From 6377bda1638a43f5dc6195c9cc1cdb8be8d471c1 Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Thu, 31 Jul 2025 10:08:22 +0200
Subject: [PATCH 01/17] chore(deps): update dependency vite to v5.4.19
 [security] (#62)
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This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [vite](https://vite.dev)
([source](https://redirect.github.com/vitejs/vite/tree/HEAD/packages/vite))
| [`5.4.7` ->
`5.4.19`](https://renovatebot.com/diffs/npm/vite/5.4.7/5.4.19) |
[![age](https://developer.mend.io/api/mc/badges/age/npm/vite/5.4.19?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/vite/5.4.7/5.4.19?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

### GitHub Vulnerability Alerts

####
[CVE-2025-24010](https://redirect.github.com/vitejs/vite/security/advisories/GHSA-vg6x-rcgg-rjx6)

### Summary
Vite allowed any websites to send any requests to the development server
and read the response due to default CORS settings and lack of
validation on the Origin header for WebSocket connections.

> [!WARNING]
> This vulnerability even applies to users that only run the Vite dev
server on the local machine and does not expose the dev server to the
network.

### Upgrade Path
Users that does not match either of the following conditions should be
able to upgrade to a newer version of Vite that fixes the vulnerability
without any additional configuration.

- Using the backend integration feature
- Using a reverse proxy in front of Vite
- Accessing the development server via a domain other than `localhost`
or `*.localhost`
- Using a plugin / framework that connects to the WebSocket server on
their own from the browser

#### Using the backend integration feature
If you are using the backend integration feature and not setting
[`server.origin`](https://vite.dev/config/server-options.html#server-origin),
you need to add the origin of the backend server to the
[`server.cors.origin`](https://redirect.github.com/expressjs/cors#configuration-options)
option. Make sure to set a specific origin rather than `*`, otherwise
any origin can access your development server.

#### Using a reverse proxy in front of Vite
If you are using a reverse proxy in front of Vite and sending requests
to Vite with a hostname other than `localhost` or `*.localhost`, you
need to add the hostname to the new
[`server.allowedHosts`](https://vite.dev/config/server-options.html#server-allowedhosts)
option. For example, if the reverse proxy is sending requests to
`http://vite:5173`, you need to add `vite` to the `server.allowedHosts`
option.

#### Accessing the development server via a domain other than
`localhost` or `*.localhost`
You need to add the hostname to the new
[`server.allowedHosts`](https://vite.dev/config/server-options.html#server-allowedhosts)
option. For example, if you are accessing the development server via
`http://foo.example.com:8080`, you need to add `foo.example.com` to the
`server.allowedHosts` option.

#### Using a plugin / framework that connects to the WebSocket server on
their own from the browser
If you are using a plugin / framework, try upgrading to a newer version
of Vite that fixes the vulnerability. If the WebSocket connection
appears not to be working, the plugin / framework may have a code that
connects to the WebSocket server on their own from the browser.

In that case, you can either:

- fix the plugin / framework code to the make it compatible with the new
version of Vite
- set `legacy.skipWebSocketTokenCheck: true` to opt-out the fix for [2]
while the plugin / framework is incompatible with the new version of
Vite
- When enabling this option, **make sure that you are aware of the
security implications** described in the impact section of [2] above.

### Mitigation without upgrading Vite

#### [1]: Permissive default CORS settings
Set `server.cors` to `false` or limit `server.cors.origin` to trusted
origins.

#### [2]: Lack of validation on the Origin header for WebSocket
connections
There aren't any mitigations for this.

#### [3]: Lack of validation on the Host header for HTTP requests
Use Chrome 94+ or use HTTPS for the development server.

### Details

There are three causes that allowed malicious websites to send any
requests to the development server:

#### [1]: Permissive default CORS settings

Vite sets the
[`Access-Control-Allow-Origin`](https://developer.mozilla.org/en-US/docs/Web/HTTP/Headers/Access-Control-Allow-Origin)
header depending on
[`server.cors`](https://vite.dev/config/server-options.html#server-cors)
option. The default value was `true` which sets
`Access-Control-Allow-Origin: *`. This allows websites on any origin to
`fetch` contents served on the development server.

Attack scenario:

1. The attacker serves a malicious web page
(`http://malicious.example.com`).
2. The user accesses the malicious web page.
3. The attacker sends a `fetch('http://127.0.0.1:5173/main.js')` request
by JS in that malicious web page. This request is normally blocked by
same-origin policy, but that's not the case for the reasons above.
4. The attacker gets the content of `http://127.0.0.1:5173/main.js`.

#### [2]: Lack of validation on the Origin header for WebSocket
connections

Vite starts a WebSocket server to handle HMR and other functionalities.
This WebSocket server [did not perform validation on the Origin
header](https://redirect.github.com/vitejs/vite/blob/v6.0.7/packages/vite/src/node/server/ws.ts#L145-L157)
and was vulnerable to Cross-Site WebSocket Hijacking (CSWSH) attacks.
With that attack, an attacker can read and write messages on the
WebSocket connection. Vite only sends some information over the
WebSocket connection ([list of the file paths that changed, the file
content where the errored happened,
etc.](https://redirect.github.com/vitejs/vite/blob/v6.0.7/packages/vite/types/hmrPayload.d.ts#L12-L72)),
but plugins can send arbitrary messages and may include more sensitive
information.

Attack scenario:

1. The attacker serves a malicious web page
(`http://malicious.example.com`).
2. The user accesses the malicious web page.
3. The attacker runs `new WebSocket('http://127.0.0.1:5173',
'vite-hmr')` by JS in that malicious web page.
4. The user edits some files.
5. Vite sends some HMR messages over WebSocket.
6. The attacker gets the content of the HMR messages.

#### [3]: Lack of validation on the Host header for HTTP requests

Unless
[`server.https`](https://vite.dev/config/server-options.html#server-https)
is set, Vite starts the development server on HTTP. Non-HTTPS servers
are vulnerable to DNS rebinding attacks without validation on the Host
header. But Vite did not perform validation on the Host header. By
exploiting this vulnerability, an attacker can send arbitrary requests
to the development server bypassing the same-origin policy.

1. The attacker serves a malicious web page that is served on **HTTP**
(`http://malicious.example.com:5173`) (HTTPS won't work).
2. The user accesses the malicious web page.
3. The attacker changes the DNS to point to 127.0.0.1 (or other private
addresses).
4. The attacker sends a `fetch('/main.js')` request by JS in that
malicious web page.
5. The attacker gets the content of `http://127.0.0.1:5173/main.js`
bypassing the same origin policy.

### Impact

#### [1]: Permissive default CORS settings
Users with the default `server.cors` option may:

- get the source code stolen by malicious websites
- give the attacker access to functionalities that are not supposed to
be exposed externally
- Vite core does not have any functionality that causes changes
somewhere else when receiving a request, but plugins may implement those
functionalities and servers behind `server.proxy` may have those
functionalities.

#### [2]: Lack of validation on the Origin header for WebSocket
connections
All users may get the file paths of the files that changed and the file
content where the error happened be stolen by malicious websites.

For users that is using a plugin that sends messages over WebSocket,
that content may be stolen by malicious websites.

For users that is using a plugin that has a functionality that is
triggered by messages over WebSocket, that functionality may be
exploited by malicious websites.

#### [3]: Lack of validation on the Host header for HTTP requests
Users using HTTP for the development server and using a browser that is
not Chrome 94+ may:

- get the source code stolen by malicious websites
- give the attacker access to functionalities that are not supposed to
be exposed externally
- Vite core does not have any functionality that causes changes
somewhere else when receiving a request, but plugins may implement those
functionalities and servers behind `server.proxy` may have those
functionalities.

Chrome 94+ users are not affected for [3], because [sending a request to
a private network page from public non-HTTPS page is
forbidden](https://developer.chrome.com/blog/private-network-access-update#chrome_94)
since Chrome 94.

### Related Information
Safari has [a bug that blocks requests to loopback addresses from HTTPS
origins](https://bugs.webkit.org/show_bug.cgi?id=171934). This means
when the user is using Safari and Vite is listening on lookback
addresses, there's another condition of "the malicious web page is
served on HTTP" to make [1] and [2] to work.

### PoC

#### [2]: Lack of validation on the Origin header for WebSocket
connections
1. I used the `react` template which utilizes HMR functionality.

```
npm create vite@latest my-vue-app-react -- --template react
```

2. Then on a malicious server, serve the following POC html:
```html
<!doctype html>
<html lang="en">
    <head>
        <meta charset="utf-8" />
        <title>vite CSWSH</title>
    </head>
    <body>
        <div id="logs"></div>
        <script>
            const div = document.querySelectorAll('#logs')[0];
            const ws = new WebSocket('ws://localhost:5173','vite-hmr');
            ws.onmessage = event => {
                const logLine = document.createElement('p');
                logLine.innerHTML = event.data;
                div.append(logLine);
            };
        </script>
    </body>
</html>
```

3. Kick off Vite

```
npm run dev
```

4. Load the development server (open `http://localhost:5173/`) as well
as the malicious page in the browser.
5. Edit `src/App.jsx` file and intentionally place a syntax error
6. Notice how the malicious page can view the websocket messages and a
snippet of the source code is exposed

Here's a video demonstrating the POC:


https://github.com/user-attachments/assets/a4ad05cd-0b34-461c-9ff6-d7c8663d6961

####
[CVE-2025-30208](https://redirect.github.com/vitejs/vite/security/advisories/GHSA-x574-m823-4x7w)

### Summary
The contents of arbitrary files can be returned to the browser.

### Impact
Only apps explicitly exposing the Vite dev server to the network (using
`--host` or [`server.host` config
option](https://vitejs.dev/config/server-options.html#server-host)) are
affected.

### Details
`@fs` denies access to files outside of Vite serving allow list. Adding
`?raw??` or `?import&raw??` to the URL bypasses this limitation and
returns the file content if it exists. This bypass exists because
trailing separators such as `?` are removed in several places, but are
not accounted for in query string regexes.

### PoC
```bash
$ npm create vite@latest
$ cd vite-project/
$ npm install
$ npm run dev

$ echo "top secret content" > /tmp/secret.txt

# expected behaviour
$ curl "http://localhost:5173/@&#8203;fs/tmp/secret.txt"

    <body>
      <h1>403 Restricted</h1>
      <p>The request url &quot;/tmp/secret.txt&quot; is outside of Vite serving allow list.

# security bypassed
$ curl "http://localhost:5173/@&#8203;fs/tmp/secret.txt?import&raw??"
export default "top secret content\n"
//# sourceMappingURL=data:application/json;base64,eyJ2...
```

####
[CVE-2025-31125](https://redirect.github.com/vitejs/vite/security/advisories/GHSA-4r4m-qw57-chr8)

### Summary

The contents of arbitrary files can be returned to the browser.

### Impact
Only apps explicitly exposing the Vite dev server to the network (using
`--host` or [`server.host` config
option](https://vitejs.dev/config/server-options.html#server-host)) are
affected.

### Details

- base64 encoded content of non-allowed files is exposed using
`?inline&import` (originally reported as `?import&?inline=1.wasm?init`)
- content of non-allowed files is exposed using `?raw?import`

`/@&#8203;fs/` isn't needed to reproduce the issue for files inside the
project root.

### PoC

Original report (check details above for simplified cases):

The ?import&?inline=1.wasm?init ending allows attackers to read
arbitrary files and returns the file content if it exists. Base64
decoding needs to be performed twice
```
$ npm create vite@latest
$ cd vite-project/
$ npm install
$ npm run dev
```

Example full URL
`http://localhost:5173/@&#8203;fs/C:/windows/win.ini?import&?inline=1.wasm?init`

####
[CVE-2025-31486](https://redirect.github.com/vitejs/vite/security/advisories/GHSA-xcj6-pq6g-qj4x)

### Summary

The contents of arbitrary files can be returned to the browser.

### Impact

Only apps explicitly exposing the Vite dev server to the network (using
--host or [server.host config
option](https://vitejs.dev/config/server-options.html#server-host)) are
affected.

### Details

#### `.svg`

Requests ending with `.svg` are loaded at this line.

https://github.com/vitejs/vite/blob/037f801075ec35bb6e52145d659f71a23813c48f/packages/vite/src/node/plugins/asset.ts#L285-L290
By adding `?.svg` with `?.wasm?init` or with `sec-fetch-dest: script`
header, the restriction was able to bypass.

This bypass is only possible if the file is smaller than
[`build.assetsInlineLimit`](https://vite.dev/config/build-options.html#build-assetsinlinelimit)
(default: 4kB) and when using Vite 6.0+.

#### relative paths

The check was applied before the id normalization. This allowed requests
to bypass with relative paths (e.g. `../../`).

### PoC

```bash
npm create vite@latest
cd vite-project/
npm install
npm run dev
```

send request to read `etc/passwd`

```bash
curl 'http://127.0.0.1:5173/etc/passwd?.svg?.wasm?init'
```

```bash
curl 'http://127.0.0.1:5173/@&#8203;fs/x/x/x/vite-project/?/../../../../../etc/passwd?import&?raw'
```

####
[CVE-2025-32395](https://redirect.github.com/vitejs/vite/security/advisories/GHSA-356w-63v5-8wf4)

### Summary
The contents of arbitrary files can be returned to the browser if the
dev server is running on Node or Bun.

### Impact
Only apps with the following conditions are affected.

- explicitly exposing the Vite dev server to the network (using --host
or [server.host config
option](https://vitejs.dev/config/server-options.html#server-host))
- running the Vite dev server on runtimes that are not Deno (e.g. Node,
Bun)

### Details

[HTTP 1.1 spec (RFC 9112) does not allow `#` in
`request-target`](https://datatracker.ietf.org/doc/html/rfc9112#section-3.2).
Although an attacker can send such a request. For those requests with an
invalid `request-line` (it includes `request-target`), the spec
[recommends to reject them with 400 or
301](https://datatracker.ietf.org/doc/html/rfc9112#section-3.2-4). The
same can be said for HTTP 2
([ref1](https://datatracker.ietf.org/doc/html/rfc9113#section-8.3.1-2.4.1),
[ref2](https://datatracker.ietf.org/doc/html/rfc9113#section-8.3.1-3),
[ref3](https://datatracker.ietf.org/doc/html/rfc9113#section-8.1.1-3)).

On Node and Bun, those requests are not rejected internally and is
passed to the user land. For those requests, the value of
[`http.IncomingMessage.url`](https://nodejs.org/docs/latest-v22.x/api/http.html#messageurl)
contains `#`. Vite assumed `req.url` won't contain `#` when checking
`server.fs.deny`, allowing those kinds of requests to bypass the check.

On Deno, those requests are not rejected internally and is passed to the
user land as well. But for those requests, the value of
`http.IncomingMessage.url` did not contain `#`.

### PoC
```
npm create vite@latest
cd vite-project/
npm install
npm run dev
```
send request to read `/etc/passwd`
```
curl --request-target /@&#8203;fs/Users/doggy/Desktop/vite-project/#/../../../../../etc/passwd http://127.0.0.1:5173
```

####
[CVE-2025-46565](https://redirect.github.com/vitejs/vite/security/advisories/GHSA-859w-5945-r5v3)

### Summary
The contents of files in [the project
`root`](https://vite.dev/config/shared-options.html#root) that are
denied by a file matching pattern can be returned to the browser.

### Impact

Only apps explicitly exposing the Vite dev server to the network (using
--host or [server.host config
option](https://vitejs.dev/config/server-options.html#server-host)) are
affected.
Only files that are under [project
`root`](https://vite.dev/config/shared-options.html#root) and are denied
by a file matching pattern can be bypassed.

- Examples of file matching patterns: `.env`, `.env.*`, `*.{crt,pem}`,
`**/.env`
- Examples of other patterns: `**/.git/**`, `.git/**`, `.git/**/*`

### Details

[`server.fs.deny`](https://vite.dev/config/server-options.html#server-fs-deny)
can contain patterns matching against files (by default it includes
`.env`, `.env.*`, `*.{crt,pem}` as such patterns).
These patterns were able to bypass for files under `root` by using a
combination of slash and dot (`/.`).

### PoC
```
npm create vite@latest
cd vite-project/
cat "secret" > .env
npm install
npm run dev
curl --request-target /.env/. http://localhost:5173
```


![image](https://redirect.github.com/user-attachments/assets/822f4416-aa42-461f-8c95-a88d155e674b)

![image](https://redirect.github.com/user-attachments/assets/42902144-863a-4afb-ac5b-fc16effa37cc)

---

### Release Notes

<details>
<summary>vitejs/vite (vite)</summary>

###
[`v5.4.19`](https://redirect.github.com/vitejs/vite/releases/tag/v5.4.19)

[Compare
Source](https://redirect.github.com/vitejs/vite/compare/v5.4.18...v5.4.19)

Please refer to
[CHANGELOG.md](https://redirect.github.com/vitejs/vite/blob/v5.4.19/packages/vite/CHANGELOG.md)
for details.

###
[`v5.4.18`](https://redirect.github.com/vitejs/vite/releases/tag/v5.4.18)

[Compare
Source](https://redirect.github.com/vitejs/vite/compare/v5.4.17...v5.4.18)

Please refer to
[CHANGELOG.md](https://redirect.github.com/vitejs/vite/blob/v5.4.18/packages/vite/CHANGELOG.md)
for details.

###
[`v5.4.17`](https://redirect.github.com/vitejs/vite/releases/tag/v5.4.17)

[Compare
Source](https://redirect.github.com/vitejs/vite/compare/v5.4.16...v5.4.17)

Please refer to
[CHANGELOG.md](https://redirect.github.com/vitejs/vite/blob/v5.4.17/packages/vite/CHANGELOG.md)
for details.

###
[`v5.4.16`](https://redirect.github.com/vitejs/vite/releases/tag/v5.4.16)

[Compare
Source](https://redirect.github.com/vitejs/vite/compare/v5.4.15...v5.4.16)

Please refer to
[CHANGELOG.md](https://redirect.github.com/vitejs/vite/blob/v5.4.16/packages/vite/CHANGELOG.md)
for details.

###
[`v5.4.15`](https://redirect.github.com/vitejs/vite/releases/tag/v5.4.15)

[Compare
Source](https://redirect.github.com/vitejs/vite/compare/v5.4.14...v5.4.15)

Please refer to
[CHANGELOG.md](https://redirect.github.com/vitejs/vite/blob/v5.4.15/packages/vite/CHANGELOG.md)
for details.

###
[`v5.4.14`](https://redirect.github.com/vitejs/vite/releases/tag/v5.4.14)

[Compare
Source](https://redirect.github.com/vitejs/vite/compare/v5.4.13...v5.4.14)

Please refer to
[CHANGELOG.md](https://redirect.github.com/vitejs/vite/blob/v5.4.14/packages/vite/CHANGELOG.md)
for details.

###
[`v5.4.13`](https://redirect.github.com/vitejs/vite/releases/tag/v5.4.13)

[Compare
Source](https://redirect.github.com/vitejs/vite/compare/v5.4.12...v5.4.13)

Please refer to
[CHANGELOG.md](https://redirect.github.com/vitejs/vite/blob/v5.4.13/packages/vite/CHANGELOG.md)
for details.

###
[`v5.4.12`](https://redirect.github.com/vitejs/vite/releases/tag/v5.4.12)

[Compare
Source](https://redirect.github.com/vitejs/vite/compare/v5.4.11...v5.4.12)

This version contains a breaking change due to security fixes. See
https://github.com/vitejs/vite/security/advisories/GHSA-vg6x-rcgg-rjx6
for more details.

Please refer to
[CHANGELOG.md](https://redirect.github.com/vitejs/vite/blob/v5.4.12/packages/vite/CHANGELOG.md)
for details.

###
[`v5.4.11`](https://redirect.github.com/vitejs/vite/blob/HEAD/packages/vite/CHANGELOG.md#600-2024-11-26)

[Compare
Source](https://redirect.github.com/vitejs/vite/compare/v5.4.10...v5.4.11)

![Vite 6 is out!](../../docs/public/og-image-announcing-vite6.png)

Today, we're taking another big step in Vite's story. The Vite
[team](https://vite.dev/team),
[contributors](https://redirect.github.com/vitejs/vite/graphs/contributors),
and ecosystem partners are excited to announce the release of the next
Vite major:

- **[Vite 6.0 announcement blog
post](https://vite.dev/blog/announcing-vite6.html)**
- [Docs](https://vite.dev/)
- Translations: [简体中文](https://cn.vite.dev/),
[日本語](https://ja.vite.dev/), [Español](https://es.vite.dev/),
[Português](https://pt.vite.dev/), [한국어](https://ko.vite.dev/),
[Deutsch](https://de.vite.dev/)
- [Migration Guide](https://vite.dev/guide/migration.html)

We want to thank the more than [1K contributors to Vite
Core](https://redirect.github.com/vitejs/vite/graphs/contributors) and
the maintainers and contributors of Vite plugins, integrations, tools,
and translations that have helped us craft this new major. We invite you
to get involved and help us improve Vite for the whole ecosystem. Learn
more at our [Contributing
Guide](https://redirect.github.com/vitejs/vite/blob/main/CONTRIBUTING.md).

##### ⚠ BREAKING CHANGES

- drop node 21 support in version ranges
([#&#8203;18729](https://redirect.github.com/vitejs/vite/issues/18729))
- **deps:** update dependency dotenv-expand to v12
([#&#8203;18697](https://redirect.github.com/vitejs/vite/issues/18697))
- **resolve:** allow removing conditions
([#&#8203;18395](https://redirect.github.com/vitejs/vite/issues/18395))
- **html:** support more asset sources
([#&#8203;11138](https://redirect.github.com/vitejs/vite/issues/11138))
- remove fs.cachedChecks option
([#&#8203;18493](https://redirect.github.com/vitejs/vite/issues/18493))
- proxy bypass with WebSocket
([#&#8203;18070](https://redirect.github.com/vitejs/vite/issues/18070))
- **css:** remove default import in ssr dev
([#&#8203;17922](https://redirect.github.com/vitejs/vite/issues/17922))
- **lib:** use package name for css output file name
([#&#8203;18488](https://redirect.github.com/vitejs/vite/issues/18488))
- update to chokidar v4
([#&#8203;18453](https://redirect.github.com/vitejs/vite/issues/18453))
- support `file://` resolution
([#&#8203;18422](https://redirect.github.com/vitejs/vite/issues/18422))
- **deps:** update postcss-load-config to v6
([#&#8203;15235](https://redirect.github.com/vitejs/vite/issues/15235))
- **css:** change default sass api to modern/modern-compiler
([#&#8203;17937](https://redirect.github.com/vitejs/vite/issues/17937))
- **css:** load postcss config within workspace root only
([#&#8203;18440](https://redirect.github.com/vitejs/vite/issues/18440))
- default `build.cssMinify` to `'esbuild'` for SSR
([#&#8203;15637](https://redirect.github.com/vitejs/vite/issues/15637))
- **json:** add `json.stringify: 'auto'` and make that the default
([#&#8203;18303](https://redirect.github.com/vitejs/vite/issues/18303))
- bump minimal terser version to 5.16.0
([#&#8203;18209](https://redirect.github.com/vitejs/vite/issues/18209))
- **deps:** migrate `fast-glob` to `tinyglobby`
([#&#8203;18243](https://redirect.github.com/vitejs/vite/issues/18243))

##### Features

- add support for .cur type
([#&#8203;18680](https://redirect.github.com/vitejs/vite/issues/18680))
([5ec9eed](https://redirect.github.com/vitejs/vite/commit/5ec9eedc80bbf39a33b498198ba07ed1bd9cacc7))
- drop node 21 support in version ranges
([#&#8203;18729](https://redirect.github.com/vitejs/vite/issues/18729))
([a384d8f](https://redirect.github.com/vitejs/vite/commit/a384d8fd39162190675abcfea31ba657383a3d03))
- enable HMR by default on ModuleRunner side
([#&#8203;18749](https://redirect.github.com/vitejs/vite/issues/18749))
([4d2abc7](https://redirect.github.com/vitejs/vite/commit/4d2abc7bba95cf516ce7341d5d8f349d61b75224))
- support `module-sync` condition when loading config if enabled
([#&#8203;18650](https://redirect.github.com/vitejs/vite/issues/18650))
([cf5028d](https://redirect.github.com/vitejs/vite/commit/cf5028d4bf0a0d59b4a98323beaadc268204056b))
- add `isSsrTargetWebWorker` flag to `configEnvironment` hook
([#&#8203;18620](https://redirect.github.com/vitejs/vite/issues/18620))
([3f5fab0](https://redirect.github.com/vitejs/vite/commit/3f5fab04aa64c0e9b45068e842f033583b365de0))
- add `ssr.resolve.mainFields` option
([#&#8203;18646](https://redirect.github.com/vitejs/vite/issues/18646))
([a6f5f5b](https://redirect.github.com/vitejs/vite/commit/a6f5f5baca7a5d2064f5f4cb689764ad939fab4b))
- expose default mainFields/conditions
([#&#8203;18648](https://redirect.github.com/vitejs/vite/issues/18648))
([c12c653](https://redirect.github.com/vitejs/vite/commit/c12c653ca5fab354e0f71394e2fbe636dccf6b2f))
- extended applyToEnvironment and perEnvironmentPlugin
([#&#8203;18544](https://redirect.github.com/vitejs/vite/issues/18544))
([8fa70cd](https://redirect.github.com/vitejs/vite/commit/8fa70cdfa65ce8254ab8da8be0d92614126764c0))
- **optimizer:** allow users to specify their esbuild `platform` option
([#&#8203;18611](https://redirect.github.com/vitejs/vite/issues/18611))
([0924879](https://redirect.github.com/vitejs/vite/commit/09248795ca79a7053b803af8977c3422f5cd5824))
- show error when accessing variables not exposed in CJS build
([#&#8203;18649](https://redirect.github.com/vitejs/vite/issues/18649))
([87c5502](https://redirect.github.com/vitejs/vite/commit/87c55022490d4710934c482abf5fbd4fcda9c3c9))
- **asset:** add `?inline` and `?no-inline` queries to control inlining
([#&#8203;15454](https://redirect.github.com/vitejs/vite/issues/15454))
([9162172](https://redirect.github.com/vitejs/vite/commit/9162172e039ae67ad4ee8dce18f04b7444f7d9de))
- **asset:** inline svg in dev if within limit
([#&#8203;18581](https://redirect.github.com/vitejs/vite/issues/18581))
([f08b146](https://redirect.github.com/vitejs/vite/commit/f08b1463db50f39b571faa871d05c92b10f3434c))
- use a single transport for fetchModule and HMR support
([#&#8203;18362](https://redirect.github.com/vitejs/vite/issues/18362))
([78dc490](https://redirect.github.com/vitejs/vite/commit/78dc4902ffef7f316e84d21648b04dc62dd0ae0a))
- **html:** support more asset sources
([#&#8203;11138](https://redirect.github.com/vitejs/vite/issues/11138))
([8a7af50](https://redirect.github.com/vitejs/vite/commit/8a7af50b5ddf72f21098406e9668bc609b323899))
- **resolve:** allow removing conditions
([#&#8203;18395](https://redirect.github.com/vitejs/vite/issues/18395))
([d002e7d](https://redirect.github.com/vitejs/vite/commit/d002e7d05a0f23110f9185b39222819bcdfffc16))
- **html:** support `vite-ignore` attribute to opt-out of processing
([#&#8203;18494](https://redirect.github.com/vitejs/vite/issues/18494))
([d951310](https://redirect.github.com/vitejs/vite/commit/d9513104e21175e1d23e0f614df55cd53291ab4e))
- **lib:** use package name for css output file name
([#&#8203;18488](https://redirect.github.com/vitejs/vite/issues/18488))
([61cbf6f](https://redirect.github.com/vitejs/vite/commit/61cbf6f2cfcd5afc91fe0a0ad56abfc36a32f1ab))
- log complete config in debug mode
([#&#8203;18289](https://redirect.github.com/vitejs/vite/issues/18289))
([04f6736](https://redirect.github.com/vitejs/vite/commit/04f6736fd7ac3da22141929c01a151f5a6fe4e45))
- proxy bypass with WebSocket
([#&#8203;18070](https://redirect.github.com/vitejs/vite/issues/18070))
([3c9836d](https://redirect.github.com/vitejs/vite/commit/3c9836d96f118ff5748916241bc3871a54247ad1))
- support `file://` resolution
([#&#8203;18422](https://redirect.github.com/vitejs/vite/issues/18422))
([6a7e313](https://redirect.github.com/vitejs/vite/commit/6a7e313754dce5faa5cd7c1e2343448cd7f3a2a2))
- update to chokidar v4
([#&#8203;18453](https://redirect.github.com/vitejs/vite/issues/18453))
([192d555](https://redirect.github.com/vitejs/vite/commit/192d555f88bba7576e8a40cc027e8a11e006079c))
- allow custom `console` in `createLogger`
([#&#8203;18379](https://redirect.github.com/vitejs/vite/issues/18379))
([0c497d9](https://redirect.github.com/vitejs/vite/commit/0c497d9cb63bd4a6bb8e01c0e3b843890a239d23))
- **css:** add more stricter typing of lightningcss
([#&#8203;18460](https://redirect.github.com/vitejs/vite/issues/18460))
([b9b925e](https://redirect.github.com/vitejs/vite/commit/b9b925eb3f911ab63972124dc8ab0455449b925d))
- **css:** change default sass api to modern/modern-compiler
([#&#8203;17937](https://redirect.github.com/vitejs/vite/issues/17937))
([d4e0442](https://redirect.github.com/vitejs/vite/commit/d4e0442f9d6adc70b72ea0713dc8abb4b1f75ae4))
- read `sec-fetch-dest` header to detect JS in transform
([#&#8203;9981](https://redirect.github.com/vitejs/vite/issues/9981))
([e51dc40](https://redirect.github.com/vitejs/vite/commit/e51dc40b5907cf14d7aefaaf01fb8865a852ef15))
- **css:** load postcss config within workspace root only
([#&#8203;18440](https://redirect.github.com/vitejs/vite/issues/18440))
([d23a493](https://redirect.github.com/vitejs/vite/commit/d23a493cc4b54a2e2b2c1337b3b1f0c9b1be311e))
- **json:** add `json.stringify: 'auto'` and make that the default
([#&#8203;18303](https://redirect.github.com/vitejs/vite/issues/18303))
([b80daa7](https://redirect.github.com/vitejs/vite/commit/b80daa7c0970645dca569d572892648f66c6799c))
- add .git to deny list by default
([#&#8203;18382](https://redirect.github.com/vitejs/vite/issues/18382))
([105ca12](https://redirect.github.com/vitejs/vite/commit/105ca12b34e466dc9de838643954a873ac1ce804))
- add `environment::listen`
([#&#8203;18263](https://redirect.github.com/vitejs/vite/issues/18263))
([4d5f51d](https://redirect.github.com/vitejs/vite/commit/4d5f51d13f92cc8224a028c27df12834a0667659))
- enable dependencies discovery and pre-bundling in ssr environments
([#&#8203;18358](https://redirect.github.com/vitejs/vite/issues/18358))
([9b21f69](https://redirect.github.com/vitejs/vite/commit/9b21f69405271f1b864fa934a96adcb0e1a2bc4d))
- restrict characters useable for environment name
([#&#8203;18255](https://redirect.github.com/vitejs/vite/issues/18255))
([9ab6180](https://redirect.github.com/vitejs/vite/commit/9ab6180d3a20be71eb7aedef000f8c4ae3591c40))
- support arbitrary module namespace identifier imports from cjs deps
([#&#8203;18236](https://redirect.github.com/vitejs/vite/issues/18236))
([4389a91](https://redirect.github.com/vitejs/vite/commit/4389a917f8f5e8e67222809fb7b166bb97f6d02c))
- introduce RunnableDevEnvironment
([#&#8203;18190](https://redirect.github.com/vitejs/vite/issues/18190))
([fb292f2](https://redirect.github.com/vitejs/vite/commit/fb292f226f988e80fee4f4aea878eb3d5d229022))
- support `this.environment` in `options` and `onLog` hook
([#&#8203;18142](https://redirect.github.com/vitejs/vite/issues/18142))
([7722c06](https://redirect.github.com/vitejs/vite/commit/7722c061646bc8587f55f560bfe06b2a9643639a))
- **css:** support es2023 build target for lightningcss
([#&#8203;17998](https://redirect.github.com/vitejs/vite/issues/17998))
([1a76300](https://redirect.github.com/vitejs/vite/commit/1a76300cd16827f0640924fdc21747ce140c35fb))
- Environment API
([#&#8203;16471](https://redirect.github.com/vitejs/vite/issues/16471))
([242f550](https://redirect.github.com/vitejs/vite/commit/242f550eb46c93896fca6b55495578921e29a8af))
- expose `EnvironmentOptions` type
([#&#8203;18080](https://redirect.github.com/vitejs/vite/issues/18080))
([35cf59c](https://redirect.github.com/vitejs/vite/commit/35cf59c9d53ef544eb5f2fe2f9ff4d6cb225e63b))

##### Bug Fixes

- `createRunnableDevEnvironment` returns `RunnableDevEnvironment`, not
`DevEnvironment`
([#&#8203;18673](https://redirect.github.com/vitejs/vite/issues/18673))
([74221c3](https://redirect.github.com/vitejs/vite/commit/74221c391bffd61b9ef39b7c0f9ea2e405913a6f))
- `getModulesByFile` should return a `serverModule`
([#&#8203;18715](https://redirect.github.com/vitejs/vite/issues/18715))
([b80d5ec](https://redirect.github.com/vitejs/vite/commit/b80d5ecbbcc374bd8f32b2ed5ceb3cbfffaae77b))
- catch error in full reload handler
([#&#8203;18713](https://redirect.github.com/vitejs/vite/issues/18713))
([a10e741](https://redirect.github.com/vitejs/vite/commit/a10e7410656d3614cbfd07ba772776ff334a8d60))
- **client:** overlay not appearing when multiple vite clients were
loaded
([#&#8203;18647](https://redirect.github.com/vitejs/vite/issues/18647))
([27d70b5](https://redirect.github.com/vitejs/vite/commit/27d70b5fa61f1c1a836d52809549cb57569f42a4))
- **deps:** update all non-major dependencies
([#&#8203;18691](https://redirect.github.com/vitejs/vite/issues/18691))
([f005461](https://redirect.github.com/vitejs/vite/commit/f005461ecce89ada21cb0c021f7af460b5479736))
- **deps:** update dependency dotenv-expand to v12
([#&#8203;18697](https://redirect.github.com/vitejs/vite/issues/18697))
([0c658de](https://redirect.github.com/vitejs/vite/commit/0c658de41f4c1576c526a8c48a8ea0a019c6311c))
- display pre-transform error details
([#&#8203;18764](https://redirect.github.com/vitejs/vite/issues/18764))
([554f45f](https://redirect.github.com/vitejs/vite/commit/554f45f4d820c57c0874ebe48ef2fddfafdd0750))
- exit code on `SIGTERM`
([#&#8203;18741](https://redirect.github.com/vitejs/vite/issues/18741))
([cc55e36](https://redirect.github.com/vitejs/vite/commit/cc55e36dd39fef134568f53acc66514cbb7175ea))
- expose missing `InterceptorOptions` type
([#&#8203;18766](https://redirect.github.com/vitejs/vite/issues/18766))
([6252c60](https://redirect.github.com/vitejs/vite/commit/6252c6035695365c93773fbe06a4b2a307e86368))
- **html:** fix inline proxy modules invalidation
([#&#8203;18696](https://redirect.github.com/vitejs/vite/issues/18696))
([8ab04b7](https://redirect.github.com/vitejs/vite/commit/8ab04b70ada119fbca2fc5a53c36f233423febbe))
- log error when send in module runner failed
([#&#8203;18753](https://redirect.github.com/vitejs/vite/issues/18753))
([ba821bb](https://redirect.github.com/vitejs/vite/commit/ba821bb63eca6d8a9199ee2253ef2607375f5702))
- **module-runner:** make evaluator optional
([#&#8203;18672](https://redirect.github.com/vitejs/vite/issues/18672))
([fd1283f](https://redirect.github.com/vitejs/vite/commit/fd1283fe27cc1a19b5c7d9d72664832e4daa1bbf))
- **optimizer:** detect npm / yarn / pnpm dependency changes correctly
([#&#8203;17336](https://redirect.github.com/vitejs/vite/issues/17336))
([#&#8203;18560](https://redirect.github.com/vitejs/vite/issues/18560))
([818cf3e](https://redirect.github.com/vitejs/vite/commit/818cf3e7bf1b6c2dc56e7cd8f056bc1d185c2cd7))
- **optimizer:** trigger onCrawlEnd after manual included deps are
registered
([#&#8203;18733](https://redirect.github.com/vitejs/vite/issues/18733))
([dc60410](https://redirect.github.com/vitejs/vite/commit/dc6041099ccd5767764fb8c99a169869bbd13f16))
- **optimizer:** workaround firefox's false warning for no sources
source map
([#&#8203;18665](https://redirect.github.com/vitejs/vite/issues/18665))
([473424e](https://redirect.github.com/vitejs/vite/commit/473424ee8d6b743c1565bf0749deb5d9fbedcea7))
- **ssr:** replace `__vite_ssr_identity__` with `(0, ...)` and inject
`;` between statements
([#&#8203;18748](https://redirect.github.com/vitejs/vite/issues/18748))
([94546be](https://redirect.github.com/vitejs/vite/commit/94546be18354a457bced5107aa31533b09e304ec))
- cjs build for perEnvironmentState et al
([#&#8203;18656](https://redirect.github.com/vitejs/vite/issues/18656))
([95c4b3c](https://redirect.github.com/vitejs/vite/commit/95c4b3c371dc7fb12c28cb1307f6f389887eb1e1))
- **html:** externalize `rollup.external` scripts correctly
([#&#8203;18618](https://redirect.github.com/vitejs/vite/issues/18618))
([55461b4](https://redirect.github.com/vitejs/vite/commit/55461b43329db6a5e737eab591163a8681ba9230))
- include more modules to prefix-only module list
([#&#8203;18667](https://redirect.github.com/vitejs/vite/issues/18667))
([5a2103f](https://redirect.github.com/vitejs/vite/commit/5a2103f0d486a7725c23c70710b11559c00e9b93))
- **ssr:** format `ssrTransform` parse error
([#&#8203;18644](https://redirect.github.com/vitejs/vite/issues/18644))
([d9be921](https://redirect.github.com/vitejs/vite/commit/d9be92187cb17d740856af27d0ab60c84e04d58c))
- **ssr:** preserve fetchModule error details
([#&#8203;18626](https://redirect.github.com/vitejs/vite/issues/18626))
([866a433](https://redirect.github.com/vitejs/vite/commit/866a433a34ab2f6d2910506e781b346091de1b9e))
- browser field should not be included by default for `consumer:
'server'`
([#&#8203;18575](https://redirect.github.com/vitejs/vite/issues/18575))
([87b2347](https://redirect.github.com/vitejs/vite/commit/87b2347a13ea8ae8282f0f1e2233212c040bfed8))
- **client:** detect ws close correctly
([#&#8203;18548](https://redirect.github.com/vitejs/vite/issues/18548))
([637d31b](https://redirect.github.com/vitejs/vite/commit/637d31bcc59d964e51f7969093cc369deee88ca1))
- **resolve:** run ensureVersionQuery for SSR
([#&#8203;18591](https://redirect.github.com/vitejs/vite/issues/18591))
([63207e5](https://redirect.github.com/vitejs/vite/commit/63207e5d0fbedc8ddddb7d1faaa8ea9a45a118d4))
- use `server.perEnvironmentStartEndDuringDev`
([#&#8203;18549](https://redirect.github.com/vitejs/vite/issues/18549))
([fe30349](https://redirect.github.com/vitejs/vite/commit/fe30349d350ef08bccd56404ccc3e6d6e0a2e156))
- allow nested dependency selector to be used for `optimizeDeps.include`
for SSR
([#&#8203;18506](https://redirect.github.com/vitejs/vite/issues/18506))
([826c81a](https://redirect.github.com/vitejs/vite/commit/826c81a40bb25914d55cd2e96b548f1a2c384a19))
- asset `new URL(,import.meta.url)` match
([#&#8203;18194](https://redirect.github.com/vitejs/vite/issues/18194))
([5286a90](https://redirect.github.com/vitejs/vite/commit/5286a90a3c1b693384f99903582a1f70b7b44945))
- close watcher if it's disabled
([#&#8203;18521](https://redirect.github.com/vitejs/vite/issues/18521))
([85bd0e9](https://redirect.github.com/vitejs/vite/commit/85bd0e9b0dc637c7645f2b56f93071d6e1ec149c))
- **config:** write temporary vite config to node\_modules
([#&#8203;18509](https://redirect.github.com/vitejs/vite/issues/18509))
([72eaef5](https://redirect.github.com/vitejs/vite/commit/72eaef5300d20b7163050461733c3208a4013e1e))
- **css:** `cssCodeSplit` uses the current environment configuration
([#&#8203;18486](https://redirect.github.com/vitejs/vite/issues/18486))
([eefe895](https://redirect.github.com/vitejs/vite/commit/eefe8957167681b85f0e1b07bc5feefa307cccb0))
- **json:** don't `json.stringify` arrays
([#&#8203;18541](https://redirect.github.com/vitejs/vite/issues/18541))
([fa50b03](https://redirect.github.com/vitejs/vite/commit/fa50b03390dae280293174f65f850522599b9ab7))
- **less:** prevent rebasing
`[@import](https://redirect.github.com/import) url(...)`
([#&#8203;17857](https://redirect.github.com/vitejs/vite/issues/17857))
([aec5fdd](https://redirect.github.com/vitejs/vite/commit/aec5fdd72e3aeb2aa26796001b98f3f330be86d1))
- **lib:** only resolve css bundle name if have styles
([#&#8203;18530](https://redirect.github.com/vitejs/vite/issues/18530))
([5d6dc49](https://redirect.github.com/vitejs/vite/commit/5d6dc491b6bb78613694eaf686e2e305b71af5e1))
- **scss:** improve error logs
([#&#8203;18522](https://redirect.github.com/vitejs/vite/issues/18522))
([3194a6a](https://redirect.github.com/vitejs/vite/commit/3194a6a60714a3978f5e4b39d6223f32a8dc01ef))
- `define` in environment config was not working
([#&#8203;18515](https://redirect.github.com/vitejs/vite/issues/18515))
([052799e](https://redirect.github.com/vitejs/vite/commit/052799e8939cfcdd7a7ff48daf45a766bf6cc546))
- **build:** apply resolve.external/noExternal to server environments
([#&#8203;18495](https://redirect.github.com/vitejs/vite/issues/18495))
([5a967cb](https://redirect.github.com/vitejs/vite/commit/5a967cb596c7c4b0548be1d9025bc1e34b36169a))
- **config:** remove error if require resolve to esm
([#&#8203;18437](https://redirect.github.com/vitejs/vite/issues/18437))
([f886f75](https://redirect.github.com/vitejs/vite/commit/f886f75396cdb5a43ec5377bbbaaffc0e8ae03e9))
- consider URLs with any protocol to be external
([#&#8203;17369](https://redirect.github.com/vitejs/vite/issues/17369))
([a0336bd](https://redirect.github.com/vitejs/vite/commit/a0336bd5197bb4427251be4c975e30fb596c658f))
- **css:** remove default import in ssr dev
([#&#8203;17922](https://redirect.github.com/vitejs/vite/issues/17922))
([eccf663](https://redirect.github.com/vitejs/vite/commit/eccf663e35a17458425860895bb30b3b0613ea96))
- use picomatch to align with tinyglobby
([#&#8203;18503](https://redirect.github.com/vitejs/vite/issues/18503))
([437795d](https://redirect.github.com/vitejs/vite/commit/437795db8307ce4491d066bcaaa5bd9432193773))
- **css:** `cssCodeSplit` in `environments.xxx.build` is invalid
([#&#8203;18464](https://redirect.github.com/vitejs/vite/issues/18464))
([993e71c](https://redirect.github.com/vitejs/vite/commit/993e71c4cb227bd8c347b918f52ccd83f85a645a))
- **css:** make sass types work with sass-embedded
([#&#8203;18459](https://redirect.github.com/vitejs/vite/issues/18459))
([89f8303](https://redirect.github.com/vitejs/vite/commit/89f8303e727791aa7be6f35833a708b6a50e9120))
- **deps:** update all non-major dependencies
([#&#8203;18484](https://redirect.github.com/vitejs/vite/issues/18484))
([2ec12df](https://redirect.github.com/vitejs/vite/commit/2ec12df98d07eb4c986737e86a4a9f8066724658))
- handle warmup glob hang
([#&#8203;18462](https://redirect.github.com/vitejs/vite/issues/18462))
([409fa5c](https://redirect.github.com/vitejs/vite/commit/409fa5c9dee0e394bcdc3b111f5b2e4261131ca0))
- **manifest:** non entry CSS chunk src was wrong
([#&#8203;18133](https://redirect.github.com/vitejs/vite/issues/18133))
([c148676](https://redirect.github.com/vitejs/vite/commit/c148676c90dc4823bc6bdeb8ba1e36386c5d9654))
- **module-runner:** delay function eval until module runner
instantiation
([#&#8203;18480](https://redirect.github.com/vitejs/vite/issues/18480))
([472afbd](https://redirect.github.com/vitejs/vite/commit/472afbd010db3f1c7a59826c7bf4067191b7f48a))
- **plugins:** noop if config hook returns same config reference
([#&#8203;18467](https://redirect.github.com/vitejs/vite/issues/18467))
([bd540d5](https://redirect.github.com/vitejs/vite/commit/bd540d52eb609ca12dad8e2f3fe8011821bda878))
- return the same instance of ModuleNode for the same
EnvironmentModuleNode
([#&#8203;18455](https://redirect.github.com/vitejs/vite/issues/18455))
([5ead461](https://redirect.github.com/vitejs/vite/commit/5ead461b374d76ceb134063477eaf3f97fe3da97))
- set scripts imported by HTML moduleSideEffects=true
([#&#8203;18411](https://redirect.github.com/vitejs/vite/issues/18411))
([2ebe4b4](https://redirect.github.com/vitejs/vite/commit/2ebe4b44430dd311028f72520ac977bb202ce50b))
- use websocket to test server liveness before client reload
([#&#8203;17891](https://redirect.github.com/vitejs/vite/issues/17891))
([7f9f8c6](https://redirect.github.com/vitejs/vite/commit/7f9f8c6851d1eb49a72dcb6c134873148a2e81eb))
- add typing to `CSSOptions.preprocessorOptions`
([#&#8203;18001](https://redirect.github.com/vitejs/vite/issues/18001))
([7eeb6f2](https://redirect.github.com/vitejs/vite/commit/7eeb6f2f97abf5dfc71c225b9cff9779baf2ed2f))
- default `build.cssMinify` to `'esbuild'` for SSR
([#&#8203;15637](https://redirect.github.com/vitejs/vite/issues/15637))
([f1d3bf7](https://redirect.github.com/vitejs/vite/commit/f1d3bf74cc7f12e759442fd7111d07e2c0262a67))
- **dev:** prevent double URL encoding in server.open on macOS
([#&#8203;18443](https://redirect.github.com/vitejs/vite/issues/18443))
([56b7176](https://redirect.github.com/vitejs/vite/commit/56b71768f3ee498962fba898804086299382bb59))
- **preview:** set resolvedUrls null after close
([#&#8203;18445](https://redirect.github.com/vitejs/vite/issues/18445))
([65014a3](https://redirect.github.com/vitejs/vite/commit/65014a32ef618619c5a34b729d67340d9253bdd5))
- **ssr:** inject identity function at the top
([#&#8203;18449](https://redirect.github.com/vitejs/vite/issues/18449))
([0ab20a3](https://redirect.github.com/vitejs/vite/commit/0ab20a3ee26eacf302415b3087732497d0a2f358))
- **ssr:** preserve source maps for hoisted imports (fix
[#&#8203;16355](https://redirect.github.com/vitejs/vite/issues/16355))
([#&#8203;16356](https://redirect.github.com/vitejs/vite/issues/16356))
([8e382a6](https://redirect.github.com/vitejs/vite/commit/8e382a6a1fed2cd41051b81f9cd9c94b484352a5))
- augment hash for CSS files to prevent chromium erroring by loading
previous files
([#&#8203;18367](https://redirect.github.com/vitejs/vite/issues/18367))
([a569f42](https://redirect.github.com/vitejs/vite/commit/a569f42ee93229308be7a327b7a71e79f3d58b01))
- **cli:** `--watch` should not override `build.watch` options
([#&#8203;18390](https://redirect.github.com/vitejs/vite/issues/18390))
([b2965c8](https://redirect.github.com/vitejs/vite/commit/b2965c8e9f74410bc8047a05528c74b68a3856d7))
- **css:** don't transform sass function calls with namespace
([#&#8203;18414](https://redirect.github.com/vitejs/vite/issues/18414))
([dbb2604](https://redirect.github.com/vitejs/vite/commit/dbb260499f894d495bcff3dcdf5635d015a2f563))
- **deps:** update `open` dependency to 10.1.0
([#&#8203;18349](https://redirect.github.com/vitejs/vite/issues/18349))
([5cca4bf](https://redirect.github.com/vitejs/vite/commit/5cca4bfd3202c7aea690acf63f60bfe57fa165de))
- **deps:** update all non-major dependencies
([#&#8203;18345](https://redirect.github.com/vitejs/vite/issues/18345))
([5552583](https://redirect.github.com/vitejs/vite/commit/5552583a2272cd4208b30ad60e99d984e34645f0))
- more robust plugin.sharedDuringBuild
([#&#8203;18351](https://redirect.github.com/vitejs/vite/issues/18351))
([47b1270](https://redirect.github.com/vitejs/vite/commit/47b12706ce2d0c009d6078a61e16e81a04c9f49c))
- **ssr:** `this` in exported function should be `undefined`
([#&#8203;18329](https://redirect.github.com/vitejs/vite/issues/18329))
([bae6a37](https://redirect.github.com/vitejs/vite/commit/bae6a37628c4870f3db92351e8af2a7b4a07e248))
- **worker:** rewrite rollup `output.format` with `worker.format` on
worker build error
([#&#8203;18165](https://redirect.github.com/vitejs/vite/issues/18165))
([dc82334](https://redirect.github.com/vitejs/vite/commit/dc823347bb857a9f63eee7e027a52236d7e331e0))
- `injectQuery` double encoding
([#&#8203;18246](https://redirect.github.com/vitejs/vite/issues/18246))
([2c5f948](https://redirect.github.com/vitejs/vite/commit/2c5f948d0646f6a0237570ab5d36b06d31cb94c9))
- add position to import analysis resolve exception
([#&#8203;18344](https://redirect.github.com/vitejs/vite/issues/18344))
([0fe95d4](https://redirect.github.com/vitejs/vite/commit/0fe95d4a71930cf55acd628efef59e6eae0f77f7))
- **assets:** make srcset parsing HTML spec compliant
([#&#8203;16323](https://redirect.github.com/vitejs/vite/issues/16323))
([#&#8203;18242](https://redirect.github.com/vitejs/vite/issues/18242))
([0e6d4a5](https://redirect.github.com/vitejs/vite/commit/0e6d4a5e23cdfb2ec433f687e455b9827269527c))
- **css:** dont remove JS chunk for pure CSS chunk when the export is
used
([#&#8203;18307](https://redirect.github.com/vitejs/vite/issues/18307))
([889bfc0](https://redirect.github.com/vitejs/vite/commit/889bfc0ada6d6cd356bb7a92efdce96298f82fef))
- **deps:** bump tsconfck
([#&#8203;18322](https://redirect.github.com/vitejs/vite/issues/18322))
([67783b2](https://redirect.github.com/vitejs/vite/commit/67783b2d5513e013bf74844186eb9b2b70d17d5c))
- **deps:** update all non-major dependencies
([#&#8203;18292](https://redirect.github.com/vitejs/vite/issues/18292))
([5cac054](https://redirect.github.com/vitejs/vite/commit/5cac0544dca2764f0114aac38e9922a0c13d7ef4))
- destroy the runner when runnable environment is closed
([#&#8203;18282](https://redirect.github.com/vitejs/vite/issues/18282))
([5212d09](https://redirect.github.com/vitejs/vite/commit/5212d09579a82bc09b149c77e996d0e5c3972455))
- handle yarn command fail when root does not exist
([#&#8203;18141](https://redirect.github.com/vitejs/vite/issues/18141))
([460aaff](https://redirect.github.com/vitejs/vite/commit/460aaffbf134a9eda6e092a564afc2eeebf8f935))
- **hmr:** don't try to rewrite imports for direct CSS soft invalidation
([#&#8203;18252](https://redirect.github.com/vitejs/vite/issues/18252))
([a03bb0e](https://redirect.github.com/vitejs/vite/commit/a03bb0e2ba35af314c57fc98600bb76566592239))
- make it easier to configure environment runner
([#&#8203;18273](https://redirect.github.com/vitejs/vite/issues/18273))
([fb35a78](https://redirect.github.com/vitejs/vite/commit/fb35a7800e21ed2c6f9d0f843898afa1fcc87795))
- **middleware-mode:** call all hot.listen when server restart
([#&#8203;18261](https://redirect.github.com/vitejs/vite/issues/18261))
([007773b](https://redirect.github.com/vitejs/vite/commit/007773b550e7c6bcaeb8d88970fd6dfe999d5a4a))
- **optimizer:** don't externalize transitive dep package name with
asset extension
([#&#8203;18152](https://redirect.github.com/vitejs/vite/issues/18152))
([fafc7e2](https://redirect.github.com/vitejs/vite/commit/fafc7e28d3395292fbc2f2355417dcc15871ab1e))
- **resolve:** fix resolve cache key for external conditions
([#&#8203;18332](https://redirect.github.com/vitejs/vite/issues/18332))
([93d286c](https://redirect.github.com/vitejs/vite/commit/93d286c4c1af0b379002a6ff495e82bb87acd65c))
- **resolve:** fix resolve cache to consider `conditions` and more
([#&#8203;18302](https://redirect.github.com/vitejs/vite/issues/18302))
([2017a33](https://redirect.github.com/vitejs/vite/commit/2017a330f5576dfc9db1538e0b899a1776cd100a))
- **types:** add more overload to `defineConfig`
([#&#8203;18299](https://redirect.github.com/vitejs/vite/issues/18299))
([94e34cf](https://redirect.github.com/vitejs/vite/commit/94e34cf1dfe6fdb331b6508e830b2cc446000aac))
- asset import should skip handling data URIs
([#&#8203;18163](https://redirect.github.com/vitejs/vite/issues/18163))
([70813c7](https://redirect.github.com/vitejs/vite/commit/70813c7f05fc9a45d102a53514ecac23831e6d6b))
- cache the runnable environment module runner
([#&#8203;18215](https://redirect.github.com/vitejs/vite/issues/18215))
([95020ab](https://redirect.github.com/vitejs/vite/commit/95020ab49e12d143262859e095025cf02423c1d9))
- call `this.hot.close` for non-ws HotChannel
([#&#8203;18212](https://redirect.github.com/vitejs/vite/issues/18212))
([bad0ccc](https://redirect.github.com/vitejs/vite/commit/bad0cccee80c02fa309f274220f6d324d03c3b19))
- close HotChannel on environment close
([#&#8203;18206](https://redirect.github.com/vitejs/vite/issues/18206))
([2d148e3](https://redirect.github.com/vitejs/vite/commit/2d148e347e8fbcc6f0e4e627a20acc81d9ced3e0))
- **config:** treat all files as ESM on deno
([#&#8203;18081](https://redirect.github.com/vitejs/vite/issues/18081))
([c1ed8a5](https://redirect.github.com/vitejs/vite/commit/c1ed8a595a02ec7f8f5a8d23f97b2f21d3834ab1))
- **css:** ensure sass compiler initialized only once
([#&#8203;18128](https://redirect.github.com/vitejs/vite/issues/18128))
([4cc5322](https://redirect.github.com/vitejs/vite/commit/4cc53224e9b207aa6a5a111e40ed0a0464cf37f4))
- **css:** fix lightningcss dep url resolution with custom root
([#&#8203;18125](https://redirect.github.com/vitejs/vite/issues/18125))
([eb08f60](https://redirect.github.com/vitejs/vite/commit/eb08f605ddadef99a5d68f55de143e3e47c91618))
- **css:** fix missing source file warning with sass modern api custom
importer
([#&#8203;18113](https://redirect.github.com/vitejs/vite/issues/18113))
([d7763a5](https://redirect.github.com/vitejs/vite/commit/d7763a5615a238cb1b5dceb7bdfc4aac7678fb0a))
- **data-uri:** only match ids starting with `data:`
([#&#8203;18241](https://redirect.github.com/vitejs/vite/issues/18241))
([ec0efe8](https://redirect.github.com/vitejs/vite/commit/ec0efe8a06d0271ef0154f38fb9beabcd4b1bd89))
- **deps:** update all non-major dependencies
([#&#8203;18170](https://redirect.github.com/vitejs/vite/issues/18170))
([c8aea5a](https://redirect.github.com/vitejs/vite/commit/c8aea5ae0af90dc6796ef3bdd612d1eb819f157b))
- **deps:** upgrade rollup 4.22.4+ to ensure avoiding XSS
([#&#8203;18180](https://redirect.github.com/vitejs/vite/issues/18180))
([ea1d0b9](https://redirect.github.com/vitejs/vite/commit/ea1d0b9af9b28b57166d4ca67bece21650221a04))
- **html:** make build-html plugin work with `sharedPlugins`
([#&#8203;18214](https://redirect.github.com/vitejs/vite/issues/18214))
([34041b9](https://redirect.github.com/vitejs/vite/commit/34041b9d8ea39aa9138d0c2417bfbe39cc9aabdc))
- **mixedModuleGraph:** handle undefined id in getModulesByFile
([#&#8203;18201](https://redirect.github.com/vitejs/vite/issues/18201))
([768a50f](https://redirect.github.com/vitejs/vite/commit/768a50f7ac668dbf876feef557d8c0f8ff32b8ff))
- **optimizer:** re-optimize when changing config `webCompatible`
([#&#8203;18221](https://redirect.github.com/vitejs/vite/issues/18221))
([a44b0a2](https://redirect.github.com/vitejs/vite/commit/a44b0a2690812788aaaba00fd3acd2c6fa36669b))
- require serialization for `HMRConnection.send` on implementation side
([#&#8203;18186](https://redirect.github.com/vitejs/vite/issues/18186))
([9470011](https://redirect.github.com/vitejs/vite/commit/9470011570503a917021915c47e6a2f36aae16b5))
- **ssr:** fix source map remapping with multiple sources
([#&#8203;18150](https://redirect.github.com/vitejs/vite/issues/18150))
([e003a2c](https://redirect.github.com/vitejs/vite/commit/e003a2ca73b04648e14ebf40f3616838e2da3d6d))
- use `config.consumer` instead of `options?.ssr` / `config.build.ssr`
([#&#8203;18140](https://redirect.github.com/vitejs/vite/issues/18140))
([21ec1ce](https://redirect.github.com/vitejs/vite/commit/21ec1ce7f041efa5cd781924f7bc536ab406a197))
- **vite:** refactor "module cache" to "evaluated modules", pass down
module to "runInlinedModule"
([#&#8203;18092](https://redirect.github.com/vitejs/vite/issues/18092))
([e83beff](https://redirect.github.com/vitejs/vite/commit/e83beff596072f9c7a42f6e2410f154668981d71))
- avoid DOM Clobbering gadget in `getRelativeUrlFromDocument`
([#&#8203;18115](https://redirect.github.com/vitejs/vite/issues/18115))
([ade1d89](https://redirect.github.com/vitejs/vite/commit/ade1d89660e17eedfd35652165b0c26905259fad))
- fs raw query
([#&#8203;18112](https://redirect.github.com/vitejs/vite/issues/18112))
([9d2413c](https://redirect.github.com/vitejs/vite/commit/9d2413c8b64bfb1dfd953340b4e1b5972d5440aa))
- **preload:** throw error preloading module as well
([#&#8203;18098](https://redirect.github.com/vitejs/vite/issues/18098))
([ba56cf4](https://redirect.github.com/vitejs/vite/commit/ba56cf43b5480f8519349f7d7fe60718e9af5f1a))
- allow scanning exports from `script module` in svelte
([#&#8203;18063](https://redirect.github.com/vitejs/vite/issues/18063))
([7d699aa](https://redirect.github.com/vitejs/vite/commit/7d699aa98155cbf281e3f7f6a8796dcb3b4b0fd6))
- **build:** declare `preload-helper` has no side effects
([#&#8203;18057](https://redirect.github.com/vitejs/vite/issues/18057))
([587ad7b](https://redirect.github.com/vitejs/vite/commit/587ad7b17beba50279eaf46b06c5bf5559c4f36e))
- **css:** fallback to mainthread if logger or pkgImporter option is set
for sass
([#&#8203;18071](https://redirect.github.com/vitejs/vite/issues/18071))
([d81dc59](https://redirect.github.com/vitejs/vite/commit/d81dc59473b1053bf48c45a9d45f87ee6ecf2c02))
- **dynamicImportVars:** correct glob pattern for paths with parentheses
([#&#8203;17940](https://redirect.github.com/vitejs/vite/issues/17940))
([2a391a7](https://redirect.github.com/vitejs/vite/commit/2a391a7df6e5b4a8d9e8313fba7ddf003df41e12))
- ensure req.url matches moduleByEtag URL to avoid incorrect 304
([#&#8203;17997](https://redirect.github.com/vitejs/vite/issues/17997))
([abf04c3](https://redirect.github.com/vitejs/vite/commit/abf04c3a84f4d9962a6f9697ca26cd639fa76e87))
- **html:** escape html attribute
([#&#8203;18067](https://redirect.github.com/vitejs/vite/issues/18067))
([5983f36](https://redirect.github.com/vitejs/vite/commit/5983f366d499f74d473097154bbbcc8e51476dc4))
- incorrect environment consumer option resolution
([#&#8203;18079](https://redirect.github.com/vitejs/vite/issues/18079))
([0e3467e](https://redirect.github.com/vitejs/vite/commit/0e3467e503aef45119260fe75b399b26f7a80b66))
- **preload:** allow ignoring dep errors
([#&#8203;18046](https://redirect.github.com/vitejs/vite/issues/18046))
([3fb2889](https://redirect.github.com/vitejs/vite/commit/3fb28896d916e03cef1b5bd6877ac184c7ec8003))
- store backwards compatible `ssrModule` and `ssrError`
([#&#8203;18031](https://redirect.github.com/vitejs/vite/issues/18031))
([cf8ced5](https://redirect.github.com/vitejs/vite/commit/cf8ced56ea4932e917e2c4ef3d04a87f0ab4f20b))

##### Performance Improvements

- reduce bundle size for `Object.keys(import.meta.glob(...))` /
`Object.values(import.meta.glob(...))`
([#&#8203;18666](https://redirect.github.com/vitejs/vite/issues/18666))
([ed99a2c](https://redirect.github.com/vitejs/vite/commit/ed99a2cd31e8d3c2b791885bcc4b188570539e45))
- **worker:** inline worker without base64
([#&#8203;18752](https://redirect.github.com/vitejs/vite/issues/18752))
([90c66c9](https://redirect.github.com/vitejs/vite/commit/90c66c95aba3d2edd86637a77adc699f3fd6c1ff))
- remove strip-ansi for a node built-in
([#&#8203;18630](https://redirect.github.com/vitejs/vite/issues/18630))
([5182272](https://redirect.github.com/vitejs/vite/commit/5182272d52fc092a6219c8efe73ecb3f8e65a0b5))
- **css:** skip style.css extraction if code-split css
([#&#8203;18470](https://redirect.github.com/vitejs/vite/issues/18470))
([34fdb6b](https://redirect.github.com/vitejs/vite/commit/34fdb6bef558724330d2411b9666facef669b3a0))
- call `module.enableCompileCache()`
([#&#8203;18323](https://redirect.github.com/vitejs/vite/issues/18323))
([18f1dad](https://redirect.github.com/vitejs/vite/commit/18f1daddd125b07dcb8c32056ee0cec61bd65971))
- use `crypto.hash` when available
([#&#8203;18317](https://redirect.github.com/vitejs/vite/issues/18317))
([2a14884](https://redirect.github.com/vitejs/vite/commit/2a148844cf2382a5377b75066351f00207843352))

##### Documentation

- rename `HotUpdateContext` to `HotUpdateOptions`
([#&#8203;18718](https://redirect.github.com/vitejs/vite/issues/18718))
([824c347](https://redirect.github.com/vitejs/vite/commit/824c347fa21aaf5bbf811994385b790db4287ab0))
- add jsdocs to flags in BuilderOptions
([#&#8203;18516](https://redirect.github.com/vitejs/vite/issues/18516))
([1507068](https://redirect.github.com/vitejs/vite/commit/1507068b6d460cf54336fe7e8d3539fdb4564bfb))
- missing changes guides
([#&#8203;18491](https://redirect.github.com/vitejs/v

</details>

---

### Configuration

📅 **Schedule**: Branch creation - "" in timezone UTC, Automerge - At any
time (no schedule defined).

🚦 **Automerge**: Enabled.

♻ **Rebasing**: Whenever PR is behind base branch, or you tick the
rebase/retry checkbox.

🔕 **Ignore**: Close this PR and you won't be reminded about this update
again.

---

- [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check
this box

---

This PR has been generated by [Renovate
Bot](https://redirect.github.com/renovatebot/renovate).

<!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiI0MS40Ni4zIiwidXBkYXRlZEluVmVyIjoiNDEuNDYuMyIsInRhcmdldEJyYW5jaCI6ImRlcHMtbWFpbiIsImxhYmVscyI6WyJub2RlanMiLCJyZW5vdmF0ZSJdfQ==-->

Co-authored-by: Renovate Bot <renovate@whitesourcesoftware.com>
---
 services/frontend/package-lock.json | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/services/frontend/package-lock.json b/services/frontend/package-lock.json
index 12f07339..b5f30bb0 100644
--- a/services/frontend/package-lock.json
+++ b/services/frontend/package-lock.json
@@ -15081,9 +15081,9 @@
             }
         },
         "node_modules/vite": {
-            "version": "5.4.7",
-            "resolved": "https://registry.npmjs.org/vite/-/vite-5.4.7.tgz",
-            "integrity": "sha512-5l2zxqMEPVENgvzTuBpHer2awaetimj2BGkhBPdnwKbPNOlHsODU+oiazEZzLK7KhAnOrO+XGYJYn4ZlUhDtDQ==",
+            "version": "5.4.19",
+            "resolved": "https://registry.npmjs.org/vite/-/vite-5.4.19.tgz",
+            "integrity": "sha512-qO3aKv3HoQC8QKiNSTuUM1l9o/XX3+c+VTgLHbJWHZGeTPVAg2XwazI9UWzoxjIJCGCV2zU60uqMzjeLZuULqA==",
             "dev": true,
             "license": "MIT",
             "dependencies": {

From e104ac6efffe17b95140af1cc516df41c20d089a Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Thu, 31 Jul 2025 10:08:34 +0200
Subject: [PATCH 02/17] fix(deps): update dependency requests to v2.32.4
 [security] (#63)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
| [requests](https://requests.readthedocs.io)
([source](https://redirect.github.com/psf/requests),
[changelog](https://redirect.github.com/psf/requests/blob/master/HISTORY.md))
| `2.32.3` -> `2.32.4` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/requests/2.32.4?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/requests/2.32.3/2.32.4?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

### GitHub Vulnerability Alerts

####
[CVE-2024-47081](https://redirect.github.com/psf/requests/security/advisories/GHSA-9hjg-9r4m-mvj7)

### Impact

Due to a URL parsing issue, Requests releases prior to 2.32.4 may leak
.netrc credentials to third parties for specific maliciously-crafted
URLs.

### Workarounds
For older versions of Requests, use of the .netrc file can be disabled
with `trust_env=False` on your Requests Session
([docs](https://requests.readthedocs.io/en/latest/api/#requests.Session.trust_env)).

### References

[https://github.com/psf/requests/pull/6965](https://redirect.github.com/psf/requests/pull/6965)
https://seclists.org/fulldisclosure/2025/Jun/2

---

### Release Notes

<details>
<summary>psf/requests (requests)</summary>

###
[`v2.32.4`](https://redirect.github.com/psf/requests/blob/HEAD/HISTORY.md#2324-2025-06-10)

[Compare
Source](https://redirect.github.com/psf/requests/compare/v2.32.3...v2.32.4)

**Security**

- CVE-2024-47081 Fixed an issue where a maliciously crafted URL and
trusted
environment will retrieve credentials for the wrong hostname/machine
from a
  netrc file.

**Improvements**

- Numerous documentation improvements

**Deprecations**

- Added support for pypy 3.11 for Linux and macOS.
- Dropped support for pypy 3.9 following its end of support.

</details>

---

### Configuration

📅 **Schedule**: Branch creation - "" in timezone UTC, Automerge - At any
time (no schedule defined).

🚦 **Automerge**: Enabled.

♻ **Rebasing**: Whenever PR is behind base branch, or you tick the
rebase/retry checkbox.

🔕 **Ignore**: Close this PR and you won't be reminded about this update
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---

- [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check
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---

This PR has been generated by [Renovate
Bot](https://redirect.github.com/renovatebot/renovate).

<!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiI0MS40Ni4zIiwidXBkYXRlZEluVmVyIjoiNDEuNDYuMyIsInRhcmdldEJyYW5jaCI6ImRlcHMtbWFpbiIsImxhYmVscyI6WyJweXRob24iLCJyZW5vdmF0ZSJdfQ==-->

Co-authored-by: Renovate Bot <renovate@whitesourcesoftware.com>
---
 services/mcp-server/poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/services/mcp-server/poetry.lock b/services/mcp-server/poetry.lock
index 42eccfd5..187f43b4 100644
--- a/services/mcp-server/poetry.lock
+++ b/services/mcp-server/poetry.lock
@@ -2407,19 +2407,19 @@ all = ["numpy"]
 
 [[package]]
 name = "requests"
-version = "2.32.3"
+version = "2.32.4"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
-    {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
+    {file = "requests-2.32.4-py3-none-any.whl", hash = "sha256:27babd3cda2a6d50b30443204ee89830707d396671944c998b5975b031ac2b2c"},
+    {file = "requests-2.32.4.tar.gz", hash = "sha256:27d0316682c8a29834d3264820024b62a36942083d52caf2f14c0591336d3422"},
 ]
 
 [package.dependencies]
 certifi = ">=2017.4.17"
-charset-normalizer = ">=2,<4"
+charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<3"
 

From 2cb6c54e17d15ab9af996386725357c2b44d4b72 Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Thu, 31 Jul 2025 10:08:46 +0200
Subject: [PATCH 03/17] fix(deps): update dependency vue-i18n to v9.14.5
 [security] (#64)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

This PR contains the following updates:

| Package | Change | Age | Confidence |
|---|---|---|---|
|
[vue-i18n](https://redirect.github.com/intlify/vue-i18n/tree/master/packages/vue-i18n#readme)
([source](https://redirect.github.com/intlify/vue-i18n/tree/HEAD/packages/vue-i18n))
| [`9.14.4` ->
`9.14.5`](https://renovatebot.com/diffs/npm/vue-i18n/9.14.4/9.14.5) |
[![age](https://developer.mend.io/api/mc/badges/age/npm/vue-i18n/9.14.5?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/vue-i18n/9.14.4/9.14.5?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

### GitHub Vulnerability Alerts

####
[CVE-2025-53892](https://redirect.github.com/intlify/vue-i18n/security/advisories/GHSA-x8qp-wqqm-57ph)

### Summary
The escapeParameterHtml: true option in Vue I18n is designed to protect
against HTML/script injection by escaping interpolated parameters.
However, this setting fails to prevent execution of certain tag-based
payloads, such as `<img src=x onerror=...>`, if the interpolated value
is inserted inside an HTML context using v-html.

This may lead to a DOM-based XSS vulnerability, even when using
escapeParameterHtml: true, if a translation string includes minor HTML
and is rendered via v-html.

### Details

When escapeParameterHtml: true is enabled, it correctly escapes common
injection points.

However, it does not sanitize entire attribute contexts, which can be
used as XSS vectors via:

`<img src=x onerror=alert(1)>
`

### PoC
In your Vue I18n configuration:

```
const i18n = createI18n({
  escapeParameterHtml: true,
  messages: {
    en: {
      vulnerable: 'Caution: <img src=x onerror="{payload}">'
    }
  }
});
```
Use this interpolated payload:

`const payload = '<script>alert("xss")</script>';`
Render the translation using v-html (even not using v-html):

`<p v-html="$t('vulnerable', { payload })"></p>
`
Expected: escaped content should render as text, not execute.

Actual: script executes in some environments (or the payload is
partially parsed as HTML).

### Impact

This creates a DOM-based Cross-Site Scripting (XSS) vulnerability
despite enabling a security option (escapeParameterHtml) .

---

### Release Notes

<details>
<summary>intlify/vue-i18n (vue-i18n)</summary>

###
[`v9.14.5`](https://redirect.github.com/intlify/vue-i18n/releases/tag/v9.14.5)

[Compare
Source](https://redirect.github.com/intlify/vue-i18n/compare/v9.14.4...v9.14.5)

<!-- Release notes generated using configuration in .github/release.yml
at v9.14.5 -->

#### What's Changed

##### 🔒 Security Fixes

- fix: DOM-based XSS via tag attributes for escape parameter by
[@&#8203;kazupon](https://redirect.github.com/kazupon) in
[https://github.com/intlify/vue-i18n/pull/2230](https://redirect.github.com/intlify/vue-i18n/pull/2230)

**Full Changelog**:
https://github.com/intlify/vue-i18n/compare/v9.14.4...v9.14.5

</details>

---

### Configuration

📅 **Schedule**: Branch creation - "" in timezone UTC, Automerge - At any
time (no schedule defined).

🚦 **Automerge**: Enabled.

♻ **Rebasing**: Whenever PR is behind base branch, or you tick the
rebase/retry checkbox.

🔕 **Ignore**: Close this PR and you won't be reminded about this update
again.

---

- [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check
this box

---

This PR has been generated by [Renovate
Bot](https://redirect.github.com/renovatebot/renovate).

<!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiI0MS40Ni4zIiwidXBkYXRlZEluVmVyIjoiNDEuNDYuMyIsInRhcmdldEJyYW5jaCI6ImRlcHMtbWFpbiIsImxhYmVscyI6WyJub2RlanMiLCJyZW5vdmF0ZSJdfQ==-->

Co-authored-by: Renovate Bot <renovate@whitesourcesoftware.com>
---
 services/frontend/package-lock.json | 34 ++++++++++++++---------------
 1 file changed, 17 insertions(+), 17 deletions(-)

diff --git a/services/frontend/package-lock.json b/services/frontend/package-lock.json
index b5f30bb0..cf29f749 100644
--- a/services/frontend/package-lock.json
+++ b/services/frontend/package-lock.json
@@ -2819,13 +2819,13 @@
             }
         },
         "node_modules/@intlify/core-base": {
-            "version": "9.14.4",
-            "resolved": "https://registry.npmjs.org/@intlify/core-base/-/core-base-9.14.4.tgz",
-            "integrity": "sha512-vtZCt7NqWhKEtHa3SD/322DlgP5uR9MqWxnE0y8Q0tjDs9H5Lxhss+b5wv8rmuXRoHKLESNgw9d+EN9ybBbj9g==",
+            "version": "9.14.5",
+            "resolved": "https://registry.npmjs.org/@intlify/core-base/-/core-base-9.14.5.tgz",
+            "integrity": "sha512-5ah5FqZG4pOoHjkvs8mjtv+gPKYU0zCISaYNjBNNqYiaITxW8ZtVih3GS/oTOqN8d9/mDLyrjD46GBApNxmlsA==",
             "license": "MIT",
             "dependencies": {
-                "@intlify/message-compiler": "9.14.4",
-                "@intlify/shared": "9.14.4"
+                "@intlify/message-compiler": "9.14.5",
+                "@intlify/shared": "9.14.5"
             },
             "engines": {
                 "node": ">= 16"
@@ -2835,12 +2835,12 @@
             }
         },
         "node_modules/@intlify/message-compiler": {
-            "version": "9.14.4",
-            "resolved": "https://registry.npmjs.org/@intlify/message-compiler/-/message-compiler-9.14.4.tgz",
-            "integrity": "sha512-vcyCLiVRN628U38c3PbahrhbbXrckrM9zpy0KZVlDk2Z0OnGwv8uQNNXP3twwGtfLsCf4gu3ci6FMIZnPaqZsw==",
+            "version": "9.14.5",
+            "resolved": "https://registry.npmjs.org/@intlify/message-compiler/-/message-compiler-9.14.5.tgz",
+            "integrity": "sha512-IHzgEu61/YIpQV5Pc3aRWScDcnFKWvQA9kigcINcCBXN8mbW+vk9SK+lDxA6STzKQsVJxUPg9ACC52pKKo3SVQ==",
             "license": "MIT",
             "dependencies": {
-                "@intlify/shared": "9.14.4",
+                "@intlify/shared": "9.14.5",
                 "source-map-js": "^1.0.2"
             },
             "engines": {
@@ -2851,9 +2851,9 @@
             }
         },
         "node_modules/@intlify/shared": {
-            "version": "9.14.4",
-            "resolved": "https://registry.npmjs.org/@intlify/shared/-/shared-9.14.4.tgz",
-            "integrity": "sha512-P9zv6i1WvMc9qDBWvIgKkymjY2ptIiQ065PjDv7z7fDqH3J/HBRBN5IoiR46r/ujRcU7hCuSIZWvCAFCyuOYZA==",
+            "version": "9.14.5",
+            "resolved": "https://registry.npmjs.org/@intlify/shared/-/shared-9.14.5.tgz",
+            "integrity": "sha512-9gB+E53BYuAEMhbCAxVgG38EZrk59sxBtv3jSizNL2hEWlgjBjAw1AwpLHtNaeda12pe6W20OGEa0TwuMSRbyQ==",
             "license": "MIT",
             "engines": {
                 "node": ">= 16"
@@ -15500,13 +15500,13 @@
             }
         },
         "node_modules/vue-i18n": {
-            "version": "9.14.4",
-            "resolved": "https://registry.npmjs.org/vue-i18n/-/vue-i18n-9.14.4.tgz",
-            "integrity": "sha512-B934C8yUyWLT0EMud3DySrwSUJI7ZNiWYsEEz2gknTthqKiG4dzWE/WSa8AzCuSQzwBEv4HtG1jZDhgzPfWSKQ==",
+            "version": "9.14.5",
+            "resolved": "https://registry.npmjs.org/vue-i18n/-/vue-i18n-9.14.5.tgz",
+            "integrity": "sha512-0jQ9Em3ymWngyiIkj0+c/k7WgaPO+TNzjKSNq9BvBQaKJECqn9cd9fL4tkDhB5G1QBskGl9YxxbDAhgbFtpe2g==",
             "license": "MIT",
             "dependencies": {
-                "@intlify/core-base": "9.14.4",
-                "@intlify/shared": "9.14.4",
+                "@intlify/core-base": "9.14.5",
+                "@intlify/shared": "9.14.5",
                 "@vue/devtools-api": "^6.5.0"
             },
             "engines": {

From 818aeb309d8dfaed04c6e5a62f6149df78b143cb Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Thu, 31 Jul 2025 10:44:03 +0200
Subject: [PATCH 04/17] fix(deps): update all non-major dependencies (#67)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

This PR contains the following updates:

| Package | Change | Age | Confidence | Type | Update | Pending |
|---|---|---|---|---|---|---|
| [@heroicons/vue](https://redirect.github.com/tailwindlabs/heroicons) |
[`2.1.5` ->
`2.2.0`](https://renovatebot.com/diffs/npm/@heroicons%2fvue/2.1.5/2.2.0)
|
[![age](https://developer.mend.io/api/mc/badges/age/npm/@heroicons%2fvue/2.2.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/@heroicons%2fvue/2.1.5/2.2.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | |
| [@nx/web](https://nx.dev)
([source](https://redirect.github.com/nrwl/nx/tree/HEAD/packages/web)) |
[`18.0.4` ->
`18.3.5`](https://renovatebot.com/diffs/npm/@nx%2fweb/18.0.4/18.3.5) |
[![age](https://developer.mend.io/api/mc/badges/age/npm/@nx%2fweb/18.3.5?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/@nx%2fweb/18.0.4/18.3.5?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | minor | |
| [@rushstack/eslint-patch](https://rushstack.io)
([source](https://redirect.github.com/microsoft/rushstack/tree/HEAD/eslint/eslint-patch))
| [`1.10.4` ->
`1.12.0`](https://renovatebot.com/diffs/npm/@rushstack%2feslint-patch/1.10.4/1.12.0)
|
[![age](https://developer.mend.io/api/mc/badges/age/npm/@rushstack%2feslint-patch/1.12.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/@rushstack%2feslint-patch/1.10.4/1.12.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | minor | |
|
[@semantic-release/github](https://redirect.github.com/semantic-release/github)
| [`11.0.1` ->
`11.0.3`](https://renovatebot.com/diffs/npm/@semantic-release%2fgithub/11.0.1/11.0.3)
|
[![age](https://developer.mend.io/api/mc/badges/age/npm/@semantic-release%2fgithub/11.0.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/@semantic-release%2fgithub/11.0.1/11.0.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | patch | |
|
[@tailwindcss/typography](https://redirect.github.com/tailwindlabs/tailwindcss-typography)
| [`0.5.15` ->
`0.5.16`](https://renovatebot.com/diffs/npm/@tailwindcss%2ftypography/0.5.15/0.5.16)
|
[![age](https://developer.mend.io/api/mc/badges/age/npm/@tailwindcss%2ftypography/0.5.16?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/@tailwindcss%2ftypography/0.5.15/0.5.16?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | patch | |
| [@tsconfig/node21](https://redirect.github.com/tsconfig/bases)
([source](https://redirect.github.com/tsconfig/bases/tree/HEAD/bases)) |
[`21.0.3` ->
`21.0.4`](https://renovatebot.com/diffs/npm/@tsconfig%2fnode21/21.0.3/21.0.4)
|
[![age](https://developer.mend.io/api/mc/badges/age/npm/@tsconfig%2fnode21/21.0.4?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/@tsconfig%2fnode21/21.0.3/21.0.4?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | patch | |
|
[@types/node](https://redirect.github.com/DefinitelyTyped/DefinitelyTyped/tree/master/types/node)
([source](https://redirect.github.com/DefinitelyTyped/DefinitelyTyped/tree/HEAD/types/node))
| [`18.19.45` ->
`18.19.120`](https://renovatebot.com/diffs/npm/@types%2fnode/18.19.45/18.19.120)
|
[![age](https://developer.mend.io/api/mc/badges/age/npm/@types%2fnode/18.19.120?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/@types%2fnode/18.19.45/18.19.120?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | patch | `18.19.121` |
|
[@vitejs/plugin-vue](https://redirect.github.com/vitejs/vite-plugin-vue/tree/main/packages/plugin-vue#readme)
([source](https://redirect.github.com/vitejs/vite-plugin-vue/tree/HEAD/packages/plugin-vue))
| [`5.1.2` ->
`5.2.4`](https://renovatebot.com/diffs/npm/@vitejs%2fplugin-vue/5.1.2/5.2.4)
|
[![age](https://developer.mend.io/api/mc/badges/age/npm/@vitejs%2fplugin-vue/5.2.4?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/@vitejs%2fplugin-vue/5.1.2/5.2.4?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | minor | |
| [autoprefixer](https://redirect.github.com/postcss/autoprefixer) |
[`10.4.20` ->
`10.4.21`](https://renovatebot.com/diffs/npm/autoprefixer/10.4.20/10.4.21)
|
[![age](https://developer.mend.io/api/mc/badges/age/npm/autoprefixer/10.4.21?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/autoprefixer/10.4.20/10.4.21?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | patch | |
| [axios](https://axios-http.com)
([source](https://redirect.github.com/axios/axios)) | [`1.9.0` ->
`1.11.0`](https://renovatebot.com/diffs/npm/axios/1.9.0/1.11.0) |
[![age](https://developer.mend.io/api/mc/badges/age/npm/axios/1.11.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/axios/1.9.0/1.11.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | minor | |
| [boto3](https://redirect.github.com/boto/boto3) | `1.39.3` ->
`1.39.12` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/boto3/1.39.12?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/boto3/1.39.3/1.39.12?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | patch | `1.39.17` (+4) |
| [botocore](https://redirect.github.com/boto/botocore) | `1.39.3` ->
`1.39.12` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/botocore/1.39.12?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/botocore/1.39.3/1.39.12?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | patch | `1.39.17` (+4) |
| [cert-manager](https://cert-manager.io)
([source](https://redirect.github.com/cert-manager/cert-manager)) |
`v1.12.3` -> `v1.18.2` |
[![age](https://developer.mend.io/api/mc/badges/age/helm/cert-manager/v1.18.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/helm/cert-manager/v1.12.3/v1.18.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| | minor | |
| [coverage](https://redirect.github.com/nedbat/coveragepy) | `7.8.0` ->
`7.9.2` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/coverage/7.9.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/coverage/7.8.0/7.9.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dev | minor | `7.10.1` (+1) |
| [cypress](https://cypress.io)
([source](https://redirect.github.com/cypress-io/cypress)) | [`13.13.3`
-> `13.17.0`](https://renovatebot.com/diffs/npm/cypress/13.13.3/13.17.0)
|
[![age](https://developer.mend.io/api/mc/badges/age/npm/cypress/13.17.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/cypress/13.13.3/13.17.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | minor | |
| [daisyui](https://daisyui.com)
([source](https://redirect.github.com/saadeghi/daisyui/tree/HEAD/packages/daisyui))
| [`4.12.10` ->
`4.12.24`](https://renovatebot.com/diffs/npm/daisyui/4.12.10/4.12.24) |
[![age](https://developer.mend.io/api/mc/badges/age/npm/daisyui/4.12.24?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/daisyui/4.12.10/4.12.24?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | patch | |
| [debugpy](https://aka.ms/debugpy)
([source](https://redirect.github.com/microsoft/debugpy)) | `1.8.14` ->
`1.8.15` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/debugpy/1.8.15?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/debugpy/1.8.14/1.8.15?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dev | patch | |
| [debugpy](https://aka.ms/debugpy)
([source](https://redirect.github.com/microsoft/debugpy)) | `1.8.14` ->
`1.8.15` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/debugpy/1.8.15?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/debugpy/1.8.14/1.8.15?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | patch | |
|
[dependency-injector](https://redirect.github.com/ets-labs/python-dependency-injector)
| `4.46.0` -> `4.48.1` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/dependency-injector/4.48.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/dependency-injector/4.46.0/4.48.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | |
| [eslint](https://eslint.org)
([source](https://redirect.github.com/eslint/eslint)) | [`8.46.0` ->
`8.57.1`](https://renovatebot.com/diffs/npm/eslint/8.46.0/8.57.1) |
[![age](https://developer.mend.io/api/mc/badges/age/npm/eslint/8.57.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/eslint/8.46.0/8.57.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | minor | |
|
[eslint-plugin-cypress](https://redirect.github.com/cypress-io/eslint-plugin-cypress)
| [`2.15.1` ->
`2.15.2`](https://renovatebot.com/diffs/npm/eslint-plugin-cypress/2.15.1/2.15.2)
|
[![age](https://developer.mend.io/api/mc/badges/age/npm/eslint-plugin-cypress/2.15.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/eslint-plugin-cypress/2.15.1/2.15.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | patch | |
|
[eslint-plugin-import](https://redirect.github.com/import-js/eslint-plugin-import)
| [`2.27.5` ->
`2.32.0`](https://renovatebot.com/diffs/npm/eslint-plugin-import/2.27.5/2.32.0)
|
[![age](https://developer.mend.io/api/mc/badges/age/npm/eslint-plugin-import/2.32.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/eslint-plugin-import/2.27.5/2.32.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | minor | |
| [eslint-plugin-vue](https://eslint.vuejs.org)
([source](https://redirect.github.com/vuejs/eslint-plugin-vue)) |
[`9.27.0` ->
`9.33.0`](https://renovatebot.com/diffs/npm/eslint-plugin-vue/9.27.0/9.33.0)
|
[![age](https://developer.mend.io/api/mc/badges/age/npm/eslint-plugin-vue/9.33.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/eslint-plugin-vue/9.27.0/9.33.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | minor | |
| [fastapi](https://redirect.github.com/fastapi/fastapi)
([changelog](https://fastapi.tiangolo.com/release-notes/)) | `^0.115.2`
-> `^0.116.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/fastapi/0.116.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/fastapi/0.115.14/0.116.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | |
| [fastapi](https://redirect.github.com/fastapi/fastapi)
([changelog](https://fastapi.tiangolo.com/release-notes/)) | `^0.115.12`
-> `^0.116.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/fastapi/0.116.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/fastapi/0.115.14/0.116.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | |
| [fastembed](https://redirect.github.com/qdrant/fastembed) | `^0.6.1`
-> `^0.7.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/fastembed/0.7.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/fastembed/0.6.1/0.7.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | |
| [fastmcp](https://redirect.github.com/jlowin/fastmcp) | `2.8.1` ->
`2.10.6` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/fastmcp/2.10.6?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/fastmcp/2.8.1/2.10.6?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | |
| fasttext | `main` -> `4a44513` |  |  | dependencies | digest |  |
| [flake8](https://redirect.github.com/pycqa/flake8)
([changelog](https://flake8.pycqa.org/en/latest/release-notes/index.html))
| `7.2.0` -> `7.3.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/flake8/7.3.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/flake8/7.2.0/7.3.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dev | minor | |
|
[flake8-annotations-complexity](https://redirect.github.com/best-doctor/flake8-annotations-complexity)
| `^0.0.8` -> `^0.1.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/flake8-annotations-complexity/0.1.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/flake8-annotations-complexity/0.0.8/0.1.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dev | minor | |
|
[flake8-simplify](https://redirect.github.com/MartinThoma/flake8-simplify)
| `^0.21.0` -> `^0.22.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/flake8-simplify/0.22.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/flake8-simplify/0.21.0/0.22.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dev | minor | |
|
[flake8-simplify](https://redirect.github.com/MartinThoma/flake8-simplify)
| `^0.21.0` -> `^0.22.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/flake8-simplify/0.22.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/flake8-simplify/0.21.0/0.22.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | |
|
[ghcr.io/langfuse/langfuse](https://redirect.github.com/langfuse/langfuse)
| `3.27.2` -> `3.88.1` |
[![age](https://developer.mend.io/api/mc/badges/age/docker/ghcr.io%2flangfuse%2flangfuse/3.88.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/docker/ghcr.io%2flangfuse%2flangfuse/3.27.2/3.88.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| | minor | |
| ghcr.io/stackitcloud/rag-template/admin-backend | `v2.0.0` -> `v2.1.0`
|
[![age](https://developer.mend.io/api/mc/badges/age/docker/ghcr.io%2fstackitcloud%2frag-template%2fadmin-backend/v2.1.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/docker/ghcr.io%2fstackitcloud%2frag-template%2fadmin-backend/v2.0.0/v2.1.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| | minor | |
| ghcr.io/stackitcloud/rag-template/admin-frontend | `v2.0.0` ->
`v2.1.0` |
[![age](https://developer.mend.io/api/mc/badges/age/docker/ghcr.io%2fstackitcloud%2frag-template%2fadmin-frontend/v2.1.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/docker/ghcr.io%2fstackitcloud%2frag-template%2fadmin-frontend/v2.0.0/v2.1.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| | minor | |
| ghcr.io/stackitcloud/rag-template/document-extractor | `v2.0.0` ->
`v2.1.0` |
[![age](https://developer.mend.io/api/mc/badges/age/docker/ghcr.io%2fstackitcloud%2frag-template%2fdocument-extractor/v2.1.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/docker/ghcr.io%2fstackitcloud%2frag-template%2fdocument-extractor/v2.0.0/v2.1.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| | minor | |
| ghcr.io/stackitcloud/rag-template/frontend | `v2.0.0` -> `v2.1.0` |
[![age](https://developer.mend.io/api/mc/badges/age/docker/ghcr.io%2fstackitcloud%2frag-template%2ffrontend/v2.1.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/docker/ghcr.io%2fstackitcloud%2frag-template%2ffrontend/v2.0.0/v2.1.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| | minor | |
| ghcr.io/stackitcloud/rag-template/mcp-server | `v2.0.0` -> `v2.1.0` |
[![age](https://developer.mend.io/api/mc/badges/age/docker/ghcr.io%2fstackitcloud%2frag-template%2fmcp-server/v2.1.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/docker/ghcr.io%2fstackitcloud%2frag-template%2fmcp-server/v2.0.0/v2.1.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| | minor | |
| ghcr.io/stackitcloud/rag-template/rag-backend | `v2.0.0` -> `v2.1.0` |
[![age](https://developer.mend.io/api/mc/badges/age/docker/ghcr.io%2fstackitcloud%2frag-template%2frag-backend/v2.1.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/docker/ghcr.io%2fstackitcloud%2frag-template%2frag-backend/v2.0.0/v2.1.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| | minor | |
| [jsdom](https://redirect.github.com/jsdom/jsdom) | [`24.1.1` ->
`24.1.3`](https://renovatebot.com/diffs/npm/jsdom/24.1.1/24.1.3) |
[![age](https://developer.mend.io/api/mc/badges/age/npm/jsdom/24.1.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/jsdom/24.1.1/24.1.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | patch | |
|
[langchain-community](https://redirect.github.com/langchain-ai/langchain-community)
([changelog](https://redirect.github.com/langchain-ai/langchain/releases?q=tag%3A%22langchain-community%3D%3D0%22&expanded=true))
| `0.3.23` -> `0.3.27` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/langchain-community/0.3.27?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/langchain-community/0.3.23/0.3.27?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | patch | |
|
[langchain-community](https://redirect.github.com/langchain-ai/langchain-community)
([changelog](https://redirect.github.com/langchain-ai/langchain/releases?q=tag%3A%22langchain-community%3D%3D0%22&expanded=true))
| `0.3.24` -> `0.3.27` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/langchain-community/0.3.27?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/langchain-community/0.3.24/0.3.27?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | patch | |
| [langchain-core](https://redirect.github.com/langchain-ai/langchain)
([changelog](https://redirect.github.com/langchain-ai/langchain/releases?q=tag%3A%22langchain-core%3D%3D0%22&expanded=true))
| `0.3.68` -> `0.3.72` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/langchain-core/0.3.72?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/langchain-core/0.3.68/0.3.72?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | patch | |
| [langchain-core](https://redirect.github.com/langchain-ai/langchain)
([changelog](https://redirect.github.com/langchain-ai/langchain/releases?q=tag%3A%22langchain-core%3D%3D0%22&expanded=true))
| `0.3.63` -> `0.3.72` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/langchain-core/0.3.72?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/langchain-core/0.3.63/0.3.72?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | patch | |
| [langchain-ollama](https://redirect.github.com/langchain-ai/langchain)
([changelog](https://redirect.github.com/langchain-ai/langchain/releases?q=tag%3A%22langchain-ollama%3D%3D0%22&expanded=true))
| `0.3.3` -> `0.3.6` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/langchain-ollama/0.3.6?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/langchain-ollama/0.3.3/0.3.6?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | patch | |
| [langchain-openai](https://redirect.github.com/langchain-ai/langchain)
([changelog](https://redirect.github.com/langchain-ai/langchain/releases?q=tag%3A%22langchain-openai%3D%3D0%22&expanded=true))
| `0.3.27` -> `0.3.28` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/langchain-openai/0.3.28?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/langchain-openai/0.3.27/0.3.28?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | patch | |
| langfuse | `3.0.0` -> `3.2.1` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/langfuse/3.2.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/langfuse/3.0.0/3.2.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | |
| [langfuse](https://langfuse.com/)
([source](https://redirect.github.com/langfuse/langfuse-k8s)) | `0.12.1`
-> `0.13.1` |
[![age](https://developer.mend.io/api/mc/badges/age/helm/langfuse/0.13.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/helm/langfuse/0.12.1/0.13.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| | minor | |
| [langgraph](https://redirect.github.com/langchain-ai/langgraph) |
`^0.4.2` -> `^0.5.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/langgraph/0.5.4?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/langgraph/0.4.10/0.5.4?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | `0.6.2` (+2) |
| [minio](https://bitnami.com)
([source](https://redirect.github.com/bitnami/charts/tree/HEAD/bitnami/minio))
| `15.0.3` -> `15.0.7` |
[![age](https://developer.mend.io/api/mc/badges/age/helm/minio/15.0.7?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/helm/minio/15.0.3/15.0.7?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| | patch | |
| [nginx-ingress-controller](https://bitnami.com)
([source](https://redirect.github.com/bitnami/charts/tree/HEAD/bitnami/nginx-ingress-controller))
| `11.4.1` -> `11.6.27` |
[![age](https://developer.mend.io/api/mc/badges/age/helm/nginx-ingress-controller/11.6.27?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/helm/nginx-ingress-controller/11.4.1/11.6.27?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| | minor | |
| [node](https://redirect.github.com/actions/node-versions) | `22.13.1`
-> `22.17.1` |
[![age](https://developer.mend.io/api/mc/badges/age/github-releases/actions%2fnode-versions/22.17.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/github-releases/actions%2fnode-versions/22.13.1/22.17.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| uses-with | minor | |
| [numpy](https://redirect.github.com/numpy/numpy)
([changelog](https://numpy.org/doc/stable/release)) | `2.2.6` -> `2.3.1`
|
[![age](https://developer.mend.io/api/mc/badges/age/pypi/numpy/2.3.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/numpy/2.2.6/2.3.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | `2.3.2` |
| [nx](https://nx.dev)
([source](https://redirect.github.com/nrwl/nx/tree/HEAD/packages/nx)) |
[`17.1.3` ->
`17.3.2`](https://renovatebot.com/diffs/npm/nx/17.1.3/17.3.2) |
[![age](https://developer.mend.io/api/mc/badges/age/npm/nx/17.3.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/nx/17.1.3/17.3.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | minor | |
| [ollama](https://ollama.ai/)
([source](https://redirect.github.com/otwld/ollama-helm)) | `1.1.0` ->
`1.24.0` |
[![age](https://developer.mend.io/api/mc/badges/age/helm/ollama/1.24.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/helm/ollama/1.1.0/1.24.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| | minor | `1.25.0` |
| [openai](https://redirect.github.com/openai/openai-python) | `1.93.1`
-> `1.97.1` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/openai/1.97.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/openai/1.93.1/1.97.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | `1.98.0` (+1) |
| [opencv-python](https://redirect.github.com/opencv/opencv-python) |
`4.11.0.86` -> `4.12.0.88` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/opencv-python/4.12.0.88?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/opencv-python/4.11.0.86/4.12.0.88?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | |
| [pdfplumber](https://redirect.github.com/jsvine/pdfplumber) | `0.11.6`
-> `0.11.7` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/pdfplumber/0.11.7?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/pdfplumber/0.11.6/0.11.7?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | patch | |
| [pep8-naming](https://redirect.github.com/PyCQA/pep8-naming)
([changelog](https://redirect.github.com/PyCQA/pep8-naming/blob/main/CHANGELOG.rst))
| `^0.14.1` -> `^0.15.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/pep8-naming/0.15.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/pep8-naming/0.14.1/0.15.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dev | minor | |
| [pinia](https://pinia.vuejs.org)
([source](https://redirect.github.com/vuejs/pinia)) | [`2.2.2` ->
`2.3.1`](https://renovatebot.com/diffs/npm/pinia/2.2.2/2.3.1) |
[![age](https://developer.mend.io/api/mc/badges/age/npm/pinia/2.3.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/pinia/2.2.2/2.3.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | |
| [postcss](https://postcss.org/)
([source](https://redirect.github.com/postcss/postcss)) | [`8.4.47` ->
`8.5.6`](https://renovatebot.com/diffs/npm/postcss/8.4.47/8.5.6) |
[![age](https://developer.mend.io/api/mc/badges/age/npm/postcss/8.5.6?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/postcss/8.4.47/8.5.6?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | minor | |
|
[pydantic-settings](https://redirect.github.com/pydantic/pydantic-settings)
([changelog](https://redirect.github.com/pydantic/pydantic-settings/releases))
| `2.9.1` -> `2.10.1` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/pydantic-settings/2.10.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/pydantic-settings/2.9.1/2.10.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | |
| [pytest](https://redirect.github.com/pytest-dev/pytest)
([changelog](https://docs.pytest.org/en/stable/changelog.html)) |
`8.3.5` -> `8.4.1` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/pytest/8.4.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/pytest/8.3.5/8.4.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dev | minor | |
|
[pytest-asyncio](https://redirect.github.com/pytest-dev/pytest-asyncio)
([changelog](https://pytest-asyncio.readthedocs.io/en/latest/reference/changelog.html))
| `1.0.0` -> `1.1.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/pytest-asyncio/1.1.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/pytest-asyncio/1.0.0/1.1.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dev | minor | |
| python | `3.11.11` -> `3.13.5` |
[![age](https://developer.mend.io/api/mc/badges/age/docker/python/3.13.5?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/docker/python/3.11.11/3.13.5?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| | minor | |
| python | `3.11.7-bookworm` -> `3.13.5-bookworm` |
[![age](https://developer.mend.io/api/mc/badges/age/docker/python/3.13.5?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/docker/python/3.11.7/3.13.5?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| final | minor | |
| python | `3.11.7-bookworm` -> `3.13.5-bookworm` |
[![age](https://developer.mend.io/api/mc/badges/age/docker/python/3.13.5?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/docker/python/3.11.7/3.13.5?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| stage | minor | |
| [qdrant](https://qdrant.tech)
([source](https://redirect.github.com/qdrant/qdrant-helm)) | `1.12.6` ->
`1.15.0` |
[![age](https://developer.mend.io/api/mc/badges/age/helm/qdrant/1.15.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/helm/qdrant/1.12.6/1.15.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| | minor | `1.15.1` |
| [qdrant-client](https://redirect.github.com/qdrant/qdrant-client) |
`1.14.3` -> `1.15.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/qdrant-client/1.15.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/qdrant-client/1.14.3/1.15.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | |
| ragas | `^0.2.15` -> `^0.3.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/ragas/0.3.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/ragas/0.2.15/0.3.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | |
|
[stackit](https://registry.terraform.io/providers/stackitcloud/stackit)
([source](https://redirect.github.com/stackitcloud/terraform-provider-stackit))
| `~> 0.50.0` -> `~> 0.58.0` |
[![age](https://developer.mend.io/api/mc/badges/age/terraform-provider/stackitcloud%2fstackit/0.58.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/terraform-provider/stackitcloud%2fstackit/0.50.0/0.58.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| required_provider | minor | `0.58.2` |
| [tailwindcss](https://tailwindcss.com)
([source](https://redirect.github.com/tailwindlabs/tailwindcss/tree/HEAD/packages/tailwindcss))
| [`3.4.10` ->
`3.4.17`](https://renovatebot.com/diffs/npm/tailwindcss/3.4.10/3.4.17) |
[![age](https://developer.mend.io/api/mc/badges/age/npm/tailwindcss/3.4.17?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/tailwindcss/3.4.10/3.4.17?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | patch | |
| [typescript](https://www.typescriptlang.org/)
([source](https://redirect.github.com/microsoft/TypeScript)) | [`~5.3.3`
-> `~5.8.0`](https://renovatebot.com/diffs/npm/typescript/5.3.3/5.8.3) |
[![age](https://developer.mend.io/api/mc/badges/age/npm/typescript/5.8.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/typescript/5.3.3/5.8.3?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | minor | |
|
[unstructured](https://redirect.github.com/Unstructured-IO/unstructured)
| `0.17.2` -> `0.18.11` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/unstructured/0.18.11?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/unstructured/0.17.2/0.18.11?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | |
| [uvicorn](https://redirect.github.com/encode/uvicorn)
([changelog](https://www.uvicorn.org/release-notes)) | `^0.34.2` ->
`^0.35.0` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/uvicorn/0.35.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/uvicorn/0.34.3/0.35.0?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | |
|
[vite-tsconfig-paths](https://redirect.github.com/aleclarson/vite-tsconfig-paths)
| [`~4.2.0` ->
`~4.3.0`](https://renovatebot.com/diffs/npm/vite-tsconfig-paths/4.2.3/4.3.2)
|
[![age](https://developer.mend.io/api/mc/badges/age/npm/vite-tsconfig-paths/4.3.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/vite-tsconfig-paths/4.2.3/4.3.2?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| devDependencies | minor | |
|
[vue](https://redirect.github.com/vuejs/core/tree/main/packages/vue#readme)
([source](https://redirect.github.com/vuejs/core)) | [`3.4.38` ->
`3.5.18`](https://renovatebot.com/diffs/npm/vue/3.4.38/3.5.18) |
[![age](https://developer.mend.io/api/mc/badges/age/npm/vue/3.5.18?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/vue/3.4.38/3.5.18?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | |
| [vue-router](https://redirect.github.com/vuejs/router) | [`4.4.3` ->
`4.5.1`](https://renovatebot.com/diffs/npm/vue-router/4.4.3/4.5.1) |
[![age](https://developer.mend.io/api/mc/badges/age/npm/vue-router/4.5.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/vue-router/4.4.3/4.5.1?slim=true)](https://docs.renovatebot.com/merge-confidence/)
| dependencies | minor | |

---

### Release Notes

<details>
<summary>tailwindlabs/heroicons (@&#8203;heroicons/vue)</summary>

###
[`v2.2.0`](https://redirect.github.com/tailwindlabs/heroicons/blob/HEAD/CHANGELOG.md#220---2024-11-18)

[Compare
Source](https://redirect.github.com/tailwindlabs/heroicons/compare/v2.1.5...v2.2.0)

##### Added

- Add React 19 support
([#&#8203;1247](https://redirect.github.com/tailwindlabs/heroicons/pull/1247))

##### Fixed

- Removed unnecessary clipping path from `solid/arrow-left-circle`
([#&#8203;1211](https://redirect.github.com/tailwindlabs/heroicons/pull/1211))

</details>

<details>
<summary>nrwl/nx (@&#8203;nx/web)</summary>

### [`v18.3.5`](https://redirect.github.com/nrwl/nx/releases/tag/18.3.5)

[Compare
Source](https://redirect.github.com/nrwl/nx/compare/18.3.4...18.3.5)

#### 18.3.5 (2024-05-15)

##### 🩹 Fixes

- **core:** fix affected detection for inputs after named inputs
([#&#8203;23354](https://redirect.github.com/nrwl/nx/pull/23354))

##### ❤️  Thank You

- Jason Jean
[@&#8203;FrozenPandaz](https://redirect.github.com/FrozenPandaz)

### [`v18.3.4`](https://redirect.github.com/nrwl/nx/releases/tag/18.3.4)

[Compare
Source](https://redirect.github.com/nrwl/nx/compare/18.3.3...18.3.4)

#### 18.3.4 (2024-04-25)

##### 🚀 Features

- **core:** add root level forwardAllArgs
([#&#8203;22753](https://redirect.github.com/nrwl/nx/pull/22753))

##### 🩹 Fixes

- **core:** different commands should not be considered compatible
targets
([#&#8203;22863](https://redirect.github.com/nrwl/nx/pull/22863))
- **core:** fix pnpm install order on ci workflows
([#&#8203;22580](https://redirect.github.com/nrwl/nx/pull/22580))
- **core:** workspace context glob respects exclude
([#&#8203;22939](https://redirect.github.com/nrwl/nx/pull/22939))
- **core:** handle events that do not have paths
([#&#8203;22947](https://redirect.github.com/nrwl/nx/pull/22947))
- **core:** fix exclude for empty array
([#&#8203;22951](https://redirect.github.com/nrwl/nx/pull/22951))
- **core:** move a few api points to return root maps directly
([#&#8203;22949](https://redirect.github.com/nrwl/nx/pull/22949))
- **core:** regression register ts transpiler for local plugin
([#&#8203;22964](https://redirect.github.com/nrwl/nx/pull/22964))
- **core:** handle created directories when watching on linux
([#&#8203;22980](https://redirect.github.com/nrwl/nx/pull/22980))
- **core:** ensure create nodes functions are properly parallelized
([#&#8203;23005](https://redirect.github.com/nrwl/nx/pull/23005))
- **gradle:** change gradle command to be relative path
([#&#8203;22963](https://redirect.github.com/nrwl/nx/pull/22963))
- **gradle:** should skip println in project report
([#&#8203;22862](https://redirect.github.com/nrwl/nx/pull/22862))
- **gradle:** get gradlew path with projectRoot joins workspaceRoot
([#&#8203;22988](https://redirect.github.com/nrwl/nx/pull/22988))
- **graph:** don't listen to system theme changes in console
([#&#8203;22938](https://redirect.github.com/nrwl/nx/pull/22938))
- **linter:** do not infer lint tasks for projects without files to lint
([#&#8203;22944](https://redirect.github.com/nrwl/nx/pull/22944))
- **misc:** fix publish script
([#&#8203;22981](https://redirect.github.com/nrwl/nx/pull/22981))
- **misc:** perf logging shouldn't be enabled twice
([#&#8203;23012](https://redirect.github.com/nrwl/nx/pull/23012))
- **node:** e2e target fails out of the box
([#&#8203;22987](https://redirect.github.com/nrwl/nx/pull/22987))
- **repo:** downgrade to macos-13 in publish workflow
([#&#8203;22961](https://redirect.github.com/nrwl/nx/pull/22961))
- **storybook:** handle inherited config correctly when identifying the
framework used for inferred tasks
([#&#8203;22953](https://redirect.github.com/nrwl/nx/pull/22953))

##### ❤️  Thank You

- Colum Ferry [@&#8203;Coly010](https://redirect.github.com/Coly010)
- Craigory Coppola
[@&#8203;AgentEnder](https://redirect.github.com/AgentEnder)
- Emily Xiong [@&#8203;xiongemi](https://redirect.github.com/xiongemi)
- Jack Hsu [@&#8203;jaysoo](https://redirect.github.com/jaysoo)
- Jason Jean
[@&#8203;FrozenPandaz](https://redirect.github.com/FrozenPandaz)
- Jonathan Cammisuli
- Leosvel Pérez Espinosa
[@&#8203;leosvelperez](https://redirect.github.com/leosvelperez)
- MaxKless [@&#8203;MaxKless](https://redirect.github.com/MaxKless)
- Miroslav Jonaš
[@&#8203;meeroslav](https://redirect.github.com/meeroslav)
- Nicholas Cunningham
[@&#8203;ndcunningham](https://redirect.github.com/ndcunningham)
- Richard Roozenboom
[@&#8203;Roozenboom](https://redirect.github.com/Roozenboom)

### [`v18.3.3`](https://redirect.github.com/nrwl/nx/releases/tag/18.3.3)

[Compare
Source](https://redirect.github.com/nrwl/nx/compare/18.3.2...18.3.3)

#### 18.3.3 (2024-04-20)

##### 🩹 Fixes

- **angular:** fix loading postcss configuration in ng-packagr executors
([#&#8203;22900](https://redirect.github.com/nrwl/nx/pull/22900))
- **core:** group command exit listeners to avoid warning
([#&#8203;22892](https://redirect.github.com/nrwl/nx/pull/22892))
- **core:** handle plugin errors from isolation correctly
([#&#8203;22890](https://redirect.github.com/nrwl/nx/pull/22890))
- **core:** disable pty on windows until stable
([#&#8203;22910](https://redirect.github.com/nrwl/nx/pull/22910))
- **core:** fix cursor being hidden and process shutdown for ctrl c
([#&#8203;22895](https://redirect.github.com/nrwl/nx/pull/22895))
- **misc:** add --verbose support to nx graph
([#&#8203;22889](https://redirect.github.com/nrwl/nx/pull/22889))
- **misc:** mark migration for escaping env vars as skipped in nx repair
([#&#8203;22916](https://redirect.github.com/nrwl/nx/pull/22916))
- **misc:** don't clear node\_modules require cache
([#&#8203;22907](https://redirect.github.com/nrwl/nx/pull/22907))
- **testing:** bust require cache in jest plugin so configs reload
([#&#8203;22893](https://redirect.github.com/nrwl/nx/pull/22893))
- **vue:** do not add verbatimImportSyntax to tsconfig
([#&#8203;22905](https://redirect.github.com/nrwl/nx/pull/22905))

##### ❤️  Thank You

- Colum Ferry [@&#8203;Coly010](https://redirect.github.com/Coly010)
- Craigory Coppola
[@&#8203;AgentEnder](https://redirect.github.com/AgentEnder)
- Jason Jean
[@&#8203;FrozenPandaz](https://redirect.github.com/FrozenPandaz)
- Leosvel Pérez Espinosa
[@&#8203;leosvelperez](https://redirect.github.com/leosvelperez)

### [`v18.3.2`](https://redirect.github.com/nrwl/nx/releases/tag/18.3.2)

[Compare
Source](https://redirect.github.com/nrwl/nx/compare/18.3.1...18.3.2)

#### 18.3.2 (2024-04-18)

##### 🚀 Features

- **core:** load native files from tmp location instead of node\_modules
([#&#8203;22648](https://redirect.github.com/nrwl/nx/pull/22648))

##### 🩹 Fixes

- **bundling:** handle circular dependencies in
[@&#8203;nx/esbuild](https://redirect.github.com/nx/esbuild)
getExtraDependencies
([#&#8203;22644](https://redirect.github.com/nrwl/nx/pull/22644))
- **core:** load config util supports absolute paths on windows
([#&#8203;22837](https://redirect.github.com/nrwl/nx/pull/22837))
- **core:** keep plugin workers until main process shutdown
([#&#8203;22860](https://redirect.github.com/nrwl/nx/pull/22860))
- **core:** handle schema validation errors running commands directly
([#&#8203;22864](https://redirect.github.com/nrwl/nx/pull/22864))
- **core:** forward args provided to the nx add command to the invoked
init generator
([#&#8203;22855](https://redirect.github.com/nrwl/nx/pull/22855))
- **core:** fix hashing of external dependencies
([#&#8203;22865](https://redirect.github.com/nrwl/nx/pull/22865))
- **nx-cloud:** ensure root .env files are loaded during dte
([#&#8203;22859](https://redirect.github.com/nrwl/nx/pull/22859))
- **testing:** fix jest ci target names
([#&#8203;22858](https://redirect.github.com/nrwl/nx/pull/22858))

##### ❤️  Thank You

- Colum Ferry [@&#8203;Coly010](https://redirect.github.com/Coly010)
- Craigory Coppola
[@&#8203;AgentEnder](https://redirect.github.com/AgentEnder)
- Jason Jean
[@&#8203;FrozenPandaz](https://redirect.github.com/FrozenPandaz)
- Kyle Cannon
[@&#8203;kylecannon](https://redirect.github.com/kylecannon)
- Leosvel Pérez Espinosa
[@&#8203;leosvelperez](https://redirect.github.com/leosvelperez)
- MaxKless [@&#8203;MaxKless](https://redirect.github.com/MaxKless)

### [`v18.3.1`](https://redirect.github.com/nrwl/nx/releases/tag/18.3.1)

[Compare
Source](https://redirect.github.com/nrwl/nx/compare/18.3.0...18.3.1)

#### 18.3.1 (2024-04-17)

##### 🩹 Fixes

- **core:** repair sourcemap creation in createNodes
([#&#8203;22851](https://redirect.github.com/nrwl/nx/pull/22851))

##### ❤️  Thank You

- MaxKless [@&#8203;MaxKless](https://redirect.github.com/MaxKless)

### [`v18.3.0`](https://redirect.github.com/nrwl/nx/releases/tag/18.3.0)

[Compare
Source](https://redirect.github.com/nrwl/nx/compare/18.2.4...18.3.0)

#### 18.3.0 (2024-04-16)

##### 🚀 Features

- **core:** add metadata to targets
([#&#8203;22655](https://redirect.github.com/nrwl/nx/pull/22655))
- **core:** list crystal plugins with nx report
([#&#8203;22649](https://redirect.github.com/nrwl/nx/pull/22649))
- **core:** re-enable running plugins in isolation
([#&#8203;22527](https://redirect.github.com/nrwl/nx/pull/22527))
- **core:** load root .env files on daemon
([#&#8203;22786](https://redirect.github.com/nrwl/nx/pull/22786))
- **js:** add swc cli options --strip-leading-paths
([#&#8203;22193](https://redirect.github.com/nrwl/nx/pull/22193))
- **js:** add swc cli options --strip-leading-paths "
([#&#8203;22193](https://redirect.github.com/nrwl/nx/pull/22193),
[#&#8203;22832](https://redirect.github.com/nrwl/nx/pull/22832))
- **misc:** non conflicting init/add flow
([#&#8203;22791](https://redirect.github.com/nrwl/nx/pull/22791))
- **nuxt:** update
[@&#8203;nuxt/eslint-config](https://redirect.github.com/nuxt/eslint-config)
to a stable version
([#&#8203;22804](https://redirect.github.com/nrwl/nx/pull/22804))
- **nx-dev:** link Nx Launch Conf videos
([#&#8203;22690](https://redirect.github.com/nrwl/nx/pull/22690))
- **nx-dev:** remember selected tabs
([#&#8203;22699](https://redirect.github.com/nrwl/nx/pull/22699))
- **nx-dev:** add contact pages
([#&#8203;22815](https://redirect.github.com/nrwl/nx/pull/22815))
- **nx-dev:** banner for webinar
([#&#8203;22824](https://redirect.github.com/nrwl/nx/pull/22824))
- **testing:** add ability to split jest tests
([#&#8203;22662](https://redirect.github.com/nrwl/nx/pull/22662))
- **testing:** add metadata to playwright targets
([#&#8203;22768](https://redirect.github.com/nrwl/nx/pull/22768))
- **vite:** migrate to latest vite-plugin-dts
([#&#8203;22614](https://redirect.github.com/nrwl/nx/pull/22614))

##### 🩹 Fixes

- **angular:** prevent false positive validation due to option default
value in dev-server executor
([#&#8203;22606](https://redirect.github.com/nrwl/nx/pull/22606))
- **angular:** respect skipPackageJson correctly in library generator
([#&#8203;22608](https://redirect.github.com/nrwl/nx/pull/22608))
- **angular:** fix @&#8203;nx/angular/src/utils entry point
([#&#8203;22609](https://redirect.github.com/nrwl/nx/pull/22609))
- **angular:** fix dynamic module federation generation
([#&#8203;22724](https://redirect.github.com/nrwl/nx/pull/22724))
- **angular:** respect skipPackageJson correctly across generators
([#&#8203;22777](https://redirect.github.com/nrwl/nx/pull/22777))
- **angular:** execute wrapped schematics post tasks and log messages
([#&#8203;22780](https://redirect.github.com/nrwl/nx/pull/22780))
- **bundling:** support exported array of options for rollup
([#&#8203;22703](https://redirect.github.com/nrwl/nx/pull/22703))
- **bundling:** print errors from rollup build
([#&#8203;22707](https://redirect.github.com/nrwl/nx/pull/22707))
- **bundling:** show codeframes for Rollup build errors
([#&#8203;22845](https://redirect.github.com/nrwl/nx/pull/22845))
- **core:** do not assume workspace inputs cause all projects to be af…
([#&#8203;22573](https://redirect.github.com/nrwl/nx/pull/22573))
- **core:** write terminal output to cache folder
([#&#8203;22673](https://redirect.github.com/nrwl/nx/pull/22673))
- **core:** errors from create dependencies should show properly
([#&#8203;22695](https://redirect.github.com/nrwl/nx/pull/22695))
- **core:** not passing props of run-commands to underlying command
([#&#8203;22595](https://redirect.github.com/nrwl/nx/pull/22595))
- **core:** update pty version to add windows specific flags
([#&#8203;22711](https://redirect.github.com/nrwl/nx/pull/22711))
- **core:** detect imports from template literals in dynamic imports
([#&#8203;22749](https://redirect.github.com/nrwl/nx/pull/22749))
- **core:** attach cli args from target options explicitly with '='
([#&#8203;22756](https://redirect.github.com/nrwl/nx/pull/22756))
- **core:** fix plugin exclude option
([#&#8203;22738](https://redirect.github.com/nrwl/nx/pull/22738))
- **core:** improve `isCI` to better detect other providers
([#&#8203;22694](https://redirect.github.com/nrwl/nx/pull/22694))
- **core:** errors thrown when creating projects should prevent running
targets
([#&#8203;22807](https://redirect.github.com/nrwl/nx/pull/22807))
- **core:** use name instead of .prototype.name when comparing errors
([#&#8203;22840](https://redirect.github.com/nrwl/nx/pull/22840))
- **core:** fix init logging and package.json updates
([#&#8203;22843](https://redirect.github.com/nrwl/nx/pull/22843))
- **devkit:** update peer dependency on nx to include Nx 19
([#&#8203;22811](https://redirect.github.com/nrwl/nx/pull/22811))
- **js:** update jest snapshot after vite-plugin-dts bump
([#&#8203;22621](https://redirect.github.com/nrwl/nx/pull/22621))
- **js:** append target when generating tmp tsconfig to prevent
conflicts
[#&#8203;21396](https://redirect.github.com/nrwl/nx/issues/21396)
([#&#8203;22671](https://redirect.github.com/nrwl/nx/pull/22671),
[#&#8203;21396](https://redirect.github.com/nrwl/nx/issues/21396))
- **js:** propagate error from child process to
[@&#8203;nx/js](https://redirect.github.com/nx/js):node executor
([#&#8203;22705](https://redirect.github.com/nrwl/nx/pull/22705))
- **js:** do not default to commonjs type field in package.json
([#&#8203;22819](https://redirect.github.com/nrwl/nx/pull/22819))
- **misc:** fix optional branch tracking on ci pipeline
([#&#8203;22652](https://redirect.github.com/nrwl/nx/pull/22652))
- **module-federation:** serve dynamic remotes statically in their own
processes
([#&#8203;22688](https://redirect.github.com/nrwl/nx/pull/22688))
- **nextjs:** Adding tailwind should work when creating an app OOTB
([#&#8203;22709](https://redirect.github.com/nrwl/nx/pull/22709))
- **nuxt:** use loadConfigFile from devkit rather than
[@&#8203;nuxt/kit](https://redirect.github.com/nuxt/kit)
([#&#8203;22571](https://redirect.github.com/nrwl/nx/pull/22571))
- **nx-dev:** Update urls that are 404
([#&#8203;22653](https://redirect.github.com/nrwl/nx/pull/22653))
- **react-native:** storybook relative paths
([#&#8203;22031](https://redirect.github.com/nrwl/nx/pull/22031))
- **react-native:** should ask for app name when preset is react native
([#&#8203;22761](https://redirect.github.com/nrwl/nx/pull/22761))
- **react-native:** fix unable to resolve on windows
([#&#8203;22759](https://redirect.github.com/nrwl/nx/pull/22759))
- **release:** respect root .npmrc registry settings for publishing
([12afa20210](https://redirect.github.com/nrwl/nx/commit/12afa20210))
- **release:** do not try to interpolate packageRoot for root project
([#&#8203;22771](https://redirect.github.com/nrwl/nx/pull/22771))
- **testing:** fix playwright executor uiPort option schema
([#&#8203;22610](https://redirect.github.com/nrwl/nx/pull/22610))
- **testing:** app generators should create correct e2e config at
generation time
([#&#8203;22565](https://redirect.github.com/nrwl/nx/pull/22565))
- **vite:** ensure cache is created correctly for separate vite and
vitest config files
[#&#8203;22244](https://redirect.github.com/nrwl/nx/issues/22244)
([#&#8203;22618](https://redirect.github.com/nrwl/nx/pull/22618),
[#&#8203;22244](https://redirect.github.com/nrwl/nx/issues/22244))
- **vite:** pass cli arguments as options to vitest
([#&#8203;22355](https://redirect.github.com/nrwl/nx/pull/22355))
- **webpack:** bring back previous SVG and SVGR behavior for React
projects
([#&#8203;22628](https://redirect.github.com/nrwl/nx/pull/22628))
- **webpack:** support standard webpack config with
[@&#8203;nx/webpack](https://redirect.github.com/nx/webpack):dev-server
([#&#8203;22660](https://redirect.github.com/nrwl/nx/pull/22660))
- **webpack:** remove url-loader from dependencies since it is replaced
by asset modules
([#&#8203;22698](https://redirect.github.com/nrwl/nx/pull/22698))
- **webpack:** typo for outputPath
([#&#8203;22734](https://redirect.github.com/nrwl/nx/pull/22734))
- **webpack:** Should work when absolute paths are supplied as output
([#&#8203;22736](https://redirect.github.com/nrwl/nx/pull/22736))

##### ❤️  Thank You

- Altan Stalker
- arekkubaczkowski
[@&#8203;arekkubaczkowski](https://redirect.github.com/arekkubaczkowski)
- Austin Fahsl [@&#8203;fahslaj](https://redirect.github.com/fahslaj)
- Benjamin Cabanes
[@&#8203;bcabanes](https://redirect.github.com/bcabanes)
- Colum Ferry [@&#8203;Coly010](https://redirect.github.com/Coly010)
- Craigory Coppola
[@&#8203;AgentEnder](https://redirect.github.com/AgentEnder)
- Emily Xiong [@&#8203;xiongemi](https://redirect.github.com/xiongemi)
- Every [@&#8203;hongxuWei](https://redirect.github.com/hongxuWei)
- Isaac Mann
[@&#8203;isaacplmann](https://redirect.github.com/isaacplmann)
- Jack Hsu [@&#8203;jaysoo](https://redirect.github.com/jaysoo)
- Jason Jean
[@&#8203;FrozenPandaz](https://redirect.github.com/FrozenPandaz)
- Juri Strumpflohner
[@&#8203;juristr](https://redirect.github.com/juristr)
- Leosvel Pérez Espinosa
[@&#8203;leosvelperez](https://redirect.github.com/leosvelperez)
- Lucca Miranda [@&#8203;luckened](https://redirect.github.com/luckened)
- MaxKless [@&#8203;MaxKless](https://redirect.github.com/MaxKless)
- Miroslav Jonaš
[@&#8203;meeroslav](https://redirect.github.com/meeroslav)
- Nicholas Cunningham
[@&#8203;ndcunningham](https://redirect.github.com/ndcunningham)
- Thomas Dekiere
- Younes Jaaidi

### [`v18.2.4`](https://redirect.github.com/nrwl/nx/releases/tag/18.2.4)

[Compare
Source](https://redirect.github.com/nrwl/nx/compare/18.2.3...18.2.4)

#### 18.2.4 (2024-04-09)

##### 🩹 Fixes

- **angular:** fix dynamic module federation generation
([#&#8203;22724](https://redirect.github.com/nrwl/nx/pull/22724))
- **core:** update pty version to add windows specific flags
([#&#8203;22711](https://redirect.github.com/nrwl/nx/pull/22711))
- **nextjs:** Adding tailwind should work when creating an app OOTB
([#&#8203;22709](https://redirect.github.com/nrwl/nx/pull/22709))

##### ❤️  Thank You

- Craigory Coppola
[@&#8203;AgentEnder](https://redirect.github.com/AgentEnder)
- Leosvel Pérez Espinosa
[@&#8203;leosvelperez](https://redirect.github.com/leosvelperez)
- Nicholas Cunningham
[@&#8203;ndcunningham](https://redirect.github.com/ndcunningham)

### [`v18.2.3`](https://redirect.github.com/nrwl/nx/releases/tag/18.2.3)

[Compare
Source](https://redirect.github.com/nrwl/nx/compare/18.2.2...18.2.3)

#### 18.2.3 (2024-04-05)

##### 🚀 Features

- **core:** list crystal plugins with nx report
([#&#8203;22649](https://redirect.github.com/nrwl/nx/pull/22649))

##### 🩹 Fixes

- **bundling:** print errors from rollup build
([#&#8203;22707](https://redirect.github.com/nrwl/nx/pull/22707))
- **core:** write terminal output to cache folder
([#&#8203;22673](https://redirect.github.com/nrwl/nx/pull/22673))
- **core:** errors from create dependencies should show properly
([#&#8203;22695](https://redirect.github.com/nrwl/nx/pull/22695))
- **core:** not passing props of run-commands to underlying command
([#&#8203;22595](https://redirect.github.com/nrwl/nx/pull/22595))
- **js:** update jest snapshot after vite-plugin-dts bump
([#&#8203;22621](https://redirect.github.com/nrwl/nx/pull/22621))
- **js:** append target when generating tmp tsconfig to prevent
conflicts
[#&#8203;21396](https://redirect.github.com/nrwl/nx/issues/21396)
([#&#8203;22671](https://redirect.github.com/nrwl/nx/pull/22671),
[#&#8203;21396](https://redirect.github.com/nrwl/nx/issues/21396))
- **js:** propagate error from child process to
[@&#8203;nx/js](https://redirect.github.com/nx/js):node executor
([#&#8203;22705](https://redirect.github.com/nrwl/nx/pull/22705))
- **misc:** fix optional branch tracking on ci pipeline
([#&#8203;22652](https://redirect.github.com/nrwl/nx/pull/22652))
- **module-federation:** serve dynamic remotes statically in their own
processes
([#&#8203;22688](https://redirect.github.com/nrwl/nx/pull/22688))
- **nx-dev:** Update urls that are 404
([#&#8203;22653](https://redirect.github.com/nrwl/nx/pull/22653))
- **release:** respect root .npmrc registry settings for publishing
([9dd97c43a1](https://redirect.github.com/nrwl/nx/commit/9dd97c43a1))
- **testing:** fix playwright executor uiPort option schema
([#&#8203;22610](https://redirect.github.com/nrwl/nx/pull/22610))
- **testing:** app generators should create correct e2e config at
generation time
([#&#8203;22565](https://redirect.github.com/nrwl/nx/pull/22565))
- **vite:** ensure cache is created correctly for separate vite and
vitest config files
[#&#8203;22244](https://redirect.github.com/nrwl/nx/issues/22244)
([#&#8203;22618](https://redirect.github.com/nrwl/nx/pull/22618),
[#&#8203;22244](https://redirect.github.com/nrwl/nx/issues/22244))
- **webpack:** bring back previous SVG and SVGR behavior for React
projects
([#&#8203;22628](https://redirect.github.com/nrwl/nx/pull/22628))
- **webpack:** support standard webpack config with
[@&#8203;nx/webpack](https://redirect.github.com/nx/webpack):dev-server
([#&#8203;22660](https://redirect.github.com/nrwl/nx/pull/22660))
- **webpack:** remove url-loader from dependencies since it is replaced
by asset modules
([#&#8203;22698](https://redirect.github.com/nrwl/nx/pull/22698))

##### ❤️  Thank You

- Altan Stalker
- Austin Fahsl [@&#8203;fahslaj](https://redirect.github.com/fahslaj)
- Colum Ferry [@&#8203;Coly010](https://redirect.github.com/Coly010)
- Craigory Coppola
[@&#8203;AgentEnder](https://redirect.github.com/AgentEnder)
- Emily Xiong [@&#8203;xiongemi](https://redirect.github.com/xiongemi)
- Jack Hsu [@&#8203;jaysoo](https://redirect.github.com/jaysoo)
- Leosvel Pérez Espinosa
[@&#8203;leosvelperez](https://redirect.github.com/leosvelperez)
- Miroslav Jonaš
[@&#8203;meeroslav](https://redirect.github.com/meeroslav)
- Nicholas Cunningham
[@&#8203;ndcunningham](https://redirect.github.com/ndcunningham)

### [`v18.2.2`](https:/

Co-authored-by: Renovate Bot <renovate@whitesourcesoftware.com>
---
 .github/workflows/semantic-release.yml        |    2 +-
 .../.github/workflows/semantic-release.yml    |    2 +-
 infrastructure/rag/Chart.lock                 |   12 +-
 infrastructure/rag/Chart.yaml                 |    8 +-
 infrastructure/rag/values.yaml                |   14 +-
 .../server-setup/base-setup/Chart.lock        |    8 +-
 .../server-setup/base-setup/Chart.yaml        |    4 +-
 infrastructure/terraform/main.tf              |    2 +-
 libs/.github/workflows/semantic-release.yml   |    2 +-
 libs/admin-api-lib/poetry.lock                |  133 +-
 libs/admin-api-lib/pyproject.toml             |    8 +-
 libs/extractor-api-lib/poetry.lock            |  195 +-
 libs/extractor-api-lib/pyproject.toml         |   16 +-
 libs/poetry.lock                              |    8 +-
 libs/pyproject.toml                           |    2 +-
 libs/rag-core-api/.python-version             |    2 +-
 libs/rag-core-api/poetry.lock                 |  169 +-
 libs/rag-core-api/pyproject.toml              |   16 +-
 libs/rag-core-lib/poetry.lock                 |  104 +-
 libs/rag-core-lib/pyproject.toml              |    8 +-
 package-lock.json                             |  242 +-
 services/admin-backend/poetry.lock            |   62 +-
 services/admin-backend/pyproject.toml         |    2 +-
 services/document-extractor/poetry.lock       |    8 +-
 services/document-extractor/pyproject.toml    |    2 +-
 services/frontend/package-lock.json           | 3075 +++++++----------
 services/frontend/package.json                |   14 +-
 services/mcp-server/Dockerfile                |    4 +-
 services/mcp-server/poetry.lock               |  789 +++--
 services/mcp-server/pyproject.toml            |    6 +-
 services/rag-backend/poetry.lock              |   64 +-
 services/rag-backend/pyproject.toml           |    2 +-
 32 files changed, 2491 insertions(+), 2494 deletions(-)

diff --git a/.github/workflows/semantic-release.yml b/.github/workflows/semantic-release.yml
index 481f9a6f..b47b2a3d 100644
--- a/.github/workflows/semantic-release.yml
+++ b/.github/workflows/semantic-release.yml
@@ -31,7 +31,7 @@ jobs:
       - name: setup-node
         uses: actions/setup-node@v4
         with:
-          node-version: "22.13.1"
+          node-version: "22.17.1"
 
       - name: create-archives
         run: |
diff --git a/infrastructure/.github/workflows/semantic-release.yml b/infrastructure/.github/workflows/semantic-release.yml
index 1ec3213d..f49f363a 100644
--- a/infrastructure/.github/workflows/semantic-release.yml
+++ b/infrastructure/.github/workflows/semantic-release.yml
@@ -19,7 +19,7 @@ jobs:
       - name: Setup Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: "22.13.1"
+          node-version: "22.17.1"
       - name: Install dependencies
         run: npm clean-install
       - name: Verify the integrity of provenance attestations and registry signatures for installed dependencies
diff --git a/infrastructure/rag/Chart.lock b/infrastructure/rag/Chart.lock
index 8cf43546..5727ecc6 100644
--- a/infrastructure/rag/Chart.lock
+++ b/infrastructure/rag/Chart.lock
@@ -1,18 +1,18 @@
 dependencies:
 - name: langfuse
   repository: https://langfuse.github.io/langfuse-k8s
-  version: 0.12.1
+  version: 0.13.1
 - name: qdrant
   repository: https://qdrant.github.io/qdrant-helm
-  version: 1.12.6
+  version: 1.15.0
 - name: minio
   repository: https://charts.bitnami.com/bitnami
-  version: 15.0.3
+  version: 15.0.7
 - name: keydb
   repository: https://enapter.github.io/charts/
   version: 0.48.0
 - name: ollama
   repository: https://otwld.github.io/ollama-helm/
-  version: 1.1.0
-digest: sha256:9c99676d554fe68802c434b3daac2d50778e38d2793d10b84d1f4d6d78f99726
-generated: "2025-07-02T12:36:38.510315+02:00"
+  version: 1.24.0
+digest: sha256:5d274ff927bf767fd41057275293a1751fd0f7834d7499d2b3345eb0f433335b
+generated: "2025-07-31T08:32:30.614652929Z"
diff --git a/infrastructure/rag/Chart.yaml b/infrastructure/rag/Chart.yaml
index 138164d1..47ae8127 100644
--- a/infrastructure/rag/Chart.yaml
+++ b/infrastructure/rag/Chart.yaml
@@ -10,15 +10,15 @@ appVersion: "1.0.0"
 dependencies:
 - name: langfuse
   repository: https://langfuse.github.io/langfuse-k8s
-  version: "0.12.1"
+  version: "0.13.1"
   condition: features.langfuse.enabled
 - name: qdrant
-  version: 1.12.6
+  version: 1.15.0
   repository: "https://qdrant.github.io/qdrant-helm"
   condition: features.qdrant.enabled
 - name: minio
   repository: https://charts.bitnami.com/bitnami
-  version: "15.0.3"
+  version: "15.0.7"
   condition: features.minio.enabled
 - name: keydb
   repository: https://enapter.github.io/charts/
@@ -26,6 +26,6 @@ dependencies:
   condition: features.keydb.enabled
 - name: ollama
   alias: ollama
-  version: 1.1.0
+  version: 1.24.0
   repository: https://otwld.github.io/ollama-helm/
   condition: features.ollama.enabled
diff --git a/infrastructure/rag/values.yaml b/infrastructure/rag/values.yaml
index cfc0a3ae..2023dc77 100644
--- a/infrastructure/rag/values.yaml
+++ b/infrastructure/rag/values.yaml
@@ -70,7 +70,7 @@ backend:
     image:
       repository: ghcr.io/stackitcloud/rag-template/mcp-server
       pullPolicy: Always
-      tag: "v2.0.0"
+      tag: "v2.1.0"
 
   name: backend
   replicaCount: 1
@@ -78,7 +78,7 @@ backend:
   image:
     repository: ghcr.io/stackitcloud/rag-template/rag-backend
     pullPolicy: Always
-    tag: "v2.0.0"
+    tag: "v2.1.0"
 
   command:
   - "poetry"
@@ -216,7 +216,7 @@ frontend:
   image:
     repository: ghcr.io/stackitcloud/rag-template/frontend
     pullPolicy: Always
-    tag: "v2.0.0"
+    tag: "v2.1.0"
 
   service:
     type: ClusterIP
@@ -251,7 +251,7 @@ adminBackend:
   image:
     repository: ghcr.io/stackitcloud/rag-template/admin-backend
     pullPolicy: Always
-    tag: "v2.0.0"
+    tag: "v2.1.0"
 
   command:
   - "poetry"
@@ -331,7 +331,7 @@ extractor:
   image:
     repository: ghcr.io/stackitcloud/rag-template/document-extractor
     pullPolicy: Always
-    tag: "v2.0.0"
+    tag: "v2.1.0"
 
   command:
   - "poetry"
@@ -379,7 +379,7 @@ adminFrontend:
   image:
     repository: ghcr.io/stackitcloud/rag-template/admin-frontend
     pullPolicy: Always
-    tag: "v2.0.0"
+    tag: "v2.1.0"
 
   service:
     type: ClusterIP
@@ -452,7 +452,7 @@ langfuse:
   image:
     repository: ghcr.io/langfuse/langfuse
     pullPolicy: Always
-    tag: "3.27.2"
+    tag: "3.88.1"
   postgresql:
     deploy: true
     auth:
diff --git a/infrastructure/server-setup/base-setup/Chart.lock b/infrastructure/server-setup/base-setup/Chart.lock
index e07a5c53..367ddc52 100644
--- a/infrastructure/server-setup/base-setup/Chart.lock
+++ b/infrastructure/server-setup/base-setup/Chart.lock
@@ -1,9 +1,9 @@
 dependencies:
 - name: cert-manager
   repository: https://charts.jetstack.io
-  version: v1.12.3
+  version: v1.18.2
 - name: nginx-ingress-controller
   repository: https://charts.bitnami.com/bitnami
-  version: 11.4.1
-digest: sha256:50d1681804095d5d70589f1fd828181320e89b1666675ae0d12c803e792e6760
-generated: "2024-09-11T22:43:52.025580423+02:00"
+  version: 11.6.27
+digest: sha256:3197e71b2e91041da3bca61187bd413ea86ed7778a8cecf363182be1aaead1f0
+generated: "2025-07-31T08:32:45.824521293Z"
diff --git a/infrastructure/server-setup/base-setup/Chart.yaml b/infrastructure/server-setup/base-setup/Chart.yaml
index 4ee3f336..938ea330 100644
--- a/infrastructure/server-setup/base-setup/Chart.yaml
+++ b/infrastructure/server-setup/base-setup/Chart.yaml
@@ -7,8 +7,8 @@ version: 0.0.1
 appVersion: "0.0.1"
 dependencies:
 - name: cert-manager
-  version: "v1.12.3"
+  version: "v1.18.2"
   repository: https://charts.jetstack.io
 - name: nginx-ingress-controller
-  version: "11.4.1"
+  version: "11.6.27"
   repository: https://charts.bitnami.com/bitnami
diff --git a/infrastructure/terraform/main.tf b/infrastructure/terraform/main.tf
index 5ca76782..a62dc05e 100644
--- a/infrastructure/terraform/main.tf
+++ b/infrastructure/terraform/main.tf
@@ -2,7 +2,7 @@ terraform {
   required_providers {
     stackit = {
       source  = "stackitcloud/stackit"
-      version = "~> 0.50.0"
+      version = "~> 0.58.0"
     }
   }
 }
diff --git a/libs/.github/workflows/semantic-release.yml b/libs/.github/workflows/semantic-release.yml
index 295f5525..658e8214 100644
--- a/libs/.github/workflows/semantic-release.yml
+++ b/libs/.github/workflows/semantic-release.yml
@@ -19,7 +19,7 @@ jobs:
       - name: Setup Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: "22.13.1"
+          node-version: "22.17.1"
       - name: Install dependencies
         run: npm install
       - name: Verify the integrity of provenance attestations and registry signatures for installed dependencies
diff --git a/libs/admin-api-lib/poetry.lock b/libs/admin-api-lib/poetry.lock
index a98ba260..d4ebf9e9 100644
--- a/libs/admin-api-lib/poetry.lock
+++ b/libs/admin-api-lib/poetry.lock
@@ -296,18 +296,18 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.39.3"
+version = "1.39.17"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "boto3-1.39.3-py3-none-any.whl", hash = "sha256:056cfa2440fe1a157a7c2be897c749c83e1a322144aa4dad889f2fca66571019"},
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 ]
 
 [package.dependencies]
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+botocore = ">=1.39.17,<1.40.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.13.0,<0.14.0"
 
@@ -316,14 +316,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.39.3"
+version = "1.39.17"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -673,38 +673,38 @@ typing-inspect = ">=0.4.0,<1"
 
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 ]
 
 [[package]]
@@ -784,24 +784,25 @@ files = [
 
 [[package]]
 name = "fastapi"
-version = "0.115.14"
+version = "0.116.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 [package.dependencies]
 pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
-starlette = ">=0.40.0,<0.47.0"
+starlette = ">=0.40.0,<0.48.0"
 typing-extensions = ">=4.8.0"
 
 [package.extras]
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+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[standard-no-fastapi-cloud-cli] (>=0.0.8)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
 
 [[package]]
 name = "filelock"
@@ -1094,14 +1095,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1843,23 +1844,23 @@ xai = ["langchain-xai"]
 
 [[package]]
 name = "langchain-community"
-version = "0.3.23"
+version = "0.3.27"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
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 dataclasses-json = ">=0.5.7,<0.7"
 httpx-sse = ">=0.4.0,<1.0.0"
-langchain = ">=0.3.24,<1.0.0"
-langchain-core = ">=0.3.56,<1.0.0"
-langsmith = ">=0.1.125,<0.4"
+langchain = ">=0.3.26,<1.0.0"
+langchain-core = ">=0.3.66,<1.0.0"
+langsmith = ">=0.1.125"
 numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
 pydantic-settings = ">=2.4.0,<3.0.0"
 PyYAML = ">=5.3"
@@ -1869,20 +1870,20 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.68"
+version = "0.3.72"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "langchain_core-0.3.72.tar.gz", hash = "sha256:4de3828909b3d7910c313242ab07b241294650f5cb6eac17738dd3638b1cd7de"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
 langsmith = ">=0.3.45"
-packaging = ">=23.2,<25"
+packaging = ">=23.2"
 pydantic = ">=2.7.4"
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
@@ -1922,14 +1923,14 @@ langchain-core = ">=0.3.51,<1.0.0"
 
 [[package]]
 name = "langfuse"
-version = "3.0.0"
+version = "3.2.1"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
-    {file = "langfuse-3.0.0-py3-none-any.whl", hash = "sha256:5f493bd15760b15195cc71ec7aaa4f93008058a1f5dfe4b32f72f31cbdc6f605"},
-    {file = "langfuse-3.0.0.tar.gz", hash = "sha256:c47449ae93a3007efee6b861484f529efb187ddbfb5093e0cb94b84636e0a605"},
+    {file = "langfuse-3.2.1-py3-none-any.whl", hash = "sha256:07a84e8c1eed6ac8e149bdda1431fd866e4aee741b66124316336fb2bc7e6a32"},
+    {file = "langfuse-3.2.1.tar.gz", hash = "sha256:f79b0380dfcf52c7525bb5d7f8e9d8786a6fc8b37867def047bb388930a7beb3"},
 ]
 
 [package.dependencies]
@@ -3021,14 +3022,14 @@ dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests
 
 [[package]]
 name = "pytest-asyncio"
-version = "1.0.0"
+version = "1.1.0"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "pytest_asyncio-1.0.0-py3-none-any.whl", hash = "sha256:4f024da9f1ef945e680dc68610b52550e36590a67fd31bb3b4943979a1f90ef3"},
-    {file = "pytest_asyncio-1.0.0.tar.gz", hash = "sha256:d15463d13f4456e1ead2594520216b225a16f781e144f8fdf6c5bb4667c48b3f"},
+    {file = "pytest_asyncio-1.1.0-py3-none-any.whl", hash = "sha256:5fe2d69607b0bd75c656d1211f969cadba035030156745ee09e7d71740e58ecf"},
+    {file = "pytest_asyncio-1.1.0.tar.gz", hash = "sha256:796aa822981e01b68c12e4827b8697108f7205020f24b5793b3c41555dab68ea"},
 ]
 
 [package.dependencies]
@@ -3157,10 +3158,10 @@ develop = false
 deprecated = "^1.2.18"
 flashrank = "^0.2.10"
 langchain = "^0.3.25"
-langchain-community = "0.3.23"
-langchain-core = "0.3.68"
+langchain-community = "0.3.27"
+langchain-core = "0.3.72"
 langchain-openai = "^0.3.27"
-langfuse = "3.0.0"
+langfuse = "3.2.1"
 oauthlib = "^3.2.2"
 openai = "^1.77.0"
 pydantic = "^2.11.4"
@@ -3759,14 +3760,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.34.3"
+version = "0.35.0"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "uvicorn-0.34.3-py3-none-any.whl", hash = "sha256:16246631db62bdfbf069b0645177d6e8a77ba950cfedbfd093acef9444e4d885"},
-    {file = "uvicorn-0.34.3.tar.gz", hash = "sha256:35919a9a979d7a59334b6b10e05d77c1d0d574c50e0fc98b8b1a0f165708b55a"},
+    {file = "uvicorn-0.35.0-py3-none-any.whl", hash = "sha256:197535216b25ff9b785e29a0b79199f55222193d47f820816e7da751e9bc8d4a"},
+    {file = "uvicorn-0.35.0.tar.gz", hash = "sha256:bc662f087f7cf2ce11a1d7fd70b90c9f98ef2e2831556dd078d131b96cc94a01"},
 ]
 
 [package.dependencies]
@@ -4120,4 +4121,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "28827653a07bb505f4da3384ec9896368e8a8aa078b0d6fb6e690754766411c9"
+content-hash = "567b2368fd8d8c5e6905c764d92fcb3ae95ea0f404682a26e868ad854934b323"
diff --git a/libs/admin-api-lib/pyproject.toml b/libs/admin-api-lib/pyproject.toml
index a811da10..ad42905e 100644
--- a/libs/admin-api-lib/pyproject.toml
+++ b/libs/admin-api-lib/pyproject.toml
@@ -85,7 +85,7 @@ flake8-pytest-style = "^2.1.0"
 pep8-naming = "^0.15.1"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
@@ -97,14 +97,14 @@ pytest-asyncio = "^1.0.0"
 [tool.poetry.dependencies]
 rag-core-lib = {path = "../rag-core-lib"}
 python = "^3.13"
-uvicorn = "^0.34.2"
-fastapi = "^0.115.12"
+uvicorn = "^0.35.0"
+fastapi = "^0.116.0"
 dependency-injector = "^4.46.0"
 python-dateutil = "^2.9.0.post0"
 tenacity = "9.1.2"
 boto3 = "^1.38.10"
 tqdm = "^4.67.1"
-langfuse = "3.0.0"
+langfuse = "3.2.1"
 redis = "^6.0.0"
 pyyaml = "^6.0.2"
 python-multipart = "^0.0.20"
diff --git a/libs/extractor-api-lib/poetry.lock b/libs/extractor-api-lib/poetry.lock
index 51a7068e..cf7238ad 100644
--- a/libs/extractor-api-lib/poetry.lock
+++ b/libs/extractor-api-lib/poetry.lock
@@ -355,18 +355,18 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.39.3"
+version = "1.39.17"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "boto3-1.39.3-py3-none-any.whl", hash = "sha256:056cfa2440fe1a157a7c2be897c749c83e1a322144aa4dad889f2fca66571019"},
-    {file = "boto3-1.39.3.tar.gz", hash = "sha256:0a367106497649ae3d8a7b571b8c3be01b7b935a0fe303d4cc2574ed03aecbb4"},
+    {file = "boto3-1.39.17-py3-none-any.whl", hash = "sha256:6af9f7d6db7b5e72d6869ae22ebad1b0c6602591af2ef5d914b331a055953df5"},
+    {file = "boto3-1.39.17.tar.gz", hash = "sha256:a6904a40b1c61f6a1766574b3155ec75a6020399fb570be2b51bf93a2c0a2b3d"},
 ]
 
 [package.dependencies]
-botocore = ">=1.39.3,<1.40.0"
+botocore = ">=1.39.17,<1.40.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.13.0,<0.14.0"
 
@@ -375,14 +375,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.39.3"
+version = "1.39.17"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "botocore-1.39.3-py3-none-any.whl", hash = "sha256:66a81cfac18ad5e9f47696c73fdf44cdbd8f8ca51ab3fca1effca0aabf61f02f"},
-    {file = "botocore-1.39.3.tar.gz", hash = "sha256:da8f477e119f9f8a3aaa8b3c99d9c6856ed0a243680aa3a3fbbfc15a8d4093fb"},
+    {file = "botocore-1.39.17-py3-none-any.whl", hash = "sha256:41db169e919f821b3ef684794c5e67dd7bb1f5ab905d33729b1d8c27fafe8004"},
+    {file = "botocore-1.39.17.tar.gz", hash = "sha256:1a1f0b29dab5d1b10d16f14423c16ac0a3043272f579e9ab0d757753ee9a7d2b"},
 ]
 
 [package.dependencies]
@@ -857,38 +857,38 @@ vision = ["Pillow (>=9.4.0)"]
 
 [[package]]
 name = "debugpy"
-version = "1.8.14"
+version = "1.8.15"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
@@ -1023,24 +1023,25 @@ files = [
 
 [[package]]
 name = "fastapi"
-version = "0.115.14"
+version = "0.116.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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-    {file = "fastapi-0.115.14.tar.gz", hash = "sha256:b1de15cdc1c499a4da47914db35d0e4ef8f1ce62b624e94e0e5824421df99739"},
+    {file = "fastapi-0.116.1-py3-none-any.whl", hash = "sha256:c46ac7c312df840f0c9e220f7964bada936781bc4e2e6eb71f1c4d7553786565"},
+    {file = "fastapi-0.116.1.tar.gz", hash = "sha256:ed52cbf946abfd70c5a0dccb24673f0670deeb517a88b3544d03c2a6bf283143"},
 ]
 
 [package.dependencies]
 pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
-starlette = ">=0.40.0,<0.47.0"
+starlette = ">=0.40.0,<0.48.0"
 typing-extensions = ">=4.8.0"
 
 [package.extras]
-all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
-standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[standard-no-fastapi-cloud-cli] (>=0.0.8)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
 
 [[package]]
 name = "fasttext"
@@ -1060,7 +1061,7 @@ setuptools = ">=0.7.0"
 [package.source]
 type = "git"
 url = "https://github.com/cfculhane/fastText"
-reference = "main"
+reference = "4a4451337ae6b476b9c584b97776c8c3eb4b27c5"
 resolved_reference = "4a4451337ae6b476b9c584b97776c8c3eb4b27c5"
 
 [[package]]
@@ -1366,14 +1367,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["dev"]
 files = [
-    {file = "flake8_simplify-0.21.0-py3-none-any.whl", hash = "sha256:439391e762a9370b371208add0b5c5c40c3d25a98e1f5421d263215d08194183"},
-    {file = "flake8_simplify-0.21.0.tar.gz", hash = "sha256:c95ff1dcc1de5949af47e0087cbf1164445881131b15bcd7a71252670f492f4d"},
+    {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
+    {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
 ]
 
 [package.dependencies]
@@ -1870,20 +1871,20 @@ files = [
 
 [[package]]
 name = "langchain"
-version = "0.3.25"
+version = "0.3.27"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = ">=3.9"
+python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain-0.3.25-py3-none-any.whl", hash = "sha256:931f7d2d1eaf182f9f41c5e3272859cfe7f94fc1f7cef6b3e5a46024b4884c21"},
-    {file = "langchain-0.3.25.tar.gz", hash = "sha256:a1d72aa39546a23db08492d7228464af35c9ee83379945535ceef877340d2a3a"},
+    {file = "langchain-0.3.27-py3-none-any.whl", hash = "sha256:7b20c4f338826acb148d885b20a73a16e410ede9ee4f19bb02011852d5f98798"},
+    {file = "langchain-0.3.27.tar.gz", hash = "sha256:aa6f1e6274ff055d0fd36254176770f356ed0a8994297d1df47df341953cec62"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.58,<1.0.0"
-langchain-text-splitters = ">=0.3.8,<1.0.0"
-langsmith = ">=0.1.17,<0.4"
+langchain-core = ">=0.3.72,<1.0.0"
+langchain-text-splitters = ">=0.3.9,<1.0.0"
+langsmith = ">=0.1.17"
 pydantic = ">=2.7.4,<3.0.0"
 PyYAML = ">=5.3"
 requests = ">=2,<3"
@@ -1910,23 +1911,23 @@ xai = ["langchain-xai"]
 
 [[package]]
 name = "langchain-community"
-version = "0.3.24"
+version = "0.3.27"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_community-0.3.24-py3-none-any.whl", hash = "sha256:b6cdb376bf1c2f4d2503aca20f8f35f2d5b3d879c52848277f20ce1950e7afaf"},
-    {file = "langchain_community-0.3.24.tar.gz", hash = "sha256:62d9e8cf9aadf35182ec3925f9ec1c8e5e84fb4f199f67a01aee496d289dc264"},
+    {file = "langchain_community-0.3.27-py3-none-any.whl", hash = "sha256:581f97b795f9633da738ea95da9cb78f8879b538090c9b7a68c0aed49c828f0d"},
+    {file = "langchain_community-0.3.27.tar.gz", hash = "sha256:e1037c3b9da0c6d10bf06e838b034eb741e016515c79ef8f3f16e53ead33d882"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
 httpx-sse = ">=0.4.0,<1.0.0"
-langchain = ">=0.3.25,<1.0.0"
-langchain-core = ">=0.3.59,<1.0.0"
-langsmith = ">=0.1.125,<0.4"
+langchain = ">=0.3.26,<1.0.0"
+langchain-core = ">=0.3.66,<1.0.0"
+langsmith = ">=0.1.125"
 numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
 pydantic-settings = ">=2.4.0,<3.0.0"
 PyYAML = ">=5.3"
@@ -1936,20 +1937,20 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.63"
+version = "0.3.72"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.63-py3-none-any.whl", hash = "sha256:f91db8221b1bc6808f70b2e72fded1a94d50ee3f1dff1636fb5a5a514c64b7f5"},
-    {file = "langchain_core-0.3.63.tar.gz", hash = "sha256:e2e30cfbb7684a5a0319f6cbf065fc3c438bfd1060302f085a122527890fb01e"},
+    {file = "langchain_core-0.3.72-py3-none-any.whl", hash = "sha256:9fa15d390600eb6b6544397a7aa84be9564939b6adf7a2b091179ea30405b240"},
+    {file = "langchain_core-0.3.72.tar.gz", hash = "sha256:4de3828909b3d7910c313242ab07b241294650f5cb6eac17738dd3638b1cd7de"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
-langsmith = ">=0.1.126,<0.4"
-packaging = ">=23.2,<25"
+langsmith = ">=0.3.45"
+packaging = ">=23.2"
 pydantic = ">=2.7.4"
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
@@ -1957,18 +1958,18 @@ typing-extensions = ">=4.7"
 
 [[package]]
 name = "langchain-text-splitters"
-version = "0.3.8"
+version = "0.3.9"
 description = "LangChain text splitting utilities"
 optional = false
-python-versions = "<4.0,>=3.9"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_text_splitters-0.3.8-py3-none-any.whl", hash = "sha256:e75cc0f4ae58dcf07d9f18776400cf8ade27fadd4ff6d264df6278bb302f6f02"},
-    {file = "langchain_text_splitters-0.3.8.tar.gz", hash = "sha256:116d4b9f2a22dda357d0b79e30acf005c5518177971c66a9f1ab0edfdb0f912e"},
+    {file = "langchain_text_splitters-0.3.9-py3-none-any.whl", hash = "sha256:cee0bb816211584ea79cc79927317c358543f40404bcfdd69e69ba3ccde54401"},
+    {file = "langchain_text_splitters-0.3.9.tar.gz", hash = "sha256:7cd1e5a3aaf609979583eeca2eb34177622570b8fa8f586a605c6b1c34e7ebdb"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.51,<1.0.0"
+langchain-core = ">=0.3.72,<1.0.0"
 
 [[package]]
 name = "langdetect"
@@ -2540,23 +2541,23 @@ tests = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "opencv-python"
-version = "4.11.0.86"
+version = "4.12.0.88"
 description = "Wrapper package for OpenCV python bindings."
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
-    {file = "opencv-python-4.11.0.86.tar.gz", hash = "sha256:03d60ccae62304860d232272e4a4fda93c39d595780cb40b161b310244b736a4"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-macosx_13_0_arm64.whl", hash = "sha256:432f67c223f1dc2824f5e73cdfcd9db0efc8710647d4e813012195dc9122a52a"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-macosx_13_0_x86_64.whl", hash = "sha256:9d05ef13d23fe97f575153558653e2d6e87103995d54e6a35db3f282fe1f9c66"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1b92ae2c8852208817e6776ba1ea0d6b1e0a1b5431e971a2a0ddd2a8cc398202"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b02611523803495003bd87362db3e1d2a0454a6a63025dc6658a9830570aa0d"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-win32.whl", hash = "sha256:810549cb2a4aedaa84ad9a1c92fbfdfc14090e2749cedf2c1589ad8359aa169b"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-win_amd64.whl", hash = "sha256:085ad9b77c18853ea66283e98affefe2de8cc4c1f43eda4c100cf9b2721142ec"},
+    {file = "opencv-python-4.12.0.88.tar.gz", hash = "sha256:8b738389cede219405f6f3880b851efa3415ccd674752219377353f017d2994d"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-macosx_13_0_arm64.whl", hash = "sha256:f9a1f08883257b95a5764bf517a32d75aec325319c8ed0f89739a57fae9e92a5"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-macosx_13_0_x86_64.whl", hash = "sha256:812eb116ad2b4de43ee116fcd8991c3a687f099ada0b04e68f64899c09448e81"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:51fd981c7df6af3e8f70b1556696b05224c4e6b6777bdd2a46b3d4fb09de1a92"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:092c16da4c5a163a818f120c22c5e4a2f96e0db4f24e659c701f1fe629a690f9"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-win32.whl", hash = "sha256:ff554d3f725b39878ac6a2e1fa232ec509c36130927afc18a1719ebf4fbf4357"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-win_amd64.whl", hash = "sha256:d98edb20aa932fd8ebd276a72627dad9dc097695b3d435a4257557bbb49a79d2"},
 ]
 
 [package.dependencies]
-numpy = {version = ">=1.26.0", markers = "python_version >= \"3.12\""}
+numpy = {version = ">=2,<2.3.0", markers = "python_version >= \"3.9\""}
 
 [[package]]
 name = "opencv-python-headless"
@@ -2826,14 +2827,14 @@ pillow = "*"
 
 [[package]]
 name = "pdfminer-six"
-version = "20250327"
+version = "20250506"
 description = "PDF parser and analyzer"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pdfminer_six-20250327-py3-none-any.whl", hash = "sha256:5af494c85b1ecb7c28df5e3a26bb5234a8226a307503d9a09f4958bc154b16a9"},
-    {file = "pdfminer_six-20250327.tar.gz", hash = "sha256:57f6c34c2702df04cfa3191622a3db0a922ced686d35283232b00094f8914aa1"},
+    {file = "pdfminer_six-20250506-py3-none-any.whl", hash = "sha256:d81ad173f62e5f841b53a8ba63af1a4a355933cfc0ffabd608e568b9193909e3"},
+    {file = "pdfminer_six-20250506.tar.gz", hash = "sha256:b03cc8df09cf3c7aba8246deae52e0bca7ebb112a38895b5e1d4f5dd2b8ca2e7"},
 ]
 
 [package.dependencies]
@@ -2847,18 +2848,18 @@ image = ["Pillow"]
 
 [[package]]
 name = "pdfplumber"
-version = "0.11.6"
+version = "0.11.7"
 description = "Plumb a PDF for detailed information about each char, rectangle, and line."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "pdfplumber-0.11.6-py3-none-any.whl", hash = "sha256:169fc2b8dbf328c81a4e9bab30af0c304ad4b472fd7816616eabdb79dc5d9d17"},
-    {file = "pdfplumber-0.11.6.tar.gz", hash = "sha256:d0f419e031641d9eac70dc18c60e1fc3ca2ec28cce7e149644923c030a0003ff"},
+    {file = "pdfplumber-0.11.7-py3-none-any.whl", hash = "sha256:edd2195cca68bd770da479cf528a737e362968ec2351e62a6c0b71ff612ac25e"},
+    {file = "pdfplumber-0.11.7.tar.gz", hash = "sha256:fa67773e5e599de1624255e9b75d1409297c5e1d7493b386ce63648637c67368"},
 ]
 
 [package.dependencies]
-"pdfminer.six" = "20250327"
+"pdfminer.six" = "20250506"
 Pillow = ">=9.1"
 pypdfium2 = ">=4.18.0"
 
@@ -4354,20 +4355,20 @@ files = [
 
 [[package]]
 name = "unstructured"
-version = "0.17.2"
+version = "0.18.11"
 description = "A library that prepares raw documents for downstream ML tasks."
 optional = false
-python-versions = ">=3.9.0"
+python-versions = ">=3.10.0"
 groups = ["main"]
 files = [
-    {file = "unstructured-0.17.2-py3-none-any.whl", hash = "sha256:527dd26a4b273aebef2f9119c9d4f0d0ce17640038d92296d23abe89be123840"},
-    {file = "unstructured-0.17.2.tar.gz", hash = "sha256:af18c3caef0a6c562cf77e34ee8b6ff522b605031d2336ffe565df66f126aa46"},
+    {file = "unstructured-0.18.11-py3-none-any.whl", hash = "sha256:85aec87032177b826ec278e57e3f74ef3a2aa7e887ab137875e572293cf9659b"},
+    {file = "unstructured-0.18.11.tar.gz", hash = "sha256:cf177d2a212a8bcd3a5a6750d8400c079764d30dabdb6605e7ba0a65679e00a0"},
 ]
 
 [package.dependencies]
 backoff = "*"
 beautifulsoup4 = "*"
-chardet = "*"
+charset-normalizer = "*"
 dataclasses-json = "*"
 emoji = "*"
 filetype = "*"
@@ -4390,25 +4391,25 @@ unstructured-client = "*"
 wrapt = "*"
 
 [package.extras]
-all-docs = ["effdet", "google-cloud-vision", "markdown", "networkx", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=0.8.10)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
+all-docs = ["effdet", "google-cloud-vision", "markdown", "msoffcrypto-tool", "networkx", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=1.0.5)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
 csv = ["pandas"]
 doc = ["python-docx (>=1.1.2)"]
 docx = ["python-docx (>=1.1.2)"]
 epub = ["pypandoc"]
 huggingface = ["langdetect", "sacremoses", "sentencepiece", "torch", "transformers"]
-image = ["effdet", "google-cloud-vision", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=0.8.10)", "unstructured.pytesseract (>=0.3.12)"]
-local-inference = ["effdet", "google-cloud-vision", "markdown", "networkx", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=0.8.10)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
+image = ["effdet", "google-cloud-vision", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=1.0.5)", "unstructured.pytesseract (>=0.3.12)"]
+local-inference = ["effdet", "google-cloud-vision", "markdown", "msoffcrypto-tool", "networkx", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=1.0.5)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
 md = ["markdown"]
 odt = ["pypandoc", "python-docx (>=1.1.2)"]
 org = ["pypandoc"]
 paddleocr = ["paddlepaddle (>=3.0.0b1)", "unstructured.paddleocr (==2.10.0)"]
-pdf = ["effdet", "google-cloud-vision", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=0.8.10)", "unstructured.pytesseract (>=0.3.12)"]
+pdf = ["effdet", "google-cloud-vision", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=1.0.5)", "unstructured.pytesseract (>=0.3.12)"]
 ppt = ["python-pptx (>=1.0.1)"]
 pptx = ["python-pptx (>=1.0.1)"]
 rst = ["pypandoc"]
 rtf = ["pypandoc"]
 tsv = ["pandas"]
-xlsx = ["networkx", "openpyxl", "pandas", "xlrd"]
+xlsx = ["msoffcrypto-tool", "networkx", "openpyxl", "pandas", "xlrd"]
 
 [[package]]
 name = "unstructured-client"
@@ -4451,14 +4452,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.34.3"
+version = "0.35.0"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "uvicorn-0.34.3-py3-none-any.whl", hash = "sha256:16246631db62bdfbf069b0645177d6e8a77ba950cfedbfd093acef9444e4d885"},
-    {file = "uvicorn-0.34.3.tar.gz", hash = "sha256:35919a9a979d7a59334b6b10e05d77c1d0d574c50e0fc98b8b1a0f165708b55a"},
+    {file = "uvicorn-0.35.0-py3-none-any.whl", hash = "sha256:197535216b25ff9b785e29a0b79199f55222193d47f820816e7da751e9bc8d4a"},
+    {file = "uvicorn-0.35.0.tar.gz", hash = "sha256:bc662f087f7cf2ce11a1d7fd70b90c9f98ef2e2831556dd078d131b96cc94a01"},
 ]
 
 [package.dependencies]
@@ -4964,4 +4965,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "e9e3c53994b363d8e8f002503800a29fae169ec568ffbcc99d7a745d4855a8ac"
+content-hash = "e84a114f651fc89d49a29a9aefb10d07e95bc77ef9f46e0c747b8be7472acaaa"
diff --git a/libs/extractor-api-lib/pyproject.toml b/libs/extractor-api-lib/pyproject.toml
index 3daf933a..78ee2203 100644
--- a/libs/extractor-api-lib/pyproject.toml
+++ b/libs/extractor-api-lib/pyproject.toml
@@ -70,10 +70,10 @@ max-line-length = 120
 python = "^3.13"
 wheel = "^0.45.1"
 botocore = "^1.38.10"
-fasttext = {git = "https://github.com/cfculhane/fastText", rev = "main"}
+fasttext = {git = "https://github.com/cfculhane/fastText", rev = "4a4451337ae6b476b9c584b97776c8c3eb4b27c5"}
 pytesseract = "^0.3.10"
-fastapi = "^0.115.12"
-uvicorn = "^0.34.2"
+fastapi = "^0.116.0"
+uvicorn = "^0.35.0"
 dependency-injector = "^4.46.0"
 pydantic-settings = "^2.9.1"
 boto3 = "^1.38.10"
@@ -81,8 +81,8 @@ debugpy = "^1.8.14"
 python-multipart = "^0.0.20"
 oauthlib = "^3.2.2"
 requests-oauthlib = "^2.0.0"
-pdfplumber = "0.11.6"
-opencv-python = "4.11.0.86"
+pdfplumber = "0.11.7"
+opencv-python = "4.12.0.88"
 pdf2image = "1.17.0"
 datasets = "^3.5.1"
 pandas = "^2.2.2"
@@ -92,12 +92,12 @@ partial = "^1.0"
 pyyaml = "^6.0.2"
 numpy = "^2.2.5"
 docx2txt = "^0.9"
-unstructured = {extras = ["docx", "pptx"], version = "0.17.2"}
+unstructured = {extras = ["docx", "pptx"], version = "0.18.11"}
 html5lib = "^1.1"
 langchain-community = "^0.3.23"
 atlassian-python-api = "^4.0.3"
 markdownify = "^1.1.0"
-langchain-core = "0.3.63"
+langchain-core = "0.3.72"
 camelot-py = {extras = ["cv"], version = "^1.0.0"}
 fake-useragent = "^2.2.0"
 
@@ -121,7 +121,7 @@ flake8-pytest-style = "^2.1.0"
 pep8-naming = "^0.15.1"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
diff --git a/libs/poetry.lock b/libs/poetry.lock
index d37fa4bb..bb9630f3 100644
--- a/libs/poetry.lock
+++ b/libs/poetry.lock
@@ -428,14 +428,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["main"]
 files = [
-    {file = "flake8_simplify-0.21.0-py3-none-any.whl", hash = "sha256:439391e762a9370b371208add0b5c5c40c3d25a98e1f5421d263215d08194183"},
-    {file = "flake8_simplify-0.21.0.tar.gz", hash = "sha256:c95ff1dcc1de5949af47e0087cbf1164445881131b15bcd7a71252670f492f4d"},
+    {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
+    {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
 ]
 
 [package.dependencies]
@@ -764,4 +764,4 @@ pbr = ">=2.0.0"
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "b8c76039873e191433a28871f301473ff295be933062ab52809316ddb25910c2"
+content-hash = "805107635e1e441811af01de35a549fecca1b5ea07f42a8c3a8feb3fb257decd"
diff --git a/libs/pyproject.toml b/libs/pyproject.toml
index 9dd2407b..a040dc92 100644
--- a/libs/pyproject.toml
+++ b/libs/pyproject.toml
@@ -72,7 +72,7 @@ flake8-pytest-style = "^2.1.0"
 pep8-naming = "^0.15.1"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
diff --git a/libs/rag-core-api/.python-version b/libs/rag-core-api/.python-version
index 2d4715b6..86f8c02e 100644
--- a/libs/rag-core-api/.python-version
+++ b/libs/rag-core-api/.python-version
@@ -1 +1 @@
-3.11.11
+3.13.5
diff --git a/libs/rag-core-api/poetry.lock b/libs/rag-core-api/poetry.lock
index fbe46b75..dcbca107 100644
--- a/libs/rag-core-api/poetry.lock
+++ b/libs/rag-core-api/poetry.lock
@@ -688,38 +688,38 @@ vision = ["Pillow (>=9.4.0)"]
 
 [[package]]
 name = "debugpy"
-version = "1.8.14"
+version = "1.8.15"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "debugpy-1.8.15-py2.py3-none-any.whl", hash = "sha256:bce2e6c5ff4f2e00b98d45e7e01a49c7b489ff6df5f12d881c67d2f1ac635f3d"},
+    {file = "debugpy-1.8.15.tar.gz", hash = "sha256:58d7a20b7773ab5ee6bdfb2e6cf622fdf1e40c9d5aef2857d85391526719ac00"},
 ]
 
 [[package]]
@@ -827,35 +827,36 @@ files = [
 
 [[package]]
 name = "fastapi"
-version = "0.115.14"
+version = "0.116.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "fastapi-0.115.14-py3-none-any.whl", hash = "sha256:6c0c8bf9420bd58f565e585036d971872472b4f7d3f6c73b698e10cffdefb3ca"},
-    {file = "fastapi-0.115.14.tar.gz", hash = "sha256:b1de15cdc1c499a4da47914db35d0e4ef8f1ce62b624e94e0e5824421df99739"},
+    {file = "fastapi-0.116.1-py3-none-any.whl", hash = "sha256:c46ac7c312df840f0c9e220f7964bada936781bc4e2e6eb71f1c4d7553786565"},
+    {file = "fastapi-0.116.1.tar.gz", hash = "sha256:ed52cbf946abfd70c5a0dccb24673f0670deeb517a88b3544d03c2a6bf283143"},
 ]
 
 [package.dependencies]
 pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
-starlette = ">=0.40.0,<0.47.0"
+starlette = ">=0.40.0,<0.48.0"
 typing-extensions = ">=4.8.0"
 
 [package.extras]
-all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
-standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[standard-no-fastapi-cloud-cli] (>=0.0.8)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
 
 [[package]]
 name = "fastembed"
-version = "0.6.1"
+version = "0.7.1"
 description = "Fast, light, accurate library built for retrieval embedding generation"
 optional = false
 python-versions = ">=3.9.0"
 groups = ["main"]
 files = [
-    {file = "fastembed-0.6.1-py3-none-any.whl", hash = "sha256:89bfe07d3e12ae84474f0c85a6416ffbded25c72af43ac7ebf39acf309046044"},
-    {file = "fastembed-0.6.1.tar.gz", hash = "sha256:9c69ce389700eaa267eb9f488ecced94273d973be3fa933e6a9f807df3da5d96"},
+    {file = "fastembed-0.7.1-py3-none-any.whl", hash = "sha256:b4f6a8f620c32f2e3de8231034ca2ca76dadc7d5463f2e9ab4930b51adc03b12"},
+    {file = "fastembed-0.7.1.tar.gz", hash = "sha256:cb45be91779ba1dcbe4dbdbdcfb3e2cffb8ec546f8f4317e33fe3014113ee64c"},
 ]
 
 [package.dependencies]
@@ -1161,14 +1162,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["dev"]
 files = [
-    {file = "flake8_simplify-0.21.0-py3-none-any.whl", hash = "sha256:439391e762a9370b371208add0b5c5c40c3d25a98e1f5421d263215d08194183"},
-    {file = "flake8_simplify-0.21.0.tar.gz", hash = "sha256:c95ff1dcc1de5949af47e0087cbf1164445881131b15bcd7a71252670f492f4d"},
+    {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
+    {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
 ]
 
 [package.dependencies]
@@ -1942,23 +1943,23 @@ xai = ["langchain-xai"]
 
 [[package]]
 name = "langchain-community"
-version = "0.3.23"
+version = "0.3.27"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_community-0.3.23-py3-none-any.whl", hash = "sha256:7b5328e749df6bbaf8e60c53d810a95ab22f2d2262911b206b0fb582d58350b7"},
-    {file = "langchain_community-0.3.23.tar.gz", hash = "sha256:afb4b34d8b75fc00f78b2270e988bb48fff96b333d23fae05ab32d012940973f"},
+    {file = "langchain_community-0.3.27-py3-none-any.whl", hash = "sha256:581f97b795f9633da738ea95da9cb78f8879b538090c9b7a68c0aed49c828f0d"},
+    {file = "langchain_community-0.3.27.tar.gz", hash = "sha256:e1037c3b9da0c6d10bf06e838b034eb741e016515c79ef8f3f16e53ead33d882"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
 httpx-sse = ">=0.4.0,<1.0.0"
-langchain = ">=0.3.24,<1.0.0"
-langchain-core = ">=0.3.56,<1.0.0"
-langsmith = ">=0.1.125,<0.4"
+langchain = ">=0.3.26,<1.0.0"
+langchain-core = ">=0.3.66,<1.0.0"
+langsmith = ">=0.1.125"
 numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
 pydantic-settings = ">=2.4.0,<3.0.0"
 PyYAML = ">=5.3"
@@ -1968,20 +1969,20 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.68"
+version = "0.3.72"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.68-py3-none-any.whl", hash = "sha256:5e5c1fbef419590537c91b8c2d86af896fbcbaf0d5ed7fdcdd77f7d8f3467ba0"},
-    {file = "langchain_core-0.3.68.tar.gz", hash = "sha256:312e1932ac9aa2eaf111b70fdc171776fa571d1a86c1f873dcac88a094b19c6f"},
+    {file = "langchain_core-0.3.72-py3-none-any.whl", hash = "sha256:9fa15d390600eb6b6544397a7aa84be9564939b6adf7a2b091179ea30405b240"},
+    {file = "langchain_core-0.3.72.tar.gz", hash = "sha256:4de3828909b3d7910c313242ab07b241294650f5cb6eac17738dd3638b1cd7de"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
 langsmith = ">=0.3.45"
-packaging = ">=23.2,<25"
+packaging = ">=23.2"
 pydantic = ">=2.7.4"
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
@@ -1989,19 +1990,19 @@ typing-extensions = ">=4.7"
 
 [[package]]
 name = "langchain-ollama"
-version = "0.3.3"
+version = "0.3.6"
 description = "An integration package connecting Ollama and LangChain"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_ollama-0.3.3-py3-none-any.whl", hash = "sha256:f1c745a4b59d36bb51995c23c6b0fbc20f71956715659425ab88639a14b213cd"},
-    {file = "langchain_ollama-0.3.3.tar.gz", hash = "sha256:7d6ed75bfb706751b83173fe886b72ae25bb0b1bd7f3eb2622821c4149f7807b"},
+    {file = "langchain_ollama-0.3.6-py3-none-any.whl", hash = "sha256:b339bd3fcf913b8d606ad426ef39e7122695532507fcd85aa96271b3f33dc3df"},
+    {file = "langchain_ollama-0.3.6.tar.gz", hash = "sha256:4270c4b30b3f3d10850cb9a1183b8c77d616195e0d9717ac745ef7f7f6cc2b6e"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.60,<1.0.0"
-ollama = ">=0.4.8,<1.0.0"
+langchain-core = ">=0.3.70,<1.0.0"
+ollama = ">=0.5.1,<1.0.0"
 
 [[package]]
 name = "langchain-openai"
@@ -2072,14 +2073,14 @@ six = "*"
 
 [[package]]
 name = "langfuse"
-version = "3.0.0"
+version = "3.2.1"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
-    {file = "langfuse-3.0.0-py3-none-any.whl", hash = "sha256:5f493bd15760b15195cc71ec7aaa4f93008058a1f5dfe4b32f72f31cbdc6f605"},
-    {file = "langfuse-3.0.0.tar.gz", hash = "sha256:c47449ae93a3007efee6b861484f529efb187ddbfb5093e0cb94b84636e0a605"},
+    {file = "langfuse-3.2.1-py3-none-any.whl", hash = "sha256:07a84e8c1eed6ac8e149bdda1431fd866e4aee741b66124316336fb2bc7e6a32"},
+    {file = "langfuse-3.2.1.tar.gz", hash = "sha256:f79b0380dfcf52c7525bb5d7f8e9d8786a6fc8b37867def047bb388930a7beb3"},
 ]
 
 [package.dependencies]
@@ -2099,21 +2100,21 @@ openai = ["openai (>=0.27.8)"]
 
 [[package]]
 name = "langgraph"
-version = "0.4.10"
+version = "0.5.4"
 description = "Building stateful, multi-actor applications with LLMs"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langgraph-0.4.10-py3-none-any.whl", hash = "sha256:fa1257afba55778f222981362c1221fb0cc166467a543c13729eb104b9becbc9"},
-    {file = "langgraph-0.4.10.tar.gz", hash = "sha256:391dadf5051bab212d711da62b10ae6c97bbc912a9f812b4b27e92a934a401c6"},
+    {file = "langgraph-0.5.4-py3-none-any.whl", hash = "sha256:7122840225623e081be24ac30a691a24e5dac4c0361f593208f912838192d7f6"},
+    {file = "langgraph-0.5.4.tar.gz", hash = "sha256:ab8f6b7b9c50fd2ae35a2efb072fbbfe79500dfc18071ac4ba6f5de5fa181931"},
 ]
 
 [package.dependencies]
 langchain-core = ">=0.1"
-langgraph-checkpoint = ">=2.0.26"
-langgraph-prebuilt = ">=0.2.0"
-langgraph-sdk = ">=0.1.42"
+langgraph-checkpoint = ">=2.1.0,<3.0.0"
+langgraph-prebuilt = ">=0.5.0,<0.6.0"
+langgraph-sdk = ">=0.1.42,<0.2.0"
 pydantic = ">=2.7.4"
 xxhash = ">=3.5.0"
 
@@ -2698,14 +2699,14 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.93.1"
+version = "1.98.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "openai-1.93.1-py3-none-any.whl", hash = "sha256:a2c2946c4f21346d4902311a7440381fd8a33466ee7ca688133d1cad29a9357c"},
-    {file = "openai-1.93.1.tar.gz", hash = "sha256:11eb8932965d0f79ecc4cb38a60a0c4cef4bcd5fcf08b99fc9a399fa5f1e50ab"},
+    {file = "openai-1.98.0-py3-none-any.whl", hash = "sha256:b99b794ef92196829120e2df37647722104772d2a74d08305df9ced5f26eae34"},
+    {file = "openai-1.98.0.tar.gz", hash = "sha256:3ee0fcc50ae95267fd22bd1ad095ba5402098f3df2162592e68109999f685427"},
 ]
 
 [package.dependencies]
@@ -2719,7 +2720,7 @@ tqdm = ">4"
 typing-extensions = ">=4.11,<5"
 
 [package.extras]
-aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.6)"]
+aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.8)"]
 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 realtime = ["websockets (>=13,<16)"]
 voice-helpers = ["numpy (>=2.0.2)", "sounddevice (>=0.5.1)"]
@@ -3982,21 +3983,21 @@ files = [
 
 [[package]]
 name = "qdrant-client"
-version = "1.14.3"
+version = "1.15.0"
 description = "Client library for the Qdrant vector search engine"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "qdrant_client-1.14.3-py3-none-any.whl", hash = "sha256:66faaeae00f9b5326946851fe4ca4ddb1ad226490712e2f05142266f68dfc04d"},
-    {file = "qdrant_client-1.14.3.tar.gz", hash = "sha256:bb899e3e065b79c04f5e47053d59176150c0a5dabc09d7f476c8ce8e52f4d281"},
+    {file = "qdrant_client-1.15.0-py3-none-any.whl", hash = "sha256:f18bb311543de7e256ffa831be0d8a9d0729aaf549db7bcf95a5d356b48143f2"},
+    {file = "qdrant_client-1.15.0.tar.gz", hash = "sha256:475433b0acec51b66a132e91b631abe922accc64744bbb3180a04fe1fe889843"},
 ]
 
 [package.dependencies]
 grpcio = ">=1.41.0"
 httpx = {version = ">=0.20.0", extras = ["http2"]}
 numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
-portalocker = ">=2.7.0,<3.0.0"
+portalocker = ">=2.7.0,<4.0"
 protobuf = ">=3.20.0"
 pydantic = ">=1.10.8,<2.0.dev0 || >2.2.0"
 urllib3 = ">=1.26.14,<3"
@@ -4019,10 +4020,10 @@ develop = true
 deprecated = "^1.2.18"
 flashrank = "^0.2.10"
 langchain = "^0.3.25"
-langchain-community = "0.3.23"
-langchain-core = "0.3.68"
+langchain-community = "0.3.27"
+langchain-core = "0.3.72"
 langchain-openai = "^0.3.27"
-langfuse = "3.0.0"
+langfuse = "3.2.1"
 oauthlib = "^3.2.2"
 openai = "^1.77.0"
 pydantic = "^2.11.4"
@@ -4035,14 +4036,14 @@ url = "../rag-core-lib"
 
 [[package]]
 name = "ragas"
-version = "0.2.15"
+version = "0.3.0"
 description = ""
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "ragas-0.2.15-py3-none-any.whl", hash = "sha256:298cd3d1fe3bd21ca4d31023a55079740d7bdd27a8c915bb371cec3c50cde608"},
-    {file = "ragas-0.2.15.tar.gz", hash = "sha256:2d0cd77b315a9c9c02ceb0a19ca8a48e82e1d02416587a2944ea51e6e327cd7b"},
+    {file = "ragas-0.3.0-py3-none-any.whl", hash = "sha256:9e7bdbcf79c939d695ec10dbb7d587971f489145e0f18d33f40df085116c1c79"},
+    {file = "ragas-0.3.0.tar.gz", hash = "sha256:d45f174c665a544b5749d3b2034a207d79ff001fe57fc81f0cd425004b4906a2"},
 ]
 
 [package.dependencies]
@@ -4060,10 +4061,10 @@ pydantic = ">=2"
 tiktoken = "*"
 
 [package.extras]
-all = ["datacompy", "llama_index", "nltk", "pandas", "r2r", "rapidfuzz", "rouge_score", "sentence-transformers", "transformers"]
-dev = ["black[jupyter]", "datacompy", "fastembed", "graphene", "haystack-ai", "isort", "llama_index", "nltk", "notebook", "pandas", "pyright", "r2r", "rapidfuzz", "rich", "rouge_score", "ruff", "sacrebleu", "sentence-transformers", "sphinx-autobuild", "transformers"]
+all = ["datacompy", "llama_index", "nltk", "pandas", "r2r", "ragas-experimental", "rapidfuzz", "rouge_score", "sentence-transformers", "transformers"]
+dev = ["black[jupyter]", "datacompy", "fastembed", "graphene", "haystack-ai", "llama_index", "nbmake", "nltk", "notebook", "pandas", "pyright", "pytest", "pytest-asyncio", "pytest-xdist[psutil]", "r2r", "rapidfuzz", "rich", "rouge_score", "ruff", "sacrebleu", "sentence-transformers", "sphinx-autobuild", "transformers"]
 docs = ["mkdocs (>=1.6.1)", "mkdocs-autorefs", "mkdocs-gen-files", "mkdocs-git-committers-plugin-2", "mkdocs-git-revision-date-localized-plugin", "mkdocs-glightbox", "mkdocs-literate-nav", "mkdocs-material", "mkdocs-material[imaging]", "mkdocs-section-index", "mkdocstrings[python]"]
-test = ["llama_index", "nbmake", "pytest", "pytest-asyncio", "pytest-xdist[psutil]"]
+experimental = ["ragas-experimental"]
 
 [[package]]
 name = "regex"
@@ -4630,14 +4631,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.34.3"
+version = "0.35.0"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "uvicorn-0.34.3-py3-none-any.whl", hash = "sha256:16246631db62bdfbf069b0645177d6e8a77ba950cfedbfd093acef9444e4d885"},
-    {file = "uvicorn-0.34.3.tar.gz", hash = "sha256:35919a9a979d7a59334b6b10e05d77c1d0d574c50e0fc98b8b1a0f165708b55a"},
+    {file = "uvicorn-0.35.0-py3-none-any.whl", hash = "sha256:197535216b25ff9b785e29a0b79199f55222193d47f820816e7da751e9bc8d4a"},
+    {file = "uvicorn-0.35.0.tar.gz", hash = "sha256:bc662f087f7cf2ce11a1d7fd70b90c9f98ef2e2831556dd078d131b96cc94a01"},
 ]
 
 [package.dependencies]
@@ -5140,4 +5141,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "88f3259a6b320cbf2d0a21654e6025b953f62adf59dbce780ff8f52f1b1dffce"
+content-hash = "1c49359178486f63e748bba5277d02a858e5a484d30b3745ccaeb89d43f09b73"
diff --git a/libs/rag-core-api/pyproject.toml b/libs/rag-core-api/pyproject.toml
index d61057a4..ff3cec15 100644
--- a/libs/rag-core-api/pyproject.toml
+++ b/libs/rag-core-api/pyproject.toml
@@ -12,26 +12,26 @@ packages = [{ include = "rag_core_api", from = "src" }]
 [tool.poetry.dependencies]
 python = "^3.13"
 rag-core-lib = { path = "../rag-core-lib", develop = true}
-uvicorn = "^0.34.2"
+uvicorn = "^0.35.0"
 langchain-qdrant = "^0.2.0"
 dependency-injector = "^4.46.0"
-fastapi = "^0.115.2"
+fastapi = "^0.116.0"
 requests-oauthlib = "^2.0.0"
 qdrant-client = "^1.14.2"
 deprecated = "^1.2.18"
 datasets = "^3.5.1"
-ragas = "^0.2.15"
+ragas = "^0.3.0"
 flashrank = "^0.2.10"
 pyyaml = "^6.0.2"
 openai = "^1.77.0"
-langgraph = "^0.4.2"
+langgraph = "^0.5.0"
 pillow = "^11.2.1"
 langchain-ollama = "^0.3.2"
 pytest-asyncio = "^0.26.0"
-langchain-community = "0.3.23"
-fastembed = "^0.6.1"
+langchain-community = "0.3.27"
+fastembed = "^0.7.0"
 langdetect = "^1.0.9"
-langfuse = "3.0.0"
+langfuse = "3.2.1"
 
 
 [tool.poetry.group.dev.dependencies]
@@ -54,7 +54,7 @@ flake8-pytest-style = "^2.1.0"
 pep8-naming = "^0.15.1"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
diff --git a/libs/rag-core-lib/poetry.lock b/libs/rag-core-lib/poetry.lock
index ce06b496..c7cebeb9 100644
--- a/libs/rag-core-lib/poetry.lock
+++ b/libs/rag-core-lib/poetry.lock
@@ -633,38 +633,38 @@ typing-inspect = ">=0.4.0,<1"
 
 [[package]]
 name = "debugpy"
-version = "1.8.14"
+version = "1.8.15"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "debugpy-1.8.14-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:93fee753097e85623cab1c0e6a68c76308cd9f13ffdf44127e6fab4fbf024339"},
-    {file = "debugpy-1.8.14-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3d937d93ae4fa51cdc94d3e865f535f185d5f9748efb41d0d49e33bf3365bd79"},
-    {file = "debugpy-1.8.14-cp310-cp310-win32.whl", hash = "sha256:c442f20577b38cc7a9aafecffe1094f78f07fb8423c3dddb384e6b8f49fd2987"},
-    {file = "debugpy-1.8.14-cp310-cp310-win_amd64.whl", hash = "sha256:f117dedda6d969c5c9483e23f573b38f4e39412845c7bc487b6f2648df30fe84"},
-    {file = "debugpy-1.8.14-cp311-cp311-macosx_14_0_universal2.whl", hash = "sha256:1b2ac8c13b2645e0b1eaf30e816404990fbdb168e193322be8f545e8c01644a9"},
-    {file = "debugpy-1.8.14-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cf431c343a99384ac7eab2f763980724834f933a271e90496944195318c619e2"},
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+    {file = "debugpy-1.8.15.tar.gz", hash = "sha256:58d7a20b7773ab5ee6bdfb2e6cf622fdf1e40c9d5aef2857d85391526719ac00"},
 ]
 
 [[package]]
@@ -1000,14 +1000,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["dev"]
 files = [
-    {file = "flake8_simplify-0.21.0-py3-none-any.whl", hash = "sha256:439391e762a9370b371208add0b5c5c40c3d25a98e1f5421d263215d08194183"},
-    {file = "flake8_simplify-0.21.0.tar.gz", hash = "sha256:c95ff1dcc1de5949af47e0087cbf1164445881131b15bcd7a71252670f492f4d"},
+    {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
+    {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
 ]
 
 [package.dependencies]
@@ -1737,23 +1737,23 @@ xai = ["langchain-xai"]
 
 [[package]]
 name = "langchain-community"
-version = "0.3.23"
+version = "0.3.27"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_community-0.3.23-py3-none-any.whl", hash = "sha256:7b5328e749df6bbaf8e60c53d810a95ab22f2d2262911b206b0fb582d58350b7"},
-    {file = "langchain_community-0.3.23.tar.gz", hash = "sha256:afb4b34d8b75fc00f78b2270e988bb48fff96b333d23fae05ab32d012940973f"},
+    {file = "langchain_community-0.3.27-py3-none-any.whl", hash = "sha256:581f97b795f9633da738ea95da9cb78f8879b538090c9b7a68c0aed49c828f0d"},
+    {file = "langchain_community-0.3.27.tar.gz", hash = "sha256:e1037c3b9da0c6d10bf06e838b034eb741e016515c79ef8f3f16e53ead33d882"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
 httpx-sse = ">=0.4.0,<1.0.0"
-langchain = ">=0.3.24,<1.0.0"
-langchain-core = ">=0.3.56,<1.0.0"
-langsmith = ">=0.1.125,<0.4"
+langchain = ">=0.3.26,<1.0.0"
+langchain-core = ">=0.3.66,<1.0.0"
+langsmith = ">=0.1.125"
 numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
 pydantic-settings = ">=2.4.0,<3.0.0"
 PyYAML = ">=5.3"
@@ -1763,20 +1763,20 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.68"
+version = "0.3.72"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.68-py3-none-any.whl", hash = "sha256:5e5c1fbef419590537c91b8c2d86af896fbcbaf0d5ed7fdcdd77f7d8f3467ba0"},
-    {file = "langchain_core-0.3.68.tar.gz", hash = "sha256:312e1932ac9aa2eaf111b70fdc171776fa571d1a86c1f873dcac88a094b19c6f"},
+    {file = "langchain_core-0.3.72-py3-none-any.whl", hash = "sha256:9fa15d390600eb6b6544397a7aa84be9564939b6adf7a2b091179ea30405b240"},
+    {file = "langchain_core-0.3.72.tar.gz", hash = "sha256:4de3828909b3d7910c313242ab07b241294650f5cb6eac17738dd3638b1cd7de"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
 langsmith = ">=0.3.45"
-packaging = ">=23.2,<25"
+packaging = ">=23.2"
 pydantic = ">=2.7.4"
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
@@ -1784,18 +1784,18 @@ typing-extensions = ">=4.7"
 
 [[package]]
 name = "langchain-openai"
-version = "0.3.27"
+version = "0.3.28"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_openai-0.3.27-py3-none-any.whl", hash = "sha256:efe636c3523978c44adc41cf55c8b3766c05c77547982465884d1258afe705df"},
-    {file = "langchain_openai-0.3.27.tar.gz", hash = "sha256:5d5a55adbff739274dfc3a4102925771736f893758f63679b64ae62fed79ca30"},
+    {file = "langchain_openai-0.3.28-py3-none-any.whl", hash = "sha256:4cd6d80a5b2ae471a168017bc01b2e0f01548328d83532400a001623624ede67"},
+    {file = "langchain_openai-0.3.28.tar.gz", hash = "sha256:6c669548dbdea325c034ae5ef699710e2abd054c7354fdb3ef7bf909dc739d9e"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.66,<1.0.0"
+langchain-core = ">=0.3.68,<1.0.0"
 openai = ">=1.86.0,<2.0.0"
 tiktoken = ">=0.7,<1"
 
@@ -1816,14 +1816,14 @@ langchain-core = ">=0.3.51,<1.0.0"
 
 [[package]]
 name = "langfuse"
-version = "3.0.0"
+version = "3.2.1"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
-    {file = "langfuse-3.0.0-py3-none-any.whl", hash = "sha256:5f493bd15760b15195cc71ec7aaa4f93008058a1f5dfe4b32f72f31cbdc6f605"},
-    {file = "langfuse-3.0.0.tar.gz", hash = "sha256:c47449ae93a3007efee6b861484f529efb187ddbfb5093e0cb94b84636e0a605"},
+    {file = "langfuse-3.2.1-py3-none-any.whl", hash = "sha256:07a84e8c1eed6ac8e149bdda1431fd866e4aee741b66124316336fb2bc7e6a32"},
+    {file = "langfuse-3.2.1.tar.gz", hash = "sha256:f79b0380dfcf52c7525bb5d7f8e9d8786a6fc8b37867def047bb388930a7beb3"},
 ]
 
 [package.dependencies]
@@ -2203,14 +2203,14 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.93.1"
+version = "1.98.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "openai-1.93.1-py3-none-any.whl", hash = "sha256:a2c2946c4f21346d4902311a7440381fd8a33466ee7ca688133d1cad29a9357c"},
-    {file = "openai-1.93.1.tar.gz", hash = "sha256:11eb8932965d0f79ecc4cb38a60a0c4cef4bcd5fcf08b99fc9a399fa5f1e50ab"},
+    {file = "openai-1.98.0-py3-none-any.whl", hash = "sha256:b99b794ef92196829120e2df37647722104772d2a74d08305df9ced5f26eae34"},
+    {file = "openai-1.98.0.tar.gz", hash = "sha256:3ee0fcc50ae95267fd22bd1ad095ba5402098f3df2162592e68109999f685427"},
 ]
 
 [package.dependencies]
@@ -2224,7 +2224,7 @@ tqdm = ">4"
 typing-extensions = ">=4.11,<5"
 
 [package.extras]
-aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.6)"]
+aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.8)"]
 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 realtime = ["websockets (>=13,<16)"]
 voice-helpers = ["numpy (>=2.0.2)", "sounddevice (>=0.5.1)"]
@@ -3856,4 +3856,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "154d1d942e5fc55e3e24dbc03a58ca56dbe78f2c361024b72abb46af1353f1ec"
+content-hash = "b0394c75bb46ced96d6f857bec40517af3e67d1c71601bc0bc01b372e847e800"
diff --git a/libs/rag-core-lib/pyproject.toml b/libs/rag-core-lib/pyproject.toml
index 086849f9..82e3fe1b 100644
--- a/libs/rag-core-lib/pyproject.toml
+++ b/libs/rag-core-lib/pyproject.toml
@@ -12,16 +12,16 @@ packages = [{ include = "rag_core_lib", from = "src" }]
 [tool.poetry.dependencies]
 python = "^3.13"
 langchain = "^0.3.25"
-langchain-community = "0.3.23"
+langchain-community = "0.3.27"
 flashrank = "^0.2.10"
 pydantic-settings = "^2.2.1"
 pydantic = "^2.11.4"
 oauthlib = "^3.2.2"
 requests-oauthlib = "^2.0.0"
-langfuse = "3.0.0"
+langfuse = "3.2.1"
 deprecated = "^1.2.18"
 openai = "^1.77.0"
-langchain-core = "0.3.68"
+langchain-core = "0.3.72"
 langchain-openai = "^0.3.27"
 
 
@@ -45,7 +45,7 @@ flake8-pytest-style = "^2.1.0"
 pep8-naming = "^0.15.1"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
diff --git a/package-lock.json b/package-lock.json
index c572ea9b..d023d2e2 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -91,6 +91,7 @@
             "integrity": "sha512-JcQDsBdg49Yky2w2ld20IHAlwr8d/d8N6NiOXbtuoPCqzbsiJgF633mVUw3x4mo0H5ypataQIX7SFu3yy44Mpw==",
             "dev": true,
             "license": "MIT",
+            "peer": true,
             "engines": {
                 "node": ">= 18"
             }
@@ -101,6 +102,7 @@
             "integrity": "sha512-z+j7DixNnfpdToYsOutStDgeRzJSMnbj8T1C/oQjB6Aa+kRfNjs/Fn7W6c8bmlt6mfy3FkgeKBRnDjxQow5dow==",
             "dev": true,
             "license": "MIT",
+            "peer": true,
             "dependencies": {
                 "@octokit/auth-token": "^5.0.0",
                 "@octokit/graphql": "^8.1.2",
@@ -120,6 +122,7 @@
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@@ -350,16 +340,16 @@
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@@ -380,6 +370,146 @@
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+            "license": "MIT",
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+            "license": "MIT",
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+                "@octokit/graphql": "^9.0.1",
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+            }
+        },
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+            "license": "MIT",
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+                "@octokit/request-error": "^7.0.0",
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+            "resolved": "https://registry.npmjs.org/@octokit/request-error/-/request-error-7.0.0.tgz",
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+            "license": "MIT",
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+            "license": "MIT",
+            "dependencies": {
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@@ -407,6 +537,13 @@
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+            "resolved": "https://registry.npmjs.org/before-after-hook/-/before-after-hook-4.0.0.tgz",
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@@ -423,6 +560,23 @@
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+            "funding": [
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@@ -1561,7 +1716,8 @@
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diff --git a/services/admin-backend/poetry.lock b/services/admin-backend/poetry.lock
index b780b7a3..f9f12f60 100644
--- a/services/admin-backend/poetry.lock
+++ b/services/admin-backend/poetry.lock
@@ -701,38 +701,38 @@ typing-inspect = ">=0.4.0,<1"
 
 [[package]]
 name = "debugpy"
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 description = "An implementation of the Debug Adapter Protocol for Python"
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 ]
 
 [[package]]
@@ -1122,14 +1122,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["dev"]
 files = [
-    {file = "flake8_simplify-0.21.0-py3-none-any.whl", hash = "sha256:439391e762a9370b371208add0b5c5c40c3d25a98e1f5421d263215d08194183"},
-    {file = "flake8_simplify-0.21.0.tar.gz", hash = "sha256:c95ff1dcc1de5949af47e0087cbf1164445881131b15bcd7a71252670f492f4d"},
+    {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
+    {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
 ]
 
 [package.dependencies]
@@ -4129,4 +4129,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "1d27d86137807e54e7f4c5fb8d728c387f5b4bdc375b1c2f400d4e5baa110b09"
+content-hash = "bee20737c38bd83293d87ad0dfaf4ada37f8d8acb0b719dc71b0dfc5c0b2f608"
diff --git a/services/admin-backend/pyproject.toml b/services/admin-backend/pyproject.toml
index c6acd17c..375a0b21 100644
--- a/services/admin-backend/pyproject.toml
+++ b/services/admin-backend/pyproject.toml
@@ -79,7 +79,7 @@ flake8-pytest-style = "^2.0.0"
 pep8-naming = "^0.15.1"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
diff --git a/services/document-extractor/poetry.lock b/services/document-extractor/poetry.lock
index c504eabb..ddc0dc93 100644
--- a/services/document-extractor/poetry.lock
+++ b/services/document-extractor/poetry.lock
@@ -1414,14 +1414,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["dev"]
 files = [
-    {file = "flake8_simplify-0.21.0-py3-none-any.whl", hash = "sha256:439391e762a9370b371208add0b5c5c40c3d25a98e1f5421d263215d08194183"},
-    {file = "flake8_simplify-0.21.0.tar.gz", hash = "sha256:c95ff1dcc1de5949af47e0087cbf1164445881131b15bcd7a71252670f492f4d"},
+    {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
+    {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
 ]
 
 [package.dependencies]
@@ -4993,4 +4993,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "671485be3b378b2d1e0e9b86a5ffd158809352941636af6ebb746fa5429fdd9f"
+content-hash = "dd7a23ee1edc39063169d0296995bd9289d13042478063db45697916f870c040"
diff --git a/services/document-extractor/pyproject.toml b/services/document-extractor/pyproject.toml
index 59769f29..c4ee9139 100644
--- a/services/document-extractor/pyproject.toml
+++ b/services/document-extractor/pyproject.toml
@@ -73,7 +73,7 @@ flake8-pytest-style = "^2.0.0"
 pep8-naming = "^0.15.1"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
diff --git a/services/frontend/package-lock.json b/services/frontend/package-lock.json
index cf29f749..07e1c613 100644
--- a/services/frontend/package-lock.json
+++ b/services/frontend/package-lock.json
@@ -25,7 +25,7 @@
                 "@nx/js": "^18.0.4",
                 "@nx/vite": "^18.0.4",
                 "@nx/vue": "17.3.2",
-                "@nx/web": "18.0.4",
+                "@nx/web": "18.3.5",
                 "@nx/workspace": "^18.0.4",
                 "@rushstack/eslint-patch": "^1.2.0",
                 "@tsconfig/node21": "^21.0.1",
@@ -41,19 +41,19 @@
                 "axios": "^1.9.0",
                 "cypress": "^13.0.0",
                 "daisyui": "^4.7.2",
-                "eslint": "8.46.0",
-                "eslint-plugin-cypress": "2.15.1",
-                "eslint-plugin-import": "2.27.5",
+                "eslint": "8.57.1",
+                "eslint-plugin-cypress": "2.15.2",
+                "eslint-plugin-import": "2.32.0",
                 "eslint-plugin-vue": "^9.16.1",
                 "jsdom": "^24.0.0",
                 "marked": "^12.0.1",
-                "nx": "17.1.3",
+                "nx": "17.3.2",
                 "postcss": "^8.4.35",
                 "tailwindcss": "^3.4.1",
-                "typescript": "~5.3.3",
+                "typescript": "~5.8.0",
                 "vite": "^5.1.6",
                 "vite-plugin-dts": "~2.3.0",
-                "vite-tsconfig-paths": "~4.2.0",
+                "vite-tsconfig-paths": "~4.3.0",
                 "vitest": "^1.6.1",
                 "vue-tsc": "^1.8.27"
             },
@@ -435,18 +435,18 @@
             }
         },
         "node_modules/@babel/helper-string-parser": {
-            "version": "7.24.8",
-            "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.24.8.tgz",
-            "integrity": "sha512-pO9KhhRcuUyGnJWwyEgnRJTSIZHiT+vMD0kPeD+so0l7mxkMT19g3pjY9GTnHySck/hDzq+dtW/4VgnMkippsQ==",
+            "version": "7.27.1",
+            "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.27.1.tgz",
+            "integrity": "sha512-qMlSxKbpRlAridDExk92nSobyDdpPijUq2DW6oDnUqd0iOGxmQjyqhMIihI9+zv4LPyZdRje2cavWPbCbWm3eA==",
             "license": "MIT",
             "engines": {
                 "node": ">=6.9.0"
             }
         },
         "node_modules/@babel/helper-validator-identifier": {
-            "version": "7.24.7",
-            "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.24.7.tgz",
-            "integrity": "sha512-rR+PBcQ1SMQDDyF6X0wxtG8QyLCgUB0eRAGguqRLfkCA87l7yAP7ehq8SNj96OOGTO8OBV70KhuFYcIkHXOg0w==",
+            "version": "7.27.1",
+            "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.27.1.tgz",
+            "integrity": "sha512-D2hP9eA+Sqx1kBZgzxZh0y1trbuU+JoDkiEwqhQ36nodYqJwyEIhPSdMNd7lOm/4io72luTPWH20Yda0xOuUow==",
             "license": "MIT",
             "engines": {
                 "node": ">=6.9.0"
@@ -586,12 +586,12 @@
             }
         },
         "node_modules/@babel/parser": {
-            "version": "7.25.3",
-            "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.25.3.tgz",
-            "integrity": "sha512-iLTJKDbJ4hMvFPgQwwsVoxtHyWpKKPBrxkANrSYewDPaPpT5py5yeVkgPIJ7XYXhndxJpaA3PyALSXQ7u8e/Dw==",
+            "version": "7.28.0",
+            "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.28.0.tgz",
+            "integrity": "sha512-jVZGvOxOuNSsuQuLRTh13nU0AogFlw32w/MT+LV6D3sP5WdbW61E77RnkbaO2dUvmPAYrBDJXGn5gGS6tH4j8g==",
             "license": "MIT",
             "dependencies": {
-                "@babel/types": "^7.25.2"
+                "@babel/types": "^7.28.0"
             },
             "bin": {
                 "parser": "bin/babel-parser.js"
@@ -2099,14 +2099,13 @@
             }
         },
         "node_modules/@babel/types": {
-            "version": "7.25.2",
-            "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.25.2.tgz",
-            "integrity": "sha512-YTnYtra7W9e6/oAZEHj0bJehPRUlLH9/fbpT5LfB0NhQXyALCRkRs3zH9v07IYhkgpqX6Z78FnuccZr/l4Fs4Q==",
+            "version": "7.28.2",
+            "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.28.2.tgz",
+            "integrity": "sha512-ruv7Ae4J5dUYULmeXw1gmb7rYRz57OWCPM57pHojnLq/3Z1CK2lNSLTCVjxVk1F/TZHwOZZrOWi0ur95BbLxNQ==",
             "license": "MIT",
             "dependencies": {
-                "@babel/helper-string-parser": "^7.24.8",
-                "@babel/helper-validator-identifier": "^7.24.7",
-                "to-fast-properties": "^2.0.0"
+                "@babel/helper-string-parser": "^7.27.1",
+                "@babel/helper-validator-identifier": "^7.27.1"
             },
             "engines": {
                 "node": ">=6.9.0"
@@ -2148,9 +2147,9 @@
             }
         },
         "node_modules/@cypress/request": {
-            "version": "3.0.1",
-            "resolved": "https://registry.npmjs.org/@cypress/request/-/request-3.0.1.tgz",
-            "integrity": "sha512-TWivJlJi8ZDx2wGOw1dbLuHJKUYX7bWySw377nlnGOW3hP9/MUKIsEdXT/YngWxVdgNCHRBmFlBipE+5/2ZZlQ==",
+            "version": "3.0.9",
+            "resolved": "https://registry.npmjs.org/@cypress/request/-/request-3.0.9.tgz",
+            "integrity": "sha512-I3l7FdGRXluAS44/0NguwWlO83J18p0vlr2FYHrJkWdNYhgVoiYo61IXPqaOsL+vNxU1ZqMACzItGK3/KKDsdw==",
             "dev": true,
             "license": "Apache-2.0",
             "dependencies": {
@@ -2160,16 +2159,16 @@
                 "combined-stream": "~1.0.6",
                 "extend": "~3.0.2",
                 "forever-agent": "~0.6.1",
-                "form-data": "~2.3.2",
-                "http-signature": "~1.3.6",
+                "form-data": "~4.0.4",
+                "http-signature": "~1.4.0",
                 "is-typedarray": "~1.0.0",
                 "isstream": "~0.1.2",
                 "json-stringify-safe": "~5.0.1",
                 "mime-types": "~2.1.19",
                 "performance-now": "^2.1.0",
-                "qs": "6.10.4",
+                "qs": "6.14.0",
                 "safe-buffer": "^5.1.2",
-                "tough-cookie": "^4.1.3",
+                "tough-cookie": "^5.0.0",
                 "tunnel-agent": "^0.6.0",
                 "uuid": "^8.3.2"
             },
@@ -2177,19 +2176,17 @@
                 "node": ">= 6"
             }
         },
-        "node_modules/@cypress/request/node_modules/form-data": {
-            "version": "2.3.3",
-            "resolved": "https://registry.npmjs.org/form-data/-/form-data-2.3.3.tgz",
-            "integrity": "sha512-1lLKB2Mu3aGP1Q/2eCOx0fNbRMe7XdwktwOruhfqqd0rIJWwN4Dh+E3hrPSlDCXnSR7UtZ1N38rVXm+6+MEhJQ==",
+        "node_modules/@cypress/request/node_modules/tough-cookie": {
+            "version": "5.1.2",
+            "resolved": "https://registry.npmjs.org/tough-cookie/-/tough-cookie-5.1.2.tgz",
+            "integrity": "sha512-FVDYdxtnj0G6Qm/DhNPSb8Ju59ULcup3tuJxkFb5K8Bv2pUXILbf0xZWU8PX8Ov19OXljbUyveOFwRMwkXzO+A==",
             "dev": true,
-            "license": "MIT",
+            "license": "BSD-3-Clause",
             "dependencies": {
-                "asynckit": "^0.4.0",
-                "combined-stream": "^1.0.6",
-                "mime-types": "^2.1.12"
+                "tldts": "^6.1.32"
             },
             "engines": {
-                "node": ">= 0.12"
+                "node": ">=16"
             }
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+            "version": "0.14.10",
+            "resolved": "https://registry.npmjs.org/vue-demi/-/vue-demi-0.14.10.tgz",
+            "integrity": "sha512-nMZBOwuzabUO0nLgIcc6rycZEebF6eeUfaiQx9+WSk8e29IbLvPU9feI6tqW4kTo3hvoYAJkMh8n8D0fuISphg==",
+            "hasInstallScript": true,
+            "license": "MIT",
+            "bin": {
+                "vue-demi-fix": "bin/vue-demi-fix.js",
+                "vue-demi-switch": "bin/vue-demi-switch.js"
+            },
+            "engines": {
+                "node": ">=12"
+            },
+            "funding": {
+                "url": "https://github.com/sponsors/antfu"
+            },
+            "peerDependencies": {
+                "@vue/composition-api": "^1.0.0-rc.1",
+                "vue": "^3.0.0-0 || ^2.6.0"
+            },
+            "peerDependenciesMeta": {
+                "@vue/composition-api": {
+                    "optional": true
+                }
+            }
+        },
         "node_modules/vue-eslint-parser": {
             "version": "9.4.3",
             "resolved": "https://registry.npmjs.org/vue-eslint-parser/-/vue-eslint-parser-9.4.3.tgz",
@@ -15520,12 +15003,12 @@
             }
         },
         "node_modules/vue-router": {
-            "version": "4.4.3",
-            "resolved": "https://registry.npmjs.org/vue-router/-/vue-router-4.4.3.tgz",
-            "integrity": "sha512-sv6wmNKx2j3aqJQDMxLFzs/u/mjA9Z5LCgy6BE0f7yFWMjrPLnS/sPNn8ARY/FXw6byV18EFutn5lTO6+UsV5A==",
+            "version": "4.5.1",
+            "resolved": "https://registry.npmjs.org/vue-router/-/vue-router-4.5.1.tgz",
+            "integrity": "sha512-ogAF3P97NPm8fJsE4by9dwSYtDwXIY1nFY9T6DyQnGHd1E2Da94w9JIolpe42LJGIl0DwOHBi8TcRPlPGwbTtw==",
             "license": "MIT",
             "dependencies": {
-                "@vue/devtools-api": "^6.6.3"
+                "@vue/devtools-api": "^6.6.4"
             },
             "funding": {
                 "url": "https://github.com/sponsors/posva"
@@ -15676,33 +15159,85 @@
             }
         },
         "node_modules/which-boxed-primitive": {
+            "version": "1.1.1",
+            "resolved": "https://registry.npmjs.org/which-boxed-primitive/-/which-boxed-primitive-1.1.1.tgz",
+            "integrity": "sha512-TbX3mj8n0odCBFVlY8AxkqcHASw3L60jIuF8jFP78az3C2YhmGvqbHBpAjTRH2/xqYunrJ9g1jSyjCjpoWzIAA==",
+            "dev": true,
+            "license": "MIT",
+            "dependencies": {
+                "is-bigint": "^1.1.0",
+                "is-boolean-object": "^1.2.1",
+                "is-number-object": "^1.1.1",
+                "is-string": "^1.1.1",
+                "is-symbol": "^1.1.1"
+            },
+            "engines": {
+                "node": ">= 0.4"
+            },
+            "funding": {
+                "url": "https://github.com/sponsors/ljharb"
+            }
+        },
+        "node_modules/which-builtin-type": {
+            "version": "1.2.1",
+            "resolved": "https://registry.npmjs.org/which-builtin-type/-/which-builtin-type-1.2.1.tgz",
+            "integrity": "sha512-6iBczoX+kDQ7a3+YJBnh3T+KZRxM/iYNPXicqk66/Qfm1b93iu+yOImkg0zHbj5LNOcNv1TEADiZ0xa34B4q6Q==",
+            "dev": true,
+            "license": "MIT",
+            "dependencies": {
+                "call-bound": "^1.0.2",
+                "function.prototype.name": "^1.1.6",
+                "has-tostringtag": "^1.0.2",
+                "is-async-function": "^2.0.0",
+                "is-date-object": "^1.1.0",
+                "is-finalizationregistry": "^1.1.0",
+                "is-generator-function": "^1.0.10",
+                "is-regex": "^1.2.1",
+                "is-weakref": "^1.0.2",
+                "isarray": "^2.0.5",
+                "which-boxed-primitive": "^1.1.0",
+                "which-collection": "^1.0.2",
+                "which-typed-array": "^1.1.16"
+            },
+            "engines": {
+                "node": ">= 0.4"
+            },
+            "funding": {
+                "url": "https://github.com/sponsors/ljharb"
+            }
+        },
+        "node_modules/which-collection": {
             "version": "1.0.2",
-            "resolved": "https://registry.npmjs.org/which-boxed-primitive/-/which-boxed-primitive-1.0.2.tgz",
-            "integrity": "sha512-bwZdv0AKLpplFY2KZRX6TvyuN7ojjr7lwkg6ml0roIy9YeuSr7JS372qlNW18UQYzgYK9ziGcerWqZOmEn9VNg==",
+            "resolved": "https://registry.npmjs.org/which-collection/-/which-collection-1.0.2.tgz",
+            "integrity": "sha512-K4jVyjnBdgvc86Y6BkaLZEN933SwYOuBFkdmBu9ZfkcAbdVbpITnDmjvZ/aQjRXQrv5EPkTnD1s39GiiqbngCw==",
             "dev": true,
             "license": "MIT",
             "dependencies": {
-                "is-bigint": "^1.0.1",
-                "is-boolean-object": "^1.1.0",
-                "is-number-object": "^1.0.4",
-                "is-string": "^1.0.5",
-                "is-symbol": "^1.0.3"
+                "is-map": "^2.0.3",
+                "is-set": "^2.0.3",
+                "is-weakmap": "^2.0.2",
+                "is-weakset": "^2.0.3"
+            },
+            "engines": {
+                "node": ">= 0.4"
             },
             "funding": {
                 "url": "https://github.com/sponsors/ljharb"
             }
         },
         "node_modules/which-typed-array": {
-            "version": "1.1.15",
-            "resolved": "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.15.tgz",
-            "integrity": "sha512-oV0jmFtUky6CXfkqehVvBP/LSWJ2sy4vWMioiENyJLePrBO/yKyV9OyJySfAKosh+RYkIl5zJCNZ8/4JncrpdA==",
+            "version": "1.1.19",
+            "resolved": "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.19.tgz",
+            "integrity": "sha512-rEvr90Bck4WZt9HHFC4DJMsjvu7x+r6bImz0/BrbWb7A2djJ8hnZMrWnHo9F8ssv0OMErasDhftrfROTyqSDrw==",
             "dev": true,
             "license": "MIT",
             "dependencies": {
                 "available-typed-arrays": "^1.0.7",
-                "call-bind": "^1.0.7",
-                "for-each": "^0.3.3",
-                "gopd": "^1.0.1",
+                "call-bind": "^1.0.8",
+                "call-bound": "^1.0.4",
+                "for-each": "^0.3.5",
+                "get-proto": "^1.0.1",
+                "gopd": "^1.2.0",
                 "has-tostringtag": "^1.0.2"
             },
             "engines": {
diff --git a/services/frontend/package.json b/services/frontend/package.json
index 5f840b1c..9a2b34e7 100644
--- a/services/frontend/package.json
+++ b/services/frontend/package.json
@@ -34,7 +34,7 @@
         "@nx/js": "^18.0.4",
         "@nx/vite": "^18.0.4",
         "@nx/vue": "17.3.2",
-        "@nx/web": "18.0.4",
+        "@nx/web": "18.3.5",
         "@nx/workspace": "^18.0.4",
         "@rushstack/eslint-patch": "^1.2.0",
         "@tsconfig/node21": "^21.0.1",
@@ -49,18 +49,18 @@
         "autoprefixer": "^10.4.17",
         "cypress": "^13.0.0",
         "daisyui": "^4.7.2",
-        "eslint": "8.46.0",
-        "eslint-plugin-cypress": "2.15.1",
-        "eslint-plugin-import": "2.27.5",
+        "eslint": "8.57.1",
+        "eslint-plugin-cypress": "2.15.2",
+        "eslint-plugin-import": "2.32.0",
         "eslint-plugin-vue": "^9.16.1",
         "jsdom": "^24.0.0",
-        "nx": "17.1.3",
+        "nx": "17.3.2",
         "postcss": "^8.4.35",
         "tailwindcss": "^3.4.1",
-        "typescript": "~5.3.3",
+        "typescript": "~5.8.0",
         "vite": "^5.1.6",
         "vite-plugin-dts": "~2.3.0",
-        "vite-tsconfig-paths": "~4.2.0",
+        "vite-tsconfig-paths": "~4.3.0",
         "vitest": "^1.6.1",
         "vue-tsc": "^1.8.27",
         "axios": "^1.9.0",
diff --git a/services/mcp-server/Dockerfile b/services/mcp-server/Dockerfile
index df7c861c..0abec842 100644
--- a/services/mcp-server/Dockerfile
+++ b/services/mcp-server/Dockerfile
@@ -1,4 +1,4 @@
-FROM --platform=linux/amd64 python:3.11.7-bookworm AS build
+FROM --platform=linux/amd64 python:3.13.5-bookworm AS build
 
 ARG dev=0
 ENV POETRY_VIRTUALENVS_PATH=/app/services/mcp-server/.venv
@@ -26,7 +26,7 @@ RUN poetry config virtualenvs.create false &&\
     poetry install --no-interaction --no-ansi --no-root; \
     fi
 
-FROM --platform=linux/amd64 python:3.11.7-bookworm
+FROM --platform=linux/amd64 python:3.13.5-bookworm
 ARG dev=0
 
 RUN adduser --disabled-password --gecos "" --uid 65532 nonroot
diff --git a/services/mcp-server/poetry.lock b/services/mcp-server/poetry.lock
index 187f43b4..f08dc7d3 100644
--- a/services/mcp-server/poetry.lock
+++ b/services/mcp-server/poetry.lock
@@ -64,7 +64,7 @@ version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
@@ -447,6 +447,7 @@ files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
 ]
+markers = {main = "sys_platform != \"emscripten\""}
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -462,79 +463,104 @@ files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
-markers = {main = "platform_system == \"Windows\" or os_name == \"nt\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
+markers = {main = "sys_platform != \"emscripten\" and platform_system == \"Windows\" or os_name == \"nt\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
 
 [[package]]
 name = "coverage"
-version = "7.8.0"
+version = "7.10.1"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "coverage-7.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2931f66991175369859b5fd58529cd4b73582461877ecfd859b6549869287ffe"},
-    {file = "coverage-7.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:52a523153c568d2c0ef8826f6cc23031dc86cffb8c6aeab92c4ff776e7951b28"},
-    {file = "coverage-7.8.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5c8a5c139aae4c35cbd7cadca1df02ea8cf28a911534fc1b0456acb0b14234f3"},
-    {file = "coverage-7.8.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5a26c0c795c3e0b63ec7da6efded5f0bc856d7c0b24b2ac84b4d1d7bc578d676"},
-    {file = "coverage-7.8.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:821f7bcbaa84318287115d54becb1915eece6918136c6f91045bb84e2f88739d"},
-    {file = "coverage-7.8.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:a321c61477ff8ee705b8a5fed370b5710c56b3a52d17b983d9215861e37b642a"},
-    {file = "coverage-7.8.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:ed2144b8a78f9d94d9515963ed273d620e07846acd5d4b0a642d4849e8d91a0c"},
-    {file = "coverage-7.8.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:042e7841a26498fff7a37d6fda770d17519982f5b7d8bf5278d140b67b61095f"},
-    {file = "coverage-7.8.0-cp310-cp310-win32.whl", hash = "sha256:f9983d01d7705b2d1f7a95e10bbe4091fabc03a46881a256c2787637b087003f"},
-    {file = "coverage-7.8.0-cp310-cp310-win_amd64.whl", hash = "sha256:5a570cd9bd20b85d1a0d7b009aaf6c110b52b5755c17be6962f8ccd65d1dbd23"},
-    {file = "coverage-7.8.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:e7ac22a0bb2c7c49f441f7a6d46c9c80d96e56f5a8bc6972529ed43c8b694e27"},
-    {file = "coverage-7.8.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:bf13d564d310c156d1c8e53877baf2993fb3073b2fc9f69790ca6a732eb4bfea"},
-    {file = "coverage-7.8.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a5761c70c017c1b0d21b0815a920ffb94a670c8d5d409d9b38857874c21f70d7"},
-    {file = "coverage-7.8.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e5ff52d790c7e1628241ffbcaeb33e07d14b007b6eb00a19320c7b8a7024c040"},
-    {file = "coverage-7.8.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d39fc4817fd67b3915256af5dda75fd4ee10621a3d484524487e33416c6f3543"},
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 test = ["certifi (>=2024)", "cryptography-vectors (==44.0.3)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
 test-randomorder = ["pytest-randomly"]
 
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+
+[package.extras]
+dev = ["black (>=23.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "hypercorn (>=0.16.0)", "mypy (>=1.8)", "pylint (>=3)", "pytest (>=7.4)", "pytest-cov (>=4.1.0)", "quart-trio (>=0.11.0)", "sphinx (>=7.2.0)", "sphinx-rtd-theme (>=2.0.0)", "twine (>=4.0.0)", "wheel (>=0.42.0)"]
+dnssec = ["cryptography (>=43)"]
+doh = ["h2 (>=4.1.0)", "httpcore (>=1.0.0)", "httpx (>=0.26.0)"]
+doq = ["aioquic (>=1.0.0)"]
+idna = ["idna (>=3.7)"]
+trio = ["trio (>=0.23)"]
+wmi = ["wmi (>=1.5.1)"]
+
+[[package]]
+name = "docstring-parser"
+version = "0.17.0"
+description = "Parse Python docstrings in reST, Google and Numpydoc format"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "docstring_parser-0.17.0-py3-none-any.whl", hash = "sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708"},
+    {file = "docstring_parser-0.17.0.tar.gz", hash = "sha256:583de4a309722b3315439bb31d64ba3eebada841f2e2cee23b99df001434c912"},
+]
+
+[package.extras]
+dev = ["pre-commit (>=2.16.0) ; python_version >= \"3.9\"", "pydoctor (>=25.4.0)", "pytest"]
+docs = ["pydoctor (>=25.4.0)"]
+test = ["pytest"]
+
+[[package]]
+name = "docutils"
+version = "0.22"
+description = "Docutils -- Python Documentation Utilities"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "docutils-0.22-py3-none-any.whl", hash = "sha256:4ed966a0e96a0477d852f7af31bdcb3adc049fbb35ccba358c2ea8a03287615e"},
+    {file = "docutils-0.22.tar.gz", hash = "sha256:ba9d57750e92331ebe7c08a1bbf7a7f8143b86c476acd51528b042216a6aad0f"},
+]
+
 [[package]]
 name = "dulwich"
 version = "0.22.8"
@@ -826,6 +859,22 @@ https = ["urllib3 (>=1.24.1)"]
 paramiko = ["paramiko"]
 pgp = ["gpg"]
 
+[[package]]
+name = "email-validator"
+version = "2.2.0"
+description = "A robust email address syntax and deliverability validation library."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "email_validator-2.2.0-py3-none-any.whl", hash = "sha256:561977c2d73ce3611850a06fa56b414621e0c8faa9d66f2611407d87465da631"},
+    {file = "email_validator-2.2.0.tar.gz", hash = "sha256:cb690f344c617a714f22e66ae771445a1ceb46821152df8e165c5f9a364582b7"},
+]
+
+[package.dependencies]
+dnspython = ">=2.0.0"
+idna = ">=2.0.0"
+
 [[package]]
 name = "eradicate"
 version = "2.3.0"
@@ -873,25 +922,27 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "fastmcp"
-version = "2.8.1"
-description = "The fast, Pythonic way to build MCP servers."
+version = "2.10.6"
+description = "The fast, Pythonic way to build MCP servers and clients."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "fastmcp-2.8.1-py3-none-any.whl", hash = "sha256:3b56a7bbab6bbac64d2a251a98b3dec5bb822ab1e4e9f20bb259add028b10d44"},
-    {file = "fastmcp-2.8.1.tar.gz", hash = "sha256:c89d8ce8bf53a166eda444cfdcb2c638170e62445487229fbaf340aed31beeaf"},
+    {file = "fastmcp-2.10.6-py3-none-any.whl", hash = "sha256:9782416a8848cc0f4cfcc578e5c17834da620bef8ecf4d0daabf5dd1272411a2"},
+    {file = "fastmcp-2.10.6.tar.gz", hash = "sha256:5a7b3301f9f1b64610430caef743ac70175c4b812e1949f037e4db65b0a42c5a"},
 ]
 
 [package.dependencies]
 authlib = ">=1.5.2"
+cyclopts = ">=3.0.0"
 exceptiongroup = ">=1.2.2"
 httpx = ">=0.28.1"
-mcp = ">=1.9.4,<2.0.0"
+mcp = ">=1.10.0"
 openapi-pydantic = ">=0.5.1"
+pydantic = {version = ">=2.11.7", extras = ["email"]}
+pyperclip = ">=1.9.0"
 python-dotenv = ">=1.1.0"
 rich = ">=13.9.4"
-typer = ">=0.15.2"
 
 [package.extras]
 websockets = ["websockets (>=15.0.1)"]
@@ -930,31 +981,31 @@ packaging = ">=20"
 
 [[package]]
 name = "flake8"
-version = "7.2.0"
+version = "7.3.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "flake8-7.2.0-py2.py3-none-any.whl", hash = "sha256:93b92ba5bdb60754a6da14fa3b93a9361fd00a59632ada61fd7b130436c40343"},
-    {file = "flake8-7.2.0.tar.gz", hash = "sha256:fa558ae3f6f7dbf2b4f22663e5343b6b6023620461f8d4ff2019ef4b5ee70426"},
+    {file = "flake8-7.3.0-py2.py3-none-any.whl", hash = "sha256:b9696257b9ce8beb888cdbe31cf885c90d31928fe202be0889a7cdafad32f01e"},
+    {file = "flake8-7.3.0.tar.gz", hash = "sha256:fe044858146b9fc69b551a4b490d69cf960fcb78ad1edcb84e7fbb1b4a8e3872"},
 ]
 
 [package.dependencies]
 mccabe = ">=0.7.0,<0.8.0"
-pycodestyle = ">=2.13.0,<2.14.0"
-pyflakes = ">=3.3.0,<3.4.0"
+pycodestyle = ">=2.14.0,<2.15.0"
+pyflakes = ">=3.4.0,<3.5.0"
 
 [[package]]
 name = "flake8-annotations-complexity"
-version = "0.0.8"
+version = "0.1.0"
 description = "A flake8 extension that checks for type annotations complexity"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "flake8_annotations_complexity-0.0.8-py3-none-any.whl", hash = "sha256:44e299dac0ab64f3af4b478fac7feb635c113a606036de8b39dadab3531da7ed"},
-    {file = "flake8_annotations_complexity-0.0.8.tar.gz", hash = "sha256:8914e76e31672c4063c928b0a250db6b935a16d1799de10457958a71d11bb665"},
+    {file = "flake8_annotations_complexity-0.1.0-py3-none-any.whl", hash = "sha256:102d75f5ba0c667cde9c563062f4e7c616ca84bf5bfdc9c1f960a2655133ce35"},
+    {file = "flake8_annotations_complexity-0.1.0.tar.gz", hash = "sha256:98b86ef87de5331d2b61f3cf472dcf6b8ff1a5ddde46f78bc894b464f06e1414"},
 ]
 
 [package.dependencies]
@@ -1202,14 +1253,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["dev"]
 files = [
-    {file = "flake8_simplify-0.21.0-py3-none-any.whl", hash = "sha256:439391e762a9370b371208add0b5c5c40c3d25a98e1f5421d263215d08194183"},
-    {file = "flake8_simplify-0.21.0.tar.gz", hash = "sha256:c95ff1dcc1de5949af47e0087cbf1164445881131b15bcd7a71252670f492f4d"},
+    {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
+    {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
 ]
 
 [package.dependencies]
@@ -1477,6 +1528,43 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "jsonschema"
+version = "4.25.0"
+description = "An implementation of JSON Schema validation for Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "jsonschema-4.25.0-py3-none-any.whl", hash = "sha256:24c2e8da302de79c8b9382fee3e76b355e44d2a4364bb207159ce10b517bd716"},
+    {file = "jsonschema-4.25.0.tar.gz", hash = "sha256:e63acf5c11762c0e6672ffb61482bdf57f0876684d8d249c0fe2d730d48bc55f"},
+]
+
+[package.dependencies]
+attrs = ">=22.2.0"
+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
+rpds-py = ">=0.7.1"
+
+[package.extras]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "rfc3987-syntax (>=1.1.0)", "uri-template", "webcolors (>=24.6.0)"]
+
+[[package]]
+name = "jsonschema-specifications"
+version = "2025.4.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "jsonschema_specifications-2025.4.1-py3-none-any.whl", hash = "sha256:4653bffbd6584f7de83a67e0d620ef16900b390ddc7939d56684d6c81e33f1af"},
+    {file = "jsonschema_specifications-2025.4.1.tar.gz", hash = "sha256:630159c9f4dbea161a6a2205c3011cc4f18ff381b189fff48bb39b9bf26ae608"},
+]
+
+[package.dependencies]
+referencing = ">=0.31.0"
+
 [[package]]
 name = "keyring"
 version = "25.6.0"
@@ -1617,29 +1705,31 @@ files = [
 
 [[package]]
 name = "mcp"
-version = "1.9.4"
+version = "1.12.2"
 description = "Model Context Protocol SDK"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "mcp-1.9.4-py3-none-any.whl", hash = "sha256:7fcf36b62936adb8e63f89346bccca1268eeca9bf6dfb562ee10b1dfbda9dac0"},
-    {file = "mcp-1.9.4.tar.gz", hash = "sha256:cfb0bcd1a9535b42edaef89947b9e18a8feb49362e1cc059d6e7fc636f2cb09f"},
+    {file = "mcp-1.12.2-py3-none-any.whl", hash = "sha256:b86d584bb60193a42bd78aef01882c5c42d614e416cbf0480149839377ab5a5f"},
+    {file = "mcp-1.12.2.tar.gz", hash = "sha256:a4b7c742c50ce6ed6d6a6c096cca0e3893f5aecc89a59ed06d47c4e6ba41edcc"},
 ]
 
 [package.dependencies]
 anyio = ">=4.5"
 httpx = ">=0.27"
 httpx-sse = ">=0.4"
-pydantic = ">=2.7.2,<3.0.0"
+jsonschema = ">=4.20.0"
+pydantic = ">=2.8.0,<3.0.0"
 pydantic-settings = ">=2.5.2"
 python-multipart = ">=0.0.9"
+pywin32 = {version = ">=310", markers = "sys_platform == \"win32\""}
 sse-starlette = ">=1.6.1"
 starlette = ">=0.27"
 uvicorn = {version = ">=0.23.1", markers = "sys_platform != \"emscripten\""}
 
 [package.extras]
-cli = ["python-dotenv (>=1.0.0)", "typer (>=0.12.4)"]
+cli = ["python-dotenv (>=1.0.0)", "typer (>=0.16.0)"]
 rich = ["rich (>=13.9.4)"]
 ws = ["websockets (>=15.0.1)"]
 
@@ -1830,14 +1920,14 @@ install = ["zstandard (>=0.21.0)"]
 
 [[package]]
 name = "pep8-naming"
-version = "0.14.1"
+version = "0.15.1"
 description = "Check PEP-8 naming conventions, plugin for flake8"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "pep8-naming-0.14.1.tar.gz", hash = "sha256:1ef228ae80875557eb6c1549deafed4dabbf3261cfcafa12f773fe0db9be8a36"},
-    {file = "pep8_naming-0.14.1-py3-none-any.whl", hash = "sha256:63f514fc777d715f935faf185dedd679ab99526a7f2f503abb61587877f7b1c5"},
+    {file = "pep8_naming-0.15.1-py3-none-any.whl", hash = "sha256:eb63925e7fd9e028c7f7ee7b1e413ec03d1ee5de0e627012102ee0222c273c86"},
+    {file = "pep8_naming-0.15.1.tar.gz", hash = "sha256:f6f4a499aba2deeda93c1f26ccc02f3da32b035c8b2db9696b730ef2c9639d29"},
 ]
 
 [package.dependencies]
@@ -1940,14 +2030,14 @@ files = [
 
 [[package]]
 name = "pycodestyle"
-version = "2.13.0"
+version = "2.14.0"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "pycodestyle-2.13.0-py2.py3-none-any.whl", hash = "sha256:35863c5974a271c7a726ed228a14a4f6daf49df369d8c50cd9a6f58a5e143ba9"},
-    {file = "pycodestyle-2.13.0.tar.gz", hash = "sha256:c8415bf09abe81d9c7f872502a6eee881fbe85d8763dd5b9924bb0a01d67efae"},
+    {file = "pycodestyle-2.14.0-py2.py3-none-any.whl", hash = "sha256:dd6bf7cb4ee77f8e016f9c8e74a35ddd9f67e1d5fd4184d86c3b98e07099f42d"},
+    {file = "pycodestyle-2.14.0.tar.gz", hash = "sha256:c4b5b517d278089ff9d0abdec919cd97262a3367449ea1c8b49b91529167b783"},
 ]
 
 [[package]]
@@ -1964,18 +2054,19 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "2.11.4"
+version = "2.11.7"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pydantic-2.11.4-py3-none-any.whl", hash = "sha256:d9615eaa9ac5a063471da949c8fc16376a84afb5024688b3ff885693506764eb"},
-    {file = "pydantic-2.11.4.tar.gz", hash = "sha256:32738d19d63a226a52eed76645a98ee07c1f410ee41d93b4afbfa85ed8111c2d"},
+    {file = "pydantic-2.11.7-py3-none-any.whl", hash = "sha256:dde5df002701f6de26248661f6835bbe296a47bf73990135c7d07ce741b9623b"},
+    {file = "pydantic-2.11.7.tar.gz", hash = "sha256:d989c3c6cb79469287b1569f7447a17848c998458d49ebe294e975b9baf0f0db"},
 ]
 
 [package.dependencies]
 annotated-types = ">=0.6.0"
+email-validator = {version = ">=2.0.0", optional = true, markers = "extra == \"email\""}
 pydantic-core = "2.33.2"
 typing-extensions = ">=4.12.2"
 typing-inspection = ">=0.4.0"
@@ -2098,14 +2189,14 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
 name = "pydantic-settings"
-version = "2.9.1"
+version = "2.10.1"
 description = "Settings management using Pydantic"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pydantic_settings-2.9.1-py3-none-any.whl", hash = "sha256:59b4f431b1defb26fe620c71a7d3968a710d719f5f4cdbbdb7926edeb770f6ef"},
-    {file = "pydantic_settings-2.9.1.tar.gz", hash = "sha256:c509bf79d27563add44e8446233359004ed85066cd096d8b510f715e6ef5d268"},
+    {file = "pydantic_settings-2.10.1-py3-none-any.whl", hash = "sha256:a60952460b99cf661dc25c29c0ef171721f98bfcb52ef8d9ea4c943d7c8cc796"},
+    {file = "pydantic_settings-2.10.1.tar.gz", hash = "sha256:06f0062169818d0f5524420a360d632d5857b83cffd4d42fe29597807a1614ee"},
 ]
 
 [package.dependencies]
@@ -2122,14 +2213,14 @@ yaml = ["pyyaml (>=6.0.1)"]
 
 [[package]]
 name = "pyflakes"
-version = "3.3.2"
+version = "3.4.0"
 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "pyflakes-3.3.2-py2.py3-none-any.whl", hash = "sha256:5039c8339cbb1944045f4ee5466908906180f13cc99cc9949348d10f82a5c32a"},
-    {file = "pyflakes-3.3.2.tar.gz", hash = "sha256:6dfd61d87b97fba5dcfaaf781171ac16be16453be6d816147989e7f6e6a9576b"},
+    {file = "pyflakes-3.4.0-py2.py3-none-any.whl", hash = "sha256:f742a7dbd0d9cb9ea41e9a24a918996e8170c799fa528688d40dd582c8265f4f"},
+    {file = "pyflakes-3.4.0.tar.gz", hash = "sha256:b24f96fafb7d2ab0ec5075b7350b3d2d2218eab42003821c06344973d3ea2f58"},
 ]
 
 [[package]]
@@ -2147,6 +2238,17 @@ files = [
 [package.extras]
 windows-terminal = ["colorama (>=0.4.6)"]
 
+[[package]]
+name = "pyperclip"
+version = "1.9.0"
+description = "A cross-platform clipboard module for Python. (Only handles plain text for now.)"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "pyperclip-1.9.0.tar.gz", hash = "sha256:b7de0142ddc81bfc5c7507eea19da920b92252b548b96186caf94a5e2527d310"},
+]
+
 [[package]]
 name = "pyproject-hooks"
 version = "1.2.0"
@@ -2161,24 +2263,25 @@ files = [
 
 [[package]]
 name = "pytest"
-version = "8.3.5"
+version = "8.4.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "pytest-8.3.5-py3-none-any.whl", hash = "sha256:c69214aa47deac29fad6c2a4f590b9c4a9fdb16a403176fe154b79c0b4d4d820"},
-    {file = "pytest-8.3.5.tar.gz", hash = "sha256:f4efe70cc14e511565ac476b57c279e12a855b11f48f212af1080ef2263d3845"},
+    {file = "pytest-8.4.1-py3-none-any.whl", hash = "sha256:539c70ba6fcead8e78eebbf1115e8b589e7565830d7d006a8723f19ac8a0afb7"},
+    {file = "pytest-8.4.1.tar.gz", hash = "sha256:7c67fd69174877359ed9371ec3af8a3d2b04741818c51e5e99cc1742251fa93c"},
 ]
 
 [package.dependencies]
-colorama = {version = "*", markers = "sys_platform == \"win32\""}
-iniconfig = "*"
-packaging = "*"
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+iniconfig = ">=1"
+packaging = ">=20"
 pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
 
 [package.extras]
-dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "python-dateutil"
@@ -2222,6 +2325,37 @@ files = [
     {file = "python_multipart-0.0.20.tar.gz", hash = "sha256:8dd0cab45b8e23064ae09147625994d090fa46f5b0d1e13af944c331a7fa9d13"},
 ]
 
+[[package]]
+name = "pywin32"
+version = "311"
+description = "Python for Window Extensions"
+optional = false
+python-versions = "*"
+groups = ["main"]
+markers = "sys_platform == \"win32\""
+files = [
+    {file = "pywin32-311-cp310-cp310-win32.whl", hash = "sha256:d03ff496d2a0cd4a5893504789d4a15399133fe82517455e78bad62efbb7f0a3"},
+    {file = "pywin32-311-cp310-cp310-win_amd64.whl", hash = "sha256:797c2772017851984b97180b0bebe4b620bb86328e8a884bb626156295a63b3b"},
+    {file = "pywin32-311-cp310-cp310-win_arm64.whl", hash = "sha256:0502d1facf1fed4839a9a51ccbcc63d952cf318f78ffc00a7e78528ac27d7a2b"},
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+    {file = "rpds_py-0.26.0.tar.gz", hash = "sha256:20dae58a859b0906f0685642e591056f1e787f3a8b39c8e8749a45dc7d26bdb0"},
+]
+
 [[package]]
 name = "secretstorage"
 version = "3.3.3"
@@ -2612,24 +2933,6 @@ files = [
     {file = "trove_classifiers-2025.5.1.12.tar.gz", hash = "sha256:28d24c3d043dc6b0459813d6bf4a231e788509b55ee3d54ba08ce72638031182"},
 ]
 
-[[package]]
-name = "typer"
-version = "0.16.0"
-description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "typer-0.16.0-py3-none-any.whl", hash = "sha256:1f79bed11d4d02d4310e3c1b7ba594183bcedb0ac73b27a9e5f28f6fb5b98855"},
-    {file = "typer-0.16.0.tar.gz", hash = "sha256:af377ffaee1dbe37ae9440cb4e8f11686ea5ce4e9bae01b84ae7c63b87f1dd3b"},
-]
-
-[package.dependencies]
-click = ">=8.0.0"
-rich = ">=10.11.0"
-shellingham = ">=1.3.0"
-typing-extensions = ">=3.7.4.3"
-
 [[package]]
 name = "typing-extensions"
 version = "4.13.2"
@@ -2940,4 +3243,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.11"
-content-hash = "b5b92e224e2bbbd3b62f35c33ad1a68ed2f7351704e1875e316ed89290c111bd"
+content-hash = "b4ef581d6d4acb0f68b42534b885cef0b2934405fbb33d576a98f09f7e42ebb9"
diff --git a/services/mcp-server/pyproject.toml b/services/mcp-server/pyproject.toml
index 95fb4949..94798af2 100644
--- a/services/mcp-server/pyproject.toml
+++ b/services/mcp-server/pyproject.toml
@@ -23,7 +23,7 @@ flake8-pyproject = "^1.2.3"
 coverage = "^7.5.4"
 flake8-quotes = "^3.4.0"
 flake8-return = "^1.2.0"
-flake8-annotations-complexity = "^0.0.8"
+flake8-annotations-complexity = "^0.1.0"
 flake8-bandit = "^4.1.1"
 flake8-bugbear = "^24.8.19"
 flake8-builtins = "^2.5.0"
@@ -33,10 +33,10 @@ flake8-expression-complexity = "^0.0.11"
 # flake8-logging-format = "^2024.24.12"
 # flake8-docstrings = "^1.7.0"
 flake8-pytest-style = "^2.0.0"
-pep8-naming = "^0.14.1"
+pep8-naming = "^0.15.0"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"
diff --git a/services/rag-backend/poetry.lock b/services/rag-backend/poetry.lock
index 84f298e8..529e45db 100644
--- a/services/rag-backend/poetry.lock
+++ b/services/rag-backend/poetry.lock
@@ -523,11 +523,11 @@ description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 groups = ["main", "dev"]
-markers = "platform_system == \"Windows\" or sys_platform == \"win32\""
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "platform_system == \"Windows\" or sys_platform == \"win32\"", dev = "sys_platform == \"win32\" or platform_system == \"Windows\""}
 
 [[package]]
 name = "coloredlogs"
@@ -688,38 +688,38 @@ vision = ["Pillow (>=9.4.0)"]
 
 [[package]]
 name = "debugpy"
-version = "1.8.14"
+version = "1.8.15"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "debugpy-1.8.15-cp39-cp39-win_amd64.whl", hash = "sha256:de7db80189ca97ab4b10a87e4039cfe4dd7ddfccc8f33b5ae40fcd33792fc67a"},
+    {file = "debugpy-1.8.15-py2.py3-none-any.whl", hash = "sha256:bce2e6c5ff4f2e00b98d45e7e01a49c7b489ff6df5f12d881c67d2f1ac635f3d"},
+    {file = "debugpy-1.8.15.tar.gz", hash = "sha256:58d7a20b7773ab5ee6bdfb2e6cf622fdf1e40c9d5aef2857d85391526719ac00"},
 ]
 
 [[package]]
@@ -1161,14 +1161,14 @@ flake8-plugin-utils = ">=1.0,<2.0"
 
 [[package]]
 name = "flake8-simplify"
-version = "0.21.0"
+version = "0.22.0"
 description = "flake8 plugin which checks for code that can be simplified"
 optional = false
 python-versions = ">=3.6.1"
 groups = ["dev"]
 files = [
-    {file = "flake8_simplify-0.21.0-py3-none-any.whl", hash = "sha256:439391e762a9370b371208add0b5c5c40c3d25a98e1f5421d263215d08194183"},
-    {file = "flake8_simplify-0.21.0.tar.gz", hash = "sha256:c95ff1dcc1de5949af47e0087cbf1164445881131b15bcd7a71252670f492f4d"},
+    {file = "flake8_simplify-0.22.0-py3-none-any.whl", hash = "sha256:812c65bf49d7857093750df71fc9c4a925fc192bfca14ecf04570e224f17581f"},
+    {file = "flake8_simplify-0.22.0.tar.gz", hash = "sha256:526421594d5815cf786a637c2a705223956f7e34872b6bb9f66c5ce3e28caaf9"},
 ]
 
 [package.dependencies]
@@ -5177,4 +5177,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "f10ee313444120b075ca2c2031d839d1eac751ed95de80c36aaca65eecfdac86"
+content-hash = "16a92dde51204d04e06000dd8d13e83e5f76ca36dc6c2e63083b921089642187"
diff --git a/services/rag-backend/pyproject.toml b/services/rag-backend/pyproject.toml
index 1e790e11..8b2eb769 100644
--- a/services/rag-backend/pyproject.toml
+++ b/services/rag-backend/pyproject.toml
@@ -30,7 +30,7 @@ flake8-pytest-style = "^2.0.0"
 pep8-naming = "^0.15.1"
 flake8-eol = "^0.0.8"
 flake8-exceptions = "^0.0.1a0"
-flake8-simplify = "^0.21.0"
+flake8-simplify = "^0.22.0"
 flake8-wot = "^0.2.0"
 flake8-function-order = "^0.0.5"
 flake8-tidy-imports = "^4.10.0"

From 8f5363d590397d289836fc672de0ad164f4003f7 Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Thu, 31 Jul 2025 10:44:58 +0200
Subject: [PATCH 05/17] fix: rename mcp image name to mcp-server for
 consistency

---
 Tiltfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Tiltfile b/Tiltfile
index ee8da8ac..b25ae682 100644
--- a/Tiltfile
+++ b/Tiltfile
@@ -189,7 +189,7 @@ local_resource(
 ################################## build mcp image and do live update ##################################################
 # NOTE: full image names should match the one in the helm chart values.yaml!
 registry = "ghcr.io/stackitcloud/rag-template"
-mcp_image_name = "rag-mcp"
+mcp_image_name = "mcp-server"
 
 mcp_context = "./services/mcp-server"
 mcp_full_image_name = "%s/%s" % (registry, mcp_image_name)

From a74d9163a4457c676e0b87d9863cc78acbc0a746 Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Thu, 31 Jul 2025 11:27:55 +0200
Subject: [PATCH 06/17] fix(deps): downgrade pypdfium2 to version 4.30.0 and
 update dependencies in extractor-api-lib and document-extractor

---
 libs/extractor-api-lib/poetry.lock      |  30 +++---
 libs/extractor-api-lib/pyproject.toml   |   1 +
 services/document-extractor/poetry.lock | 124 ++++++++++++------------
 3 files changed, 79 insertions(+), 76 deletions(-)

diff --git a/libs/extractor-api-lib/poetry.lock b/libs/extractor-api-lib/poetry.lock
index cf7238ad..2fcd7a56 100644
--- a/libs/extractor-api-lib/poetry.lock
+++ b/libs/extractor-api-lib/poetry.lock
@@ -3482,25 +3482,25 @@ image = ["Pillow (>=8.0.0)"]
 
 [[package]]
 name = "pypdfium2"
-version = "4.30.1"
+version = "4.30.0"
 description = "Python bindings to PDFium"
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
-    {file = "pypdfium2-4.30.1-py3-none-macosx_10_13_x86_64.whl", hash = "sha256:e07c47633732cc18d890bb7e965ad28a9c5a932e548acb928596f86be2e5ae37"},
-    {file = "pypdfium2-4.30.1-py3-none-macosx_11_0_arm64.whl", hash = "sha256:5ea2d44e96d361123b67b00f527017aa9c847c871b5714e013c01c3eb36a79fe"},
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-    {file = "pypdfium2-4.30.1.tar.gz", hash = "sha256:5f5c7c6d03598e107d974f66b220a49436aceb191da34cda5f692be098a814ce"},
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+    {file = "pypdfium2-4.30.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:cc3bf29b0db8c76cdfaac1ec1cde8edf211a7de7390fbf8934ad2aa9b4d6dfad"},
+    {file = "pypdfium2-4.30.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f1f78d2189e0ddf9ac2b7a9b9bd4f0c66f54d1389ff6c17e9fd9dc034d06eb3f"},
+    {file = "pypdfium2-4.30.0-py3-none-musllinux_1_1_aarch64.whl", hash = "sha256:5eda3641a2da7a7a0b2f4dbd71d706401a656fea521b6b6faa0675b15d31a163"},
+    {file = "pypdfium2-4.30.0-py3-none-musllinux_1_1_i686.whl", hash = "sha256:0dfa61421b5eb68e1188b0b2231e7ba35735aef2d867d86e48ee6cab6975195e"},
+    {file = "pypdfium2-4.30.0-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:f33bd79e7a09d5f7acca3b0b69ff6c8a488869a7fab48fdf400fec6e20b9c8be"},
+    {file = "pypdfium2-4.30.0-py3-none-win32.whl", hash = "sha256:ee2410f15d576d976c2ab2558c93d392a25fb9f6635e8dd0a8a3a5241b275e0e"},
+    {file = "pypdfium2-4.30.0-py3-none-win_amd64.whl", hash = "sha256:90dbb2ac07be53219f56be09961eb95cf2473f834d01a42d901d13ccfad64b4c"},
+    {file = "pypdfium2-4.30.0-py3-none-win_arm64.whl", hash = "sha256:119b2969a6d6b1e8d55e99caaf05290294f2d0fe49c12a3f17102d01c441bd29"},
+    {file = "pypdfium2-4.30.0.tar.gz", hash = "sha256:48b5b7e5566665bc1015b9d69c1ebabe21f6aee468b509531c3c8318eeee2e16"},
 ]
 
 [[package]]
@@ -4965,4 +4965,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "e84a114f651fc89d49a29a9aefb10d07e95bc77ef9f46e0c747b8be7472acaaa"
+content-hash = "01e2e79396d1fc0b311050ea1f2ee71cc4f6a72cdc4a8ad08b90fda5d05ecbb2"
diff --git a/libs/extractor-api-lib/pyproject.toml b/libs/extractor-api-lib/pyproject.toml
index 78ee2203..31334c18 100644
--- a/libs/extractor-api-lib/pyproject.toml
+++ b/libs/extractor-api-lib/pyproject.toml
@@ -100,6 +100,7 @@ markdownify = "^1.1.0"
 langchain-core = "0.3.72"
 camelot-py = {extras = ["cv"], version = "^1.0.0"}
 fake-useragent = "^2.2.0"
+pypdfium2 = "4.30.0"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^8.3.5"
diff --git a/services/document-extractor/poetry.lock b/services/document-extractor/poetry.lock
index ddc0dc93..c78f0c4b 100644
--- a/services/document-extractor/poetry.lock
+++ b/services/document-extractor/poetry.lock
@@ -1029,28 +1029,29 @@ debugpy = "^1.8.14"
 dependency-injector = "^4.46.0"
 docx2txt = "^0.9"
 fake-useragent = "^2.2.0"
-fastapi = "^0.115.12"
-fasttext = {git = "https://github.com/cfculhane/fastText", rev = "main"}
+fastapi = "^0.116.0"
+fasttext = {git = "https://github.com/cfculhane/fastText", rev = "4a4451337ae6b476b9c584b97776c8c3eb4b27c5"}
 html5lib = "^1.1"
 langchain-community = "^0.3.23"
-langchain-core = "0.3.63"
+langchain-core = "0.3.72"
 lxml = "^5.4.0"
 markdownify = "^1.1.0"
 numpy = "^2.2.5"
 oauthlib = "^3.2.2"
-opencv-python = "4.11.0.86"
+opencv-python = "4.12.0.88"
 pandas = "^2.2.2"
 partial = "^1.0"
 pdf2image = "1.17.0"
-pdfplumber = "0.11.6"
+pdfplumber = "0.11.7"
 pydantic-settings = "^2.9.1"
+pypdfium2 = "4.30.0"
 pytesseract = "^0.3.10"
 python-multipart = "^0.0.20"
 pyyaml = "^6.0.2"
 requests-oauthlib = "^2.0.0"
 tabulate = "^0.9.0"
-unstructured = {version = "0.17.2", extras = ["docx", "pptx"]}
-uvicorn = "^0.34.2"
+unstructured = {version = "0.18.11", extras = ["docx", "pptx"]}
+uvicorn = "^0.35.0"
 wheel = "^0.45.1"
 
 [package.source]
@@ -1071,24 +1072,25 @@ files = [
 
 [[package]]
 name = "fastapi"
-version = "0.115.14"
+version = "0.116.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "fastapi-0.115.14-py3-none-any.whl", hash = "sha256:6c0c8bf9420bd58f565e585036d971872472b4f7d3f6c73b698e10cffdefb3ca"},
-    {file = "fastapi-0.115.14.tar.gz", hash = "sha256:b1de15cdc1c499a4da47914db35d0e4ef8f1ce62b624e94e0e5824421df99739"},
+    {file = "fastapi-0.116.1-py3-none-any.whl", hash = "sha256:c46ac7c312df840f0c9e220f7964bada936781bc4e2e6eb71f1c4d7553786565"},
+    {file = "fastapi-0.116.1.tar.gz", hash = "sha256:ed52cbf946abfd70c5a0dccb24673f0670deeb517a88b3544d03c2a6bf283143"},
 ]
 
 [package.dependencies]
 pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
-starlette = ">=0.40.0,<0.47.0"
+starlette = ">=0.40.0,<0.48.0"
 typing-extensions = ">=4.8.0"
 
 [package.extras]
-all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
-standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[standard-no-fastapi-cloud-cli] (>=0.0.8)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
 
 [[package]]
 name = "fasttext"
@@ -1984,20 +1986,20 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.63"
+version = "0.3.72"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.63-py3-none-any.whl", hash = "sha256:f91db8221b1bc6808f70b2e72fded1a94d50ee3f1dff1636fb5a5a514c64b7f5"},
-    {file = "langchain_core-0.3.63.tar.gz", hash = "sha256:e2e30cfbb7684a5a0319f6cbf065fc3c438bfd1060302f085a122527890fb01e"},
+    {file = "langchain_core-0.3.72-py3-none-any.whl", hash = "sha256:9fa15d390600eb6b6544397a7aa84be9564939b6adf7a2b091179ea30405b240"},
+    {file = "langchain_core-0.3.72.tar.gz", hash = "sha256:4de3828909b3d7910c313242ab07b241294650f5cb6eac17738dd3638b1cd7de"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
-langsmith = ">=0.1.126,<0.4"
-packaging = ">=23.2,<25"
+langsmith = ">=0.3.45"
+packaging = ">=23.2"
 pydantic = ">=2.7.4"
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
@@ -2588,23 +2590,23 @@ tests = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "opencv-python"
-version = "4.11.0.86"
+version = "4.12.0.88"
 description = "Wrapper package for OpenCV python bindings."
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
-    {file = "opencv-python-4.11.0.86.tar.gz", hash = "sha256:03d60ccae62304860d232272e4a4fda93c39d595780cb40b161b310244b736a4"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-macosx_13_0_arm64.whl", hash = "sha256:432f67c223f1dc2824f5e73cdfcd9db0efc8710647d4e813012195dc9122a52a"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-macosx_13_0_x86_64.whl", hash = "sha256:9d05ef13d23fe97f575153558653e2d6e87103995d54e6a35db3f282fe1f9c66"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1b92ae2c8852208817e6776ba1ea0d6b1e0a1b5431e971a2a0ddd2a8cc398202"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b02611523803495003bd87362db3e1d2a0454a6a63025dc6658a9830570aa0d"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-win32.whl", hash = "sha256:810549cb2a4aedaa84ad9a1c92fbfdfc14090e2749cedf2c1589ad8359aa169b"},
-    {file = "opencv_python-4.11.0.86-cp37-abi3-win_amd64.whl", hash = "sha256:085ad9b77c18853ea66283e98affefe2de8cc4c1f43eda4c100cf9b2721142ec"},
+    {file = "opencv-python-4.12.0.88.tar.gz", hash = "sha256:8b738389cede219405f6f3880b851efa3415ccd674752219377353f017d2994d"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-macosx_13_0_arm64.whl", hash = "sha256:f9a1f08883257b95a5764bf517a32d75aec325319c8ed0f89739a57fae9e92a5"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-macosx_13_0_x86_64.whl", hash = "sha256:812eb116ad2b4de43ee116fcd8991c3a687f099ada0b04e68f64899c09448e81"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:51fd981c7df6af3e8f70b1556696b05224c4e6b6777bdd2a46b3d4fb09de1a92"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:092c16da4c5a163a818f120c22c5e4a2f96e0db4f24e659c701f1fe629a690f9"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-win32.whl", hash = "sha256:ff554d3f725b39878ac6a2e1fa232ec509c36130927afc18a1719ebf4fbf4357"},
+    {file = "opencv_python-4.12.0.88-cp37-abi3-win_amd64.whl", hash = "sha256:d98edb20aa932fd8ebd276a72627dad9dc097695b3d435a4257557bbb49a79d2"},
 ]
 
 [package.dependencies]
-numpy = {version = ">=1.26.0", markers = "python_version >= \"3.12\""}
+numpy = {version = ">=2,<2.3.0", markers = "python_version >= \"3.9\""}
 
 [[package]]
 name = "opencv-python-headless"
@@ -2874,14 +2876,14 @@ pillow = "*"
 
 [[package]]
 name = "pdfminer-six"
-version = "20250327"
+version = "20250506"
 description = "PDF parser and analyzer"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pdfminer_six-20250327-py3-none-any.whl", hash = "sha256:5af494c85b1ecb7c28df5e3a26bb5234a8226a307503d9a09f4958bc154b16a9"},
-    {file = "pdfminer_six-20250327.tar.gz", hash = "sha256:57f6c34c2702df04cfa3191622a3db0a922ced686d35283232b00094f8914aa1"},
+    {file = "pdfminer_six-20250506-py3-none-any.whl", hash = "sha256:d81ad173f62e5f841b53a8ba63af1a4a355933cfc0ffabd608e568b9193909e3"},
+    {file = "pdfminer_six-20250506.tar.gz", hash = "sha256:b03cc8df09cf3c7aba8246deae52e0bca7ebb112a38895b5e1d4f5dd2b8ca2e7"},
 ]
 
 [package.dependencies]
@@ -2895,18 +2897,18 @@ image = ["Pillow"]
 
 [[package]]
 name = "pdfplumber"
-version = "0.11.6"
+version = "0.11.7"
 description = "Plumb a PDF for detailed information about each char, rectangle, and line."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "pdfplumber-0.11.6-py3-none-any.whl", hash = "sha256:169fc2b8dbf328c81a4e9bab30af0c304ad4b472fd7816616eabdb79dc5d9d17"},
-    {file = "pdfplumber-0.11.6.tar.gz", hash = "sha256:d0f419e031641d9eac70dc18c60e1fc3ca2ec28cce7e149644923c030a0003ff"},
+    {file = "pdfplumber-0.11.7-py3-none-any.whl", hash = "sha256:edd2195cca68bd770da479cf528a737e362968ec2351e62a6c0b71ff612ac25e"},
+    {file = "pdfplumber-0.11.7.tar.gz", hash = "sha256:fa67773e5e599de1624255e9b75d1409297c5e1d7493b386ce63648637c67368"},
 ]
 
 [package.dependencies]
-"pdfminer.six" = "20250327"
+"pdfminer.six" = "20250506"
 Pillow = ">=9.1"
 pypdfium2 = ">=4.18.0"
 
@@ -3529,25 +3531,25 @@ image = ["Pillow (>=8.0.0)"]
 
 [[package]]
 name = "pypdfium2"
-version = "4.30.1"
+version = "4.30.0"
 description = "Python bindings to PDFium"
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
-    {file = "pypdfium2-4.30.1-py3-none-macosx_10_13_x86_64.whl", hash = "sha256:e07c47633732cc18d890bb7e965ad28a9c5a932e548acb928596f86be2e5ae37"},
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+    {file = "pypdfium2-4.30.0-py3-none-win_amd64.whl", hash = "sha256:90dbb2ac07be53219f56be09961eb95cf2473f834d01a42d901d13ccfad64b4c"},
+    {file = "pypdfium2-4.30.0-py3-none-win_arm64.whl", hash = "sha256:119b2969a6d6b1e8d55e99caaf05290294f2d0fe49c12a3f17102d01c441bd29"},
+    {file = "pypdfium2-4.30.0.tar.gz", hash = "sha256:48b5b7e5566665bc1015b9d69c1ebabe21f6aee468b509531c3c8318eeee2e16"},
 ]
 
 [[package]]
@@ -4383,20 +4385,20 @@ files = [
 
 [[package]]
 name = "unstructured"
-version = "0.17.2"
+version = "0.18.11"
 description = "A library that prepares raw documents for downstream ML tasks."
 optional = false
-python-versions = ">=3.9.0"
+python-versions = ">=3.10.0"
 groups = ["main"]
 files = [
-    {file = "unstructured-0.17.2-py3-none-any.whl", hash = "sha256:527dd26a4b273aebef2f9119c9d4f0d0ce17640038d92296d23abe89be123840"},
-    {file = "unstructured-0.17.2.tar.gz", hash = "sha256:af18c3caef0a6c562cf77e34ee8b6ff522b605031d2336ffe565df66f126aa46"},
+    {file = "unstructured-0.18.11-py3-none-any.whl", hash = "sha256:85aec87032177b826ec278e57e3f74ef3a2aa7e887ab137875e572293cf9659b"},
+    {file = "unstructured-0.18.11.tar.gz", hash = "sha256:cf177d2a212a8bcd3a5a6750d8400c079764d30dabdb6605e7ba0a65679e00a0"},
 ]
 
 [package.dependencies]
 backoff = "*"
 beautifulsoup4 = "*"
-chardet = "*"
+charset-normalizer = "*"
 dataclasses-json = "*"
 emoji = "*"
 filetype = "*"
@@ -4419,25 +4421,25 @@ unstructured-client = "*"
 wrapt = "*"
 
 [package.extras]
-all-docs = ["effdet", "google-cloud-vision", "markdown", "networkx", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=0.8.10)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
+all-docs = ["effdet", "google-cloud-vision", "markdown", "msoffcrypto-tool", "networkx", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=1.0.5)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
 csv = ["pandas"]
 doc = ["python-docx (>=1.1.2)"]
 docx = ["python-docx (>=1.1.2)"]
 epub = ["pypandoc"]
 huggingface = ["langdetect", "sacremoses", "sentencepiece", "torch", "transformers"]
-image = ["effdet", "google-cloud-vision", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=0.8.10)", "unstructured.pytesseract (>=0.3.12)"]
-local-inference = ["effdet", "google-cloud-vision", "markdown", "networkx", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=0.8.10)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
+image = ["effdet", "google-cloud-vision", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=1.0.5)", "unstructured.pytesseract (>=0.3.12)"]
+local-inference = ["effdet", "google-cloud-vision", "markdown", "msoffcrypto-tool", "networkx", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=1.0.5)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
 md = ["markdown"]
 odt = ["pypandoc", "python-docx (>=1.1.2)"]
 org = ["pypandoc"]
 paddleocr = ["paddlepaddle (>=3.0.0b1)", "unstructured.paddleocr (==2.10.0)"]
-pdf = ["effdet", "google-cloud-vision", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=0.8.10)", "unstructured.pytesseract (>=0.3.12)"]
+pdf = ["effdet", "google-cloud-vision", "onnx (>=1.17.0)", "onnxruntime (>=1.19.0)", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=1.0.5)", "unstructured.pytesseract (>=0.3.12)"]
 ppt = ["python-pptx (>=1.0.1)"]
 pptx = ["python-pptx (>=1.0.1)"]
 rst = ["pypandoc"]
 rtf = ["pypandoc"]
 tsv = ["pandas"]
-xlsx = ["networkx", "openpyxl", "pandas", "xlrd"]
+xlsx = ["msoffcrypto-tool", "networkx", "openpyxl", "pandas", "xlrd"]
 
 [[package]]
 name = "unstructured-client"
@@ -4480,14 +4482,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.34.3"
+version = "0.35.0"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "uvicorn-0.34.3-py3-none-any.whl", hash = "sha256:16246631db62bdfbf069b0645177d6e8a77ba950cfedbfd093acef9444e4d885"},
-    {file = "uvicorn-0.34.3.tar.gz", hash = "sha256:35919a9a979d7a59334b6b10e05d77c1d0d574c50e0fc98b8b1a0f165708b55a"},
+    {file = "uvicorn-0.35.0-py3-none-any.whl", hash = "sha256:197535216b25ff9b785e29a0b79199f55222193d47f820816e7da751e9bc8d4a"},
+    {file = "uvicorn-0.35.0.tar.gz", hash = "sha256:bc662f087f7cf2ce11a1d7fd70b90c9f98ef2e2831556dd078d131b96cc94a01"},
 ]
 
 [package.dependencies]

From e17237618463253cee37f19f9451c085b241a887 Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Mon, 4 Aug 2025 09:01:19 +0200
Subject: [PATCH 07/17] merge

---
 infrastructure/rag/values.yaml | 134 ++++++++++++++++++++++-----------
 1 file changed, 91 insertions(+), 43 deletions(-)

diff --git a/infrastructure/rag/values.yaml b/infrastructure/rag/values.yaml
index 2023dc77..fb39a7b5 100644
--- a/infrastructure/rag/values.yaml
+++ b/infrastructure/rag/values.yaml
@@ -445,25 +445,43 @@ shared:
 
 
 langfuse:
-  minio:
-    deploy: false
-  valkey:
-    deploy: false #<--- keydb is used instead of valkey
-  image:
-    repository: ghcr.io/langfuse/langfuse
-    pullPolicy: Always
-    tag: "3.88.1"
-  postgresql:
-    deploy: true
-    auth:
-      username: postgres
-      password: postgres
-      database: langfuse
+  # Core Langfuse Configuration
   langfuse:
+    # Used to hash API keys
+    salt:
+      value: "changeme"
+
+    # Authentication settings
+    features:
+      telemetryEnabled: true
+      signUpDisabled: false
+
+    # Image configuration
+    image:
+      tag: "3.88.1"
+      pullPolicy: Always
+
+    # Web deployment configuration
+    web:
+      image:
+        repository: langfuse/langfuse
+        tag: "3.88.1"
+        pullPolicy: Always
+
+    # Worker deployment configuration
+    worker:
+      image:
+        repository: langfuse/langfuse-worker
+        tag: "3.88.1"
+        pullPolicy: Always
+
+    # NextAuth configuration
     nextauth:
       url: http://localhost:3000
-      secret: changeme
-    salt: changeme
+      secret:
+        value: "changeme"
+
+    # Additional environment variables (only for init values)
     additionalEnv:
     - name: LANGFUSE_INIT_ORG_ID
       value: ""
@@ -479,33 +497,8 @@ langfuse:
       value: ""
     - name: LANGFUSE_INIT_USER_PASSWORD
       value: ""
-    # REDIS
-    - name: "REDIS_CONNECTION_STRING"
-      value: "redis://rag-keydb:6379"
-    # CLICKHOUSE
-    - name: "CLICKHOUSE_MIGRATION_URL"
-      value: "clickhouse://rag-clickhouse:9000"
-    - name: "CLICKHOUSE_URL"
-      value: "http://rag-clickhouse:8123"
-    - name: "CLICKHOUSE_USER"
-      value: "default"
-    - name: "CLICKHOUSE_PASSWORD"
-      value: "changeme"
-    # S3 / MinIO
-    - name: "LANGFUSE_S3_EVENT_UPLOAD_ENABLED"
-      value: "true"
-    - name: "LANGFUSE_S3_EVENT_UPLOAD_BUCKET"
-      value: "langfuse"
-    - name: "LANGFUSE_S3_EVENT_UPLOAD_REGION"
-      value: "auto"
-    - name: "LANGFUSE_S3_EVENT_UPLOAD_ACCESS_KEY_ID"
-      value: "admin"
-    - name: "LANGFUSE_S3_EVENT_UPLOAD_SECRET_ACCESS_KEY"
-      value: "adminpassword"
-    - name: "LANGFUSE_S3_EVENT_UPLOAD_ENDPOINT"
-      value: "http://rag-minio:9000"
-    - name: "LANGFUSE_S3_EVENT_UPLOAD_FORCE_PATH_STYLE"
-      value: "true"
+
+    # Additional init containers
     extraInitContainers:
     - name: wait-for-postgres
       image: busybox
@@ -520,6 +513,61 @@ langfuse:
       # Define a reasonable timeout in case PostgreSQL fails to come up
       timeoutSeconds: 300
 
+  # PostgreSQL Configuration (use external PostgreSQL)
+  postgresql:
+    deploy: true
+    host: "rag-postgresql"
+    port: 5432
+    auth:
+      username: postgres
+      password: postgres
+      database: langfuse
+
+  # Redis Configuration (external KeyDB)
+  redis:
+    deploy: false
+    host: "rag-keydb"
+    port: 6379
+    auth:
+      username: "default"
+      password: ""
+
+  # ClickHouse Configuration (external ClickHouse)
+  clickhouse:
+    deploy: true
+    host: "rag-clickhouse"
+    httpPort: 8123
+    nativePort: 9000
+    auth:
+      username: "default"
+      password: "changeme"
+    migration:
+      url: "clickhouse://rag-clickhouse:9000"
+      ssl: false
+      autoMigrate: true
+
+  # S3/MinIO Configuration (external MinIO)
+  s3:
+    deploy: false
+    bucket: "langfuse"
+    region: "auto"
+    endpoint: "http://rag-minio:9000"
+    forcePathStyle: true
+    accessKeyId:
+      value: "admin"
+    secretAccessKey:
+      value: "adminpassword"
+    eventUpload:
+      enabled: true
+      bucket: "langfuse"
+      region: "auto"
+      endpoint: "http://rag-minio:9000"
+      forcePathStyle: true
+      accessKeyId:
+        value: "admin"
+      secretAccessKey:
+        value: "adminpassword"
+
 minio:
   auth:
     ## @param auth.rootUser MinIO&reg; root username

From fcc3ad7f924e4d1e2962386515d83288148e9344 Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Tue, 5 Aug 2025 15:07:46 +0200
Subject: [PATCH 08/17] Update dependencies and refactor tracing mechanism

- Updated langfuse dependency version from 0.13.1 to 1.3.4 in Chart.yaml and Chart.lock.
- Added keydb dependency in Chart.yaml with version 0.48.0.
- Enhanced langfuse configuration in values.yaml with resource limits and requests.
- Refactored the tracing mechanism by replacing LangfuseTracedGraph with LangfuseTracedRunnable across various modules.
- Introduced AsyncRunnable as a base class for asynchronous chains, replacing AsyncChain.
- Updated the LangchainSummarizer to handle rate limits with retries.
- Improved error handling and logging in LangfuseRagasEvaluator.
- Added new files for async_runnable and traced_runnable implementations.
- Updated chat endpoint to utilize the new traced runnable structure.
---
 infrastructure/rag/Chart.lock                 |   6 +-
 infrastructure/rag/Chart.yaml                 |   3 +-
 infrastructure/rag/values.yaml                |  26 ++++-
 libs/README.md                                |  23 ++--
 .../src/admin_api_lib/dependency_container.py |  16 +--
 .../impl/summarizer/langchain_summarizer.py   |   7 +-
 .../information_enhancer.py                   |   4 +-
 .../admin_api_lib/summarizer/summarizer.py    |   4 +-
 .../impl/extractors/confluence_extractor.py   |   3 +
 .../src/rag_core_api/dependency_container.py  |   4 +-
 .../src/rag_core_api/graph/graph_base.py      |   4 +-
 .../answer_generation_chain.py                |   4 +-
 .../rephrasing_chain.py                       |   4 +-
 .../impl/api_endpoints/default_chat.py        |   4 +-
 .../evaluator/langfuse_ragas_evaluator.py     | 110 ++++++++----------
 ...d_chain.py => langfuse_traced_runnable.py} |   4 +-
 .../{chains => runnables}/__init__.py         |   0
 .../async_runnable.py}                        |   2 +-
 .../{traced_chain.py => traced_runnable.py}   |  13 ++-
 services/frontend/.dockerignore               |   1 +
 services/rag-backend/chat_endpoint.py         |   4 +-
 21 files changed, 132 insertions(+), 114 deletions(-)
 rename libs/rag-core-lib/src/rag_core_lib/impl/tracers/{langfuse_traced_chain.py => langfuse_traced_runnable.py} (93%)
 rename libs/rag-core-lib/src/rag_core_lib/{chains => runnables}/__init__.py (100%)
 rename libs/rag-core-lib/src/rag_core_lib/{chains/async_chain.py => runnables/async_runnable.py} (97%)
 rename libs/rag-core-lib/src/rag_core_lib/tracers/{traced_chain.py => traced_runnable.py} (82%)
 create mode 100644 services/frontend/.dockerignore

diff --git a/infrastructure/rag/Chart.lock b/infrastructure/rag/Chart.lock
index 5727ecc6..0ea3ffc3 100644
--- a/infrastructure/rag/Chart.lock
+++ b/infrastructure/rag/Chart.lock
@@ -1,7 +1,7 @@
 dependencies:
 - name: langfuse
   repository: https://langfuse.github.io/langfuse-k8s
-  version: 0.13.1
+  version: 1.3.4
 - name: qdrant
   repository: https://qdrant.github.io/qdrant-helm
   version: 1.15.0
@@ -14,5 +14,5 @@ dependencies:
 - name: ollama
   repository: https://otwld.github.io/ollama-helm/
   version: 1.24.0
-digest: sha256:5d274ff927bf767fd41057275293a1751fd0f7834d7499d2b3345eb0f433335b
-generated: "2025-07-31T08:32:30.614652929Z"
+digest: sha256:30cc964388864bd738eb0668367576dbad45eb9d6a885cdc48ef7c07c9692aa0
+generated: "2025-08-04T09:23:39.885193+02:00"
diff --git a/infrastructure/rag/Chart.yaml b/infrastructure/rag/Chart.yaml
index 47ae8127..7e31093c 100644
--- a/infrastructure/rag/Chart.yaml
+++ b/infrastructure/rag/Chart.yaml
@@ -10,7 +10,7 @@ appVersion: "1.0.0"
 dependencies:
 - name: langfuse
   repository: https://langfuse.github.io/langfuse-k8s
-  version: "0.13.1"
+  version: "1.3.4"
   condition: features.langfuse.enabled
 - name: qdrant
   version: 1.15.0
@@ -21,6 +21,7 @@ dependencies:
   version: "15.0.7"
   condition: features.minio.enabled
 - name: keydb
+  alias: keydb
   repository: https://enapter.github.io/charts/
   version: "0.48.0"
   condition: features.keydb.enabled
diff --git a/infrastructure/rag/values.yaml b/infrastructure/rag/values.yaml
index fb39a7b5..ad8a197e 100644
--- a/infrastructure/rag/values.yaml
+++ b/infrastructure/rag/values.yaml
@@ -474,6 +474,7 @@ langfuse:
         repository: langfuse/langfuse-worker
         tag: "3.88.1"
         pullPolicy: Always
+      port: 3030
 
     # NextAuth configuration
     nextauth:
@@ -545,6 +546,22 @@ langfuse:
       url: "clickhouse://rag-clickhouse:9000"
       ssl: false
       autoMigrate: true
+    resources:
+      limits:
+        cpu: "2"
+        memory: "8Gi"
+      requests:
+        cpu: "2"
+        memory: "4Gi"
+
+    zookeeper:
+      resources:
+        limits:
+          cpu: "2"
+          memory: "2Gi"
+        requests:
+          cpu: "1"
+          memory: "1Gi"
 
   # S3/MinIO Configuration (external MinIO)
   s3:
@@ -585,10 +602,6 @@ minio:
     enabled: false
   mode: standalone
 
-
-
-
-
 ollama:
   image:
     tag: 0.5.1
@@ -604,3 +617,8 @@ ollama:
 qdrant:
   image:
     tag: v1.14.1
+
+keydb:
+  multiMaster: "no"
+  activeReplicas: "no"
+  nodes: 1
diff --git a/libs/README.md b/libs/README.md
index fa430334..bbd6dad5 100644
--- a/libs/README.md
+++ b/libs/README.md
@@ -151,11 +151,11 @@ The extracted information will be summarized using LLM. The summary, as well as
 
 | Name | Type | Default | Notes |
 |----------|---------|--------------|--------------|
-| file_service | [`admin_api_lib.file_services.file_service.FileService`](./admin-api-lib/src/admin_api_lib/file_services/file_service.py) | [`admin_api_lib.impl.file_services.s3_service.S3Service`](./admin_api_lib/src/admin_api_lib/impl/file_services/s3_service.py) | Handles operations on the connected storage. |
+| file_service | [`admin_api_lib.file_services.file_service.FileService`](./admin-api-lib/src/admin_api_lib/file_services/file_service.py) | [`admin_api_lib.impl.file_services.s3_service.S3Service`](./admin-api-lib/src/admin_api_lib/impl/file_services/s3_service.py) | Handles operations on the connected storage. |
 | large_language_model | `langchain_core.language_models.llms.BaseLLM` | `langchain_community.llms.vllm.VLLMOpenAI` or `langchain_community.llms.Ollama` | The LLm that is used for all LLM tasks. The default depends on the value of `rag_core_lib.impl.settings.rag_class_types_settings.RAGClassTypeSettings.llm_type` |
 | key_value_store | [`admin_api_lib.impl.key_db.file_status_key_value_store.FileStatusKeyValueStore`](./admin-api-lib/src/admin_api_lib/impl/key_db/file_status_key_value_store.py) | [`admin_api_lib.impl.key_db.file_status_key_value_store.FileStatusKeyValueStore`](./admin-api-lib/src/admin_api_lib/impl/key_db/file_status_key_value_store.py) | Is used for storing the available sources and their current state. |
-| chunker |  [`admin_api_lib.impl.chunker.chunker.Chunker`](./admin-api-lib/src/admin_api_lib/impl/chunker/chunker.py) | [`admin_api_lib.impl.chunker.text_chunker.TextChunker`](./admin-api-lib/src/admin_api_lib/impl/chunker/text_chunker.py) | Used for splitting the documents in managable chunks. |
-| document_extractor | [`admin_api_lib.extractor_api_client.openapi_client.api.extractor_api.ExtractorApi`](./admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/api/extractor_api.py) | [`admin_api_lib.extractor_api_client.openapi_client.api.extractor_api.ExtractorApi`](./admin-api-lib/src/admin_api_lib.extractor_api_client/openapi_client/api/extractor_api.py) | Needs to be replaced if adjustments to the `extractor-api` is made. |
+| chunker |  [`admin_api_lib.chunker.chunker.Chunker`](./admin-api-lib/src/admin_api_lib/chunker/chunker.py) | [`admin_api_lib.impl.chunker.text_chunker.TextChunker`](./admin-api-lib/src/admin_api_lib/impl/chunker/text_chunker.py) | Used for splitting the documents in managable chunks. |
+| document_extractor | [`admin_api_lib.extractor_api_client.openapi_client.api.extractor_api.ExtractorApi`](./admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/api/extractor_api.py) | [`admin_api_lib.extractor_api_client.openapi_client.api.extractor_api.ExtractorApi`](./admin-api-lib/src/admin_api_lib/extractor_api_client/openapi_client/api/extractor_api.py) | Needs to be replaced if adjustments to the `extractor-api` is made. |
 | rag_api | [`admin_api_lib.rag_backend_client.openapi_client.api.rag_api.RagApi`](./admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/api/rag_api.py) | [`admin_api_lib.rag_backend_client.openapi_client.api.rag_api.RagApi`](./admin-api-lib/src/admin_api_lib/rag_backend_client/openapi_client/api/rag_api.py) | Needs to be replaced if changes to the `/information_pieces/remove` or `/information_pieces/upload` of the [`rag-core-api`](#rag-core-api) are made. |
 | summarizer_prompt | `str` | [`admin_api_lib.prompt_templates.summarize_prompt.SUMMARIZE_PROMPT`](./admin-api-lib/src/admin_api_lib/prompt_templates/summarize_prompt.py) | The prompt used of the summarization. |
 | langfuse_manager | [`rag_core_lib.impl.langfuse_manager.langfuse_manager.LangfuseManager`](./rag-core-lib/src/rag_core_lib/impl/langfuse_manager/langfuse_manager.py) | [`rag_core_lib.impl.langfuse_manager.langfuse_manager.LangfuseManager`](./rag-core-lib/src/rag_core_lib/impl/langfuse_manager/langfuse_manager.py) | Retrieves additional settings, as well as the prompt from langfuse if available. |
@@ -225,16 +225,15 @@ Technically, all parameters of the `SitemapLoader` from LangChain can be provide
 
 | Name | Type | Default | Notes |
 |----------|---------|--------------|--------------|
-| file_service | [`extractor_api_lib.file_services.file_service.FileService`](./extractor-api-lib/src/extractor_api_lib/file_services/file_service.py) | [`extractor_api_lib.file_services.s3_service.S3Service`](./extractor-api-lib/src/extractor_api_lib/file_services/s3_service.py) | Handles operations on the connected storage. |
-| database_converter | [`extractor_api_lib.document_parser.table_converters.dataframe_converter.DataframeConverter`](./extractor-api-lib/src/extractor_api_lib/document_parser/table_converters/dataframe_converter.py) | [`extractor_api_lib.document_parser.table_converters.dataframe2markdown.DataFrame2Markdown`](./extractor-api-lib/src/extractor_api_lib/document_parser/table_converters/dataframe2markdown.py) | Converts the extracted table from *pandas.DataFrame* to markdown. If you want the table to have another format, this would need to be adjusted. |
-| pdf_extractor | [`extractor_api_lib.document_parser.information_extractor.InformationExtractor`](./extractor-api-lib/src/extractor_api_lib/document_parser/information_extractor.py) |[`extractor_api_lib.document_parser.pdf_extractor.PDFExtractor`](./extractor-api-lib/src/extractor_api_lib/document_parser/pdf_extractor.py) | Extractor used for extracting information from PDF documents. |
-| ms_docs_extractor |  [`extractor_api_lib.document_parser.information_extractor.InformationExtractor`](./extractor-api-lib/src/extractor_api_lib/document_parser/information_extractor.py) |[`extractor_api_lib.document_parser.ms_docs_extractor.MSDocsExtractor`](./extractor-api-lib/src/extractor_api_lib/document_parser/ms_docs_extractor.py) | Extractor used for extracting information from Microsoft Documents like *.docx, etc. |
-| xml_extractor |  [`extractor_api_lib.document_parser.information_extractor.InformationExtractor`](./extractor-api-lib/src/extractor_api_lib/document_parser/information_extractor.py) | [`extractor_api_lib.document_parser.xml_extractor.XMLExtractor`](./extractor-api-lib/src/extractor_api_lib/document_parser/xml_extractor.py) | Extractor used for extracting content from XML documents. |
-| all_extractors | `dependency_injector.providers.List[extractor_api_lib.document_parser.information_extractor.InformationExtractor]` | `dependency_injector.providers.List(pdf_extractor, ms_docs_extractor, xml_extractor)` | List of all available extractors. If you add a new type of extractor you would have to add it to this list. |
-| general_extractor | [`extractor_api_lib.document_parser.information_extractor.InformationExtractor`](./extractor-api-lib/src/extractor_api_lib/document_parser/information_extractor.py) |[`extractor_api_lib.document_parser.general_extractor.GeneralExtractor`](./extractor-api-lib/src/extractor_api_lib/document_parser/general_extractor.py) | Combines multiple extractors and decides which one to use for the given file format. |
-| file_extractor | [`extractor_api_lib.api_endpoints.file_extractor.FileExtractor`](./extractor-api-lib/src/extractor_api_lib/api_endpoints/file_extractor.py) | [`extractor_api_lib.impl.api_endpoints.default_file_extractor.DefaultFileExtractor`](./extractor-api-lib/src/extractor_api_lib/impl/api_endpoints/default_file_extractor.py) | Implementation of the `/extract_from_file` endpoint. Uses *general_extractor*. |
+| file_service | [`extractor_api_lib.file_services.file_service.FileService`](./extractor-api-lib/src/extractor_api_lib/file_services/file_service.py) | [`extractor_api_lib.impl.file_services.s3_service.S3Service`](./extractor-api-lib/src/extractor_api_lib/impl/file_services/s3_service.py) | Handles operations on the connected storage. |
+| database_converter | [`extractor_api_lib.table_converter.dataframe_converter.DataframeConverter`](./extractor-api-lib/src/extractor_api_lib/table_converter/dataframe_converter.py) | [`extractor_api_lib.impl.table_converter.dataframe2markdown.DataFrame2Markdown`](./extractor-api-lib/src/extractor_api_lib/impl/table_converter/dataframe2markdown.py) | Converts the extracted table from *pandas.DataFrame* to markdown. If you want the table to have another format, this would need to be adjusted. |
+| pdf_extractor | [`extractor_api_lib.extractors.information_file_extractor.InformationFileExtractor`](./extractor-api-lib/src/extractor_api_lib/extractors/information_file_extractor.py) |[`extractor_api_lib.impl.extractors.file_extractors.pdf_extractor.PDFExtractor`](./extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/pdf_extractor.py) | Extractor used for extracting information from PDF documents. |
+| ms_docs_extractor |  [`extractor_api_lib.extractors.information_file_extractor.InformationFileExtractor`](./extractor-api-lib/src/extractor_api_lib/extractors/information_file_extractor.py) |[`extractor_api_lib.extractors.file_extractors.ms_docs_extractor.MSDocsExtractor`](./extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/ms_docs_extractor.py) | Extractor used for extracting information from Microsoft Documents like *.docx, etc. |
+| xml_extractor |  [`extractor_api_lib.extractors.information_file_extractor.InformationFileExtractor`](./extractor-api-lib/src/extractor_api_lib/extractors/information_file_extractor.py) | [`extractor_api_lib.extractors.file_extractors.xml_extractor.XMLExtractor`](./extractor-api-lib/src/extractor_api_lib/impl/extractors/file_extractors/xml_extractor.py) | Extractor used for extracting content from XML documents. |
+| all_extractors | `dependency_injector.providers.List[extractor_api_lib.extractors.information_file_extractor.InformationFileExtractor]` | `dependency_injector.providers.List(pdf_extractor, ms_docs_extractor, xml_extractor)` | List of all available extractors. If you add a new type of extractor you would have to add it to this list. |
+| general_file_extractor | [`extractor_api_lib.api_endpoints.file_extractor.FileExtractor`](./extractor-api-lib/src/extractor_api_lib/api_endpoints/file_extractor.py) |[`extractor_api_lib.impl.api_endpoints.general_file_extractor.GeneralFileExtractor`](./extractor-api-lib/src/extractor_api_lib/impl/api_endpoints/general_file_extractor.py) | Combines multiple file extractors and decides which one to use for the given file format. |
 | general_source_extractor | [`extractor_api_lib.api_endpoints.source_extractor.SourceExtractor`](./extractor-api-lib/src/extractor_api_lib/api_endpoints/source_extractor.py) | [`extractor_api_lib.impl.api_endpoints.general_source_extractor.GeneralSourceExtractor`](./extractor-api-lib/src/extractor_api_lib/impl/api_endpoints/general_source_extractor.py) | Implementation of the `/extract_from_source` endpoint.  Will decide the correct extractor for the source. |
-| confluence_extractor | [`extractor_api_lib.extractors.information_extractor.InformationExtractor`](./extractor-api-lib/src/extractor_api_lib/extractors/information_extractor.py) | [`extractor_api_lib.impl.extractors.confluence_extractor.ConfluenceExtractor`](./extractor-api-lib/src/extractor_api_lib/extractors/confluence_extractor.py) | Implementation of an esxtractor for the source `confluence`. |
+| confluence_extractor | [`extractor_api_lib.extractors.information_extractor.InformationExtractor`](./extractor-api-lib/src/extractor_api_lib/extractors/information_extractor.py) | [`extractor_api_lib.impl.extractors.confluence_extractor.ConfluenceExtractor`](./extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py) | Implementation of an extractor for the source `confluence`. |
 | sitemap_extractor | [`extractor_api_lib.extractors.information_extractor.InformationExtractor`](./extractor-api-lib/src/extractor_api_lib/extractors/information_extractor.py) | [`extractor_api_lib.impl.extractors.sitemap_extractor.SitemapExtractor`](./extractor-api-lib/src/extractor_api_lib/impl/extractors/sitemap_extractor.py) | Implementation of an extractor for the source `sitemap`. Supports XML sitemap crawling with configurable parameters including URL filtering, custom headers, and crawling depth. Uses LangChain's SitemapLoader with support for custom parsing and meta functions via dependency injection. |
 | sitemap_parsing_function | `dependency_injector.providers.Factory[Callable]` | [`extractor_api_lib.impl.utils.sitemap_extractor_utils.custom_sitemap_parser_function`](./extractor-api-lib/src/extractor_api_lib/impl/utils/sitemap_extractor_utils.py) | Custom parsing function for sitemap content extraction. Used by the sitemap extractor to parse HTML content from web pages. Can be replaced to customize how web page content is processed and extracted. |
 | sitemap_meta_function | `dependency_injector.providers.Factory[Callable]` | [`extractor_api_lib.impl.utils.sitemap_extractor_utils.custom_sitemap_meta_function`](./extractor-api-lib/src/extractor_api_lib/impl/utils/sitemap_extractor_utils.py) | Custom meta function for sitemap content processing. Used by the sitemap extractor to extract metadata from web pages. Can be replaced to customize how metadata is extracted and structured from web content. |
diff --git a/libs/admin-api-lib/src/admin_api_lib/dependency_container.py b/libs/admin-api-lib/src/admin_api_lib/dependency_container.py
index feee4cd8..6e1d2042 100644
--- a/libs/admin-api-lib/src/admin_api_lib/dependency_container.py
+++ b/libs/admin-api-lib/src/admin_api_lib/dependency_container.py
@@ -65,7 +65,7 @@
 from rag_core_lib.impl.settings.ollama_llm_settings import OllamaSettings
 from rag_core_lib.impl.settings.rag_class_types_settings import RAGClassTypeSettings
 from rag_core_lib.impl.settings.stackit_vllm_settings import StackitVllmSettings
-from rag_core_lib.impl.tracers.langfuse_traced_chain import LangfuseTracedGraph
+from rag_core_lib.impl.tracers.langfuse_traced_runnable import LangfuseTracedRunnable
 from rag_core_lib.impl.utils.async_threadsafe_semaphore import AsyncThreadsafeSemaphore
 
 
@@ -138,19 +138,19 @@ class DependencyContainer(DeclarativeContainer):
         chunker=summary_text_splitter,
         semaphore=Singleton(AsyncThreadsafeSemaphore, summarizer_settings.maximum_concurrreny),
     )
+    traced_summarizer = Singleton(
+        LangfuseTracedRunnable,
+        inner_chain=summarizer,
+        settings=langfuse_settings,
+    )
 
     summary_enhancer = List(
-        Singleton(PageSummaryEnhancer, summarizer, chunker_settings),
+        Singleton(PageSummaryEnhancer, traced_summarizer, chunker_settings),
     )
-    untraced_information_enhancer = Singleton(
+    information_enhancer = Singleton(
         GeneralEnhancer,
         summary_enhancer,
     )
-    information_enhancer = Singleton(
-        LangfuseTracedGraph,
-        inner_chain=untraced_information_enhancer,
-        settings=langfuse_settings,
-    )
 
     document_deleter = Singleton(
         DefaultDocumentDeleter, rag_api=rag_api, file_service=file_service, key_value_store=key_value_store
diff --git a/libs/admin-api-lib/src/admin_api_lib/impl/summarizer/langchain_summarizer.py b/libs/admin-api-lib/src/admin_api_lib/impl/summarizer/langchain_summarizer.py
index 1d5b5d09..102afff1 100644
--- a/libs/admin-api-lib/src/admin_api_lib/impl/summarizer/langchain_summarizer.py
+++ b/libs/admin-api-lib/src/admin_api_lib/impl/summarizer/langchain_summarizer.py
@@ -1,5 +1,6 @@
 """Module for the LangchainSummarizer class."""
 
+import asyncio
 import logging
 import traceback
 from typing import Optional
@@ -26,6 +27,7 @@ class LangchainSummarizer(Summarizer):
     RecursiveCharacterTextSplitter, and AsyncThreadsafeSemaphore. It handles chunking of the input
     document and retries the summarization process if an error occurs.
     """
+    RETRY_WAIT_TIME = 10
 
     def __init__(
         self,
@@ -84,7 +86,10 @@ async def ainvoke(self, query: SummarizerInput, config: Optional[RunnableConfig]
                 except Exception as e:
                     logger.error("Error in summarizing langchain doc: %s %s", e, traceback.format_exc())
                     config["tries_remaining"] = tries_remaining - 1
-                    result = await self._create_chain().ainvoke({"text": langchain_document.page_content}, config)
+                    if "rate limit" in str(e).lower() or "ratelimit" in str(e).lower():
+                        logger.warning("Rate limit encountered, waiting %d seconds before retry...", self.RETRY_WAIT_TIME)
+                        await asyncio.sleep(self.RETRY_WAIT_TIME)
+                    result = await self.ainvoke(query, config)
                     # Extract content from AIMessage if it's not already a string
                     content = result.content if hasattr(result, "content") else str(result)
                     outputs.append(content)
diff --git a/libs/admin-api-lib/src/admin_api_lib/information_enhancer/information_enhancer.py b/libs/admin-api-lib/src/admin_api_lib/information_enhancer/information_enhancer.py
index ab1a251c..59714c8a 100644
--- a/libs/admin-api-lib/src/admin_api_lib/information_enhancer/information_enhancer.py
+++ b/libs/admin-api-lib/src/admin_api_lib/information_enhancer/information_enhancer.py
@@ -6,13 +6,13 @@
 from langchain_core.documents import Document
 from langchain_core.runnables import RunnableConfig
 
-from rag_core_lib.chains.async_chain import AsyncChain
+from rag_core_lib.runnables.async_runnable import AsyncRunnable
 
 RetrieverInput = list[Document]
 RetrieverOutput = list[Document]
 
 
-class InformationEnhancer(AsyncChain[RetrieverInput, RetrieverOutput], ABC):
+class InformationEnhancer(AsyncRunnable[RetrieverInput, RetrieverOutput], ABC):
     """The base class for an information enhancer."""
 
     @abstractmethod
diff --git a/libs/admin-api-lib/src/admin_api_lib/summarizer/summarizer.py b/libs/admin-api-lib/src/admin_api_lib/summarizer/summarizer.py
index 0a25c042..dfeb8434 100644
--- a/libs/admin-api-lib/src/admin_api_lib/summarizer/summarizer.py
+++ b/libs/admin-api-lib/src/admin_api_lib/summarizer/summarizer.py
@@ -5,13 +5,13 @@
 
 from langchain_core.runnables import RunnableConfig
 
-from rag_core_lib.chains.async_chain import AsyncChain
+from rag_core_lib.runnables.async_runnable import AsyncRunnable
 
 SummarizerInput = str
 SummarizerOutput = str
 
 
-class Summarizer(AsyncChain[SummarizerInput, SummarizerOutput], ABC):
+class Summarizer(AsyncRunnable[SummarizerInput, SummarizerOutput], ABC):
     """Baseclass for summarizers."""
 
     @abstractmethod
diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py
index 8694aa16..b836f56a 100644
--- a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py
+++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py
@@ -54,6 +54,9 @@ async def aextract_content(
         confluence_loader_parameters = {
             x.key: int(x.value) if x.value.isdigit() else x.value for x in extraction_parameters.kwargs
         }
+        if not confluence_loader_parameters.get("max_pages", None) or confluence_loader_parameters.get("max_pages") == "undefined":
+            confluence_loader_parameters.pop("max_pages")
+
         # Drop the document_name parameter as it is not used by the ConfluenceLoader
         if "document_name" in confluence_loader_parameters:
             confluence_loader_parameters.pop("document_name", None)
diff --git a/libs/rag-core-api/src/rag_core_api/dependency_container.py b/libs/rag-core-api/src/rag_core_api/dependency_container.py
index 22fa36b9..57cff6e3 100644
--- a/libs/rag-core-api/src/rag_core_api/dependency_container.py
+++ b/libs/rag-core-api/src/rag_core_api/dependency_container.py
@@ -64,7 +64,7 @@
 from rag_core_lib.impl.settings.ollama_llm_settings import OllamaSettings
 from rag_core_lib.impl.settings.rag_class_types_settings import RAGClassTypeSettings
 from rag_core_lib.impl.settings.stackit_vllm_settings import StackitVllmSettings
-from rag_core_lib.impl.tracers.langfuse_traced_chain import LangfuseTracedGraph
+from rag_core_lib.impl.tracers.langfuse_traced_runnable import LangfuseTracedRunnable
 from rag_core_lib.impl.utils.async_threadsafe_semaphore import AsyncThreadsafeSemaphore
 
 
@@ -218,7 +218,7 @@ class DependencyContainer(DeclarativeContainer):
 
     # wrap graph in tracer
     traced_chat_graph = Singleton(
-        LangfuseTracedGraph,
+        LangfuseTracedRunnable,
         inner_chain=chat_graph,
         settings=langfuse_settings,
     )
diff --git a/libs/rag-core-api/src/rag_core_api/graph/graph_base.py b/libs/rag-core-api/src/rag_core_api/graph/graph_base.py
index 238cd3d1..19b86914 100644
--- a/libs/rag-core-api/src/rag_core_api/graph/graph_base.py
+++ b/libs/rag-core-api/src/rag_core_api/graph/graph_base.py
@@ -7,10 +7,10 @@
 from langchain_core.runnables.utils import Input, Output
 from langgraph.graph import StateGraph
 
-from rag_core_lib.chains.async_chain import AsyncChain
+from rag_core_lib.runnables.async_runnable import AsyncRunnable
 
 
-class GraphBase(AsyncChain[Input, Output], ABC):
+class GraphBase(AsyncRunnable[Input, Output], ABC):
     """
     Base class for a langgraph graph.
 
diff --git a/libs/rag-core-api/src/rag_core_api/impl/answer_generation_chains/answer_generation_chain.py b/libs/rag-core-api/src/rag_core_api/impl/answer_generation_chains/answer_generation_chain.py
index b63cce0e..9bd43383 100644
--- a/libs/rag-core-api/src/rag_core_api/impl/answer_generation_chains/answer_generation_chain.py
+++ b/libs/rag-core-api/src/rag_core_api/impl/answer_generation_chains/answer_generation_chain.py
@@ -7,14 +7,14 @@
 from langchain_core.output_parsers import StrOutputParser
 
 from rag_core_api.impl.graph.graph_state.graph_state import AnswerGraphState
-from rag_core_lib.chains.async_chain import AsyncChain
+from rag_core_lib.runnables.async_runnable import AsyncRunnable
 from rag_core_lib.impl.langfuse_manager.langfuse_manager import LangfuseManager
 
 RunnableInput = AnswerGraphState
 RunnableOutput = str
 
 
-class AnswerGenerationChain(AsyncChain[RunnableInput, RunnableOutput]):
+class AnswerGenerationChain(AsyncRunnable[RunnableInput, RunnableOutput]):
     """Base class for LLM answer generation chain."""
 
     def __init__(self, langfuse_manager: LangfuseManager):
diff --git a/libs/rag-core-api/src/rag_core_api/impl/answer_generation_chains/rephrasing_chain.py b/libs/rag-core-api/src/rag_core_api/impl/answer_generation_chains/rephrasing_chain.py
index 69d84c9c..3f62fe78 100644
--- a/libs/rag-core-api/src/rag_core_api/impl/answer_generation_chains/rephrasing_chain.py
+++ b/libs/rag-core-api/src/rag_core_api/impl/answer_generation_chains/rephrasing_chain.py
@@ -6,14 +6,14 @@
 from langchain_core.runnables import Runnable, RunnableConfig
 
 from rag_core_api.impl.graph.graph_state.graph_state import AnswerGraphState
-from rag_core_lib.chains.async_chain import AsyncChain
+from rag_core_lib.runnables.async_runnable import AsyncRunnable
 from rag_core_lib.impl.langfuse_manager.langfuse_manager import LangfuseManager
 
 RunnableInput = AnswerGraphState
 RunnableOutput = str
 
 
-class RephrasingChain(AsyncChain[RunnableInput, RunnableOutput]):
+class RephrasingChain(AsyncRunnable[RunnableInput, RunnableOutput]):
     """Base class for rephrasing of the input question."""
 
     def __init__(self, langfuse_manager: LangfuseManager):
diff --git a/libs/rag-core-api/src/rag_core_api/impl/api_endpoints/default_chat.py b/libs/rag-core-api/src/rag_core_api/impl/api_endpoints/default_chat.py
index 68df3b9c..535de232 100644
--- a/libs/rag-core-api/src/rag_core_api/impl/api_endpoints/default_chat.py
+++ b/libs/rag-core-api/src/rag_core_api/impl/api_endpoints/default_chat.py
@@ -5,13 +5,13 @@
 from rag_core_api.api_endpoints.chat import Chat
 from rag_core_api.models.chat_request import ChatRequest
 from rag_core_api.models.chat_response import ChatResponse
-from rag_core_lib.tracers.traced_chain import TracedGraph
+from rag_core_lib.tracers.traced_runnable import TracedRunnable
 
 
 class DefaultChat(Chat):
     """DefaultChat is a class that handles chat interactions using a traced graph."""
 
-    def __init__(self, chat_graph: TracedGraph):
+    def __init__(self, chat_graph: TracedRunnable):
         """
         Initialize the DefaultChat instance.
 
diff --git a/libs/rag-core-api/src/rag_core_api/impl/evaluator/langfuse_ragas_evaluator.py b/libs/rag-core-api/src/rag_core_api/impl/evaluator/langfuse_ragas_evaluator.py
index d933fdd5..00153b7e 100644
--- a/libs/rag-core-api/src/rag_core_api/impl/evaluator/langfuse_ragas_evaluator.py
+++ b/libs/rag-core-api/src/rag_core_api/impl/evaluator/langfuse_ragas_evaluator.py
@@ -7,14 +7,12 @@
 from asyncio import gather
 from datetime import datetime
 from json import JSONDecodeError
-from time import sleep
 from uuid import uuid4
 
 import ragas
 from datasets import Dataset
 from langchain_core.runnables import RunnableConfig
 from langfuse import Langfuse
-from langfuse.api.core.api_error import ApiError
 from langfuse.api.resources.commons.errors.not_found_error import NotFoundError
 from langfuse._client.datasets import DatasetClient
 from ragas.llms import LangchainLLMWrapper
@@ -164,67 +162,57 @@ async def _aevaluate_question(self, item, experiment_name: str, generation_time:
         async with self._semaphore:
             chat_request = ChatRequest(message=item.input)
 
-            try:
-                response = await self._chat_endpoint.achat(config["metadata"]["session_id"], chat_request)
-            except Exception as e:
-                logger.info("Error while answering question %s: %s", item.input, e)
-                response = None
-
-            if response and response.citations:
-                output = {"answer": response.answer, "documents": [x.page_content for x in response.citations]}
-            else:
-                output = {"answer": None, "documents": None}
-
-            langfuse_generation = self._langfuse.generation(
-                name=self._settings.evaluation_dataset_name,
-                input=item.input,
-                output=output,
-                start_time=generation_time,
-                end_time=datetime.now(),
-            )
-            self._link_item2generation(item, langfuse_generation, experiment_name)
 
-            if not (response and response.citations):
-                for metric in self.METRICS:
-                    langfuse_generation.score(
-                        name=metric.name,
-                        value=self.DEFAULT_SCORE_VALUE,
+            # Use item.run context manager for trace
+            with item.run(
+                run_name=experiment_name,
+                run_metadata={"model": self._settings.model},
+                run_description=f"Evaluation run for {experiment_name}"
+            ) as root_span:
+                # Use langfuse.start_as_current_generation for generation
+                try:
+                    response = await self._chat_endpoint.achat(config["metadata"]["session_id"], chat_request)
+                except Exception as e:
+                    logger.info("Error while answering question %s: %s", item.input, e)
+                    response = None
+                output = {"answer": response.answer if response else None,
+                    "documents": [x.page_content for x in response.citations] if response and response.citations else None}
+                with self._langfuse.start_as_current_generation(
+                    name="rag-eval-llm-call",
+                    input={"question": item.input, "context": output["documents"]},
+                    metadata={"item_id": item.id, "run": experiment_name},
+                    model=self._settings.model
+                ) as generation:
+
+                    generation.update(output=output["answer"])
+                    generation.update_trace(
+                        input={"question": item.input, "context": output["documents"]},
+                        metadata={"item_id": item.id, "run": experiment_name},
+                        output=output["answer"]
                     )
-                return
-
-            eval_data = Dataset.from_dict(
-                {
-                    "question": [item.input],
-                    "answer": [output["answer"]],
-                    "contexts": [output["documents"]],
-                    "ground_truth": [item.expected_output],
-                }
-            )
 
-            result = ragas.evaluate(
-                eval_data,
-                metrics=self.METRICS,
-                llm=self._llm_wrapped,
-                embeddings=self._embedder,
-            )
-            for metric, score in result.scores[0].items():
-                if math.isnan(score):
-                    score = self.DEFAULT_SCORE_VALUE
-                langfuse_generation.score(
-                    name=metric,
-                    value=score,
-                )
-
-    def _link_item2generation(self, item, generation, experiment_name, retries: int = 0):
-        try:
-            item.link(generation, experiment_name)
-        except ApiError as e:
-            logger.warning("Failed to link item to generation: %s", e)
-            retries += 1
-            if retries > self.MAX_RETRIES:
-                raise e
-            sleep(1)
-            self._link_item2generation(item, generation, experiment_name, retries)
+                # Ragas metrics
+                if response and response.citations:
+                    eval_data = Dataset.from_dict({
+                        "question": [item.input],
+                        "answer": [output["answer"]],
+                        "contexts": [output["documents"]],
+                        "ground_truth": [item.expected_output],
+                    })
+                    result = ragas.evaluate(
+                        eval_data,
+                        metrics=self.METRICS,
+                        llm=self._llm_wrapped,
+                        embeddings=self._embedder,
+                    )
+                    for metric, score in result.scores[0].items():
+                        if math.isnan(score):
+                            score = self.DEFAULT_SCORE_VALUE
+                        root_span.score_trace(name=metric, value=score)
+                else:
+                    for metric in self.METRICS:
+                        root_span.score_trace(name=metric.name, value=self.DEFAULT_SCORE_VALUE)
+
 
     def _get_dataset(self, dataset_name: str) -> DatasetClient:
         dataset = None
@@ -240,7 +228,7 @@ def _get_dataset(self, dataset_name: str) -> DatasetClient:
         return dataset
 
     def _create_dataset(self, dataset_name: str = None):
-        self._langfuse.create_dataset(dataset_name)
+        self._langfuse.create_dataset(name=dataset_name)
 
         data = self._load_dataset_items()
         self._store_items_in_dataset(data, dataset_name)
diff --git a/libs/rag-core-lib/src/rag_core_lib/impl/tracers/langfuse_traced_chain.py b/libs/rag-core-lib/src/rag_core_lib/impl/tracers/langfuse_traced_runnable.py
similarity index 93%
rename from libs/rag-core-lib/src/rag_core_lib/impl/tracers/langfuse_traced_chain.py
rename to libs/rag-core-lib/src/rag_core_lib/impl/tracers/langfuse_traced_runnable.py
index 45e9616b..f0fc6bee 100644
--- a/libs/rag-core-lib/src/rag_core_lib/impl/tracers/langfuse_traced_chain.py
+++ b/libs/rag-core-lib/src/rag_core_lib/impl/tracers/langfuse_traced_runnable.py
@@ -6,10 +6,10 @@
 from langfuse.langchain import CallbackHandler
 
 from rag_core_lib.impl.settings.langfuse_settings import LangfuseSettings
-from rag_core_lib.tracers.traced_chain import TracedGraph
+from rag_core_lib.tracers.traced_runnable import TracedRunnable
 
 
-class LangfuseTracedGraph(TracedGraph):
+class LangfuseTracedRunnable(TracedRunnable):
     """A class to trace the execution of a Runnable using Langfuse.
 
     This class wraps an inner Runnable and adds tracing capabilities using the Langfuse tracer.
diff --git a/libs/rag-core-lib/src/rag_core_lib/chains/__init__.py b/libs/rag-core-lib/src/rag_core_lib/runnables/__init__.py
similarity index 100%
rename from libs/rag-core-lib/src/rag_core_lib/chains/__init__.py
rename to libs/rag-core-lib/src/rag_core_lib/runnables/__init__.py
diff --git a/libs/rag-core-lib/src/rag_core_lib/chains/async_chain.py b/libs/rag-core-lib/src/rag_core_lib/runnables/async_runnable.py
similarity index 97%
rename from libs/rag-core-lib/src/rag_core_lib/chains/async_chain.py
rename to libs/rag-core-lib/src/rag_core_lib/runnables/async_runnable.py
index 0b61dc77..d4f051df 100644
--- a/libs/rag-core-lib/src/rag_core_lib/chains/async_chain.py
+++ b/libs/rag-core-lib/src/rag_core_lib/runnables/async_runnable.py
@@ -7,7 +7,7 @@
 from langchain_core.runnables.utils import Input, Output
 
 
-class AsyncChain(Runnable[Input, Output], ABC):
+class AsyncRunnable(Runnable[Input, Output], ABC):
     """Base class for asynchronous chains."""
 
     @abstractmethod
diff --git a/libs/rag-core-lib/src/rag_core_lib/tracers/traced_chain.py b/libs/rag-core-lib/src/rag_core_lib/tracers/traced_runnable.py
similarity index 82%
rename from libs/rag-core-lib/src/rag_core_lib/tracers/traced_chain.py
rename to libs/rag-core-lib/src/rag_core_lib/tracers/traced_runnable.py
index e94cbe03..a1218abe 100644
--- a/libs/rag-core-lib/src/rag_core_lib/tracers/traced_chain.py
+++ b/libs/rag-core-lib/src/rag_core_lib/tracers/traced_runnable.py
@@ -7,13 +7,13 @@
 from langchain_core.runnables import Runnable, RunnableConfig, ensure_config
 from langfuse import get_client
 
-from rag_core_lib.chains.async_chain import AsyncChain
+from rag_core_lib.runnables.async_runnable import AsyncRunnable
 
 RunnableInput = Any
 RunnableOutput = Any
 
 
-class TracedGraph(AsyncChain[RunnableInput, RunnableOutput], ABC):
+class TracedRunnable(AsyncRunnable[RunnableInput, RunnableOutput], ABC):
     """A class to represent a traced graph in an asynchronous chain.
 
     This class is designed to wrap around an inner Runnable chain and add tracing capabilities to it.
@@ -66,9 +66,12 @@ async def ainvoke(
         config = ensure_config(config)
         session_id = self._get_session_id(config)
         config_with_tracing = self._add_tracing_callback(config)
-        with self.langfuse_client.start_as_current_span(name="traced_runnable") as span:
-            span.update_trace(session_id=session_id)
-            return await self._inner_chain.ainvoke(chain_input, config=config_with_tracing)
+        with self.langfuse_client.start_as_current_span(name=self._inner_chain.__class__.__name__) as span:
+            span.update_trace(session_id=session_id, input=chain_input)
+            output = await self._inner_chain.ainvoke(chain_input, config=config_with_tracing)
+            span.update_trace(output=output)
+            return output
+
 
     @abstractmethod
     def _add_tracing_callback(self, config: Optional[RunnableConfig]) -> RunnableConfig: ...
diff --git a/services/frontend/.dockerignore b/services/frontend/.dockerignore
new file mode 100644
index 00000000..3c3629e6
--- /dev/null
+++ b/services/frontend/.dockerignore
@@ -0,0 +1 @@
+node_modules
diff --git a/services/rag-backend/chat_endpoint.py b/services/rag-backend/chat_endpoint.py
index bff9e3cc..2bab9a90 100644
--- a/services/rag-backend/chat_endpoint.py
+++ b/services/rag-backend/chat_endpoint.py
@@ -4,13 +4,13 @@
 from rag_core_api.api_endpoints.chat import Chat
 from rag_core_api.models.chat_request import ChatRequest
 from rag_core_api.models.chat_response import ChatResponse
-from rag_core_lib.tracers.traced_chain import TracedGraph
+from rag_core_lib.tracers.traced_runnable import TracedRunnable
 
 logger = logging.getLogger(__name__)
 
 
 class UseCaseChat(Chat):
-    def __init__(self, chat_graph: TracedGraph):
+    def __init__(self, chat_graph: TracedRunnable):
         self._chat_graph = chat_graph
 
     async def achat(

From 5da7878b4bee12e1db4651ae752697c7499f8fa1 Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Tue, 5 Aug 2025 15:09:32 +0200
Subject: [PATCH 09/17] refactor: clean up code formatting and improve
 readability in various modules

---
 .../impl/summarizer/langchain_summarizer.py   |  5 +++-
 .../impl/extractors/confluence_extractor.py   |  5 +++-
 .../evaluator/langfuse_ragas_evaluator.py     | 30 +++++++++++--------
 .../rag_core_lib/tracers/traced_runnable.py   |  1 -
 4 files changed, 25 insertions(+), 16 deletions(-)

diff --git a/libs/admin-api-lib/src/admin_api_lib/impl/summarizer/langchain_summarizer.py b/libs/admin-api-lib/src/admin_api_lib/impl/summarizer/langchain_summarizer.py
index 102afff1..49f39dcb 100644
--- a/libs/admin-api-lib/src/admin_api_lib/impl/summarizer/langchain_summarizer.py
+++ b/libs/admin-api-lib/src/admin_api_lib/impl/summarizer/langchain_summarizer.py
@@ -27,6 +27,7 @@ class LangchainSummarizer(Summarizer):
     RecursiveCharacterTextSplitter, and AsyncThreadsafeSemaphore. It handles chunking of the input
     document and retries the summarization process if an error occurs.
     """
+
     RETRY_WAIT_TIME = 10
 
     def __init__(
@@ -87,7 +88,9 @@ async def ainvoke(self, query: SummarizerInput, config: Optional[RunnableConfig]
                     logger.error("Error in summarizing langchain doc: %s %s", e, traceback.format_exc())
                     config["tries_remaining"] = tries_remaining - 1
                     if "rate limit" in str(e).lower() or "ratelimit" in str(e).lower():
-                        logger.warning("Rate limit encountered, waiting %d seconds before retry...", self.RETRY_WAIT_TIME)
+                        logger.warning(
+                            "Rate limit encountered, waiting %d seconds before retry...", self.RETRY_WAIT_TIME
+                        )
                         await asyncio.sleep(self.RETRY_WAIT_TIME)
                     result = await self.ainvoke(query, config)
                     # Extract content from AIMessage if it's not already a string
diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py
index b836f56a..b4b36415 100644
--- a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py
+++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py
@@ -54,7 +54,10 @@ async def aextract_content(
         confluence_loader_parameters = {
             x.key: int(x.value) if x.value.isdigit() else x.value for x in extraction_parameters.kwargs
         }
-        if not confluence_loader_parameters.get("max_pages", None) or confluence_loader_parameters.get("max_pages") == "undefined":
+        if (
+            not confluence_loader_parameters.get("max_pages")
+            or confluence_loader_parameters.get("max_pages") == "undefined"
+        ):
             confluence_loader_parameters.pop("max_pages")
 
         # Drop the document_name parameter as it is not used by the ConfluenceLoader
diff --git a/libs/rag-core-api/src/rag_core_api/impl/evaluator/langfuse_ragas_evaluator.py b/libs/rag-core-api/src/rag_core_api/impl/evaluator/langfuse_ragas_evaluator.py
index 00153b7e..0f674108 100644
--- a/libs/rag-core-api/src/rag_core_api/impl/evaluator/langfuse_ragas_evaluator.py
+++ b/libs/rag-core-api/src/rag_core_api/impl/evaluator/langfuse_ragas_evaluator.py
@@ -162,12 +162,11 @@ async def _aevaluate_question(self, item, experiment_name: str, generation_time:
         async with self._semaphore:
             chat_request = ChatRequest(message=item.input)
 
-
             # Use item.run context manager for trace
             with item.run(
                 run_name=experiment_name,
                 run_metadata={"model": self._settings.model},
-                run_description=f"Evaluation run for {experiment_name}"
+                run_description=f"Evaluation run for {experiment_name}",
             ) as root_span:
                 # Use langfuse.start_as_current_generation for generation
                 try:
@@ -175,30 +174,36 @@ async def _aevaluate_question(self, item, experiment_name: str, generation_time:
                 except Exception as e:
                     logger.info("Error while answering question %s: %s", item.input, e)
                     response = None
-                output = {"answer": response.answer if response else None,
-                    "documents": [x.page_content for x in response.citations] if response and response.citations else None}
+                output = {
+                    "answer": response.answer if response else None,
+                    "documents": (
+                        [x.page_content for x in response.citations] if response and response.citations else None
+                    ),
+                }
                 with self._langfuse.start_as_current_generation(
                     name="rag-eval-llm-call",
                     input={"question": item.input, "context": output["documents"]},
                     metadata={"item_id": item.id, "run": experiment_name},
-                    model=self._settings.model
+                    model=self._settings.model,
                 ) as generation:
 
                     generation.update(output=output["answer"])
                     generation.update_trace(
                         input={"question": item.input, "context": output["documents"]},
                         metadata={"item_id": item.id, "run": experiment_name},
-                        output=output["answer"]
+                        output=output["answer"],
                     )
 
                 # Ragas metrics
                 if response and response.citations:
-                    eval_data = Dataset.from_dict({
-                        "question": [item.input],
-                        "answer": [output["answer"]],
-                        "contexts": [output["documents"]],
-                        "ground_truth": [item.expected_output],
-                    })
+                    eval_data = Dataset.from_dict(
+                        {
+                            "question": [item.input],
+                            "answer": [output["answer"]],
+                            "contexts": [output["documents"]],
+                            "ground_truth": [item.expected_output],
+                        }
+                    )
                     result = ragas.evaluate(
                         eval_data,
                         metrics=self.METRICS,
@@ -213,7 +218,6 @@ async def _aevaluate_question(self, item, experiment_name: str, generation_time:
                     for metric in self.METRICS:
                         root_span.score_trace(name=metric.name, value=self.DEFAULT_SCORE_VALUE)
 
-
     def _get_dataset(self, dataset_name: str) -> DatasetClient:
         dataset = None
         try:
diff --git a/libs/rag-core-lib/src/rag_core_lib/tracers/traced_runnable.py b/libs/rag-core-lib/src/rag_core_lib/tracers/traced_runnable.py
index a1218abe..4676523f 100644
--- a/libs/rag-core-lib/src/rag_core_lib/tracers/traced_runnable.py
+++ b/libs/rag-core-lib/src/rag_core_lib/tracers/traced_runnable.py
@@ -72,7 +72,6 @@ async def ainvoke(
             span.update_trace(output=output)
             return output
 
-
     @abstractmethod
     def _add_tracing_callback(self, config: Optional[RunnableConfig]) -> RunnableConfig: ...
 

From 98e821f9e7eff26adc0258c2c32b37da4aa7ab74 Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Wed, 6 Aug 2025 10:27:32 +0200
Subject: [PATCH 10/17] chore: update content hash in poetry.lock

---
 libs/extractor-api-lib/poetry.lock | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/libs/extractor-api-lib/poetry.lock b/libs/extractor-api-lib/poetry.lock
index 6230a994..a936da84 100644
--- a/libs/extractor-api-lib/poetry.lock
+++ b/libs/extractor-api-lib/poetry.lock
@@ -4982,4 +4982,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "01e2e79396d1fc0b311050ea1f2ee71cc4f6a72cdc4a8ad08b90fda5d05ecbb2"
+content-hash = "14c227468dc359dd447c49fcd2a03920ca6bd99678bdf5268d925fe7a2905c53"

From 538598a748c034cae85c43759e765de3474d2f5d Mon Sep 17 00:00:00 2001
From: Renovate Bot <renovate@whitesourcesoftware.com>
Date: Sun, 31 Aug 2025 01:27:18 +0000
Subject: [PATCH 11/17] fix(deps): update all non-major dependencies

---
 .github/workflows/renovate.yml                |   2 +-
 .github/workflows/semantic-release.yml        |   2 +-
 .../.github/workflows/semantic-release.yml    |   2 +-
 infrastructure/rag/Chart.lock                 |  10 +-
 infrastructure/rag/Chart.yaml                 |   6 +-
 infrastructure/rag/values.yaml                |   4 +-
 infrastructure/terraform/main.tf              |   2 +-
 libs/.github/workflows/semantic-release.yml   |   2 +-
 libs/admin-api-lib/poetry.lock                | 356 ++++-------
 libs/admin-api-lib/pyproject.toml             |   2 +-
 libs/extractor-api-lib/poetry.lock            | 348 ++++++-----
 libs/extractor-api-lib/pyproject.toml         |   4 +-
 libs/rag-core-api/.python-version             |   2 +-
 libs/rag-core-api/poetry.lock                 | 587 ++++++++++++------
 libs/rag-core-api/pyproject.toml              |   4 +-
 libs/rag-core-lib/poetry.lock                 | 368 +++++------
 libs/rag-core-lib/pyproject.toml              |   4 +-
 package-lock.json                             | 332 +++-------
 services/admin-backend/poetry.lock            | 211 ++++---
 services/document-extractor/poetry.lock       | 159 +++--
 services/frontend/package-lock.json           | 132 ++--
 services/frontend/package.json                |   2 +-
 services/mcp-server/Dockerfile                |   4 +-
 services/mcp-server/poetry.lock               | 479 ++++++++++----
 services/rag-backend/poetry.lock              | 211 ++++---
 25 files changed, 1718 insertions(+), 1517 deletions(-)

diff --git a/.github/workflows/renovate.yml b/.github/workflows/renovate.yml
index e441e54b..98bc54eb 100644
--- a/.github/workflows/renovate.yml
+++ b/.github/workflows/renovate.yml
@@ -28,7 +28,7 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v4
       - name: Self-hosted Renovate
-        uses: renovatebot/github-action@v43.0.5
+        uses: renovatebot/github-action@v43.0.8
         with:
           configurationFile: .github/renovate.json
           token: ${{ secrets.RENOVATE_TOKEN }}
diff --git a/.github/workflows/semantic-release.yml b/.github/workflows/semantic-release.yml
index ce9afb1c..91fac7dc 100644
--- a/.github/workflows/semantic-release.yml
+++ b/.github/workflows/semantic-release.yml
@@ -31,7 +31,7 @@ jobs:
       - name: setup-node
         uses: actions/setup-node@v4
         with:
-          node-version: "22.17.1"
+          node-version: "22.18.0"
 
       - name: create-archives
         run: |
diff --git a/infrastructure/.github/workflows/semantic-release.yml b/infrastructure/.github/workflows/semantic-release.yml
index f49f363a..668de454 100644
--- a/infrastructure/.github/workflows/semantic-release.yml
+++ b/infrastructure/.github/workflows/semantic-release.yml
@@ -19,7 +19,7 @@ jobs:
       - name: Setup Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: "22.17.1"
+          node-version: "22.18.0"
       - name: Install dependencies
         run: npm clean-install
       - name: Verify the integrity of provenance attestations and registry signatures for installed dependencies
diff --git a/infrastructure/rag/Chart.lock b/infrastructure/rag/Chart.lock
index 0ea3ffc3..a47a7ed1 100644
--- a/infrastructure/rag/Chart.lock
+++ b/infrastructure/rag/Chart.lock
@@ -1,10 +1,10 @@
 dependencies:
 - name: langfuse
   repository: https://langfuse.github.io/langfuse-k8s
-  version: 1.3.4
+  version: 1.5.0
 - name: qdrant
   repository: https://qdrant.github.io/qdrant-helm
-  version: 1.15.0
+  version: 1.15.3
 - name: minio
   repository: https://charts.bitnami.com/bitnami
   version: 15.0.7
@@ -13,6 +13,6 @@ dependencies:
   version: 0.48.0
 - name: ollama
   repository: https://otwld.github.io/ollama-helm/
-  version: 1.24.0
-digest: sha256:30cc964388864bd738eb0668367576dbad45eb9d6a885cdc48ef7c07c9692aa0
-generated: "2025-08-04T09:23:39.885193+02:00"
+  version: 1.27.0
+digest: sha256:401cd012b340a65f36009d7c4bc6c97f146cea5322674f18629495297a673597
+generated: "2025-08-31T01:26:30.566974561Z"
diff --git a/infrastructure/rag/Chart.yaml b/infrastructure/rag/Chart.yaml
index 7e31093c..21c8d432 100644
--- a/infrastructure/rag/Chart.yaml
+++ b/infrastructure/rag/Chart.yaml
@@ -10,10 +10,10 @@ appVersion: "1.0.0"
 dependencies:
 - name: langfuse
   repository: https://langfuse.github.io/langfuse-k8s
-  version: "1.3.4"
+  version: "1.5.0"
   condition: features.langfuse.enabled
 - name: qdrant
-  version: 1.15.0
+  version: 1.15.3
   repository: "https://qdrant.github.io/qdrant-helm"
   condition: features.qdrant.enabled
 - name: minio
@@ -27,6 +27,6 @@ dependencies:
   condition: features.keydb.enabled
 - name: ollama
   alias: ollama
-  version: 1.24.0
+  version: 1.27.0
   repository: https://otwld.github.io/ollama-helm/
   condition: features.ollama.enabled
diff --git a/infrastructure/rag/values.yaml b/infrastructure/rag/values.yaml
index 182db5eb..429b451a 100644
--- a/infrastructure/rag/values.yaml
+++ b/infrastructure/rag/values.yaml
@@ -465,14 +465,14 @@ langfuse:
     web:
       image:
         repository: langfuse/langfuse
-        tag: "3.88.1"
+        tag: "3.102.0"
         pullPolicy: Always
 
     # Worker deployment configuration
     worker:
       image:
         repository: langfuse/langfuse-worker
-        tag: "3.88.1"
+        tag: "3.102.0"
         pullPolicy: Always
       port: 3030
 
diff --git a/infrastructure/terraform/main.tf b/infrastructure/terraform/main.tf
index a62dc05e..98f6abb3 100644
--- a/infrastructure/terraform/main.tf
+++ b/infrastructure/terraform/main.tf
@@ -2,7 +2,7 @@ terraform {
   required_providers {
     stackit = {
       source  = "stackitcloud/stackit"
-      version = "~> 0.58.0"
+      version = "~> 0.61.0"
     }
   }
 }
diff --git a/libs/.github/workflows/semantic-release.yml b/libs/.github/workflows/semantic-release.yml
index 658e8214..4ce07767 100644
--- a/libs/.github/workflows/semantic-release.yml
+++ b/libs/.github/workflows/semantic-release.yml
@@ -19,7 +19,7 @@ jobs:
       - name: Setup Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: "22.17.1"
+          node-version: "22.18.0"
       - name: Install dependencies
         run: npm install
       - name: Verify the integrity of provenance attestations and registry signatures for installed dependencies
diff --git a/libs/admin-api-lib/poetry.lock b/libs/admin-api-lib/poetry.lock
index d4ebf9e9..e1bfcf3e 100644
--- a/libs/admin-api-lib/poetry.lock
+++ b/libs/admin-api-lib/poetry.lock
@@ -296,18 +296,18 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.39.17"
+version = "1.40.21"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "boto3-1.39.17-py3-none-any.whl", hash = "sha256:6af9f7d6db7b5e72d6869ae22ebad1b0c6602591af2ef5d914b331a055953df5"},
-    {file = "boto3-1.39.17.tar.gz", hash = "sha256:a6904a40b1c61f6a1766574b3155ec75a6020399fb570be2b51bf93a2c0a2b3d"},
+    {file = "boto3-1.40.21-py3-none-any.whl", hash = "sha256:3772fb828864d3b7046c8bdf2f4860aaca4a79f25b7b060206c6a5f4944ea7f9"},
+    {file = "boto3-1.40.21.tar.gz", hash = "sha256:876ccc0b25517b992bd27976282510773a11ebc771aa5b836a238ea426c82187"},
 ]
 
 [package.dependencies]
-botocore = ">=1.39.17,<1.40.0"
+botocore = ">=1.40.21,<1.41.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.13.0,<0.14.0"
 
@@ -316,14 +316,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.39.17"
+version = "1.40.21"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.23.8)"]
+crt = ["awscrt (==0.27.6)"]
 
 [[package]]
 name = "certifi"
@@ -577,79 +577,100 @@ cron = ["capturer (>=2.4)"]
 
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 [[package]]
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 test = ["objgraph", "psutil"]
 
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-
-[package.extras]
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-
 [[package]]
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 version = "0.16.0"
@@ -1870,14 +1827,14 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.72"
+version = "0.3.74"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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 ]
 
 [package.dependencies]
@@ -1923,23 +1880,23 @@ langchain-core = ">=0.3.51,<1.0.0"
 
 [[package]]
 name = "langfuse"
-version = "3.2.1"
+version = "3.3.0"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.9"
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 httpx = ">=0.15.4,<1.0"
 opentelemetry-api = ">=1.33.1,<2.0.0"
-opentelemetry-exporter-otlp = ">=1.33.1,<2.0.0"
+opentelemetry-exporter-otlp-proto-http = ">=1.33.1,<2.0.0"
 opentelemetry-sdk = ">=1.33.1,<2.0.0"
-packaging = ">=23.2,<25.0"
+packaging = ">=23.2,<26.0"
 pydantic = ">=1.10.7,<3.0"
 requests = ">=2,<3"
 wrapt = ">=1.14,<2.0"
@@ -2352,22 +2309,6 @@ files = [
 importlib-metadata = ">=6.0,<8.8.0"
 typing-extensions = ">=4.5.0"
 
-[[package]]
-name = "opentelemetry-exporter-otlp"
-version = "1.34.1"
-description = "OpenTelemetry Collector Exporters"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "opentelemetry_exporter_otlp-1.34.1-py3-none-any.whl", hash = "sha256:f4a453e9cde7f6362fd4a090d8acf7881d1dc585540c7b65cbd63e36644238d4"},
-    {file = "opentelemetry_exporter_otlp-1.34.1.tar.gz", hash = "sha256:71c9ad342d665d9e4235898d205db17c5764cd7a69acb8a5dcd6d5e04c4c9988"},
-]
-
-[package.dependencies]
-opentelemetry-exporter-otlp-proto-grpc = "1.34.1"
-opentelemetry-exporter-otlp-proto-http = "1.34.1"
-
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-common"
 version = "1.34.1"
@@ -2383,27 +2324,6 @@ files = [
 [package.dependencies]
 opentelemetry-proto = "1.34.1"
 
-[[package]]
-name = "opentelemetry-exporter-otlp-proto-grpc"
-version = "1.34.1"
-description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.34.1-py3-none-any.whl", hash = "sha256:04bb8b732b02295be79f8a86a4ad28fae3d4ddb07307a98c7aa6f331de18cca6"},
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.34.1.tar.gz", hash = "sha256:7c841b90caa3aafcfc4fee58487a6c71743c34c6dc1787089d8b0578bbd794dd"},
-]
-
-[package.dependencies]
-googleapis-common-protos = ">=1.52,<2.0"
-grpcio = {version = ">=1.66.2,<2.0.0", markers = "python_version >= \"3.13\""}
-opentelemetry-api = ">=1.15,<2.0"
-opentelemetry-exporter-otlp-proto-common = "1.34.1"
-opentelemetry-proto = "1.34.1"
-opentelemetry-sdk = ">=1.34.1,<1.35.0"
-typing-extensions = ">=4.5.0"
-
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-http"
 version = "1.34.1"
@@ -3159,9 +3079,9 @@ deprecated = "^1.2.18"
 flashrank = "^0.2.10"
 langchain = "^0.3.25"
 langchain-community = "0.3.27"
-langchain-core = "0.3.72"
+langchain-core = "0.3.74"
 langchain-openai = "^0.3.27"
-langfuse = "3.2.1"
+langfuse = "3.3.0"
 oauthlib = "^3.2.2"
 openai = "^1.77.0"
 pydantic = "^2.11.4"
@@ -3174,14 +3094,14 @@ url = "../rag-core-lib"
 
 [[package]]
 name = "redis"
-version = "6.2.0"
+version = "6.4.0"
 description = "Python client for Redis database and key-value store"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "redis-6.2.0-py3-none-any.whl", hash = "sha256:c8ddf316ee0aab65f04a11229e94a64b2618451dab7a67cb2f77eb799d872d5e"},
-    {file = "redis-6.2.0.tar.gz", hash = "sha256:e821f129b75dde6cb99dd35e5c76e8c49512a5a0d8dfdc560b2fbd44b85ca977"},
+    {file = "redis-6.4.0-py3-none-any.whl", hash = "sha256:f0544fa9604264e9464cdf4814e7d4830f74b165d52f2a330a760a88dd248b7f"},
+    {file = "redis-6.4.0.tar.gz", hash = "sha256:b01bc7282b8444e28ec36b261df5375183bb47a07eb9c603f284e89cbc5ef010"},
 ]
 
 [package.extras]
@@ -4121,4 +4041,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "567b2368fd8d8c5e6905c764d92fcb3ae95ea0f404682a26e868ad854934b323"
+content-hash = "ba1465c7a059af0591fd65a469f93796f96e9c4cc33e8e780c7741a034bdc74c"
diff --git a/libs/admin-api-lib/pyproject.toml b/libs/admin-api-lib/pyproject.toml
index ad42905e..5a0c5189 100644
--- a/libs/admin-api-lib/pyproject.toml
+++ b/libs/admin-api-lib/pyproject.toml
@@ -104,7 +104,7 @@ python-dateutil = "^2.9.0.post0"
 tenacity = "9.1.2"
 boto3 = "^1.38.10"
 tqdm = "^4.67.1"
-langfuse = "3.2.1"
+langfuse = "3.3.0"
 redis = "^6.0.0"
 pyyaml = "^6.0.2"
 python-multipart = "^0.0.20"
diff --git a/libs/extractor-api-lib/poetry.lock b/libs/extractor-api-lib/poetry.lock
index a936da84..747a1764 100644
--- a/libs/extractor-api-lib/poetry.lock
+++ b/libs/extractor-api-lib/poetry.lock
@@ -206,14 +206,14 @@ files = [
 
 [[package]]
 name = "atlassian-python-api"
-version = "4.0.4"
+version = "4.0.7"
 description = "Python Atlassian REST API Wrapper"
 optional = false
 python-versions = "*"
 groups = ["main"]
 files = [
-    {file = "atlassian_python_api-4.0.4-py3-none-any.whl", hash = "sha256:d5e61a4a6a69e9f9b0737f449fad6beb5e4dc39665ac4269f1f8fa8fa4246c3c"},
-    {file = "atlassian_python_api-4.0.4.tar.gz", hash = "sha256:351e378cf489f31c3fbf9e71670fa7ee2a7b68c20d616665d4e8bca17a3d2983"},
+    {file = "atlassian_python_api-4.0.7-py3-none-any.whl", hash = "sha256:46a70cb29eaab87c0a1697fccd3e25df1aa477e6aa4fb9ba936a9d46b425933c"},
+    {file = "atlassian_python_api-4.0.7.tar.gz", hash = "sha256:8d9cc6068b1d2a48eb434e22e57f6bbd918a47fac9e46b95b7a3cefb00fceacb"},
 ]
 
 [package.dependencies]
@@ -355,18 +355,18 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.39.17"
+version = "1.40.21"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "boto3-1.39.17-py3-none-any.whl", hash = "sha256:6af9f7d6db7b5e72d6869ae22ebad1b0c6602591af2ef5d914b331a055953df5"},
-    {file = "boto3-1.39.17.tar.gz", hash = "sha256:a6904a40b1c61f6a1766574b3155ec75a6020399fb570be2b51bf93a2c0a2b3d"},
+    {file = "boto3-1.40.21-py3-none-any.whl", hash = "sha256:3772fb828864d3b7046c8bdf2f4860aaca4a79f25b7b060206c6a5f4944ea7f9"},
+    {file = "boto3-1.40.21.tar.gz", hash = "sha256:876ccc0b25517b992bd27976282510773a11ebc771aa5b836a238ea426c82187"},
 ]
 
 [package.dependencies]
-botocore = ">=1.39.17,<1.40.0"
+botocore = ">=1.40.21,<1.41.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.13.0,<0.14.0"
 
@@ -375,14 +375,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.39.17"
+version = "1.40.21"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "botocore-1.39.17-py3-none-any.whl", hash = "sha256:41db169e919f821b3ef684794c5e67dd7bb1f5ab905d33729b1d8c27fafe8004"},
-    {file = "botocore-1.39.17.tar.gz", hash = "sha256:1a1f0b29dab5d1b10d16f14423c16ac0a3043272f579e9ab0d757753ee9a7d2b"},
+    {file = "botocore-1.40.21-py3-none-any.whl", hash = "sha256:574ecf9b68c1721650024a27e00e0080b6f141c281ebfce49e0d302969270ef4"},
+    {file = "botocore-1.40.21.tar.gz", hash = "sha256:f77e9c199df0252b14ea739a9ac99723940f6bde90f4c2e7802701553a62827b"},
 ]
 
 [package.dependencies]
@@ -391,18 +391,18 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.23.8)"]
+crt = ["awscrt (==0.27.6)"]
 
 [[package]]
 name = "camelot-py"
-version = "1.0.0"
+version = "1.0.9"
 description = "PDF Table Extraction for Humans."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "camelot_py-1.0.0-py3-none-any.whl", hash = "sha256:28d68373998ac778681988622616dac447bbe68267fd11d72e81b8b4716ae64a"},
-    {file = "camelot_py-1.0.0.tar.gz", hash = "sha256:62514bd9effaef39a34c850f4b09705a817be160483b028cc8cde14954721466"},
+    {file = "camelot_py-1.0.9-py3-none-any.whl", hash = "sha256:f4c78dc5eef879040219ee9cb8b0caeab6b95d52128eec96f6e0ae94fdd910fb"},
+    {file = "camelot_py-1.0.9.tar.gz", hash = "sha256:d43d88766f7c3462803ff11464e7d3d15a9223e845972de2b61ef7c3f62d3200"},
 ]
 
 [package.dependencies]
@@ -413,6 +413,7 @@ opencv-python-headless = ">=4.7.0.68"
 openpyxl = ">=3.1.0"
 pandas = {version = ">=2.2.2", markers = "python_version >= \"3.10\""}
 pdfminer-six = ">=20240706"
+pillow = ">=10.4.0"
 pypdf = {version = ">=4.0,<6.0", markers = "python_version >= \"3.12\""}
 pypdfium2 = ">=4"
 tabulate = ">=0.9.0"
@@ -658,79 +659,100 @@ markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"
 
 [[package]]
 name = "coverage"
-version = "7.9.2"
+version = "7.10.6"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 [[package]]
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 [[package]]
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 [package.dependencies]
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 ]
 
 [package.dependencies]
@@ -4372,14 +4394,14 @@ files = [
 
 [[package]]
 name = "unstructured"
-version = "0.18.11"
+version = "0.18.13"
 description = "A library that prepares raw documents for downstream ML tasks."
 optional = false
 python-versions = ">=3.10.0"
 groups = ["main"]
 files = [
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-    {file = "unstructured-0.18.11.tar.gz", hash = "sha256:cf177d2a212a8bcd3a5a6750d8400c079764d30dabdb6605e7ba0a65679e00a0"},
+    {file = "unstructured-0.18.13-py3-none-any.whl", hash = "sha256:cd4e3a9fe456b9e305e1e9669a444498b2b18f1f13d07a449816ff5849ddd998"},
+    {file = "unstructured-0.18.13.tar.gz", hash = "sha256:3ca6034d8647fef5c26b39bacae3d90a5f530f520bfd80f0e964bd5e084a0d50"},
 ]
 
 [package.dependencies]
@@ -4982,4 +5004,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "14c227468dc359dd447c49fcd2a03920ca6bd99678bdf5268d925fe7a2905c53"
+content-hash = "a71bf11096e689214da0095d3c91e34bf295d2e8b1cd528a436391661cfaa396"
diff --git a/libs/extractor-api-lib/pyproject.toml b/libs/extractor-api-lib/pyproject.toml
index 0c5dbd4c..87b334f5 100644
--- a/libs/extractor-api-lib/pyproject.toml
+++ b/libs/extractor-api-lib/pyproject.toml
@@ -92,12 +92,12 @@ partial = "^1.0"
 pyyaml = "^6.0.2"
 numpy = "^2.2.5"
 docx2txt = "^0.9"
-unstructured = {extras = ["docx", "pptx"], version = "0.18.11"}
+unstructured = {extras = ["docx", "pptx"], version = "0.18.13"}
 html5lib = "^1.1"
 langchain-community = "^0.3.23"
 atlassian-python-api = "^4.0.3"
 markdownify = "^1.1.0"
-langchain-core = "0.3.72"
+langchain-core = "0.3.74"
 camelot-py = {extras = ["cv"], version = "^1.0.0"}
 fake-useragent = "^2.2.0"
 pypdfium2 = "4.30.0"
diff --git a/libs/rag-core-api/.python-version b/libs/rag-core-api/.python-version
index 86f8c02e..976544cc 100644
--- a/libs/rag-core-api/.python-version
+++ b/libs/rag-core-api/.python-version
@@ -1 +1 @@
-3.13.5
+3.13.7
diff --git a/libs/rag-core-api/poetry.lock b/libs/rag-core-api/poetry.lock
index dcbca107..f0da82b0 100644
--- a/libs/rag-core-api/poetry.lock
+++ b/libs/rag-core-api/poetry.lock
@@ -549,79 +549,100 @@ cron = ["capturer (>=2.4)"]
 
 [[package]]
 name = "coverage"
-version = "7.9.2"
+version = "7.10.6"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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+    {file = "debugpy-1.8.16-py2.py3-none-any.whl", hash = "sha256:19c9521962475b87da6f673514f7fd610328757ec993bf7ec0d8c96f9a325f9e"},
+    {file = "debugpy-1.8.16.tar.gz", hash = "sha256:31e69a1feb1cf6b51efbed3f6c9b0ef03bc46ff050679c4be7ea6d2e23540870"},
 ]
 
 [[package]]
@@ -813,6 +834,23 @@ files = [
     {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
 ]
 
+[[package]]
+name = "docstring-parser"
+version = "0.17.0"
+description = "Parse Python docstrings in reST, Google and Numpydoc format"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "docstring_parser-0.17.0-py3-none-any.whl", hash = "sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708"},
+    {file = "docstring_parser-0.17.0.tar.gz", hash = "sha256:583de4a309722b3315439bb31d64ba3eebada841f2e2cee23b99df001434c912"},
+]
+
+[package.extras]
+dev = ["pre-commit (>=2.16.0) ; python_version >= \"3.9\"", "pydoctor (>=25.4.0)", "pytest"]
+docs = ["pydoctor (>=25.4.0)"]
+test = ["pytest"]
+
 [[package]]
 name = "eradicate"
 version = "2.3.0"
@@ -1397,6 +1435,40 @@ test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto
 test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
 tqdm = ["tqdm"]
 
+[[package]]
+name = "gitdb"
+version = "4.0.12"
+description = "Git Object Database"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "gitdb-4.0.12-py3-none-any.whl", hash = "sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf"},
+    {file = "gitdb-4.0.12.tar.gz", hash = "sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571"},
+]
+
+[package.dependencies]
+smmap = ">=3.0.1,<6"
+
+[[package]]
+name = "gitpython"
+version = "3.1.45"
+description = "GitPython is a Python library used to interact with Git repositories"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "gitpython-3.1.45-py3-none-any.whl", hash = "sha256:8908cb2e02fb3b93b7eb0f2827125cb699869470432cc885f019b8fd0fccff77"},
+    {file = "gitpython-3.1.45.tar.gz", hash = "sha256:85b0ee964ceddf211c41b9f27a49086010a190fd8132a24e21f362a4b36a791c"},
+]
+
+[package.dependencies]
+gitdb = ">=4.0.1,<5"
+
+[package.extras]
+doc = ["sphinx (>=7.1.2,<7.2)", "sphinx-autodoc-typehints", "sphinx_rtd_theme"]
+test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock ; python_version < \"3.8\"", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions ; python_version < \"3.11\""]
+
 [[package]]
 name = "googleapis-common-protos"
 version = "1.70.0"
@@ -1787,6 +1859,74 @@ files = [
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
 ]
 
+[[package]]
+name = "instructor"
+version = "1.11.2"
+description = "structured outputs for llm"
+optional = false
+python-versions = "<4.0,>=3.9"
+groups = ["main"]
+files = [
+    {file = "instructor-1.11.2-py3-none-any.whl", hash = "sha256:f7bc1094bcb7c6494d53ff284fe6a6737eb5e343945693c198e253ee7496fe82"},
+    {file = "instructor-1.11.2.tar.gz", hash = "sha256:e9ad4e2e0450a0840720bd2be034ffdfd7a65262ebdb854e7b2969886e1a2576"},
+]
+
+[package.dependencies]
+aiohttp = ">=3.9.1,<4.0.0"
+diskcache = ">=5.6.3"
+docstring-parser = ">=0.16,<1.0"
+jinja2 = ">=3.1.4,<4.0.0"
+jiter = ">=0.6.1,<0.11"
+openai = ">=1.70.0,<2.0.0"
+pydantic = ">=2.8.0,<3.0.0"
+pydantic-core = ">=2.18.0,<3.0.0"
+requests = ">=2.32.3,<3.0.0"
+rich = ">=13.7.0,<15.0.0"
+tenacity = ">=8.2.3,<10.0.0"
+typer = ">=0.9.0,<1.0.0"
+
+[package.extras]
+anthropic = ["anthropic (==0.53.0)", "xmltodict (>=0.13,<0.15)"]
+bedrock = ["boto3 (>=1.34.0,<2.0.0)"]
+cerebras-cloud-sdk = ["cerebras-cloud-sdk (>=1.5.0,<2.0.0)"]
+cohere = ["cohere (>=5.1.8,<6.0.0)"]
+datasets = ["datasets (>=3.0.1,<4.0.0)"]
+dev = ["coverage (>=7.3.2,<8.0.0)", "jsonref (>=1.1.0,<2.0.0)", "pre-commit (>=4.2.0)", "pyright (<2.0.0)", "pytest (>=8.3.3,<9.0.0)", "pytest-asyncio (>=0.24.0,<1.0.0)", "pytest-examples (>=0.0.15)", "pytest-xdist (>=3.8.0)", "python-dotenv (>=1.0.1)"]
+docs = ["mkdocs (>=1.6.1,<2.0.0)", "mkdocs-jupyter (>=0.24.6,<0.26.0)", "mkdocs-material (>=9.6.14)", "mkdocs-material-extensions (>=1.3.1)", "mkdocs-material[imaging] (>=9.5.9,<10.0.0)", "mkdocs-minify-plugin (>=0.8.0,<1.0.0)", "mkdocs-redirects (>=1.2.1,<2.0.0)", "mkdocs-rss-plugin (>=1.12.0,<2.0.0)", "mkdocstrings (>=0.27.1,<0.30.0)", "mkdocstrings-python (>=1.12.2,<2.0.0)", "pytest-examples (>=0.0.15)"]
+fireworks-ai = ["fireworks-ai (>=0.15.4,<1.0.0)"]
+google-genai = ["google-genai (>=1.5.0)", "jsonref (>=1.1.0,<2.0.0)"]
+graphviz = ["graphviz (>=0.20.3,<1.0.0)"]
+groq = ["groq (>=0.4.2,<0.27.0)"]
+litellm = ["litellm (>=1.35.31,<2.0.0)"]
+mistral = ["mistralai (>=1.5.1,<2.0.0)"]
+perplexity = ["openai (>=1.52.0,<2.0.0)"]
+phonenumbers = ["phonenumbers (>=8.13.33,<10.0.0)"]
+pydub = ["pydub (>=0.25.1,<1.0.0)"]
+sqlmodel = ["sqlmodel (>=0.0.22,<1.0.0)"]
+test-docs = ["diskcache (>=5.6.3,<6.0.0)", "fastapi (>=0.109.2,<0.116.0)", "litellm (>=1.35.31,<2.0.0)", "mistralai (>=1.5.1,<2.0.0)", "pandas (>=2.2.0,<3.0.0)", "pydantic-extra-types (>=2.6.0,<3.0.0)", "redis (>=5.0.1,<7.0.0)", "tabulate (>=0.9.0,<1.0.0)"]
+trafilatura = ["trafilatura (>=1.12.2,<3.0.0)"]
+vertexai = ["google-cloud-aiplatform (>=1.53.0,<2.0.0)", "jsonref (>=1.1.0,<2.0.0)"]
+writer = ["writer-sdk (>=2.2.0,<3.0.0)"]
+xai = ["python-dotenv (>=1.0.0)", "xai-sdk (>=0.2.0) ; python_version >= \"3.10\""]
+
+[[package]]
+name = "jinja2"
+version = "3.1.6"
+description = "A very fast and expressive template engine."
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"},
+    {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"},
+]
+
+[package.dependencies]
+MarkupSafe = ">=2.0"
+
+[package.extras]
+i18n = ["Babel (>=2.7)"]
+
 [[package]]
 name = "jiter"
 version = "0.10.0"
@@ -1969,14 +2109,14 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.72"
+version = "0.3.74"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.72-py3-none-any.whl", hash = "sha256:9fa15d390600eb6b6544397a7aa84be9564939b6adf7a2b091179ea30405b240"},
-    {file = "langchain_core-0.3.72.tar.gz", hash = "sha256:4de3828909b3d7910c313242ab07b241294650f5cb6eac17738dd3638b1cd7de"},
+    {file = "langchain_core-0.3.74-py3-none-any.whl", hash = "sha256:088338b5bc2f6a66892f9afc777992c24ee3188f41cbc603d09181e34a228ce7"},
+    {file = "langchain_core-0.3.74.tar.gz", hash = "sha256:ff604441aeade942fbcc0a3860a592daba7671345230c2078ba2eb5f82b6ba76"},
 ]
 
 [package.dependencies]
@@ -1990,19 +2130,19 @@ typing-extensions = ">=4.7"
 
 [[package]]
 name = "langchain-ollama"
-version = "0.3.6"
+version = "0.3.7"
 description = "An integration package connecting Ollama and LangChain"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_ollama-0.3.6-py3-none-any.whl", hash = "sha256:b339bd3fcf913b8d606ad426ef39e7122695532507fcd85aa96271b3f33dc3df"},
-    {file = "langchain_ollama-0.3.6.tar.gz", hash = "sha256:4270c4b30b3f3d10850cb9a1183b8c77d616195e0d9717ac745ef7f7f6cc2b6e"},
+    {file = "langchain_ollama-0.3.7-py3-none-any.whl", hash = "sha256:845192a75a1671bd36bc8c54baae2e929c3b1b0e3c8c618438df20354b0231de"},
+    {file = "langchain_ollama-0.3.7.tar.gz", hash = "sha256:9deeca09a44fb8c5a46b1e43d670a7301f1d1e73196fa9191a89f9883217903b"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.70,<1.0.0"
-ollama = ">=0.5.1,<1.0.0"
+langchain-core = ">=0.3.74,<1.0.0"
+ollama = ">=0.5.3,<1.0.0"
 
 [[package]]
 name = "langchain-openai"
@@ -2073,23 +2213,23 @@ six = "*"
 
 [[package]]
 name = "langfuse"
-version = "3.2.1"
+version = "3.3.0"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
-    {file = "langfuse-3.2.1-py3-none-any.whl", hash = "sha256:07a84e8c1eed6ac8e149bdda1431fd866e4aee741b66124316336fb2bc7e6a32"},
-    {file = "langfuse-3.2.1.tar.gz", hash = "sha256:f79b0380dfcf52c7525bb5d7f8e9d8786a6fc8b37867def047bb388930a7beb3"},
+    {file = "langfuse-3.3.0-py3-none-any.whl", hash = "sha256:12a3cc79f353181b5279385a0efb496368bfeacb7f1b1626df1ce4046d209770"},
+    {file = "langfuse-3.3.0.tar.gz", hash = "sha256:1d951604da304a3e26d0e967adc15e5593a8d57c37bb0febe6bb1a790092f4c5"},
 ]
 
 [package.dependencies]
 backoff = ">=1.10.0"
 httpx = ">=0.15.4,<1.0"
 opentelemetry-api = ">=1.33.1,<2.0.0"
-opentelemetry-exporter-otlp = ">=1.33.1,<2.0.0"
+opentelemetry-exporter-otlp-proto-http = ">=1.33.1,<2.0.0"
 opentelemetry-sdk = ">=1.33.1,<2.0.0"
-packaging = ">=23.2,<25.0"
+packaging = ">=23.2,<26.0"
 pydantic = ">=1.10.7,<3.0"
 requests = ">=2,<3"
 wrapt = ">=1.14,<2.0"
@@ -2100,21 +2240,21 @@ openai = ["openai (>=0.27.8)"]
 
 [[package]]
 name = "langgraph"
-version = "0.5.4"
+version = "0.6.6"
 description = "Building stateful, multi-actor applications with LLMs"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langgraph-0.5.4-py3-none-any.whl", hash = "sha256:7122840225623e081be24ac30a691a24e5dac4c0361f593208f912838192d7f6"},
-    {file = "langgraph-0.5.4.tar.gz", hash = "sha256:ab8f6b7b9c50fd2ae35a2efb072fbbfe79500dfc18071ac4ba6f5de5fa181931"},
+    {file = "langgraph-0.6.6-py3-none-any.whl", hash = "sha256:a2283a5236abba6c8307c1a485c04e8a0f0ffa2be770878782a7bf2deb8d7954"},
+    {file = "langgraph-0.6.6.tar.gz", hash = "sha256:e7d3cefacf356f8c01721b166b67b3bf581659d5361a3530f59ecd9b8448eca7"},
 ]
 
 [package.dependencies]
 langchain-core = ">=0.1"
 langgraph-checkpoint = ">=2.1.0,<3.0.0"
-langgraph-prebuilt = ">=0.5.0,<0.6.0"
-langgraph-sdk = ">=0.1.42,<0.2.0"
+langgraph-prebuilt = ">=0.6.0,<0.7.0"
+langgraph-sdk = ">=0.2.2,<0.3.0"
 pydantic = ">=2.7.4"
 xxhash = ">=3.5.0"
 
@@ -2136,30 +2276,30 @@ ormsgpack = ">=1.10.0"
 
 [[package]]
 name = "langgraph-prebuilt"
-version = "0.5.2"
+version = "0.6.4"
 description = "Library with high-level APIs for creating and executing LangGraph agents and tools."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langgraph_prebuilt-0.5.2-py3-none-any.whl", hash = "sha256:1f4cd55deca49dffc3e5127eec12fcd244fc381321002f728afa88642d5ec59d"},
-    {file = "langgraph_prebuilt-0.5.2.tar.gz", hash = "sha256:2c900a5be0d6a93ea2521e0d931697cad2b646f1fcda7aa5c39d8d7539772465"},
+    {file = "langgraph_prebuilt-0.6.4-py3-none-any.whl", hash = "sha256:819f31d88b84cb2729ff1b79db2d51e9506b8fb7aaacfc0d359d4fe16e717344"},
+    {file = "langgraph_prebuilt-0.6.4.tar.gz", hash = "sha256:e9e53b906ee5df46541d1dc5303239e815d3ec551e52bb03dd6463acc79ec28f"},
 ]
 
 [package.dependencies]
 langchain-core = ">=0.3.67"
-langgraph-checkpoint = ">=2.1.0"
+langgraph-checkpoint = ">=2.1.0,<3.0.0"
 
 [[package]]
 name = "langgraph-sdk"
-version = "0.1.72"
+version = "0.2.4"
 description = "SDK for interacting with LangGraph API"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langgraph_sdk-0.1.72-py3-none-any.whl", hash = "sha256:925d3fcc7a26361db04f9c4beb3ec05bc36361b2a836d181ff2ab145071ec3ce"},
-    {file = "langgraph_sdk-0.1.72.tar.gz", hash = "sha256:396d8195881830700e2d54a0a9ee273e8b1173428e667502ef9c182a3cec7ab7"},
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+    {file = "langgraph_sdk-0.2.4.tar.gz", hash = "sha256:65c37fdb1d6f572deb7d5dda45aab79916c13c276a1e08b29309ae7729567a36"},
 ]
 
 [package.dependencies]
@@ -2218,7 +2358,7 @@ version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
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@@ -2237,6 +2377,77 @@ profiling = ["gprof2dot"]
 rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
 testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
+[[package]]
+name = "markupsafe"
+version = "3.0.2"
+description = "Safely add untrusted strings to HTML/XML markup."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+    {file = "markupsafe-3.0.2.tar.gz", hash = "sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0"},
+]
+
 [[package]]
 name = "marshmallow"
 version = "3.26.1"
@@ -2275,7 +2486,7 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -2647,14 +2858,14 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
 [[package]]
 name = "ollama"
-version = "0.5.1"
+version = "0.5.3"
 description = "The official Python client for Ollama."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "ollama-0.5.1-py3-none-any.whl", hash = "sha256:4c8839f35bc173c7057b1eb2cbe7f498c1a7e134eafc9192824c8aecb3617506"},
-    {file = "ollama-0.5.1.tar.gz", hash = "sha256:5a799e4dc4e7af638b11e3ae588ab17623ee019e496caaf4323efbaa8feeff93"},
+    {file = "ollama-0.5.3-py3-none-any.whl", hash = "sha256:a8303b413d99a9043dbf77ebf11ced672396b59bec27e6d5db67c88f01b279d2"},
+    {file = "ollama-0.5.3.tar.gz", hash = "sha256:40b6dff729df3b24e56d4042fd9d37e231cee8e528677e0d085413a1d6692394"},
 ]
 
 [package.dependencies]
@@ -2699,14 +2910,14 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.98.0"
+version = "1.102.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "openai-1.98.0-py3-none-any.whl", hash = "sha256:b99b794ef92196829120e2df37647722104772d2a74d08305df9ced5f26eae34"},
-    {file = "openai-1.98.0.tar.gz", hash = "sha256:3ee0fcc50ae95267fd22bd1ad095ba5402098f3df2162592e68109999f685427"},
+    {file = "openai-1.102.0-py3-none-any.whl", hash = "sha256:d751a7e95e222b5325306362ad02a7aa96e1fab3ed05b5888ce1c7ca63451345"},
+    {file = "openai-1.102.0.tar.gz", hash = "sha256:2e0153bcd64a6523071e90211cbfca1f2bbc5ceedd0993ba932a5869f93b7fc9"},
 ]
 
 [package.dependencies]
@@ -2741,22 +2952,6 @@ files = [
 importlib-metadata = ">=6.0,<8.8.0"
 typing-extensions = ">=4.5.0"
 
-[[package]]
-name = "opentelemetry-exporter-otlp"
-version = "1.34.1"
-description = "OpenTelemetry Collector Exporters"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "opentelemetry_exporter_otlp-1.34.1-py3-none-any.whl", hash = "sha256:f4a453e9cde7f6362fd4a090d8acf7881d1dc585540c7b65cbd63e36644238d4"},
-    {file = "opentelemetry_exporter_otlp-1.34.1.tar.gz", hash = "sha256:71c9ad342d665d9e4235898d205db17c5764cd7a69acb8a5dcd6d5e04c4c9988"},
-]
-
-[package.dependencies]
-opentelemetry-exporter-otlp-proto-grpc = "1.34.1"
-opentelemetry-exporter-otlp-proto-http = "1.34.1"
-
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-common"
 version = "1.34.1"
@@ -2772,27 +2967,6 @@ files = [
 [package.dependencies]
 opentelemetry-proto = "1.34.1"
 
-[[package]]
-name = "opentelemetry-exporter-otlp-proto-grpc"
-version = "1.34.1"
-description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.34.1-py3-none-any.whl", hash = "sha256:04bb8b732b02295be79f8a86a4ad28fae3d4ddb07307a98c7aa6f331de18cca6"},
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.34.1.tar.gz", hash = "sha256:7c841b90caa3aafcfc4fee58487a6c71743c34c6dc1787089d8b0578bbd794dd"},
-]
-
-[package.dependencies]
-googleapis-common-protos = ">=1.52,<2.0"
-grpcio = {version = ">=1.66.2,<2.0.0", markers = "python_version >= \"3.13\""}
-opentelemetry-api = ">=1.15,<2.0"
-opentelemetry-exporter-otlp-proto-common = "1.34.1"
-opentelemetry-proto = "1.34.1"
-opentelemetry-sdk = ">=1.34.1,<1.35.0"
-typing-extensions = ">=4.5.0"
-
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-http"
 version = "1.34.1"
@@ -3983,14 +4157,14 @@ files = [
 
 [[package]]
 name = "qdrant-client"
-version = "1.15.0"
+version = "1.15.1"
 description = "Client library for the Qdrant vector search engine"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "qdrant_client-1.15.0-py3-none-any.whl", hash = "sha256:f18bb311543de7e256ffa831be0d8a9d0729aaf549db7bcf95a5d356b48143f2"},
-    {file = "qdrant_client-1.15.0.tar.gz", hash = "sha256:475433b0acec51b66a132e91b631abe922accc64744bbb3180a04fe1fe889843"},
+    {file = "qdrant_client-1.15.1-py3-none-any.whl", hash = "sha256:2b975099b378382f6ca1cfb43f0d59e541be6e16a5892f282a4b8de7eff5cb63"},
+    {file = "qdrant_client-1.15.1.tar.gz", hash = "sha256:631f1f3caebfad0fd0c1fba98f41be81d9962b7bf3ca653bed3b727c0e0cbe0e"},
 ]
 
 [package.dependencies]
@@ -4021,9 +4195,9 @@ deprecated = "^1.2.18"
 flashrank = "^0.2.10"
 langchain = "^0.3.25"
 langchain-community = "0.3.27"
-langchain-core = "0.3.72"
+langchain-core = "0.3.74"
 langchain-openai = "^0.3.27"
-langfuse = "3.2.1"
+langfuse = "3.3.0"
 oauthlib = "^3.2.2"
 openai = "^1.77.0"
 pydantic = "^2.11.4"
@@ -4036,35 +4210,42 @@ url = "../rag-core-lib"
 
 [[package]]
 name = "ragas"
-version = "0.3.0"
-description = ""
+version = "0.3.2"
+description = "Evaluation framework for RAG and LLM applications"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "ragas-0.3.0-py3-none-any.whl", hash = "sha256:9e7bdbcf79c939d695ec10dbb7d587971f489145e0f18d33f40df085116c1c79"},
-    {file = "ragas-0.3.0.tar.gz", hash = "sha256:d45f174c665a544b5749d3b2034a207d79ff001fe57fc81f0cd425004b4906a2"},
+    {file = "ragas-0.3.2-py3-none-any.whl", hash = "sha256:ccf4447fdc6daf69b5fafb26d8baa5095e4194a4dc87091b2a118f68322e7f1b"},
+    {file = "ragas-0.3.2.tar.gz", hash = "sha256:a800a5326f0d5bfa086cf8832d4b1031e4b21ff063f83d7d9388ee36e1a93fe6"},
 ]
 
 [package.dependencies]
 appdirs = "*"
 datasets = "*"
 diskcache = ">=5.6.3"
+gitpython = "*"
+instructor = "*"
 langchain = "*"
 langchain-community = "*"
 langchain-core = "*"
 langchain_openai = "*"
 nest-asyncio = "*"
 numpy = "*"
-openai = ">1"
-pydantic = ">=2"
+openai = ">=1.0.0"
+pillow = ">=10.4.0"
+pydantic = ">=2.0.0"
+rich = "*"
 tiktoken = "*"
+tqdm = "*"
+typer = "*"
 
 [package.extras]
-all = ["datacompy", "llama_index", "nltk", "pandas", "r2r", "ragas-experimental", "rapidfuzz", "rouge_score", "sentence-transformers", "transformers"]
-dev = ["black[jupyter]", "datacompy", "fastembed", "graphene", "haystack-ai", "llama_index", "nbmake", "nltk", "notebook", "pandas", "pyright", "pytest", "pytest-asyncio", "pytest-xdist[psutil]", "r2r", "rapidfuzz", "rich", "rouge_score", "ruff", "sacrebleu", "sentence-transformers", "sphinx-autobuild", "transformers"]
-docs = ["mkdocs (>=1.6.1)", "mkdocs-autorefs", "mkdocs-gen-files", "mkdocs-git-committers-plugin-2", "mkdocs-git-revision-date-localized-plugin", "mkdocs-glightbox", "mkdocs-literate-nav", "mkdocs-material", "mkdocs-material[imaging]", "mkdocs-section-index", "mkdocstrings[python]"]
-experimental = ["ragas-experimental"]
+ai-frameworks = ["haystack-ai"]
+all = ["datacompy", "llama_index", "nltk", "pandas", "r2r", "rapidfuzz", "rouge_score", "sacrebleu", "sentence-transformers", "transformers"]
+examples = ["openai (>=1.0.0)"]
+gdrive = ["google-api-python-client (>=2.178.0)", "google-auth (>=2.40.3)", "google-auth-oauthlib (>=1.2.2)"]
+tracing = ["langfuse (>=3.2.4)", "mlflow (>=3.1.4)"]
 
 [[package]]
 name = "regex"
@@ -4232,7 +4413,7 @@ version = "14.0.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "rich-14.0.0-py3-none-any.whl", hash = "sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0"},
     {file = "rich-14.0.0.tar.gz", hash = "sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725"},
@@ -4266,6 +4447,18 @@ enabler = ["pytest-enabler (>=2.2)"]
 test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
 type = ["importlib_metadata (>=7.0.2) ; python_version < \"3.10\"", "jaraco.develop (>=7.21) ; sys_platform != \"cygwin\"", "mypy (==1.14.*)", "pytest-mypy"]
 
+[[package]]
+name = "shellingham"
+version = "1.5.4"
+description = "Tool to Detect Surrounding Shell"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"},
+    {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"},
+]
+
 [[package]]
 name = "six"
 version = "1.17.0"
@@ -4278,6 +4471,18 @@ files = [
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
 
+[[package]]
+name = "smmap"
+version = "5.0.2"
+description = "A pure Python implementation of a sliding window memory map manager"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "smmap-5.0.2-py3-none-any.whl", hash = "sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e"},
+    {file = "smmap-5.0.2.tar.gz", hash = "sha256:26ea65a03958fa0c8a1c7e8c7a58fdc77221b8910f6be2131affade476898ad5"},
+]
+
 [[package]]
 name = "sniffio"
 version = "1.3.1"
@@ -4556,6 +4761,24 @@ notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
+[[package]]
+name = "typer"
+version = "0.17.3"
+description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "typer-0.17.3-py3-none-any.whl", hash = "sha256:643919a79182ab7ac7581056d93c6a2b865b026adf2872c4d02c72758e6f095b"},
+    {file = "typer-0.17.3.tar.gz", hash = "sha256:0c600503d472bcf98d29914d4dcd67f80c24cc245395e2e00ba3603c9332e8ba"},
+]
+
+[package.dependencies]
+click = ">=8.0.0"
+rich = ">=10.11.0"
+shellingham = ">=1.3.0"
+typing-extensions = ">=3.7.4.3"
+
 [[package]]
 name = "typing-extensions"
 version = "4.14.1"
@@ -5141,4 +5364,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "1c49359178486f63e748bba5277d02a858e5a484d30b3745ccaeb89d43f09b73"
+content-hash = "2cabe166da8b8f1a6ca12015283e2c3444e994a4fe7aa290c44c05b30c2d840f"
diff --git a/libs/rag-core-api/pyproject.toml b/libs/rag-core-api/pyproject.toml
index ff3cec15..3fe8baff 100644
--- a/libs/rag-core-api/pyproject.toml
+++ b/libs/rag-core-api/pyproject.toml
@@ -24,14 +24,14 @@ ragas = "^0.3.0"
 flashrank = "^0.2.10"
 pyyaml = "^6.0.2"
 openai = "^1.77.0"
-langgraph = "^0.5.0"
+langgraph = "^0.6.0"
 pillow = "^11.2.1"
 langchain-ollama = "^0.3.2"
 pytest-asyncio = "^0.26.0"
 langchain-community = "0.3.27"
 fastembed = "^0.7.0"
 langdetect = "^1.0.9"
-langfuse = "3.2.1"
+langfuse = "3.3.0"
 
 
 [tool.poetry.group.dev.dependencies]
diff --git a/libs/rag-core-lib/poetry.lock b/libs/rag-core-lib/poetry.lock
index c7cebeb9..b0b74528 100644
--- a/libs/rag-core-lib/poetry.lock
+++ b/libs/rag-core-lib/poetry.lock
@@ -537,79 +537,100 @@ cron = ["capturer (>=2.4)"]
 
 [[package]]
 name = "coverage"
-version = "7.9.2"
+version = "7.10.6"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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-    {file = "grpcio-1.73.1.tar.gz", hash = "sha256:7fce2cd1c0c1116cf3850564ebfc3264fba75d3c74a7414373f1238ea365ef87"},
-]
-
-[package.extras]
-protobuf = ["grpcio-tools (>=1.73.1)"]
-
 [[package]]
 name = "h11"
 version = "0.16.0"
@@ -1697,19 +1654,19 @@ files = [
 
 [[package]]
 name = "langchain"
-version = "0.3.26"
+version = "0.3.27"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = ">=3.9"
+python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain-0.3.26-py3-none-any.whl", hash = "sha256:361bb2e61371024a8c473da9f9c55f4ee50f269c5ab43afdb2b1309cb7ac36cf"},
-    {file = "langchain-0.3.26.tar.gz", hash = "sha256:8ff034ee0556d3e45eff1f1e96d0d745ced57858414dba7171c8ebdbeb5580c9"},
+    {file = "langchain-0.3.27-py3-none-any.whl", hash = "sha256:7b20c4f338826acb148d885b20a73a16e410ede9ee4f19bb02011852d5f98798"},
+    {file = "langchain-0.3.27.tar.gz", hash = "sha256:aa6f1e6274ff055d0fd36254176770f356ed0a8994297d1df47df341953cec62"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.66,<1.0.0"
-langchain-text-splitters = ">=0.3.8,<1.0.0"
+langchain-core = ">=0.3.72,<1.0.0"
+langchain-text-splitters = ">=0.3.9,<1.0.0"
 langsmith = ">=0.1.17"
 pydantic = ">=2.7.4,<3.0.0"
 PyYAML = ">=5.3"
@@ -1763,14 +1720,14 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.72"
+version = "0.3.74"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.72-py3-none-any.whl", hash = "sha256:9fa15d390600eb6b6544397a7aa84be9564939b6adf7a2b091179ea30405b240"},
-    {file = "langchain_core-0.3.72.tar.gz", hash = "sha256:4de3828909b3d7910c313242ab07b241294650f5cb6eac17738dd3638b1cd7de"},
+    {file = "langchain_core-0.3.74-py3-none-any.whl", hash = "sha256:088338b5bc2f6a66892f9afc777992c24ee3188f41cbc603d09181e34a228ce7"},
+    {file = "langchain_core-0.3.74.tar.gz", hash = "sha256:ff604441aeade942fbcc0a3860a592daba7671345230c2078ba2eb5f82b6ba76"},
 ]
 
 [package.dependencies]
@@ -1784,55 +1741,55 @@ typing-extensions = ">=4.7"
 
 [[package]]
 name = "langchain-openai"
-version = "0.3.28"
+version = "0.3.32"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_openai-0.3.28-py3-none-any.whl", hash = "sha256:4cd6d80a5b2ae471a168017bc01b2e0f01548328d83532400a001623624ede67"},
-    {file = "langchain_openai-0.3.28.tar.gz", hash = "sha256:6c669548dbdea325c034ae5ef699710e2abd054c7354fdb3ef7bf909dc739d9e"},
+    {file = "langchain_openai-0.3.32-py3-none-any.whl", hash = "sha256:3354f76822f7cc76d8069831fe2a77f9bc7ff3b4f13af788bd94e4c6e853b400"},
+    {file = "langchain_openai-0.3.32.tar.gz", hash = "sha256:782ad669bd1bdb964456d8882c5178717adcfceecb482cc20005f770e43d346d"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.68,<1.0.0"
-openai = ">=1.86.0,<2.0.0"
+langchain-core = ">=0.3.74,<1.0.0"
+openai = ">=1.99.9,<2.0.0"
 tiktoken = ">=0.7,<1"
 
 [[package]]
 name = "langchain-text-splitters"
-version = "0.3.8"
+version = "0.3.9"
 description = "LangChain text splitting utilities"
 optional = false
-python-versions = "<4.0,>=3.9"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_text_splitters-0.3.8-py3-none-any.whl", hash = "sha256:e75cc0f4ae58dcf07d9f18776400cf8ade27fadd4ff6d264df6278bb302f6f02"},
-    {file = "langchain_text_splitters-0.3.8.tar.gz", hash = "sha256:116d4b9f2a22dda357d0b79e30acf005c5518177971c66a9f1ab0edfdb0f912e"},
+    {file = "langchain_text_splitters-0.3.9-py3-none-any.whl", hash = "sha256:cee0bb816211584ea79cc79927317c358543f40404bcfdd69e69ba3ccde54401"},
+    {file = "langchain_text_splitters-0.3.9.tar.gz", hash = "sha256:7cd1e5a3aaf609979583eeca2eb34177622570b8fa8f586a605c6b1c34e7ebdb"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.51,<1.0.0"
+langchain-core = ">=0.3.72,<1.0.0"
 
 [[package]]
 name = "langfuse"
-version = "3.2.1"
+version = "3.3.0"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
-    {file = "langfuse-3.2.1-py3-none-any.whl", hash = "sha256:07a84e8c1eed6ac8e149bdda1431fd866e4aee741b66124316336fb2bc7e6a32"},
-    {file = "langfuse-3.2.1.tar.gz", hash = "sha256:f79b0380dfcf52c7525bb5d7f8e9d8786a6fc8b37867def047bb388930a7beb3"},
+    {file = "langfuse-3.3.0-py3-none-any.whl", hash = "sha256:12a3cc79f353181b5279385a0efb496368bfeacb7f1b1626df1ce4046d209770"},
+    {file = "langfuse-3.3.0.tar.gz", hash = "sha256:1d951604da304a3e26d0e967adc15e5593a8d57c37bb0febe6bb1a790092f4c5"},
 ]
 
 [package.dependencies]
 backoff = ">=1.10.0"
 httpx = ">=0.15.4,<1.0"
 opentelemetry-api = ">=1.33.1,<2.0.0"
-opentelemetry-exporter-otlp = ">=1.33.1,<2.0.0"
+opentelemetry-exporter-otlp-proto-http = ">=1.33.1,<2.0.0"
 opentelemetry-sdk = ">=1.33.1,<2.0.0"
-packaging = ">=23.2,<25.0"
+packaging = ">=23.2,<26.0"
 pydantic = ">=1.10.7,<3.0"
 requests = ">=2,<3"
 wrapt = ">=1.14,<2.0"
@@ -2203,14 +2160,14 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.98.0"
+version = "1.102.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "openai-1.98.0-py3-none-any.whl", hash = "sha256:b99b794ef92196829120e2df37647722104772d2a74d08305df9ced5f26eae34"},
-    {file = "openai-1.98.0.tar.gz", hash = "sha256:3ee0fcc50ae95267fd22bd1ad095ba5402098f3df2162592e68109999f685427"},
+    {file = "openai-1.102.0-py3-none-any.whl", hash = "sha256:d751a7e95e222b5325306362ad02a7aa96e1fab3ed05b5888ce1c7ca63451345"},
+    {file = "openai-1.102.0.tar.gz", hash = "sha256:2e0153bcd64a6523071e90211cbfca1f2bbc5ceedd0993ba932a5869f93b7fc9"},
 ]
 
 [package.dependencies]
@@ -2245,22 +2202,6 @@ files = [
 importlib-metadata = ">=6.0,<8.8.0"
 typing-extensions = ">=4.5.0"
 
-[[package]]
-name = "opentelemetry-exporter-otlp"
-version = "1.34.1"
-description = "OpenTelemetry Collector Exporters"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "opentelemetry_exporter_otlp-1.34.1-py3-none-any.whl", hash = "sha256:f4a453e9cde7f6362fd4a090d8acf7881d1dc585540c7b65cbd63e36644238d4"},
-    {file = "opentelemetry_exporter_otlp-1.34.1.tar.gz", hash = "sha256:71c9ad342d665d9e4235898d205db17c5764cd7a69acb8a5dcd6d5e04c4c9988"},
-]
-
-[package.dependencies]
-opentelemetry-exporter-otlp-proto-grpc = "1.34.1"
-opentelemetry-exporter-otlp-proto-http = "1.34.1"
-
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-common"
 version = "1.34.1"
@@ -2276,27 +2217,6 @@ files = [
 [package.dependencies]
 opentelemetry-proto = "1.34.1"
 
-[[package]]
-name = "opentelemetry-exporter-otlp-proto-grpc"
-version = "1.34.1"
-description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.34.1-py3-none-any.whl", hash = "sha256:04bb8b732b02295be79f8a86a4ad28fae3d4ddb07307a98c7aa6f331de18cca6"},
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.34.1.tar.gz", hash = "sha256:7c841b90caa3aafcfc4fee58487a6c71743c34c6dc1787089d8b0578bbd794dd"},
-]
-
-[package.dependencies]
-googleapis-common-protos = ">=1.52,<2.0"
-grpcio = {version = ">=1.66.2,<2.0.0", markers = "python_version >= \"3.13\""}
-opentelemetry-api = ">=1.15,<2.0"
-opentelemetry-exporter-otlp-proto-common = "1.34.1"
-opentelemetry-proto = "1.34.1"
-opentelemetry-sdk = ">=1.34.1,<1.35.0"
-typing-extensions = ">=4.5.0"
-
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-http"
 version = "1.34.1"
@@ -3856,4 +3776,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "b0394c75bb46ced96d6f857bec40517af3e67d1c71601bc0bc01b372e847e800"
+content-hash = "6422897ae221bb8a775b12edc3cf6545afbf638c22424e0c12810c3992c4d549"
diff --git a/libs/rag-core-lib/pyproject.toml b/libs/rag-core-lib/pyproject.toml
index 82e3fe1b..f866e1e7 100644
--- a/libs/rag-core-lib/pyproject.toml
+++ b/libs/rag-core-lib/pyproject.toml
@@ -18,10 +18,10 @@ pydantic-settings = "^2.2.1"
 pydantic = "^2.11.4"
 oauthlib = "^3.2.2"
 requests-oauthlib = "^2.0.0"
-langfuse = "3.2.1"
+langfuse = "3.3.0"
 deprecated = "^1.2.18"
 openai = "^1.77.0"
-langchain-core = "0.3.72"
+langchain-core = "0.3.74"
 langchain-openai = "^0.3.27"
 
 
diff --git a/package-lock.json b/package-lock.json
index d023d2e2..eb6629c5 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -86,74 +86,69 @@
             }
         },
         "node_modules/@octokit/auth-token": {
-            "version": "5.1.2",
-            "resolved": "https://registry.npmjs.org/@octokit/auth-token/-/auth-token-5.1.2.tgz",
-            "integrity": "sha512-JcQDsBdg49Yky2w2ld20IHAlwr8d/d8N6NiOXbtuoPCqzbsiJgF633mVUw3x4mo0H5ypataQIX7SFu3yy44Mpw==",
+            "version": "6.0.0",
+            "resolved": "https://registry.npmjs.org/@octokit/auth-token/-/auth-token-6.0.0.tgz",
+            "integrity": "sha512-P4YJBPdPSpWTQ1NU4XYdvHvXJJDxM6YwpS0FZHRgP7YFkdVxsWcpWGy/NVqlAA7PcPCnMacXlRm1y2PFZRWL/w==",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "engines": {
-                "node": ">= 18"
+                "node": ">= 20"
             }
         },
         "node_modules/@octokit/core": {
-            "version": "6.1.3",
-            "resolved": "https://registry.npmjs.org/@octokit/core/-/core-6.1.3.tgz",
-            "integrity": "sha512-z+j7DixNnfpdToYsOutStDgeRzJSMnbj8T1C/oQjB6Aa+kRfNjs/Fn7W6c8bmlt6mfy3FkgeKBRnDjxQow5dow==",
+            "version": "7.0.3",
+            "resolved": "https://registry.npmjs.org/@octokit/core/-/core-7.0.3.tgz",
+            "integrity": "sha512-oNXsh2ywth5aowwIa7RKtawnkdH6LgU1ztfP9AIUCQCvzysB+WeU8o2kyyosDPwBZutPpjZDKPQGIzzrfTWweQ==",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
-                "@octokit/auth-token": "^5.0.0",
-                "@octokit/graphql": "^8.1.2",
-                "@octokit/request": "^9.1.4",
-                "@octokit/request-error": "^6.1.6",
-                "@octokit/types": "^13.6.2",
-                "before-after-hook": "^3.0.2",
+                "@octokit/auth-token": "^6.0.0",
+                "@octokit/graphql": "^9.0.1",
+                "@octokit/request": "^10.0.2",
+                "@octokit/request-error": "^7.0.0",
+                "@octokit/types": "^14.0.0",
+                "before-after-hook": "^4.0.0",
                 "universal-user-agent": "^7.0.0"
             },
             "engines": {
-                "node": ">= 18"
+                "node": ">= 20"
             }
         },
         "node_modules/@octokit/endpoint": {
-            "version": "10.1.2",
-            "resolved": "https://registry.npmjs.org/@octokit/endpoint/-/endpoint-10.1.2.tgz",
-            "integrity": "sha512-XybpFv9Ms4hX5OCHMZqyODYqGTZ3H6K6Vva+M9LR7ib/xr1y1ZnlChYv9H680y77Vd/i/k+thXApeRASBQkzhA==",
+            "version": "11.0.0",
+            "resolved": "https://registry.npmjs.org/@octokit/endpoint/-/endpoint-11.0.0.tgz",
+            "integrity": "sha512-hoYicJZaqISMAI3JfaDr1qMNi48OctWuOih1m80bkYow/ayPw6Jj52tqWJ6GEoFTk1gBqfanSoI1iY99Z5+ekQ==",
             "dev": true,
             "license": "MIT",
-            "peer": true,
             "dependencies": {
-                "@octokit/types": "^13.6.2",
+                "@octokit/types": "^14.0.0",
                 "universal-user-agent": "^7.0.2"
             },
             "engines": {
-                "node": ">= 18"
+                "node": ">= 20"
             }
         },
         "node_modules/@octokit/graphql": {
-            "version": "8.1.2",
-            "resolved": "https://registry.npmjs.org/@octokit/graphql/-/graphql-8.1.2.tgz",
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-                "@octokit/types": "^13.6.2",
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                 "universal-user-agent": "^7.0.0"
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-            "resolved": "https://registry.npmjs.org/@octokit/openapi-types/-/openapi-types-23.0.1.tgz",
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-            "license": "MIT",
-            "peer": true
+            "license": "MIT"
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@@ -171,64 +166,79 @@
                 "@octokit/core": ">=6"
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+            "resolved": "https://registry.npmjs.org/@octokit/plugin-retry/-/plugin-retry-8.0.1.tgz",
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-            "license": "MIT"
+            "license": "MIT",
+            "dependencies": {
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+                "@octokit/types": "^14.0.0",
+                "bottleneck": "^2.15.3"
+            },
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+            "peerDependencies": {
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+            }
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+            "resolved": "https://registry.npmjs.org/@octokit/plugin-throttling/-/plugin-throttling-11.0.1.tgz",
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-                "@octokit/openapi-types": "^25.1.0"
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-                "@octokit/types": "^13.6.2",
-                "fast-content-type-parse": "^2.0.0",
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-                "@octokit/types": "^13.6.2"
+                "@octokit/types": "^14.0.0"
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-                "node": ">= 18"
+                "node": ">= 20"
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-            "resolved": "https://registry.npmjs.org/@octokit/types/-/types-13.7.0.tgz",
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+                "@octokit/openapi-types": "^25.1.0"
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@@ -340,9 +350,9 @@
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+            "resolved": "https://registry.npmjs.org/@semantic-release/github/-/github-11.0.4.tgz",
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             "license": "MIT",
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@@ -370,146 +380,6 @@
                 "semantic-release": ">=24.1.0"
             }
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-            "resolved": "https://registry.npmjs.org/@octokit/auth-token/-/auth-token-6.0.0.tgz",
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-            "license": "MIT",
-            "engines": {
-                "node": ">= 20"
-            }
-        },
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-            "version": "7.0.3",
-            "resolved": "https://registry.npmjs.org/@octokit/core/-/core-7.0.3.tgz",
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-            "dev": true,
-            "license": "MIT",
-            "dependencies": {
-                "@octokit/auth-token": "^6.0.0",
-                "@octokit/graphql": "^9.0.1",
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-                "universal-user-agent": "^7.0.2"
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-            "license": "MIT",
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-                "@octokit/types": "^14.0.0"
-            },
-            "engines": {
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-            }
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-            "resolved": "https://registry.npmjs.org/@octokit/types/-/types-14.1.0.tgz",
-            "integrity": "sha512-1y6DgTy8Jomcpu33N+p5w58l6xyt55Ar2I91RPiIA0xCJBXyUAhXCcmZaDWSANiha7R9a6qJJ2CRomGPZ6f46g==",
-            "dev": true,
-            "license": "MIT",
-            "dependencies": {
-                "@octokit/openapi-types": "^25.1.0"
-            }
-        },
         "node_modules/@semantic-release/github/node_modules/@semantic-release/error": {
             "version": "4.0.0",
             "resolved": "https://registry.npmjs.org/@semantic-release/error/-/error-4.0.0.tgz",
@@ -537,13 +407,6 @@
                 "url": "https://github.com/sponsors/sindresorhus"
             }
         },
-        "node_modules/@semantic-release/github/node_modules/before-after-hook": {
-            "version": "4.0.0",
-            "resolved": "https://registry.npmjs.org/before-after-hook/-/before-after-hook-4.0.0.tgz",
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-            "dev": true,
-            "license": "Apache-2.0"
-        },
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             "version": "5.2.0",
             "resolved": "https://registry.npmjs.org/clean-stack/-/clean-stack-5.2.0.tgz",
@@ -560,23 +423,6 @@
                 "url": "https://github.com/sponsors/sindresorhus"
             }
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-        "node_modules/@semantic-release/github/node_modules/fast-content-type-parse": {
-            "version": "3.0.0",
-            "resolved": "https://registry.npmjs.org/fast-content-type-parse/-/fast-content-type-parse-3.0.0.tgz",
-            "integrity": "sha512-ZvLdcY8P+N8mGQJahJV5G4U88CSvT1rP8ApL6uETe88MBXrBHAkZlSEySdUlyztF7ccb+Znos3TFqaepHxdhBg==",
-            "dev": true,
-            "funding": [
-                {
-                    "type": "github",
-                    "url": "https://github.com/sponsors/fastify"
-                },
-                {
-                    "type": "opencollective",
-                    "url": "https://opencollective.com/fastify"
-                }
-            ],
-            "license": "MIT"
-        },
         "node_modules/@semantic-release/github/node_modules/indent-string": {
             "version": "5.0.0",
             "resolved": "https://registry.npmjs.org/indent-string/-/indent-string-5.0.0.tgz",
@@ -999,12 +845,11 @@
             "license": "MIT"
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-            "version": "3.0.2",
-            "resolved": "https://registry.npmjs.org/before-after-hook/-/before-after-hook-3.0.2.tgz",
-            "integrity": "sha512-Nik3Sc0ncrMK4UUdXQmAnRtzmNQTAAXmXIopizwZ1W1t8QmfJj+zL4OA2I7XPTPW5z5TDqv4hRo/JzouDJnX3A==",
+            "version": "4.0.0",
+            "resolved": "https://registry.npmjs.org/before-after-hook/-/before-after-hook-4.0.0.tgz",
+            "integrity": "sha512-q6tR3RPqIB1pMiTRMFcZwuG5T8vwp+vUvEG0vuI6B+Rikh5BfPp2fQ82c925FOs+b0lcFQ8CFrL+KbilfZFhOQ==",
             "dev": true,
-            "license": "Apache-2.0",
-            "peer": true
+            "license": "Apache-2.0"
         },
         "node_modules/bottleneck": {
             "version": "2.19.5",
@@ -1702,9 +1547,9 @@
             }
         },
         "node_modules/fast-content-type-parse": {
-            "version": "2.0.1",
-            "resolved": "https://registry.npmjs.org/fast-content-type-parse/-/fast-content-type-parse-2.0.1.tgz",
-            "integrity": "sha512-nGqtvLrj5w0naR6tDPfB4cUmYCqouzyQiz6C5y/LtcDllJdrcc6WaWW6iXyIIOErTa/XRybj28aasdn4LkVk6Q==",
+            "version": "3.0.0",
+            "resolved": "https://registry.npmjs.org/fast-content-type-parse/-/fast-content-type-parse-3.0.0.tgz",
+            "integrity": "sha512-ZvLdcY8P+N8mGQJahJV5G4U88CSvT1rP8ApL6uETe88MBXrBHAkZlSEySdUlyztF7ccb+Znos3TFqaepHxdhBg==",
             "dev": true,
             "funding": [
                 {
@@ -1716,8 +1561,7 @@
                     "url": "https://opencollective.com/fastify"
                 }
             ],
-            "license": "MIT",
-            "peer": true
+            "license": "MIT"
         },
         "node_modules/fast-glob": {
             "version": "3.3.3",
@@ -6710,9 +6554,9 @@
             }
         },
         "node_modules/universal-user-agent": {
-            "version": "7.0.2",
-            "resolved": "https://registry.npmjs.org/universal-user-agent/-/universal-user-agent-7.0.2.tgz",
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+            "version": "7.0.3",
+            "resolved": "https://registry.npmjs.org/universal-user-agent/-/universal-user-agent-7.0.3.tgz",
+            "integrity": "sha512-TmnEAEAsBJVZM/AADELsK76llnwcf9vMKuPz8JflO1frO8Lchitr0fNaN9d+Ap0BjKtqWqd/J17qeDnXh8CL2A==",
             "dev": true,
             "license": "ISC"
         },
diff --git a/services/admin-backend/poetry.lock b/services/admin-backend/poetry.lock
index f9f12f60..5085396d 100644
--- a/services/admin-backend/poetry.lock
+++ b/services/admin-backend/poetry.lock
@@ -605,79 +605,100 @@ cron = ["capturer (>=2.4)"]
 
 [[package]]
 name = "coverage"
-version = "7.9.2"
+version = "7.10.6"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
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 [[package]]
diff --git a/services/document-extractor/poetry.lock b/services/document-extractor/poetry.lock
index c6f98e03..894b921c 100644
--- a/services/document-extractor/poetry.lock
+++ b/services/document-extractor/poetry.lock
@@ -658,79 +658,100 @@ markers = {main = "platform_system == \"Windows\"", dev = "platform_system == \"
 
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 pdfplumber = "0.11.7"
 pydantic-settings = "^2.9.1"
-pypdfium2 = "4.30.0"
 pypandoc-binary = "^1.15"
+pypdfium2 = "4.30.0"
 pytesseract = "^0.3.10"
 python-multipart = "^0.0.20"
 pyyaml = "^6.0.2"
diff --git a/services/frontend/package-lock.json b/services/frontend/package-lock.json
index 07e1c613..a27855cb 100644
--- a/services/frontend/package-lock.json
+++ b/services/frontend/package-lock.json
@@ -50,7 +50,7 @@
                 "nx": "17.3.2",
                 "postcss": "^8.4.35",
                 "tailwindcss": "^3.4.1",
-                "typescript": "~5.8.0",
+                "typescript": "~5.9.0",
                 "vite": "^5.1.6",
                 "vite-plugin-dts": "~2.3.0",
                 "vite-tsconfig-paths": "~4.3.0",
@@ -586,12 +586,12 @@
             }
         },
         "node_modules/@babel/parser": {
-            "version": "7.28.0",
-            "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.28.0.tgz",
-            "integrity": "sha512-jVZGvOxOuNSsuQuLRTh13nU0AogFlw32w/MT+LV6D3sP5WdbW61E77RnkbaO2dUvmPAYrBDJXGn5gGS6tH4j8g==",
+            "version": "7.28.3",
+            "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.28.3.tgz",
+            "integrity": "sha512-7+Ey1mAgYqFAx2h0RuoxcQT5+MlG3GTV0TQrgr7/ZliKsm/MNDxVVutlWaziMq7wJNAz8MTqz55XLpWvva6StA==",
             "license": "MIT",
             "dependencies": {
-                "@babel/types": "^7.28.0"
+                "@babel/types": "^7.28.2"
             },
             "bin": {
                 "parser": "bin/babel-parser.js"
@@ -5437,9 +5437,9 @@
             "license": "MIT"
         },
         "node_modules/@types/node": {
-            "version": "18.19.120",
-            "resolved": "https://registry.npmjs.org/@types/node/-/node-18.19.120.tgz",
-            "integrity": "sha512-WtCGHFXnVI8WHLxDAt5TbnCM4eSE+nI0QN2NJtwzcgMhht2eNz6V9evJrk+lwC8bCY8OWV5Ym8Jz7ZEyGnKnMA==",
+            "version": "18.19.123",
+            "resolved": "https://registry.npmjs.org/@types/node/-/node-18.19.123.tgz",
+            "integrity": "sha512-K7DIaHnh0mzVxreCR9qwgNxp3MH9dltPNIEddW9MYUlcKAzm+3grKNSTe2vCJHI1FaLpvpL5JGJrz1UZDKYvDg==",
             "devOptional": true,
             "license": "MIT",
             "dependencies": {
@@ -5884,39 +5884,39 @@
             }
         },
         "node_modules/@vue/compiler-core": {
-            "version": "3.5.18",
-            "resolved": "https://registry.npmjs.org/@vue/compiler-core/-/compiler-core-3.5.18.tgz",
-            "integrity": "sha512-3slwjQrrV1TO8MoXgy3aynDQ7lslj5UqDxuHnrzHtpON5CBinhWjJETciPngpin/T3OuW3tXUf86tEurusnztw==",
+            "version": "3.5.19",
+            "resolved": "https://registry.npmjs.org/@vue/compiler-core/-/compiler-core-3.5.19.tgz",
+            "integrity": "sha512-/afpyvlkrSNYbPo94Qu8GtIOWS+g5TRdOvs6XZNw6pWQQmj5pBgSZvEPOIZlqWq0YvoUhDDQaQ2TnzuJdOV4hA==",
             "license": "MIT",
             "dependencies": {
-                "@babel/parser": "^7.28.0",
-                "@vue/shared": "3.5.18",
+                "@babel/parser": "^7.28.3",
+                "@vue/shared": "3.5.19",
                 "entities": "^4.5.0",
                 "estree-walker": "^2.0.2",
                 "source-map-js": "^1.2.1"
             }
         },
         "node_modules/@vue/compiler-dom": {
-            "version": "3.5.18",
-            "resolved": "https://registry.npmjs.org/@vue/compiler-dom/-/compiler-dom-3.5.18.tgz",
-            "integrity": "sha512-RMbU6NTU70++B1JyVJbNbeFkK+A+Q7y9XKE2EM4NLGm2WFR8x9MbAtWxPPLdm0wUkuZv9trpwfSlL6tjdIa1+A==",
+            "version": "3.5.19",
+            "resolved": "https://registry.npmjs.org/@vue/compiler-dom/-/compiler-dom-3.5.19.tgz",
+            "integrity": "sha512-Drs6rPHQZx/pN9S6ml3Z3K/TWCIRPvzG2B/o5kFK9X0MNHt8/E+38tiRfojufrYBfA6FQUFB2qBBRXlcSXWtOA==",
             "license": "MIT",
             "dependencies": {
-                "@vue/compiler-core": "3.5.18",
-                "@vue/shared": "3.5.18"
+                "@vue/compiler-core": "3.5.19",
+                "@vue/shared": "3.5.19"
             }
         },
         "node_modules/@vue/compiler-sfc": {
-            "version": "3.5.18",
-            "resolved": "https://registry.npmjs.org/@vue/compiler-sfc/-/compiler-sfc-3.5.18.tgz",
-            "integrity": "sha512-5aBjvGqsWs+MoxswZPoTB9nSDb3dhd1x30xrrltKujlCxo48j8HGDNj3QPhF4VIS0VQDUrA1xUfp2hEa+FNyXA==",
+            "version": "3.5.19",
+            "resolved": "https://registry.npmjs.org/@vue/compiler-sfc/-/compiler-sfc-3.5.19.tgz",
+            "integrity": "sha512-YWCm1CYaJ+2RvNmhCwI7t3I3nU+hOrWGWMsn+Z/kmm1jy5iinnVtlmkiZwbLlbV1SRizX7vHsc0/bG5dj0zRTg==",
             "license": "MIT",
             "dependencies": {
-                "@babel/parser": "^7.28.0",
-                "@vue/compiler-core": "3.5.18",
-                "@vue/compiler-dom": "3.5.18",
-                "@vue/compiler-ssr": "3.5.18",
-                "@vue/shared": "3.5.18",
+                "@babel/parser": "^7.28.3",
+                "@vue/compiler-core": "3.5.19",
+                "@vue/compiler-dom": "3.5.19",
+                "@vue/compiler-ssr": "3.5.19",
+                "@vue/shared": "3.5.19",
                 "estree-walker": "^2.0.2",
                 "magic-string": "^0.30.17",
                 "postcss": "^8.5.6",
@@ -5924,13 +5924,13 @@
             }
         },
         "node_modules/@vue/compiler-ssr": {
-            "version": "3.5.18",
-            "resolved": "https://registry.npmjs.org/@vue/compiler-ssr/-/compiler-ssr-3.5.18.tgz",
-            "integrity": "sha512-xM16Ak7rSWHkM3m22NlmcdIM+K4BMyFARAfV9hYFl+SFuRzrZ3uGMNW05kA5pmeMa0X9X963Kgou7ufdbpOP9g==",
+            "version": "3.5.19",
+            "resolved": "https://registry.npmjs.org/@vue/compiler-ssr/-/compiler-ssr-3.5.19.tgz",
+            "integrity": "sha512-/wx0VZtkWOPdiQLWPeQeqpHWR/LuNC7bHfSX7OayBTtUy8wur6vT6EQIX6Et86aED6J+y8tTw43qo2uoqGg5sw==",
             "license": "MIT",
             "dependencies": {
-                "@vue/compiler-dom": "3.5.18",
-                "@vue/shared": "3.5.18"
+                "@vue/compiler-dom": "3.5.19",
+                "@vue/shared": "3.5.19"
             }
         },
         "node_modules/@vue/devtools-api": {
@@ -6211,53 +6211,53 @@
             }
         },
         "node_modules/@vue/reactivity": {
-            "version": "3.5.18",
-            "resolved": "https://registry.npmjs.org/@vue/reactivity/-/reactivity-3.5.18.tgz",
-            "integrity": "sha512-x0vPO5Imw+3sChLM5Y+B6G1zPjwdOri9e8V21NnTnlEvkxatHEH5B5KEAJcjuzQ7BsjGrKtfzuQ5eQwXh8HXBg==",
+            "version": "3.5.19",
+            "resolved": "https://registry.npmjs.org/@vue/reactivity/-/reactivity-3.5.19.tgz",
+            "integrity": "sha512-4bueZg2qs5MSsK2dQk3sssV0cfvxb/QZntTC8v7J448GLgmfPkQ+27aDjlt40+XFqOwUq5yRxK5uQh14Fc9eVA==",
             "license": "MIT",
             "dependencies": {
-                "@vue/shared": "3.5.18"
+                "@vue/shared": "3.5.19"
             }
         },
         "node_modules/@vue/runtime-core": {
-            "version": "3.5.18",
-            "resolved": "https://registry.npmjs.org/@vue/runtime-core/-/runtime-core-3.5.18.tgz",
-            "integrity": "sha512-DUpHa1HpeOQEt6+3nheUfqVXRog2kivkXHUhoqJiKR33SO4x+a5uNOMkV487WPerQkL0vUuRvq/7JhRgLW3S+w==",
+            "version": "3.5.19",
+            "resolved": "https://registry.npmjs.org/@vue/runtime-core/-/runtime-core-3.5.19.tgz",
+            "integrity": "sha512-TaooCr8Hge1sWjLSyhdubnuofs3shhzZGfyD11gFolZrny76drPwBVQj28/z/4+msSFb18tOIg6VVVgf9/IbIA==",
             "license": "MIT",
             "dependencies": {
-                "@vue/reactivity": "3.5.18",
-                "@vue/shared": "3.5.18"
+                "@vue/reactivity": "3.5.19",
+                "@vue/shared": "3.5.19"
             }
         },
         "node_modules/@vue/runtime-dom": {
-            "version": "3.5.18",
-            "resolved": "https://registry.npmjs.org/@vue/runtime-dom/-/runtime-dom-3.5.18.tgz",
-            "integrity": "sha512-YwDj71iV05j4RnzZnZtGaXwPoUWeRsqinblgVJwR8XTXYZ9D5PbahHQgsbmzUvCWNF6x7siQ89HgnX5eWkr3mw==",
+            "version": "3.5.19",
+            "resolved": "https://registry.npmjs.org/@vue/runtime-dom/-/runtime-dom-3.5.19.tgz",
+            "integrity": "sha512-qmahqeok6ztuUTmV8lqd7N9ymbBzctNF885n8gL3xdCC1u2RnM/coX16Via0AiONQXUoYpxPojL3U1IsDgSWUQ==",
             "license": "MIT",
             "dependencies": {
-                "@vue/reactivity": "3.5.18",
-                "@vue/runtime-core": "3.5.18",
-                "@vue/shared": "3.5.18",
+                "@vue/reactivity": "3.5.19",
+                "@vue/runtime-core": "3.5.19",
+                "@vue/shared": "3.5.19",
                 "csstype": "^3.1.3"
             }
         },
         "node_modules/@vue/server-renderer": {
-            "version": "3.5.18",
-            "resolved": "https://registry.npmjs.org/@vue/server-renderer/-/server-renderer-3.5.18.tgz",
-            "integrity": "sha512-PvIHLUoWgSbDG7zLHqSqaCoZvHi6NNmfVFOqO+OnwvqMz/tqQr3FuGWS8ufluNddk7ZLBJYMrjcw1c6XzR12mA==",
+            "version": "3.5.19",
+            "resolved": "https://registry.npmjs.org/@vue/server-renderer/-/server-renderer-3.5.19.tgz",
+            "integrity": "sha512-ZJ/zV9SQuaIO+BEEVq/2a6fipyrSYfjKMU3267bPUk+oTx/hZq3RzV7VCh0Unlppt39Bvh6+NzxeopIFv4HJNg==",
             "license": "MIT",
             "dependencies": {
-                "@vue/compiler-ssr": "3.5.18",
-                "@vue/shared": "3.5.18"
+                "@vue/compiler-ssr": "3.5.19",
+                "@vue/shared": "3.5.19"
             },
             "peerDependencies": {
-                "vue": "3.5.18"
+                "vue": "3.5.19"
             }
         },
         "node_modules/@vue/shared": {
-            "version": "3.5.18",
-            "resolved": "https://registry.npmjs.org/@vue/shared/-/shared-3.5.18.tgz",
-            "integrity": "sha512-cZy8Dq+uuIXbxCZpuLd2GJdeSO/lIzIspC2WtkqIpje5QyFbvLaI5wZtdUjLHjGZrlVX6GilejatWwVYYRc8tA==",
+            "version": "3.5.19",
+            "resolved": "https://registry.npmjs.org/@vue/shared/-/shared-3.5.19.tgz",
+            "integrity": "sha512-IhXCOn08wgKrLQxRFKKlSacWg4Goi1BolrdEeLYn6tgHjJNXVrWJ5nzoxZqNwl5p88aLlQ8LOaoMa3AYvaKJ/Q==",
             "license": "MIT"
         },
         "node_modules/@vue/test-utils": {
@@ -14282,9 +14282,9 @@
             }
         },
         "node_modules/typescript": {
-            "version": "5.8.3",
-            "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.8.3.tgz",
-            "integrity": "sha512-p1diW6TqL9L07nNxvRMM7hMMw4c5XOo/1ibL4aAIGmSAt9slTE1Xgw5KWuof2uTOvCg9BY7ZRi+GaF+7sfgPeQ==",
+            "version": "5.9.2",
+            "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.9.2.tgz",
+            "integrity": "sha512-CWBzXQrc/qOkhidw1OzBTQuYRbfyxDXJMVJ1XNwUHGROVmuaeiEm3OslpZ1RV96d7SKKjZKrSJu3+t/xlw3R9A==",
             "devOptional": true,
             "license": "Apache-2.0",
             "bin": {
@@ -14904,16 +14904,16 @@
             }
         },
         "node_modules/vue": {
-            "version": "3.5.18",
-            "resolved": "https://registry.npmjs.org/vue/-/vue-3.5.18.tgz",
-            "integrity": "sha512-7W4Y4ZbMiQ3SEo+m9lnoNpV9xG7QVMLa+/0RFwwiAVkeYoyGXqWE85jabU4pllJNUzqfLShJ5YLptewhCWUgNA==",
+            "version": "3.5.19",
+            "resolved": "https://registry.npmjs.org/vue/-/vue-3.5.19.tgz",
+            "integrity": "sha512-ZRh0HTmw6KChRYWgN8Ox/wi7VhpuGlvMPrHjIsdRbzKNgECFLzy+dKL5z9yGaBSjCpmcfJCbh3I1tNSRmBz2tg==",
             "license": "MIT",
             "dependencies": {
-                "@vue/compiler-dom": "3.5.18",
-                "@vue/compiler-sfc": "3.5.18",
-                "@vue/runtime-dom": "3.5.18",
-                "@vue/server-renderer": "3.5.18",
-                "@vue/shared": "3.5.18"
+                "@vue/compiler-dom": "3.5.19",
+                "@vue/compiler-sfc": "3.5.19",
+                "@vue/runtime-dom": "3.5.19",
+                "@vue/server-renderer": "3.5.19",
+                "@vue/shared": "3.5.19"
             },
             "peerDependencies": {
                 "typescript": "*"
diff --git a/services/frontend/package.json b/services/frontend/package.json
index 9a2b34e7..0c26a254 100644
--- a/services/frontend/package.json
+++ b/services/frontend/package.json
@@ -57,7 +57,7 @@
         "nx": "17.3.2",
         "postcss": "^8.4.35",
         "tailwindcss": "^3.4.1",
-        "typescript": "~5.8.0",
+        "typescript": "~5.9.0",
         "vite": "^5.1.6",
         "vite-plugin-dts": "~2.3.0",
         "vite-tsconfig-paths": "~4.3.0",
diff --git a/services/mcp-server/Dockerfile b/services/mcp-server/Dockerfile
index 0abec842..2fa41d2f 100644
--- a/services/mcp-server/Dockerfile
+++ b/services/mcp-server/Dockerfile
@@ -1,4 +1,4 @@
-FROM --platform=linux/amd64 python:3.13.5-bookworm AS build
+FROM --platform=linux/amd64 python:3.13.7-bookworm AS build
 
 ARG dev=0
 ENV POETRY_VIRTUALENVS_PATH=/app/services/mcp-server/.venv
@@ -26,7 +26,7 @@ RUN poetry config virtualenvs.create false &&\
     poetry install --no-interaction --no-ansi --no-root; \
     fi
 
-FROM --platform=linux/amd64 python:3.13.5-bookworm
+FROM --platform=linux/amd64 python:3.13.7-bookworm
 ARG dev=0
 
 RUN adduser --disabled-password --gecos "" --uid 65532 nonroot
diff --git a/services/mcp-server/poetry.lock b/services/mcp-server/poetry.lock
index f08dc7d3..f2f8551a 100644
--- a/services/mcp-server/poetry.lock
+++ b/services/mcp-server/poetry.lock
@@ -467,100 +467,100 @@ markers = {main = "sys_platform != \"emscripten\" and platform_system == \"Windo
 
 [[package]]
 name = "coverage"
-version = "7.10.1"
+version = "7.10.6"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "coverage-7.10.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1c86eb388bbd609d15560e7cc0eb936c102b6f43f31cf3e58b4fd9afe28e1372"},
-    {file = "coverage-7.10.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6b4ba0f488c1bdb6bd9ba81da50715a372119785458831c73428a8566253b86b"},
-    {file = "coverage-7.10.1-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:083442ecf97d434f0cb3b3e3676584443182653da08b42e965326ba12d6b5f2a"},
-    {file = "coverage-7.10.1-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:c1a40c486041006b135759f59189385da7c66d239bad897c994e18fd1d0c128f"},
-    {file = "coverage-7.10.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3beb76e20b28046989300c4ea81bf690df84ee98ade4dc0bbbf774a28eb98440"},
-    {file = "coverage-7.10.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:bc265a7945e8d08da28999ad02b544963f813a00f3ed0a7a0ce4165fd77629f8"},
-    {file = "coverage-7.10.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:47c91f32ba4ac46f1e224a7ebf3f98b4b24335bad16137737fe71a5961a0665c"},
-    {file = "coverage-7.10.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:1a108dd78ed185020f66f131c60078f3fae3f61646c28c8bb4edd3fa121fc7fc"},
-    {file = "coverage-7.10.1-cp310-cp310-win32.whl", hash = "sha256:7092cc82382e634075cc0255b0b69cb7cada7c1f249070ace6a95cb0f13548ef"},
-    {file = "coverage-7.10.1-cp310-cp310-win_amd64.whl", hash = "sha256:ac0c5bba938879c2fc0bc6c1b47311b5ad1212a9dcb8b40fe2c8110239b7faed"},
-    {file = "coverage-7.10.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b45e2f9d5b0b5c1977cb4feb5f594be60eb121106f8900348e29331f553a726f"},
-    {file = "coverage-7.10.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:3a7a4d74cb0f5e3334f9aa26af7016ddb94fb4bfa11b4a573d8e98ecba8c34f1"},
-    {file = "coverage-7.10.1-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:d4b0aab55ad60ead26159ff12b538c85fbab731a5e3411c642b46c3525863437"},
-    {file = "coverage-7.10.1-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:dcc93488c9ebd229be6ee1f0d9aad90da97b33ad7e2912f5495804d78a3cd6b7"},
-    {file = "coverage-7.10.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:aa309df995d020f3438407081b51ff527171cca6772b33cf8f85344b8b4b8770"},
-    {file = "coverage-7.10.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:cfb8b9d8855c8608f9747602a48ab525b1d320ecf0113994f6df23160af68262"},
-    {file = "coverage-7.10.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:320d86da829b012982b414c7cdda65f5d358d63f764e0e4e54b33097646f39a3"},
-    {file = "coverage-7.10.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:dc60ddd483c556590da1d9482a4518292eec36dd0e1e8496966759a1f282bcd0"},
-    {file = "coverage-7.10.1-cp311-cp311-win32.whl", hash = "sha256:4fcfe294f95b44e4754da5b58be750396f2b1caca8f9a0e78588e3ef85f8b8be"},
-    {file = "coverage-7.10.1-cp311-cp311-win_amd64.whl", hash = "sha256:efa23166da3fe2915f8ab452dde40319ac84dc357f635737174a08dbd912980c"},
-    {file = "coverage-7.10.1-cp311-cp311-win_arm64.whl", hash = "sha256:d12b15a8c3759e2bb580ffa423ae54be4f184cf23beffcbd641f4fe6e1584293"},
-    {file = "coverage-7.10.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6b7dc7f0a75a7eaa4584e5843c873c561b12602439d2351ee28c7478186c4da4"},
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 ]
 
 [[package]]
@@ -922,14 +922,14 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "fastmcp"
-version = "2.10.6"
+version = "2.11.3"
 description = "The fast, Pythonic way to build MCP servers and clients."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "fastmcp-2.10.6-py3-none-any.whl", hash = "sha256:9782416a8848cc0f4cfcc578e5c17834da620bef8ecf4d0daabf5dd1272411a2"},
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+    {file = "fastmcp-2.11.3-py3-none-any.whl", hash = "sha256:28f22126c90fd36e5de9cc68b9c271b6d832dcf322256f23d220b68afb3352cc"},
+    {file = "fastmcp-2.11.3.tar.gz", hash = "sha256:e8e3834a3e0b513712b8e63a6f0d4cbe19093459a1da3f7fbf8ef2810cfd34e3"},
 ]
 
 [package.dependencies]
@@ -937,7 +937,8 @@ authlib = ">=1.5.2"
 cyclopts = ">=3.0.0"
 exceptiongroup = ">=1.2.2"
 httpx = ">=0.28.1"
-mcp = ">=1.10.0"
+mcp = ">=1.12.4,<2.0.0"
+openapi-core = ">=0.19.5"
 openapi-pydantic = ">=0.5.1"
 pydantic = {version = ">=2.11.7", extras = ["email"]}
 pyperclip = ">=1.9.0"
@@ -1432,6 +1433,18 @@ files = [
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 ]
 
+[[package]]
+name = "isodate"
+version = "0.7.2"
+description = "An ISO 8601 date/time/duration parser and formatter"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
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+]
+
 [[package]]
 name = "jaraco-classes"
 version = "3.4.0"
@@ -1550,6 +1563,24 @@ rpds-py = ">=0.7.1"
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
 format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "rfc3987-syntax (>=1.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
+[[package]]
+name = "jsonschema-path"
+version = "0.3.4"
+description = "JSONSchema Spec with object-oriented paths"
+optional = false
+python-versions = "<4.0.0,>=3.8.0"
+groups = ["main"]
+files = [
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+]
+
+[package.dependencies]
+pathable = ">=0.4.1,<0.5.0"
+PyYAML = ">=5.1"
+referencing = "<0.37.0"
+requests = ">=2.31.0,<3.0.0"
+
 [[package]]
 name = "jsonschema-specifications"
 version = "2025.4.1"
@@ -1595,6 +1626,60 @@ enabler = ["pytest-enabler (>=2.2)"]
 test = ["pyfakefs", "pytest (>=6,!=8.1.*)"]
 type = ["pygobject-stubs", "pytest-mypy", "shtab", "types-pywin32"]
 
+[[package]]
+name = "lazy-object-proxy"
+version = "1.12.0"
+description = "A fast and thorough lazy object proxy."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+]
+
 [[package]]
 name = "markdown-it-py"
 version = "3.0.0"
@@ -1705,28 +1790,28 @@ files = [
 
 [[package]]
 name = "mcp"
-version = "1.12.2"
+version = "1.13.1"
 description = "Model Context Protocol SDK"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "mcp-1.12.2-py3-none-any.whl", hash = "sha256:b86d584bb60193a42bd78aef01882c5c42d614e416cbf0480149839377ab5a5f"},
-    {file = "mcp-1.12.2.tar.gz", hash = "sha256:a4b7c742c50ce6ed6d6a6c096cca0e3893f5aecc89a59ed06d47c4e6ba41edcc"},
+    {file = "mcp-1.13.1-py3-none-any.whl", hash = "sha256:c314e7c8bd477a23ba3ef472ee5a32880316c42d03e06dcfa31a1cc7a73b65df"},
+    {file = "mcp-1.13.1.tar.gz", hash = "sha256:165306a8fd7991dc80334edd2de07798175a56461043b7ae907b279794a834c5"},
 ]
 
 [package.dependencies]
 anyio = ">=4.5"
-httpx = ">=0.27"
+httpx = ">=0.27.1"
 httpx-sse = ">=0.4"
 jsonschema = ">=4.20.0"
-pydantic = ">=2.8.0,<3.0.0"
+pydantic = ">=2.11.0,<3.0.0"
 pydantic-settings = ">=2.5.2"
 python-multipart = ">=0.0.9"
 pywin32 = {version = ">=310", markers = "sys_platform == \"win32\""}
 sse-starlette = ">=1.6.1"
 starlette = ">=0.27"
-uvicorn = {version = ">=0.23.1", markers = "sys_platform != \"emscripten\""}
+uvicorn = {version = ">=0.31.1", markers = "sys_platform != \"emscripten\""}
 
 [package.extras]
 cli = ["python-dotenv (>=1.0.0)", "typer (>=0.16.0)"]
@@ -1843,6 +1928,38 @@ files = [
     {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
 ]
 
+[[package]]
+name = "openapi-core"
+version = "0.19.5"
+description = "client-side and server-side support for the OpenAPI Specification v3"
+optional = false
+python-versions = "<4.0.0,>=3.8.0"
+groups = ["main"]
+files = [
+    {file = "openapi_core-0.19.5-py3-none-any.whl", hash = "sha256:ef7210e83a59394f46ce282639d8d26ad6fc8094aa904c9c16eb1bac8908911f"},
+    {file = "openapi_core-0.19.5.tar.gz", hash = "sha256:421e753da56c391704454e66afe4803a290108590ac8fa6f4a4487f4ec11f2d3"},
+]
+
+[package.dependencies]
+isodate = "*"
+jsonschema = ">=4.18.0,<5.0.0"
+jsonschema-path = ">=0.3.1,<0.4.0"
+more-itertools = "*"
+openapi-schema-validator = ">=0.6.0,<0.7.0"
+openapi-spec-validator = ">=0.7.1,<0.8.0"
+parse = "*"
+typing-extensions = ">=4.8.0,<5.0.0"
+werkzeug = "<3.1.2"
+
+[package.extras]
+aiohttp = ["aiohttp (>=3.0)", "multidict (>=6.0.4,<7.0.0)"]
+django = ["django (>=3.0)"]
+falcon = ["falcon (>=3.0)"]
+fastapi = ["fastapi (>=0.111,<0.116)"]
+flask = ["flask"]
+requests = ["requests"]
+starlette = ["aioitertools (>=0.11,<0.13)", "starlette (>=0.26.1,<0.45.0)"]
+
 [[package]]
 name = "openapi-pydantic"
 version = "0.5.1"
@@ -1858,6 +1975,41 @@ files = [
 [package.dependencies]
 pydantic = ">=1.8"
 
+[[package]]
+name = "openapi-schema-validator"
+version = "0.6.3"
+description = "OpenAPI schema validation for Python"
+optional = false
+python-versions = "<4.0.0,>=3.8.0"
+groups = ["main"]
+files = [
+    {file = "openapi_schema_validator-0.6.3-py3-none-any.whl", hash = "sha256:f3b9870f4e556b5a62a1c39da72a6b4b16f3ad9c73dc80084b1b11e74ba148a3"},
+    {file = "openapi_schema_validator-0.6.3.tar.gz", hash = "sha256:f37bace4fc2a5d96692f4f8b31dc0f8d7400fd04f3a937798eaf880d425de6ee"},
+]
+
+[package.dependencies]
+jsonschema = ">=4.19.1,<5.0.0"
+jsonschema-specifications = ">=2023.5.2"
+rfc3339-validator = "*"
+
+[[package]]
+name = "openapi-spec-validator"
+version = "0.7.2"
+description = "OpenAPI 2.0 (aka Swagger) and OpenAPI 3 spec validator"
+optional = false
+python-versions = "<4.0.0,>=3.8.0"
+groups = ["main"]
+files = [
+    {file = "openapi_spec_validator-0.7.2-py3-none-any.whl", hash = "sha256:4bbdc0894ec85f1d1bea1d6d9c8b2c3c8d7ccaa13577ef40da9c006c9fd0eb60"},
+    {file = "openapi_spec_validator-0.7.2.tar.gz", hash = "sha256:cc029309b5c5dbc7859df0372d55e9d1ff43e96d678b9ba087f7c56fc586f734"},
+]
+
+[package.dependencies]
+jsonschema = ">=4.18.0,<5.0.0"
+jsonschema-path = ">=0.3.1,<0.4.0"
+lazy-object-proxy = ">=1.7.1,<2.0.0"
+openapi-schema-validator = ">=0.6.0,<0.7.0"
+
 [[package]]
 name = "packaging"
 version = "25.0"
@@ -1870,6 +2022,30 @@ files = [
     {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
 ]
 
+[[package]]
+name = "parse"
+version = "1.20.2"
+description = "parse() is the opposite of format()"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "parse-1.20.2-py2.py3-none-any.whl", hash = "sha256:967095588cb802add9177d0c0b6133b5ba33b1ea9007ca800e526f42a85af558"},
+    {file = "parse-1.20.2.tar.gz", hash = "sha256:b41d604d16503c79d81af5165155c0b20f6c8d6c559efa66b4b695c3e5a0a0ce"},
+]
+
+[[package]]
+name = "pathable"
+version = "0.4.4"
+description = "Object-oriented paths"
+optional = false
+python-versions = "<4.0.0,>=3.7.0"
+groups = ["main"]
+files = [
+    {file = "pathable-0.4.4-py3-none-any.whl", hash = "sha256:5ae9e94793b6ef5a4cbe0a7ce9dbbefc1eec38df253763fd0aeeacf2762dbbc2"},
+    {file = "pathable-0.4.4.tar.gz", hash = "sha256:6905a3cd17804edfac7875b5f6c9142a218c7caef78693c2dbbbfbac186d88b2"},
+]
+
 [[package]]
 name = "pathspec"
 version = "0.12.1"
@@ -1983,14 +2159,14 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "poetry"
-version = "2.1.3"
+version = "2.1.4"
 description = "Python dependency management and packaging made easy."
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
-    {file = "poetry-2.1.3-py3-none-any.whl", hash = "sha256:7054d3f97ccce7f31961ead16250407c4577bfe57e2037a190ae2913fc40a20c"},
-    {file = "poetry-2.1.3.tar.gz", hash = "sha256:f2c9bd6790b19475976d88ea4553bcc3533c0dc73f740edc4fffe9e2add50594"},
+    {file = "poetry-2.1.4-py3-none-any.whl", hash = "sha256:0019b64d33fed9184a332f7fad60ca47aace4d6a0e9c635cdea21b76e96f32ce"},
+    {file = "poetry-2.1.4.tar.gz", hash = "sha256:bed4af5fc87fb145258ac5b1dae77de2cd7082ec494e3b2f66bca0f477cbfc5c"},
 ]
 
 [package.dependencies]
@@ -2013,7 +2189,7 @@ requests-toolbelt = ">=1.0.0,<2.0.0"
 shellingham = ">=1.5,<2.0"
 tomlkit = ">=0.11.4,<1.0.0"
 trove-classifiers = ">=2022.5.19"
-virtualenv = ">=20.26.6,<21.0.0"
+virtualenv = ">=20.26.6,<20.33.0"
 xattr = {version = ">=1.0.0,<2.0.0", markers = "sys_platform == \"darwin\""}
 
 [[package]]
@@ -2375,7 +2551,7 @@ version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"},
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"},
@@ -2558,14 +2734,14 @@ typing-extensions = {version = ">=4.4.0", markers = "python_version < \"3.13\""}
 
 [[package]]
 name = "requests"
-version = "2.32.4"
+version = "2.32.5"
 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "requests-2.32.4-py3-none-any.whl", hash = "sha256:27babd3cda2a6d50b30443204ee89830707d396671944c998b5975b031ac2b2c"},
-    {file = "requests-2.32.4.tar.gz", hash = "sha256:27d0316682c8a29834d3264820024b62a36942083d52caf2f14c0591336d3422"},
+    {file = "requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6"},
+    {file = "requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf"},
 ]
 
 [package.dependencies]
@@ -2593,6 +2769,21 @@ files = [
 [package.dependencies]
 requests = ">=2.0.1,<3.0.0"
 
+[[package]]
+name = "rfc3339-validator"
+version = "0.1.4"
+description = "A pure python RFC3339 validator"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
+files = [
+    {file = "rfc3339_validator-0.1.4-py2.py3-none-any.whl", hash = "sha256:24f6ec1eda14ef823da9e36ec7113124b39c04d50a4d3d3a3c2859577e7791fa"},
+    {file = "rfc3339_validator-0.1.4.tar.gz", hash = "sha256:138a2abdf93304ad60530167e51d2dfb9549521a836871b88d7f4695d0022f6b"},
+]
+
+[package.dependencies]
+six = "*"
+
 [[package]]
 name = "rich"
 version = "14.0.0"
@@ -3019,6 +3210,24 @@ platformdirs = ">=3.9.1,<5"
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
 test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"GraalVM\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""]
 
+[[package]]
+name = "werkzeug"
+version = "3.1.1"
+description = "The comprehensive WSGI web application library."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "werkzeug-3.1.1-py3-none-any.whl", hash = "sha256:a71124d1ef06008baafa3d266c02f56e1836a5984afd6dd6c9230669d60d9fb5"},
+    {file = "werkzeug-3.1.1.tar.gz", hash = "sha256:8cd39dfbdfc1e051965f156163e2974e52c210f130810e9ad36858f0fd3edad4"},
+]
+
+[package.dependencies]
+MarkupSafe = ">=2.1.1"
+
+[package.extras]
+watchdog = ["watchdog (>=2.3)"]
+
 [[package]]
 name = "xattr"
 version = "1.1.4"
diff --git a/services/rag-backend/poetry.lock b/services/rag-backend/poetry.lock
index 529e45db..e5e78b28 100644
--- a/services/rag-backend/poetry.lock
+++ b/services/rag-backend/poetry.lock
@@ -549,79 +549,100 @@ cron = ["capturer (>=2.4)"]
 
 [[package]]
 name = "coverage"
-version = "7.9.2"
+version = "7.10.6"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.extras]
@@ -688,38 +709,38 @@ vision = ["Pillow (>=9.4.0)"]
 
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 name = "debugpy"
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 description = "An implementation of the Debug Adapter Protocol for Python"
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 groups = ["dev"]
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 ]
 
 [[package]]

From 4111fc999f99a647faf0903303bbe514dc1585b1 Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Tue, 2 Sep 2025 12:29:54 +0200
Subject: [PATCH 12/17] Refactor code structure for improved readability and
 maintainability

---
 infrastructure/rag/Chart.lock           |   6 +-
 infrastructure/rag/Chart.yaml           |   2 +-
 infrastructure/rag/values.yaml          |   6 +-
 libs/admin-api-lib/poetry.lock          | 115 +++++++-
 libs/admin-api-lib/pyproject.toml       |   2 +-
 libs/rag-core-api/poetry.lock           |  51 +++-
 libs/rag-core-api/pyproject.toml        |   2 +-
 libs/rag-core-lib/poetry.lock           | 113 +++++++-
 libs/rag-core-lib/pyproject.toml        |   2 +-
 services/admin-backend/poetry.lock      |  57 ++--
 services/document-extractor/poetry.lock |  16 +-
 services/rag-backend/poetry.lock        | 364 ++++++++++++++++++++----
 12 files changed, 608 insertions(+), 128 deletions(-)

diff --git a/infrastructure/rag/Chart.lock b/infrastructure/rag/Chart.lock
index a47a7ed1..cd09842b 100644
--- a/infrastructure/rag/Chart.lock
+++ b/infrastructure/rag/Chart.lock
@@ -1,7 +1,7 @@
 dependencies:
 - name: langfuse
   repository: https://langfuse.github.io/langfuse-k8s
-  version: 1.5.0
+  version: 0.12.1
 - name: qdrant
   repository: https://qdrant.github.io/qdrant-helm
   version: 1.15.3
@@ -14,5 +14,5 @@ dependencies:
 - name: ollama
   repository: https://otwld.github.io/ollama-helm/
   version: 1.27.0
-digest: sha256:401cd012b340a65f36009d7c4bc6c97f146cea5322674f18629495297a673597
-generated: "2025-08-31T01:26:30.566974561Z"
+digest: sha256:2cb5beb7d39b2ecc3081a80e8bcbdcebf083b155b6099cfefc3c3c590aa0df74
+generated: "2025-09-02T11:38:41.209463+02:00"
diff --git a/infrastructure/rag/Chart.yaml b/infrastructure/rag/Chart.yaml
index 21c8d432..735363a6 100644
--- a/infrastructure/rag/Chart.yaml
+++ b/infrastructure/rag/Chart.yaml
@@ -10,7 +10,7 @@ appVersion: "1.0.0"
 dependencies:
 - name: langfuse
   repository: https://langfuse.github.io/langfuse-k8s
-  version: "1.5.0"
+  version: "0.12.1"
   condition: features.langfuse.enabled
 - name: qdrant
   version: 1.15.3
diff --git a/infrastructure/rag/values.yaml b/infrastructure/rag/values.yaml
index 429b451a..ebbff7b3 100644
--- a/infrastructure/rag/values.yaml
+++ b/infrastructure/rag/values.yaml
@@ -465,14 +465,14 @@ langfuse:
     web:
       image:
         repository: langfuse/langfuse
-        tag: "3.102.0"
+        tag: "3.88.1"
         pullPolicy: Always
 
     # Worker deployment configuration
     worker:
       image:
         repository: langfuse/langfuse-worker
-        tag: "3.102.0"
+        tag: "3.88.1"
         pullPolicy: Always
       port: 3030
 
@@ -564,7 +564,7 @@ langfuse:
           memory: "1Gi"
 
   # S3/MinIO Configuration (external MinIO)
-  s3:
+  minio:
     deploy: false
     bucket: "langfuse"
     region: "auto"
diff --git a/libs/admin-api-lib/poetry.lock b/libs/admin-api-lib/poetry.lock
index e1bfcf3e..5c7082e5 100644
--- a/libs/admin-api-lib/poetry.lock
+++ b/libs/admin-api-lib/poetry.lock
@@ -1435,6 +1435,70 @@ files = [
 docs = ["Sphinx", "furo"]
 test = ["objgraph", "psutil"]
 
+[[package]]
+name = "grpcio"
+version = "1.74.0"
+description = "HTTP/2-based RPC framework"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "grpcio-1.74.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:85bd5cdf4ed7b2d6438871adf6afff9af7096486fcf51818a81b77ef4dd30907"},
+    {file = "grpcio-1.74.0-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:68c8ebcca945efff9d86d8d6d7bfb0841cf0071024417e2d7f45c5e46b5b08eb"},
+    {file = "grpcio-1.74.0-cp310-cp310-manylinux_2_17_aarch64.whl", hash = "sha256:e154d230dc1bbbd78ad2fdc3039fa50ad7ffcf438e4eb2fa30bce223a70c7486"},
+    {file = "grpcio-1.74.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e8978003816c7b9eabe217f88c78bc26adc8f9304bf6a594b02e5a49b2ef9c11"},
+    {file = "grpcio-1.74.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c3d7bd6e3929fd2ea7fbc3f562e4987229ead70c9ae5f01501a46701e08f1ad9"},
+    {file = "grpcio-1.74.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:136b53c91ac1d02c8c24201bfdeb56f8b3ac3278668cbb8e0ba49c88069e1bdc"},
+    {file = "grpcio-1.74.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:fe0f540750a13fd8e5da4b3eaba91a785eea8dca5ccd2bc2ffe978caa403090e"},
+    {file = "grpcio-1.74.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:4e4181bfc24413d1e3a37a0b7889bea68d973d4b45dd2bc68bb766c140718f82"},
+    {file = "grpcio-1.74.0-cp310-cp310-win32.whl", hash = "sha256:1733969040989f7acc3d94c22f55b4a9501a30f6aaacdbccfaba0a3ffb255ab7"},
+    {file = "grpcio-1.74.0-cp310-cp310-win_amd64.whl", hash = "sha256:9e912d3c993a29df6c627459af58975b2e5c897d93287939b9d5065f000249b5"},
+    {file = "grpcio-1.74.0-cp311-cp311-linux_armv7l.whl", hash = "sha256:69e1a8180868a2576f02356565f16635b99088da7df3d45aaa7e24e73a054e31"},
+    {file = "grpcio-1.74.0-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:8efe72fde5500f47aca1ef59495cb59c885afe04ac89dd11d810f2de87d935d4"},
+    {file = "grpcio-1.74.0-cp311-cp311-manylinux_2_17_aarch64.whl", hash = "sha256:a8f0302f9ac4e9923f98d8e243939a6fb627cd048f5cd38595c97e38020dffce"},
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+    {file = "grpcio-1.74.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c98e0b7434a7fa4e3e63f250456eaef52499fba5ae661c58cc5b5477d11e7182"},
+    {file = "grpcio-1.74.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:662456c4513e298db6d7bd9c3b8df6f75f8752f0ba01fb653e252ed4a59b5a5d"},
+    {file = "grpcio-1.74.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:3d14e3c4d65e19d8430a4e28ceb71ace4728776fd6c3ce34016947474479683f"},
+    {file = "grpcio-1.74.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:1bf949792cee20d2078323a9b02bacbbae002b9e3b9e2433f2741c15bdeba1c4"},
+    {file = "grpcio-1.74.0-cp311-cp311-win32.whl", hash = "sha256:55b453812fa7c7ce2f5c88be3018fb4a490519b6ce80788d5913f3f9d7da8c7b"},
+    {file = "grpcio-1.74.0-cp311-cp311-win_amd64.whl", hash = "sha256:86ad489db097141a907c559988c29718719aa3e13370d40e20506f11b4de0d11"},
+    {file = "grpcio-1.74.0-cp312-cp312-linux_armv7l.whl", hash = "sha256:8533e6e9c5bd630ca98062e3a1326249e6ada07d05acf191a77bc33f8948f3d8"},
+    {file = "grpcio-1.74.0-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:2918948864fec2a11721d91568effffbe0a02b23ecd57f281391d986847982f6"},
+    {file = "grpcio-1.74.0-cp312-cp312-manylinux_2_17_aarch64.whl", hash = "sha256:60d2d48b0580e70d2e1954d0d19fa3c2e60dd7cbed826aca104fff518310d1c5"},
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+    {file = "grpcio-1.74.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:176d60a5168d7948539def20b2a3adcce67d72454d9ae05969a2e73f3a0feee7"},
+    {file = "grpcio-1.74.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:e759f9e8bc908aaae0412642afe5416c9f983a80499448fcc7fab8692ae044c3"},
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+    {file = "grpcio-1.74.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:cce634b10aeab37010449124814b05a62fb5f18928ca878f1bf4750d1f0c815b"},
+    {file = "grpcio-1.74.0-cp312-cp312-win32.whl", hash = "sha256:885912559974df35d92219e2dc98f51a16a48395f37b92865ad45186f294096c"},
+    {file = "grpcio-1.74.0-cp312-cp312-win_amd64.whl", hash = "sha256:42f8fee287427b94be63d916c90399ed310ed10aadbf9e2e5538b3e497d269bc"},
+    {file = "grpcio-1.74.0-cp313-cp313-linux_armv7l.whl", hash = "sha256:2bc2d7d8d184e2362b53905cb1708c84cb16354771c04b490485fa07ce3a1d89"},
+    {file = "grpcio-1.74.0-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:c14e803037e572c177ba54a3e090d6eb12efd795d49327c5ee2b3bddb836bf01"},
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+    {file = "grpcio-1.74.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:566b9395b90cc3d0d0c6404bc8572c7c18786ede549cdb540ae27b58afe0fb91"},
+    {file = "grpcio-1.74.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e1ea6176d7dfd5b941ea01c2ec34de9531ba494d541fe2057c904e601879f249"},
+    {file = "grpcio-1.74.0-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:64229c1e9cea079420527fa8ac45d80fc1e8d3f94deaa35643c381fa8d98f362"},
+    {file = "grpcio-1.74.0-cp313-cp313-musllinux_1_1_i686.whl", hash = "sha256:0f87bddd6e27fc776aacf7ebfec367b6d49cad0455123951e4488ea99d9b9b8f"},
+    {file = "grpcio-1.74.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:3b03d8f2a07f0fea8c8f74deb59f8352b770e3900d143b3d1475effcb08eec20"},
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+    {file = "grpcio-1.74.0-cp313-cp313-win_amd64.whl", hash = "sha256:fd3c71aeee838299c5887230b8a1822795325ddfea635edd82954c1eaa831e24"},
+    {file = "grpcio-1.74.0-cp39-cp39-linux_armv7l.whl", hash = "sha256:4bc5fca10aaf74779081e16c2bcc3d5ec643ffd528d9e7b1c9039000ead73bae"},
+    {file = "grpcio-1.74.0-cp39-cp39-macosx_11_0_universal2.whl", hash = "sha256:6bab67d15ad617aff094c382c882e0177637da73cbc5532d52c07b4ee887a87b"},
+    {file = "grpcio-1.74.0-cp39-cp39-manylinux_2_17_aarch64.whl", hash = "sha256:655726919b75ab3c34cdad39da5c530ac6fa32696fb23119e36b64adcfca174a"},
+    {file = "grpcio-1.74.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1a2b06afe2e50ebfd46247ac3ba60cac523f54ec7792ae9ba6073c12daf26f0a"},
+    {file = "grpcio-1.74.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5f251c355167b2360537cf17bea2cf0197995e551ab9da6a0a59b3da5e8704f9"},
+    {file = "grpcio-1.74.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:8f7b5882fb50632ab1e48cb3122d6df55b9afabc265582808036b6e51b9fd6b7"},
+    {file = "grpcio-1.74.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:834988b6c34515545b3edd13e902c1acdd9f2465d386ea5143fb558f153a7176"},
+    {file = "grpcio-1.74.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:22b834cef33429ca6cc28303c9c327ba9a3fafecbf62fae17e9a7b7163cc43ac"},
+    {file = "grpcio-1.74.0-cp39-cp39-win32.whl", hash = "sha256:7d95d71ff35291bab3f1c52f52f474c632db26ea12700c2ff0ea0532cb0b5854"},
+    {file = "grpcio-1.74.0-cp39-cp39-win_amd64.whl", hash = "sha256:ecde9ab49f58433abe02f9ed076c7b5be839cf0153883a6d23995937a82392fa"},
+    {file = "grpcio-1.74.0.tar.gz", hash = "sha256:80d1f4fbb35b0742d3e3d3bb654b7381cd5f015f8497279a1e9c21ba623e01b1"},
+]
+
+[package.extras]
+protobuf = ["grpcio-tools (>=1.74.0)"]
+
 [[package]]
 name = "h11"
 version = "0.16.0"
@@ -1880,23 +1944,23 @@ langchain-core = ">=0.3.51,<1.0.0"
 
 [[package]]
 name = "langfuse"
-version = "3.3.0"
+version = "3.2.1"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
-    {file = "langfuse-3.3.0-py3-none-any.whl", hash = "sha256:12a3cc79f353181b5279385a0efb496368bfeacb7f1b1626df1ce4046d209770"},
-    {file = "langfuse-3.3.0.tar.gz", hash = "sha256:1d951604da304a3e26d0e967adc15e5593a8d57c37bb0febe6bb1a790092f4c5"},
+    {file = "langfuse-3.2.1-py3-none-any.whl", hash = "sha256:07a84e8c1eed6ac8e149bdda1431fd866e4aee741b66124316336fb2bc7e6a32"},
+    {file = "langfuse-3.2.1.tar.gz", hash = "sha256:f79b0380dfcf52c7525bb5d7f8e9d8786a6fc8b37867def047bb388930a7beb3"},
 ]
 
 [package.dependencies]
 backoff = ">=1.10.0"
 httpx = ">=0.15.4,<1.0"
 opentelemetry-api = ">=1.33.1,<2.0.0"
-opentelemetry-exporter-otlp-proto-http = ">=1.33.1,<2.0.0"
+opentelemetry-exporter-otlp = ">=1.33.1,<2.0.0"
 opentelemetry-sdk = ">=1.33.1,<2.0.0"
-packaging = ">=23.2,<26.0"
+packaging = ">=23.2,<25.0"
 pydantic = ">=1.10.7,<3.0"
 requests = ">=2,<3"
 wrapt = ">=1.14,<2.0"
@@ -2309,6 +2373,22 @@ files = [
 importlib-metadata = ">=6.0,<8.8.0"
 typing-extensions = ">=4.5.0"
 
+[[package]]
+name = "opentelemetry-exporter-otlp"
+version = "1.34.1"
+description = "OpenTelemetry Collector Exporters"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_exporter_otlp-1.34.1-py3-none-any.whl", hash = "sha256:f4a453e9cde7f6362fd4a090d8acf7881d1dc585540c7b65cbd63e36644238d4"},
+    {file = "opentelemetry_exporter_otlp-1.34.1.tar.gz", hash = "sha256:71c9ad342d665d9e4235898d205db17c5764cd7a69acb8a5dcd6d5e04c4c9988"},
+]
+
+[package.dependencies]
+opentelemetry-exporter-otlp-proto-grpc = "1.34.1"
+opentelemetry-exporter-otlp-proto-http = "1.34.1"
+
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-common"
 version = "1.34.1"
@@ -2324,6 +2404,27 @@ files = [
 [package.dependencies]
 opentelemetry-proto = "1.34.1"
 
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-grpc"
+version = "1.34.1"
+description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.34.1-py3-none-any.whl", hash = "sha256:04bb8b732b02295be79f8a86a4ad28fae3d4ddb07307a98c7aa6f331de18cca6"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.34.1.tar.gz", hash = "sha256:7c841b90caa3aafcfc4fee58487a6c71743c34c6dc1787089d8b0578bbd794dd"},
+]
+
+[package.dependencies]
+googleapis-common-protos = ">=1.52,<2.0"
+grpcio = {version = ">=1.66.2,<2.0.0", markers = "python_version >= \"3.13\""}
+opentelemetry-api = ">=1.15,<2.0"
+opentelemetry-exporter-otlp-proto-common = "1.34.1"
+opentelemetry-proto = "1.34.1"
+opentelemetry-sdk = ">=1.34.1,<1.35.0"
+typing-extensions = ">=4.5.0"
+
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-http"
 version = "1.34.1"
@@ -3081,7 +3182,7 @@ langchain = "^0.3.25"
 langchain-community = "0.3.27"
 langchain-core = "0.3.74"
 langchain-openai = "^0.3.27"
-langfuse = "3.3.0"
+langfuse = "3.2.1"
 oauthlib = "^3.2.2"
 openai = "^1.77.0"
 pydantic = "^2.11.4"
@@ -4041,4 +4142,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "ba1465c7a059af0591fd65a469f93796f96e9c4cc33e8e780c7741a034bdc74c"
+content-hash = "567b2368fd8d8c5e6905c764d92fcb3ae95ea0f404682a26e868ad854934b323"
diff --git a/libs/admin-api-lib/pyproject.toml b/libs/admin-api-lib/pyproject.toml
index 5a0c5189..ad42905e 100644
--- a/libs/admin-api-lib/pyproject.toml
+++ b/libs/admin-api-lib/pyproject.toml
@@ -104,7 +104,7 @@ python-dateutil = "^2.9.0.post0"
 tenacity = "9.1.2"
 boto3 = "^1.38.10"
 tqdm = "^4.67.1"
-langfuse = "3.3.0"
+langfuse = "3.2.1"
 redis = "^6.0.0"
 pyyaml = "^6.0.2"
 python-multipart = "^0.0.20"
diff --git a/libs/rag-core-api/poetry.lock b/libs/rag-core-api/poetry.lock
index f0da82b0..c35a382e 100644
--- a/libs/rag-core-api/poetry.lock
+++ b/libs/rag-core-api/poetry.lock
@@ -2213,23 +2213,23 @@ six = "*"
 
 [[package]]
 name = "langfuse"
-version = "3.3.0"
+version = "3.2.1"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
-    {file = "langfuse-3.3.0-py3-none-any.whl", hash = "sha256:12a3cc79f353181b5279385a0efb496368bfeacb7f1b1626df1ce4046d209770"},
-    {file = "langfuse-3.3.0.tar.gz", hash = "sha256:1d951604da304a3e26d0e967adc15e5593a8d57c37bb0febe6bb1a790092f4c5"},
+    {file = "langfuse-3.2.1-py3-none-any.whl", hash = "sha256:07a84e8c1eed6ac8e149bdda1431fd866e4aee741b66124316336fb2bc7e6a32"},
+    {file = "langfuse-3.2.1.tar.gz", hash = "sha256:f79b0380dfcf52c7525bb5d7f8e9d8786a6fc8b37867def047bb388930a7beb3"},
 ]
 
 [package.dependencies]
 backoff = ">=1.10.0"
 httpx = ">=0.15.4,<1.0"
 opentelemetry-api = ">=1.33.1,<2.0.0"
-opentelemetry-exporter-otlp-proto-http = ">=1.33.1,<2.0.0"
+opentelemetry-exporter-otlp = ">=1.33.1,<2.0.0"
 opentelemetry-sdk = ">=1.33.1,<2.0.0"
-packaging = ">=23.2,<26.0"
+packaging = ">=23.2,<25.0"
 pydantic = ">=1.10.7,<3.0"
 requests = ">=2,<3"
 wrapt = ">=1.14,<2.0"
@@ -2952,6 +2952,22 @@ files = [
 importlib-metadata = ">=6.0,<8.8.0"
 typing-extensions = ">=4.5.0"
 
+[[package]]
+name = "opentelemetry-exporter-otlp"
+version = "1.34.1"
+description = "OpenTelemetry Collector Exporters"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_exporter_otlp-1.34.1-py3-none-any.whl", hash = "sha256:f4a453e9cde7f6362fd4a090d8acf7881d1dc585540c7b65cbd63e36644238d4"},
+    {file = "opentelemetry_exporter_otlp-1.34.1.tar.gz", hash = "sha256:71c9ad342d665d9e4235898d205db17c5764cd7a69acb8a5dcd6d5e04c4c9988"},
+]
+
+[package.dependencies]
+opentelemetry-exporter-otlp-proto-grpc = "1.34.1"
+opentelemetry-exporter-otlp-proto-http = "1.34.1"
+
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-common"
 version = "1.34.1"
@@ -2967,6 +2983,27 @@ files = [
 [package.dependencies]
 opentelemetry-proto = "1.34.1"
 
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-grpc"
+version = "1.34.1"
+description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.34.1-py3-none-any.whl", hash = "sha256:04bb8b732b02295be79f8a86a4ad28fae3d4ddb07307a98c7aa6f331de18cca6"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.34.1.tar.gz", hash = "sha256:7c841b90caa3aafcfc4fee58487a6c71743c34c6dc1787089d8b0578bbd794dd"},
+]
+
+[package.dependencies]
+googleapis-common-protos = ">=1.52,<2.0"
+grpcio = {version = ">=1.66.2,<2.0.0", markers = "python_version >= \"3.13\""}
+opentelemetry-api = ">=1.15,<2.0"
+opentelemetry-exporter-otlp-proto-common = "1.34.1"
+opentelemetry-proto = "1.34.1"
+opentelemetry-sdk = ">=1.34.1,<1.35.0"
+typing-extensions = ">=4.5.0"
+
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-http"
 version = "1.34.1"
@@ -4197,7 +4234,7 @@ langchain = "^0.3.25"
 langchain-community = "0.3.27"
 langchain-core = "0.3.74"
 langchain-openai = "^0.3.27"
-langfuse = "3.3.0"
+langfuse = "3.2.1"
 oauthlib = "^3.2.2"
 openai = "^1.77.0"
 pydantic = "^2.11.4"
@@ -5364,4 +5401,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "2cabe166da8b8f1a6ca12015283e2c3444e994a4fe7aa290c44c05b30c2d840f"
+content-hash = "45f8fec18cfbc7ca45912290de3d0353093811274e7b7adca3c9e7e8fa8a638e"
diff --git a/libs/rag-core-api/pyproject.toml b/libs/rag-core-api/pyproject.toml
index 3fe8baff..4f897683 100644
--- a/libs/rag-core-api/pyproject.toml
+++ b/libs/rag-core-api/pyproject.toml
@@ -31,7 +31,7 @@ pytest-asyncio = "^0.26.0"
 langchain-community = "0.3.27"
 fastembed = "^0.7.0"
 langdetect = "^1.0.9"
-langfuse = "3.3.0"
+langfuse = "3.2.1"
 
 
 [tool.poetry.group.dev.dependencies]
diff --git a/libs/rag-core-lib/poetry.lock b/libs/rag-core-lib/poetry.lock
index b0b74528..624423fd 100644
--- a/libs/rag-core-lib/poetry.lock
+++ b/libs/rag-core-lib/poetry.lock
@@ -1340,6 +1340,70 @@ files = [
 docs = ["Sphinx", "furo"]
 test = ["objgraph", "psutil"]
 
+[[package]]
+name = "grpcio"
+version = "1.74.0"
+description = "HTTP/2-based RPC framework"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+    {file = "grpcio-1.74.0-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:68c8ebcca945efff9d86d8d6d7bfb0841cf0071024417e2d7f45c5e46b5b08eb"},
+    {file = "grpcio-1.74.0-cp310-cp310-manylinux_2_17_aarch64.whl", hash = "sha256:e154d230dc1bbbd78ad2fdc3039fa50ad7ffcf438e4eb2fa30bce223a70c7486"},
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+    {file = "grpcio-1.74.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:4e4181bfc24413d1e3a37a0b7889bea68d973d4b45dd2bc68bb766c140718f82"},
+    {file = "grpcio-1.74.0-cp310-cp310-win32.whl", hash = "sha256:1733969040989f7acc3d94c22f55b4a9501a30f6aaacdbccfaba0a3ffb255ab7"},
+    {file = "grpcio-1.74.0-cp310-cp310-win_amd64.whl", hash = "sha256:9e912d3c993a29df6c627459af58975b2e5c897d93287939b9d5065f000249b5"},
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+    {file = "grpcio-1.74.0-cp39-cp39-linux_armv7l.whl", hash = "sha256:4bc5fca10aaf74779081e16c2bcc3d5ec643ffd528d9e7b1c9039000ead73bae"},
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+    {file = "grpcio-1.74.0-cp39-cp39-manylinux_2_17_aarch64.whl", hash = "sha256:655726919b75ab3c34cdad39da5c530ac6fa32696fb23119e36b64adcfca174a"},
+    {file = "grpcio-1.74.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1a2b06afe2e50ebfd46247ac3ba60cac523f54ec7792ae9ba6073c12daf26f0a"},
+    {file = "grpcio-1.74.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5f251c355167b2360537cf17bea2cf0197995e551ab9da6a0a59b3da5e8704f9"},
+    {file = "grpcio-1.74.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:8f7b5882fb50632ab1e48cb3122d6df55b9afabc265582808036b6e51b9fd6b7"},
+    {file = "grpcio-1.74.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:834988b6c34515545b3edd13e902c1acdd9f2465d386ea5143fb558f153a7176"},
+    {file = "grpcio-1.74.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:22b834cef33429ca6cc28303c9c327ba9a3fafecbf62fae17e9a7b7163cc43ac"},
+    {file = "grpcio-1.74.0-cp39-cp39-win32.whl", hash = "sha256:7d95d71ff35291bab3f1c52f52f474c632db26ea12700c2ff0ea0532cb0b5854"},
+    {file = "grpcio-1.74.0-cp39-cp39-win_amd64.whl", hash = "sha256:ecde9ab49f58433abe02f9ed076c7b5be839cf0153883a6d23995937a82392fa"},
+    {file = "grpcio-1.74.0.tar.gz", hash = "sha256:80d1f4fbb35b0742d3e3d3bb654b7381cd5f015f8497279a1e9c21ba623e01b1"},
+]
+
+[package.extras]
+protobuf = ["grpcio-tools (>=1.74.0)"]
+
 [[package]]
 name = "h11"
 version = "0.16.0"
@@ -1773,23 +1837,23 @@ langchain-core = ">=0.3.72,<1.0.0"
 
 [[package]]
 name = "langfuse"
-version = "3.3.0"
+version = "3.2.1"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
-    {file = "langfuse-3.3.0-py3-none-any.whl", hash = "sha256:12a3cc79f353181b5279385a0efb496368bfeacb7f1b1626df1ce4046d209770"},
-    {file = "langfuse-3.3.0.tar.gz", hash = "sha256:1d951604da304a3e26d0e967adc15e5593a8d57c37bb0febe6bb1a790092f4c5"},
+    {file = "langfuse-3.2.1-py3-none-any.whl", hash = "sha256:07a84e8c1eed6ac8e149bdda1431fd866e4aee741b66124316336fb2bc7e6a32"},
+    {file = "langfuse-3.2.1.tar.gz", hash = "sha256:f79b0380dfcf52c7525bb5d7f8e9d8786a6fc8b37867def047bb388930a7beb3"},
 ]
 
 [package.dependencies]
 backoff = ">=1.10.0"
 httpx = ">=0.15.4,<1.0"
 opentelemetry-api = ">=1.33.1,<2.0.0"
-opentelemetry-exporter-otlp-proto-http = ">=1.33.1,<2.0.0"
+opentelemetry-exporter-otlp = ">=1.33.1,<2.0.0"
 opentelemetry-sdk = ">=1.33.1,<2.0.0"
-packaging = ">=23.2,<26.0"
+packaging = ">=23.2,<25.0"
 pydantic = ">=1.10.7,<3.0"
 requests = ">=2,<3"
 wrapt = ">=1.14,<2.0"
@@ -2202,6 +2266,22 @@ files = [
 importlib-metadata = ">=6.0,<8.8.0"
 typing-extensions = ">=4.5.0"
 
+[[package]]
+name = "opentelemetry-exporter-otlp"
+version = "1.34.1"
+description = "OpenTelemetry Collector Exporters"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_exporter_otlp-1.34.1-py3-none-any.whl", hash = "sha256:f4a453e9cde7f6362fd4a090d8acf7881d1dc585540c7b65cbd63e36644238d4"},
+    {file = "opentelemetry_exporter_otlp-1.34.1.tar.gz", hash = "sha256:71c9ad342d665d9e4235898d205db17c5764cd7a69acb8a5dcd6d5e04c4c9988"},
+]
+
+[package.dependencies]
+opentelemetry-exporter-otlp-proto-grpc = "1.34.1"
+opentelemetry-exporter-otlp-proto-http = "1.34.1"
+
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-common"
 version = "1.34.1"
@@ -2217,6 +2297,27 @@ files = [
 [package.dependencies]
 opentelemetry-proto = "1.34.1"
 
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-grpc"
+version = "1.34.1"
+description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.34.1-py3-none-any.whl", hash = "sha256:04bb8b732b02295be79f8a86a4ad28fae3d4ddb07307a98c7aa6f331de18cca6"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.34.1.tar.gz", hash = "sha256:7c841b90caa3aafcfc4fee58487a6c71743c34c6dc1787089d8b0578bbd794dd"},
+]
+
+[package.dependencies]
+googleapis-common-protos = ">=1.52,<2.0"
+grpcio = {version = ">=1.66.2,<2.0.0", markers = "python_version >= \"3.13\""}
+opentelemetry-api = ">=1.15,<2.0"
+opentelemetry-exporter-otlp-proto-common = "1.34.1"
+opentelemetry-proto = "1.34.1"
+opentelemetry-sdk = ">=1.34.1,<1.35.0"
+typing-extensions = ">=4.5.0"
+
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-http"
 version = "1.34.1"
@@ -3776,4 +3877,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "6422897ae221bb8a775b12edc3cf6545afbf638c22424e0c12810c3992c4d549"
+content-hash = "555e07ddd8d3d34a9368eb37f619ee0fa0a502970cb09b09f28e486e80a1e515"
diff --git a/libs/rag-core-lib/pyproject.toml b/libs/rag-core-lib/pyproject.toml
index f866e1e7..a01b3b44 100644
--- a/libs/rag-core-lib/pyproject.toml
+++ b/libs/rag-core-lib/pyproject.toml
@@ -18,7 +18,7 @@ pydantic-settings = "^2.2.1"
 pydantic = "^2.11.4"
 oauthlib = "^3.2.2"
 requests-oauthlib = "^2.0.0"
-langfuse = "3.3.0"
+langfuse = "3.2.1"
 deprecated = "^1.2.18"
 openai = "^1.77.0"
 langchain-core = "0.3.74"
diff --git a/services/admin-backend/poetry.lock b/services/admin-backend/poetry.lock
index 5085396d..b7cae939 100644
--- a/services/admin-backend/poetry.lock
+++ b/services/admin-backend/poetry.lock
@@ -13,8 +13,8 @@ develop = true
 [package.dependencies]
 boto3 = "^1.38.10"
 dependency-injector = "^4.46.0"
-fastapi = "^0.115.12"
-langfuse = "3.0.0"
+fastapi = "^0.116.0"
+langfuse = "3.2.1"
 python-dateutil = "^2.9.0.post0"
 python-multipart = "^0.0.20"
 pyyaml = "^6.0.2"
@@ -22,7 +22,7 @@ rag-core-lib = {path = "../rag-core-lib"}
 redis = "^6.0.0"
 tenacity = "9.1.2"
 tqdm = "^4.67.1"
-uvicorn = "^0.34.2"
+uvicorn = "^0.35.0"
 
 [package.source]
 type = "directory"
@@ -833,24 +833,25 @@ files = [
 
 [[package]]
 name = "fastapi"
-version = "0.115.14"
+version = "0.116.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "fastapi-0.115.14-py3-none-any.whl", hash = "sha256:6c0c8bf9420bd58f565e585036d971872472b4f7d3f6c73b698e10cffdefb3ca"},
-    {file = "fastapi-0.115.14.tar.gz", hash = "sha256:b1de15cdc1c499a4da47914db35d0e4ef8f1ce62b624e94e0e5824421df99739"},
+    {file = "fastapi-0.116.1-py3-none-any.whl", hash = "sha256:c46ac7c312df840f0c9e220f7964bada936781bc4e2e6eb71f1c4d7553786565"},
+    {file = "fastapi-0.116.1.tar.gz", hash = "sha256:ed52cbf946abfd70c5a0dccb24673f0670deeb517a88b3544d03c2a6bf283143"},
 ]
 
 [package.dependencies]
 pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
-starlette = ">=0.40.0,<0.47.0"
+starlette = ">=0.40.0,<0.48.0"
 typing-extensions = ">=4.8.0"
 
 [package.extras]
-all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
-standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[standard-no-fastapi-cloud-cli] (>=0.0.8)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
 
 [[package]]
 name = "filelock"
@@ -1892,23 +1893,23 @@ xai = ["langchain-xai"]
 
 [[package]]
 name = "langchain-community"
-version = "0.3.23"
+version = "0.3.27"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_community-0.3.23-py3-none-any.whl", hash = "sha256:7b5328e749df6bbaf8e60c53d810a95ab22f2d2262911b206b0fb582d58350b7"},
-    {file = "langchain_community-0.3.23.tar.gz", hash = "sha256:afb4b34d8b75fc00f78b2270e988bb48fff96b333d23fae05ab32d012940973f"},
+    {file = "langchain_community-0.3.27-py3-none-any.whl", hash = "sha256:581f97b795f9633da738ea95da9cb78f8879b538090c9b7a68c0aed49c828f0d"},
+    {file = "langchain_community-0.3.27.tar.gz", hash = "sha256:e1037c3b9da0c6d10bf06e838b034eb741e016515c79ef8f3f16e53ead33d882"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
 httpx-sse = ">=0.4.0,<1.0.0"
-langchain = ">=0.3.24,<1.0.0"
-langchain-core = ">=0.3.56,<1.0.0"
-langsmith = ">=0.1.125,<0.4"
+langchain = ">=0.3.26,<1.0.0"
+langchain-core = ">=0.3.66,<1.0.0"
+langsmith = ">=0.1.125"
 numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
 pydantic-settings = ">=2.4.0,<3.0.0"
 PyYAML = ">=5.3"
@@ -1918,20 +1919,20 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.68"
+version = "0.3.74"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.68-py3-none-any.whl", hash = "sha256:5e5c1fbef419590537c91b8c2d86af896fbcbaf0d5ed7fdcdd77f7d8f3467ba0"},
-    {file = "langchain_core-0.3.68.tar.gz", hash = "sha256:312e1932ac9aa2eaf111b70fdc171776fa571d1a86c1f873dcac88a094b19c6f"},
+    {file = "langchain_core-0.3.74-py3-none-any.whl", hash = "sha256:088338b5bc2f6a66892f9afc777992c24ee3188f41cbc603d09181e34a228ce7"},
+    {file = "langchain_core-0.3.74.tar.gz", hash = "sha256:ff604441aeade942fbcc0a3860a592daba7671345230c2078ba2eb5f82b6ba76"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
 langsmith = ">=0.3.45"
-packaging = ">=23.2,<25"
+packaging = ">=23.2"
 pydantic = ">=2.7.4"
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
@@ -1971,14 +1972,14 @@ langchain-core = ">=0.3.51,<1.0.0"
 
 [[package]]
 name = "langfuse"
-version = "3.0.0"
+version = "3.2.1"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
-    {file = "langfuse-3.0.0-py3-none-any.whl", hash = "sha256:5f493bd15760b15195cc71ec7aaa4f93008058a1f5dfe4b32f72f31cbdc6f605"},
-    {file = "langfuse-3.0.0.tar.gz", hash = "sha256:c47449ae93a3007efee6b861484f529efb187ddbfb5093e0cb94b84636e0a605"},
+    {file = "langfuse-3.2.1-py3-none-any.whl", hash = "sha256:07a84e8c1eed6ac8e149bdda1431fd866e4aee741b66124316336fb2bc7e6a32"},
+    {file = "langfuse-3.2.1.tar.gz", hash = "sha256:f79b0380dfcf52c7525bb5d7f8e9d8786a6fc8b37867def047bb388930a7beb3"},
 ]
 
 [package.dependencies]
@@ -3187,10 +3188,10 @@ develop = false
 deprecated = "^1.2.18"
 flashrank = "^0.2.10"
 langchain = "^0.3.25"
-langchain-community = "0.3.23"
-langchain-core = "0.3.68"
+langchain-community = "0.3.27"
+langchain-core = "0.3.74"
 langchain-openai = "^0.3.27"
-langfuse = "3.0.0"
+langfuse = "3.2.1"
 oauthlib = "^3.2.2"
 openai = "^1.77.0"
 pydantic = "^2.11.4"
@@ -3789,14 +3790,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.34.3"
+version = "0.35.0"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "uvicorn-0.34.3-py3-none-any.whl", hash = "sha256:16246631db62bdfbf069b0645177d6e8a77ba950cfedbfd093acef9444e4d885"},
-    {file = "uvicorn-0.34.3.tar.gz", hash = "sha256:35919a9a979d7a59334b6b10e05d77c1d0d574c50e0fc98b8b1a0f165708b55a"},
+    {file = "uvicorn-0.35.0-py3-none-any.whl", hash = "sha256:197535216b25ff9b785e29a0b79199f55222193d47f820816e7da751e9bc8d4a"},
+    {file = "uvicorn-0.35.0.tar.gz", hash = "sha256:bc662f087f7cf2ce11a1d7fd70b90c9f98ef2e2831556dd078d131b96cc94a01"},
 ]
 
 [package.dependencies]
diff --git a/services/document-extractor/poetry.lock b/services/document-extractor/poetry.lock
index 894b921c..baf04052 100644
--- a/services/document-extractor/poetry.lock
+++ b/services/document-extractor/poetry.lock
@@ -1054,7 +1054,7 @@ fastapi = "^0.116.0"
 fasttext = {git = "https://github.com/cfculhane/fastText", rev = "4a4451337ae6b476b9c584b97776c8c3eb4b27c5"}
 html5lib = "^1.1"
 langchain-community = "^0.3.23"
-langchain-core = "0.3.72"
+langchain-core = "0.3.74"
 lxml = "^5.4.0"
 markdownify = "^1.1.0"
 numpy = "^2.2.5"
@@ -1072,7 +1072,7 @@ python-multipart = "^0.0.20"
 pyyaml = "^6.0.2"
 requests-oauthlib = "^2.0.0"
 tabulate = "^0.9.0"
-unstructured = {version = "0.18.11", extras = ["docx", "pptx"]}
+unstructured = {version = "0.18.13", extras = ["docx", "pptx"]}
 uvicorn = "^0.35.0"
 wheel = "^0.45.1"
 
@@ -2008,14 +2008,14 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.72"
+version = "0.3.74"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.72-py3-none-any.whl", hash = "sha256:9fa15d390600eb6b6544397a7aa84be9564939b6adf7a2b091179ea30405b240"},
-    {file = "langchain_core-0.3.72.tar.gz", hash = "sha256:4de3828909b3d7910c313242ab07b241294650f5cb6eac17738dd3638b1cd7de"},
+    {file = "langchain_core-0.3.74-py3-none-any.whl", hash = "sha256:088338b5bc2f6a66892f9afc777992c24ee3188f41cbc603d09181e34a228ce7"},
+    {file = "langchain_core-0.3.74.tar.gz", hash = "sha256:ff604441aeade942fbcc0a3860a592daba7671345230c2078ba2eb5f82b6ba76"},
 ]
 
 [package.dependencies]
@@ -4412,14 +4412,14 @@ files = [
 
 [[package]]
 name = "unstructured"
-version = "0.18.11"
+version = "0.18.13"
 description = "A library that prepares raw documents for downstream ML tasks."
 optional = false
 python-versions = ">=3.10.0"
 groups = ["main"]
 files = [
-    {file = "unstructured-0.18.11-py3-none-any.whl", hash = "sha256:85aec87032177b826ec278e57e3f74ef3a2aa7e887ab137875e572293cf9659b"},
-    {file = "unstructured-0.18.11.tar.gz", hash = "sha256:cf177d2a212a8bcd3a5a6750d8400c079764d30dabdb6605e7ba0a65679e00a0"},
+    {file = "unstructured-0.18.13-py3-none-any.whl", hash = "sha256:cd4e3a9fe456b9e305e1e9669a444498b2b18f1f13d07a449816ff5849ddd998"},
+    {file = "unstructured-0.18.13.tar.gz", hash = "sha256:3ca6034d8647fef5c26b39bacae3d90a5f530f520bfd80f0e964bd5e084a0d50"},
 ]
 
 [package.dependencies]
diff --git a/services/rag-backend/poetry.lock b/services/rag-backend/poetry.lock
index e5e78b28..e84a4d3e 100644
--- a/services/rag-backend/poetry.lock
+++ b/services/rag-backend/poetry.lock
@@ -523,11 +523,11 @@ description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 groups = ["main", "dev"]
+markers = "platform_system == \"Windows\" or sys_platform == \"win32\""
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
-markers = {main = "platform_system == \"Windows\" or sys_platform == \"win32\"", dev = "sys_platform == \"win32\" or platform_system == \"Windows\""}
 
 [[package]]
 name = "coloredlogs"
@@ -834,6 +834,23 @@ files = [
     {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
 ]
 
+[[package]]
+name = "docstring-parser"
+version = "0.17.0"
+description = "Parse Python docstrings in reST, Google and Numpydoc format"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "docstring_parser-0.17.0-py3-none-any.whl", hash = "sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708"},
+    {file = "docstring_parser-0.17.0.tar.gz", hash = "sha256:583de4a309722b3315439bb31d64ba3eebada841f2e2cee23b99df001434c912"},
+]
+
+[package.extras]
+dev = ["pre-commit (>=2.16.0) ; python_version >= \"3.9\"", "pydoctor (>=25.4.0)", "pytest"]
+docs = ["pydoctor (>=25.4.0)"]
+test = ["pytest"]
+
 [[package]]
 name = "eradicate"
 version = "2.3.0"
@@ -848,35 +865,36 @@ files = [
 
 [[package]]
 name = "fastapi"
-version = "0.115.14"
+version = "0.116.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "fastapi-0.115.14-py3-none-any.whl", hash = "sha256:6c0c8bf9420bd58f565e585036d971872472b4f7d3f6c73b698e10cffdefb3ca"},
-    {file = "fastapi-0.115.14.tar.gz", hash = "sha256:b1de15cdc1c499a4da47914db35d0e4ef8f1ce62b624e94e0e5824421df99739"},
+    {file = "fastapi-0.116.1-py3-none-any.whl", hash = "sha256:c46ac7c312df840f0c9e220f7964bada936781bc4e2e6eb71f1c4d7553786565"},
+    {file = "fastapi-0.116.1.tar.gz", hash = "sha256:ed52cbf946abfd70c5a0dccb24673f0670deeb517a88b3544d03c2a6bf283143"},
 ]
 
 [package.dependencies]
 pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
-starlette = ">=0.40.0,<0.47.0"
+starlette = ">=0.40.0,<0.48.0"
 typing-extensions = ">=4.8.0"
 
 [package.extras]
-all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
-standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.8)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+standard-no-fastapi-cloud-cli = ["email-validator (>=2.0.0)", "fastapi-cli[standard-no-fastapi-cloud-cli] (>=0.0.8)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
 
 [[package]]
 name = "fastembed"
-version = "0.6.1"
+version = "0.7.3"
 description = "Fast, light, accurate library built for retrieval embedding generation"
 optional = false
 python-versions = ">=3.9.0"
 groups = ["main"]
 files = [
-    {file = "fastembed-0.6.1-py3-none-any.whl", hash = "sha256:89bfe07d3e12ae84474f0c85a6416ffbded25c72af43ac7ebf39acf309046044"},
-    {file = "fastembed-0.6.1.tar.gz", hash = "sha256:9c69ce389700eaa267eb9f488ecced94273d973be3fa933e6a9f807df3da5d96"},
+    {file = "fastembed-0.7.3-py3-none-any.whl", hash = "sha256:a377b57843abd773318042960be39f1aef29827530acb98b035a554742a85cdf"},
+    {file = "fastembed-0.7.3.tar.gz", hash = "sha256:04e95eb5ccc706513166c23bf8e5429ed160c5783b7b11514431a77624d480a5"},
 ]
 
 [package.dependencies]
@@ -1417,6 +1435,40 @@ test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto
 test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
 tqdm = ["tqdm"]
 
+[[package]]
+name = "gitdb"
+version = "4.0.12"
+description = "Git Object Database"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "gitdb-4.0.12-py3-none-any.whl", hash = "sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf"},
+    {file = "gitdb-4.0.12.tar.gz", hash = "sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571"},
+]
+
+[package.dependencies]
+smmap = ">=3.0.1,<6"
+
+[[package]]
+name = "gitpython"
+version = "3.1.45"
+description = "GitPython is a Python library used to interact with Git repositories"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "gitpython-3.1.45-py3-none-any.whl", hash = "sha256:8908cb2e02fb3b93b7eb0f2827125cb699869470432cc885f019b8fd0fccff77"},
+    {file = "gitpython-3.1.45.tar.gz", hash = "sha256:85b0ee964ceddf211c41b9f27a49086010a190fd8132a24e21f362a4b36a791c"},
+]
+
+[package.dependencies]
+gitdb = ">=4.0.1,<5"
+
+[package.extras]
+doc = ["sphinx (>=7.1.2,<7.2)", "sphinx-autodoc-typehints", "sphinx_rtd_theme"]
+test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock ; python_version < \"3.8\"", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions ; python_version < \"3.11\""]
+
 [[package]]
 name = "googleapis-common-protos"
 version = "1.70.0"
@@ -1807,6 +1859,74 @@ files = [
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
 ]
 
+[[package]]
+name = "instructor"
+version = "1.11.2"
+description = "structured outputs for llm"
+optional = false
+python-versions = "<4.0,>=3.9"
+groups = ["main"]
+files = [
+    {file = "instructor-1.11.2-py3-none-any.whl", hash = "sha256:f7bc1094bcb7c6494d53ff284fe6a6737eb5e343945693c198e253ee7496fe82"},
+    {file = "instructor-1.11.2.tar.gz", hash = "sha256:e9ad4e2e0450a0840720bd2be034ffdfd7a65262ebdb854e7b2969886e1a2576"},
+]
+
+[package.dependencies]
+aiohttp = ">=3.9.1,<4.0.0"
+diskcache = ">=5.6.3"
+docstring-parser = ">=0.16,<1.0"
+jinja2 = ">=3.1.4,<4.0.0"
+jiter = ">=0.6.1,<0.11"
+openai = ">=1.70.0,<2.0.0"
+pydantic = ">=2.8.0,<3.0.0"
+pydantic-core = ">=2.18.0,<3.0.0"
+requests = ">=2.32.3,<3.0.0"
+rich = ">=13.7.0,<15.0.0"
+tenacity = ">=8.2.3,<10.0.0"
+typer = ">=0.9.0,<1.0.0"
+
+[package.extras]
+anthropic = ["anthropic (==0.53.0)", "xmltodict (>=0.13,<0.15)"]
+bedrock = ["boto3 (>=1.34.0,<2.0.0)"]
+cerebras-cloud-sdk = ["cerebras-cloud-sdk (>=1.5.0,<2.0.0)"]
+cohere = ["cohere (>=5.1.8,<6.0.0)"]
+datasets = ["datasets (>=3.0.1,<4.0.0)"]
+dev = ["coverage (>=7.3.2,<8.0.0)", "jsonref (>=1.1.0,<2.0.0)", "pre-commit (>=4.2.0)", "pyright (<2.0.0)", "pytest (>=8.3.3,<9.0.0)", "pytest-asyncio (>=0.24.0,<1.0.0)", "pytest-examples (>=0.0.15)", "pytest-xdist (>=3.8.0)", "python-dotenv (>=1.0.1)"]
+docs = ["mkdocs (>=1.6.1,<2.0.0)", "mkdocs-jupyter (>=0.24.6,<0.26.0)", "mkdocs-material (>=9.6.14)", "mkdocs-material-extensions (>=1.3.1)", "mkdocs-material[imaging] (>=9.5.9,<10.0.0)", "mkdocs-minify-plugin (>=0.8.0,<1.0.0)", "mkdocs-redirects (>=1.2.1,<2.0.0)", "mkdocs-rss-plugin (>=1.12.0,<2.0.0)", "mkdocstrings (>=0.27.1,<0.30.0)", "mkdocstrings-python (>=1.12.2,<2.0.0)", "pytest-examples (>=0.0.15)"]
+fireworks-ai = ["fireworks-ai (>=0.15.4,<1.0.0)"]
+google-genai = ["google-genai (>=1.5.0)", "jsonref (>=1.1.0,<2.0.0)"]
+graphviz = ["graphviz (>=0.20.3,<1.0.0)"]
+groq = ["groq (>=0.4.2,<0.27.0)"]
+litellm = ["litellm (>=1.35.31,<2.0.0)"]
+mistral = ["mistralai (>=1.5.1,<2.0.0)"]
+perplexity = ["openai (>=1.52.0,<2.0.0)"]
+phonenumbers = ["phonenumbers (>=8.13.33,<10.0.0)"]
+pydub = ["pydub (>=0.25.1,<1.0.0)"]
+sqlmodel = ["sqlmodel (>=0.0.22,<1.0.0)"]
+test-docs = ["diskcache (>=5.6.3,<6.0.0)", "fastapi (>=0.109.2,<0.116.0)", "litellm (>=1.35.31,<2.0.0)", "mistralai (>=1.5.1,<2.0.0)", "pandas (>=2.2.0,<3.0.0)", "pydantic-extra-types (>=2.6.0,<3.0.0)", "redis (>=5.0.1,<7.0.0)", "tabulate (>=0.9.0,<1.0.0)"]
+trafilatura = ["trafilatura (>=1.12.2,<3.0.0)"]
+vertexai = ["google-cloud-aiplatform (>=1.53.0,<2.0.0)", "jsonref (>=1.1.0,<2.0.0)"]
+writer = ["writer-sdk (>=2.2.0,<3.0.0)"]
+xai = ["python-dotenv (>=1.0.0)", "xai-sdk (>=0.2.0) ; python_version >= \"3.10\""]
+
+[[package]]
+name = "jinja2"
+version = "3.1.6"
+description = "A very fast and expressive template engine."
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"},
+    {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"},
+]
+
+[package.dependencies]
+MarkupSafe = ">=2.0"
+
+[package.extras]
+i18n = ["Babel (>=2.7)"]
+
 [[package]]
 name = "jiter"
 version = "0.10.0"
@@ -1963,23 +2083,23 @@ xai = ["langchain-xai"]
 
 [[package]]
 name = "langchain-community"
-version = "0.3.23"
+version = "0.3.27"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_community-0.3.23-py3-none-any.whl", hash = "sha256:7b5328e749df6bbaf8e60c53d810a95ab22f2d2262911b206b0fb582d58350b7"},
-    {file = "langchain_community-0.3.23.tar.gz", hash = "sha256:afb4b34d8b75fc00f78b2270e988bb48fff96b333d23fae05ab32d012940973f"},
+    {file = "langchain_community-0.3.27-py3-none-any.whl", hash = "sha256:581f97b795f9633da738ea95da9cb78f8879b538090c9b7a68c0aed49c828f0d"},
+    {file = "langchain_community-0.3.27.tar.gz", hash = "sha256:e1037c3b9da0c6d10bf06e838b034eb741e016515c79ef8f3f16e53ead33d882"},
 ]
 
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 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
 httpx-sse = ">=0.4.0,<1.0.0"
-langchain = ">=0.3.24,<1.0.0"
-langchain-core = ">=0.3.56,<1.0.0"
-langsmith = ">=0.1.125,<0.4"
+langchain = ">=0.3.26,<1.0.0"
+langchain-core = ">=0.3.66,<1.0.0"
+langsmith = ">=0.1.125"
 numpy = {version = ">=2.1.0", markers = "python_version >= \"3.13\""}
 pydantic-settings = ">=2.4.0,<3.0.0"
 PyYAML = ">=5.3"
@@ -1989,20 +2109,20 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.68"
+version = "0.3.74"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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-    {file = "langchain_core-0.3.68.tar.gz", hash = "sha256:312e1932ac9aa2eaf111b70fdc171776fa571d1a86c1f873dcac88a094b19c6f"},
+    {file = "langchain_core-0.3.74-py3-none-any.whl", hash = "sha256:088338b5bc2f6a66892f9afc777992c24ee3188f41cbc603d09181e34a228ce7"},
+    {file = "langchain_core-0.3.74.tar.gz", hash = "sha256:ff604441aeade942fbcc0a3860a592daba7671345230c2078ba2eb5f82b6ba76"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
 langsmith = ">=0.3.45"
-packaging = ">=23.2,<25"
+packaging = ">=23.2"
 pydantic = ">=2.7.4"
 PyYAML = ">=5.3"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
@@ -2093,14 +2213,14 @@ six = "*"
 
 [[package]]
 name = "langfuse"
-version = "3.0.0"
+version = "3.2.1"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
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-    {file = "langfuse-3.0.0.tar.gz", hash = "sha256:c47449ae93a3007efee6b861484f529efb187ddbfb5093e0cb94b84636e0a605"},
+    {file = "langfuse-3.2.1-py3-none-any.whl", hash = "sha256:07a84e8c1eed6ac8e149bdda1431fd866e4aee741b66124316336fb2bc7e6a32"},
+    {file = "langfuse-3.2.1.tar.gz", hash = "sha256:f79b0380dfcf52c7525bb5d7f8e9d8786a6fc8b37867def047bb388930a7beb3"},
 ]
 
 [package.dependencies]
@@ -2120,21 +2240,21 @@ openai = ["openai (>=0.27.8)"]
 
 [[package]]
 name = "langgraph"
-version = "0.4.10"
+version = "0.6.6"
 description = "Building stateful, multi-actor applications with LLMs"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "langgraph-0.6.6-py3-none-any.whl", hash = "sha256:a2283a5236abba6c8307c1a485c04e8a0f0ffa2be770878782a7bf2deb8d7954"},
+    {file = "langgraph-0.6.6.tar.gz", hash = "sha256:e7d3cefacf356f8c01721b166b67b3bf581659d5361a3530f59ecd9b8448eca7"},
 ]
 
 [package.dependencies]
 langchain-core = ">=0.1"
-langgraph-checkpoint = ">=2.0.26"
-langgraph-prebuilt = ">=0.2.0"
-langgraph-sdk = ">=0.1.42"
+langgraph-checkpoint = ">=2.1.0,<3.0.0"
+langgraph-prebuilt = ">=0.6.0,<0.7.0"
+langgraph-sdk = ">=0.2.2,<0.3.0"
 pydantic = ">=2.7.4"
 xxhash = ">=3.5.0"
 
@@ -2156,30 +2276,30 @@ ormsgpack = ">=1.10.0"
 
 [[package]]
 name = "langgraph-prebuilt"
-version = "0.5.2"
+version = "0.6.4"
 description = "Library with high-level APIs for creating and executing LangGraph agents and tools."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "langgraph_prebuilt-0.6.4.tar.gz", hash = "sha256:e9e53b906ee5df46541d1dc5303239e815d3ec551e52bb03dd6463acc79ec28f"},
 ]
 
 [package.dependencies]
 langchain-core = ">=0.3.67"
-langgraph-checkpoint = ">=2.1.0"
+langgraph-checkpoint = ">=2.1.0,<3.0.0"
 
 [[package]]
 name = "langgraph-sdk"
-version = "0.1.72"
+version = "0.2.4"
 description = "SDK for interacting with LangGraph API"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "langgraph_sdk-0.2.4-py3-none-any.whl", hash = "sha256:b9dfbe77abc86ee6280b6d328320b7e1ca2b303b5fd89540dc5a28f780222cd1"},
+    {file = "langgraph_sdk-0.2.4.tar.gz", hash = "sha256:65c37fdb1d6f572deb7d5dda45aab79916c13c276a1e08b29309ae7729567a36"},
 ]
 
 [package.dependencies]
@@ -2238,7 +2358,7 @@ version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
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@@ -2257,6 +2377,77 @@ profiling = ["gprof2dot"]
 rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
 testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
+[[package]]
+name = "markupsafe"
+version = "3.0.2"
+description = "Safely add untrusted strings to HTML/XML markup."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+    {file = "MarkupSafe-3.0.2-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:3169b1eefae027567d1ce6ee7cae382c57fe26e82775f460f0b2778beaad66c0"},
+    {file = "MarkupSafe-3.0.2-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:eb7972a85c54febfb25b5c4b4f3af4dcc731994c7da0d8a0b4a6eb0640e1d178"},
+    {file = "MarkupSafe-3.0.2-cp39-cp39-win32.whl", hash = "sha256:8c4e8c3ce11e1f92f6536ff07154f9d49677ebaaafc32db9db4620bc11ed480f"},
+    {file = "MarkupSafe-3.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:6e296a513ca3d94054c2c881cc913116e90fd030ad1c656b3869762b754f5f8a"},
+    {file = "markupsafe-3.0.2.tar.gz", hash = "sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0"},
+]
+
 [[package]]
 name = "marshmallow"
 version = "3.26.1"
@@ -2295,7 +2486,7 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -4040,24 +4231,24 @@ develop = true
 datasets = "^3.5.1"
 dependency-injector = "^4.46.0"
 deprecated = "^1.2.18"
-fastapi = "^0.115.2"
-fastembed = "^0.6.1"
+fastapi = "^0.116.0"
+fastembed = "^0.7.0"
 flashrank = "^0.2.10"
-langchain-community = "0.3.23"
+langchain-community = "0.3.27"
 langchain-ollama = "^0.3.2"
 langchain-qdrant = "^0.2.0"
 langdetect = "^1.0.9"
-langfuse = "3.0.0"
-langgraph = "^0.4.2"
+langfuse = "3.2.1"
+langgraph = "^0.6.0"
 openai = "^1.77.0"
 pillow = "^11.2.1"
 pytest-asyncio = "^0.26.0"
 pyyaml = "^6.0.2"
 qdrant-client = "^1.14.2"
 rag-core-lib = {path = "../rag-core-lib", develop = true}
-ragas = "^0.2.15"
+ragas = "^0.3.0"
 requests-oauthlib = "^2.0.0"
-uvicorn = "^0.34.2"
+uvicorn = "^0.35.0"
 
 [package.source]
 type = "directory"
@@ -4077,10 +4268,10 @@ develop = true
 deprecated = "^1.2.18"
 flashrank = "^0.2.10"
 langchain = "^0.3.25"
-langchain-community = "0.3.23"
-langchain-core = "0.3.68"
+langchain-community = "0.3.27"
+langchain-core = "0.3.74"
 langchain-openai = "^0.3.27"
-langfuse = "3.0.0"
+langfuse = "3.2.1"
 oauthlib = "^3.2.2"
 openai = "^1.77.0"
 pydantic = "^2.11.4"
@@ -4093,35 +4284,42 @@ url = "../../libs/rag-core-lib"
 
 [[package]]
 name = "ragas"
-version = "0.2.15"
-description = ""
+version = "0.3.2"
+description = "Evaluation framework for RAG and LLM applications"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "ragas-0.2.15-py3-none-any.whl", hash = "sha256:298cd3d1fe3bd21ca4d31023a55079740d7bdd27a8c915bb371cec3c50cde608"},
-    {file = "ragas-0.2.15.tar.gz", hash = "sha256:2d0cd77b315a9c9c02ceb0a19ca8a48e82e1d02416587a2944ea51e6e327cd7b"},
+    {file = "ragas-0.3.2-py3-none-any.whl", hash = "sha256:ccf4447fdc6daf69b5fafb26d8baa5095e4194a4dc87091b2a118f68322e7f1b"},
+    {file = "ragas-0.3.2.tar.gz", hash = "sha256:a800a5326f0d5bfa086cf8832d4b1031e4b21ff063f83d7d9388ee36e1a93fe6"},
 ]
 
 [package.dependencies]
 appdirs = "*"
 datasets = "*"
 diskcache = ">=5.6.3"
+gitpython = "*"
+instructor = "*"
 langchain = "*"
 langchain-community = "*"
 langchain-core = "*"
 langchain_openai = "*"
 nest-asyncio = "*"
 numpy = "*"
-openai = ">1"
-pydantic = ">=2"
+openai = ">=1.0.0"
+pillow = ">=10.4.0"
+pydantic = ">=2.0.0"
+rich = "*"
 tiktoken = "*"
+tqdm = "*"
+typer = "*"
 
 [package.extras]
-all = ["datacompy", "llama_index", "nltk", "pandas", "r2r", "rapidfuzz", "rouge_score", "sentence-transformers", "transformers"]
-dev = ["black[jupyter]", "datacompy", "fastembed", "graphene", "haystack-ai", "isort", "llama_index", "nltk", "notebook", "pandas", "pyright", "r2r", "rapidfuzz", "rich", "rouge_score", "ruff", "sacrebleu", "sentence-transformers", "sphinx-autobuild", "transformers"]
-docs = ["mkdocs (>=1.6.1)", "mkdocs-autorefs", "mkdocs-gen-files", "mkdocs-git-committers-plugin-2", "mkdocs-git-revision-date-localized-plugin", "mkdocs-glightbox", "mkdocs-literate-nav", "mkdocs-material", "mkdocs-material[imaging]", "mkdocs-section-index", "mkdocstrings[python]"]
-test = ["llama_index", "nbmake", "pytest", "pytest-asyncio", "pytest-xdist[psutil]"]
+ai-frameworks = ["haystack-ai"]
+all = ["datacompy", "llama_index", "nltk", "pandas", "r2r", "rapidfuzz", "rouge_score", "sacrebleu", "sentence-transformers", "transformers"]
+examples = ["openai (>=1.0.0)"]
+gdrive = ["google-api-python-client (>=2.178.0)", "google-auth (>=2.40.3)", "google-auth-oauthlib (>=1.2.2)"]
+tracing = ["langfuse (>=3.2.4)", "mlflow (>=3.1.4)"]
 
 [[package]]
 name = "regex"
@@ -4289,7 +4487,7 @@ version = "14.0.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "rich-14.0.0-py3-none-any.whl", hash = "sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0"},
     {file = "rich-14.0.0.tar.gz", hash = "sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725"},
@@ -4323,6 +4521,18 @@ enabler = ["pytest-enabler (>=2.2)"]
 test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
 type = ["importlib_metadata (>=7.0.2) ; python_version < \"3.10\"", "jaraco.develop (>=7.21) ; sys_platform != \"cygwin\"", "mypy (==1.14.*)", "pytest-mypy"]
 
+[[package]]
+name = "shellingham"
+version = "1.5.4"
+description = "Tool to Detect Surrounding Shell"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"},
+    {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"},
+]
+
 [[package]]
 name = "six"
 version = "1.17.0"
@@ -4335,6 +4545,18 @@ files = [
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
 
+[[package]]
+name = "smmap"
+version = "5.0.2"
+description = "A pure Python implementation of a sliding window memory map manager"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "smmap-5.0.2-py3-none-any.whl", hash = "sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e"},
+    {file = "smmap-5.0.2.tar.gz", hash = "sha256:26ea65a03958fa0c8a1c7e8c7a58fdc77221b8910f6be2131affade476898ad5"},
+]
+
 [[package]]
 name = "sniffio"
 version = "1.3.1"
@@ -4613,6 +4835,24 @@ notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
+[[package]]
+name = "typer"
+version = "0.17.3"
+description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "typer-0.17.3-py3-none-any.whl", hash = "sha256:643919a79182ab7ac7581056d93c6a2b865b026adf2872c4d02c72758e6f095b"},
+    {file = "typer-0.17.3.tar.gz", hash = "sha256:0c600503d472bcf98d29914d4dcd67f80c24cc245395e2e00ba3603c9332e8ba"},
+]
+
+[package.dependencies]
+click = ">=8.0.0"
+rich = ">=10.11.0"
+shellingham = ">=1.3.0"
+typing-extensions = ">=3.7.4.3"
+
 [[package]]
 name = "typing-extensions"
 version = "4.14.1"
@@ -4688,14 +4928,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.34.3"
+version = "0.35.0"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "uvicorn-0.34.3-py3-none-any.whl", hash = "sha256:16246631db62bdfbf069b0645177d6e8a77ba950cfedbfd093acef9444e4d885"},
-    {file = "uvicorn-0.34.3.tar.gz", hash = "sha256:35919a9a979d7a59334b6b10e05d77c1d0d574c50e0fc98b8b1a0f165708b55a"},
+    {file = "uvicorn-0.35.0-py3-none-any.whl", hash = "sha256:197535216b25ff9b785e29a0b79199f55222193d47f820816e7da751e9bc8d4a"},
+    {file = "uvicorn-0.35.0.tar.gz", hash = "sha256:bc662f087f7cf2ce11a1d7fd70b90c9f98ef2e2831556dd078d131b96cc94a01"},
 ]
 
 [package.dependencies]

From 4e2c334cc7ba2a78c9aeafb5dd316082539091ae Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Tue, 2 Sep 2025 13:16:32 +0200
Subject: [PATCH 13/17] refactor: update DependencyContainer and
 ConfluenceExtractor for improved summarization handling

---
 .../src/admin_api_lib/dependency_container.py |   7 +-
 .../impl/extractors/confluence_extractor.py   | 136 +++++++++++-------
 .../evaluator/langfuse_ragas_evaluator.py     | 116 ++++++++-------
 .../rag_core_lib/tracers/traced_runnable.py   |   8 +-
 4 files changed, 150 insertions(+), 117 deletions(-)

diff --git a/libs/admin-api-lib/src/admin_api_lib/dependency_container.py b/libs/admin-api-lib/src/admin_api_lib/dependency_container.py
index 0612ef7a..798cda18 100644
--- a/libs/admin-api-lib/src/admin_api_lib/dependency_container.py
+++ b/libs/admin-api-lib/src/admin_api_lib/dependency_container.py
@@ -138,14 +138,9 @@ class DependencyContainer(DeclarativeContainer):
         chunker=summary_text_splitter,
         semaphore=Singleton(AsyncThreadsafeSemaphore, summarizer_settings.maximum_concurrreny),
     )
-    traced_summarizer = Singleton(
-        LangfuseTracedRunnable,
-        inner_chain=summarizer,
-        settings=langfuse_settings,
-    )
 
     summary_enhancer = List(
-        Singleton(PageSummaryEnhancer, traced_summarizer, chunker_settings),
+        Singleton(PageSummaryEnhancer, summarizer, chunker_settings),
     )
     untraced_information_enhancer = Singleton(
         GeneralEnhancer,
diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py
index 0c025062..1d5b5d09 100644
--- a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py
+++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py
@@ -1,72 +1,104 @@
-"""Module for the DefaultConfluenceExtractor class."""
+"""Module for the LangchainSummarizer class."""
 
 import logging
-from langchain_community.document_loaders import ConfluenceLoader
-
-from extractor_api_lib.impl.types.extractor_types import ExtractorTypes
-from extractor_api_lib.models.dataclasses.internal_information_piece import InternalInformationPiece
-from extractor_api_lib.models.extraction_parameters import ExtractionParameters
-from extractor_api_lib.extractors.information_extractor import InformationExtractor
-from extractor_api_lib.impl.mapper.confluence_langchain_document2information_piece import (
-    ConfluenceLangchainDocument2InformationPiece,
+import traceback
+from typing import Optional
+
+from langchain.text_splitter import RecursiveCharacterTextSplitter
+from langchain_core.documents import Document
+from langchain_core.runnables import Runnable, RunnableConfig, ensure_config
+
+from admin_api_lib.summarizer.summarizer import (
+    Summarizer,
+    SummarizerInput,
+    SummarizerOutput,
 )
+from rag_core_lib.impl.langfuse_manager.langfuse_manager import LangfuseManager
+from rag_core_lib.impl.utils.async_threadsafe_semaphore import AsyncThreadsafeSemaphore
 
 logger = logging.getLogger(__name__)
 
 
-class ConfluenceExtractor(InformationExtractor):
-    """Implementation of the InformationExtractor interface for confluence."""
+class LangchainSummarizer(Summarizer):
+    """Is responsible for summarizing input data.
+
+    LangchainSummarizer is responsible for summarizing input data using the LangfuseManager,
+    RecursiveCharacterTextSplitter, and AsyncThreadsafeSemaphore. It handles chunking of the input
+    document and retries the summarization process if an error occurs.
+    """
 
     def __init__(
         self,
-        mapper: ConfluenceLangchainDocument2InformationPiece,
+        langfuse_manager: LangfuseManager,
+        chunker: RecursiveCharacterTextSplitter,
+        semaphore: AsyncThreadsafeSemaphore,
     ):
-        """
-        Initialize the ConfluenceExtractor.
-
-        Parameters
-        ----------
-        mapper : ConfluenceLangchainDocument2InformationPiece
-            An instance of ConfluenceLangchainDocument2InformationPiece used for mapping langchain documents
-            to information pieces.
-        """
-        self._mapper = mapper
+        self._chunker = chunker
+        self._langfuse_manager = langfuse_manager
+        self._semaphore = semaphore
 
-    @property
-    def extractor_type(self) -> ExtractorTypes:
-        return ExtractorTypes.CONFLUENCE
-
-    async def aextract_content(
-        self,
-        extraction_parameters: ExtractionParameters,
-    ) -> list[InternalInformationPiece]:
+    async def ainvoke(self, query: SummarizerInput, config: Optional[RunnableConfig] = None) -> SummarizerOutput:
         """
-        Asynchronously extracts information pieces from Confluence.
+        Asynchronously invokes the summarization process on the given query.
 
         Parameters
         ----------
-        extraction_parameters : ExtractionParameters
-            The parameters required to connect to and extract data from Confluence.
+        query : SummarizerInput
+            The input data to be summarized.
+        config : Optional[RunnableConfig], optional
+            Configuration options for the summarization process, by default None.
 
         Returns
         -------
-        list[InternalInformationPiece]
-            A list of information pieces extracted from Confluence.
+        SummarizerOutput
+            The summarized output.
+
+        Raises
+        ------
+        Exception
+            If the summary creation fails after the allowed number of tries.
+
+        Notes
+        -----
+        This method handles chunking of the input document and retries the summarization
+        process if an error occurs, up to the number of tries specified in the config.
         """
-        # Convert list of key value pairs to dict
-        confluence_loader_parameters = {
-            x.key: int(x.value) if x.value.isdigit() else x.value for x in extraction_parameters.kwargs
-        }
-        if not confluence_loader_parameters.get("max_pages") or isinstance(
-            confluence_loader_parameters.get("max_pages"), str
-        ):
-            logging.warning(
-                "max_pages parameter is not set or invalid discarding it. ConfluenceLoader will use default value."
-            )
-            confluence_loader_parameters.pop("max_pages")
-        # Drop the document_name parameter as it is not used by the ConfluenceLoader
-        if "document_name" in confluence_loader_parameters:
-            confluence_loader_parameters.pop("document_name", None)
-        document_loader = ConfluenceLoader(**confluence_loader_parameters)
-        documents = document_loader.load()
-        return [self._mapper.map_document2informationpiece(x, extraction_parameters.document_name) for x in documents]
+        assert query, "Query is empty: %s" % query  # noqa S101
+        config = ensure_config(config)
+        tries_remaining = config.get("configurable", {}).get("tries_remaining", 3)
+        logger.debug("Tries remaining %d" % tries_remaining)
+
+        if tries_remaining < 0:
+            raise Exception("Summary creation failed.")
+        document = Document(page_content=query)
+        langchain_documents = self._chunker.split_documents([document])
+
+        outputs = []
+        for langchain_document in langchain_documents:
+            async with self._semaphore:
+                try:
+                    result = await self._create_chain().ainvoke({"text": langchain_document.page_content}, config)
+                    # Extract content from AIMessage if it's not already a string
+                    content = result.content if hasattr(result, "content") else str(result)
+                    outputs.append(content)
+                except Exception as e:
+                    logger.error("Error in summarizing langchain doc: %s %s", e, traceback.format_exc())
+                    config["tries_remaining"] = tries_remaining - 1
+                    result = await self._create_chain().ainvoke({"text": langchain_document.page_content}, config)
+                    # Extract content from AIMessage if it's not already a string
+                    content = result.content if hasattr(result, "content") else str(result)
+                    outputs.append(content)
+
+        if len(outputs) == 1:
+            return outputs[0]
+        summary = " ".join(outputs)
+        logger.debug(
+            "Reduced number of chars from %d to %d"
+            % (len("".join([x.page_content for x in langchain_documents])), len(summary))
+        )
+        return await self.ainvoke(summary, config)
+
+    def _create_chain(self) -> Runnable:
+        return self._langfuse_manager.get_base_prompt(self.__class__.__name__) | self._langfuse_manager.get_base_llm(
+            self.__class__.__name__
+        )
diff --git a/libs/rag-core-api/src/rag_core_api/impl/evaluator/langfuse_ragas_evaluator.py b/libs/rag-core-api/src/rag_core_api/impl/evaluator/langfuse_ragas_evaluator.py
index 0f674108..d933fdd5 100644
--- a/libs/rag-core-api/src/rag_core_api/impl/evaluator/langfuse_ragas_evaluator.py
+++ b/libs/rag-core-api/src/rag_core_api/impl/evaluator/langfuse_ragas_evaluator.py
@@ -7,12 +7,14 @@
 from asyncio import gather
 from datetime import datetime
 from json import JSONDecodeError
+from time import sleep
 from uuid import uuid4
 
 import ragas
 from datasets import Dataset
 from langchain_core.runnables import RunnableConfig
 from langfuse import Langfuse
+from langfuse.api.core.api_error import ApiError
 from langfuse.api.resources.commons.errors.not_found_error import NotFoundError
 from langfuse._client.datasets import DatasetClient
 from ragas.llms import LangchainLLMWrapper
@@ -162,61 +164,67 @@ async def _aevaluate_question(self, item, experiment_name: str, generation_time:
         async with self._semaphore:
             chat_request = ChatRequest(message=item.input)
 
-            # Use item.run context manager for trace
-            with item.run(
-                run_name=experiment_name,
-                run_metadata={"model": self._settings.model},
-                run_description=f"Evaluation run for {experiment_name}",
-            ) as root_span:
-                # Use langfuse.start_as_current_generation for generation
-                try:
-                    response = await self._chat_endpoint.achat(config["metadata"]["session_id"], chat_request)
-                except Exception as e:
-                    logger.info("Error while answering question %s: %s", item.input, e)
-                    response = None
-                output = {
-                    "answer": response.answer if response else None,
-                    "documents": (
-                        [x.page_content for x in response.citations] if response and response.citations else None
-                    ),
-                }
-                with self._langfuse.start_as_current_generation(
-                    name="rag-eval-llm-call",
-                    input={"question": item.input, "context": output["documents"]},
-                    metadata={"item_id": item.id, "run": experiment_name},
-                    model=self._settings.model,
-                ) as generation:
-
-                    generation.update(output=output["answer"])
-                    generation.update_trace(
-                        input={"question": item.input, "context": output["documents"]},
-                        metadata={"item_id": item.id, "run": experiment_name},
-                        output=output["answer"],
-                    )
+            try:
+                response = await self._chat_endpoint.achat(config["metadata"]["session_id"], chat_request)
+            except Exception as e:
+                logger.info("Error while answering question %s: %s", item.input, e)
+                response = None
 
-                # Ragas metrics
-                if response and response.citations:
-                    eval_data = Dataset.from_dict(
-                        {
-                            "question": [item.input],
-                            "answer": [output["answer"]],
-                            "contexts": [output["documents"]],
-                            "ground_truth": [item.expected_output],
-                        }
-                    )
-                    result = ragas.evaluate(
-                        eval_data,
-                        metrics=self.METRICS,
-                        llm=self._llm_wrapped,
-                        embeddings=self._embedder,
+            if response and response.citations:
+                output = {"answer": response.answer, "documents": [x.page_content for x in response.citations]}
+            else:
+                output = {"answer": None, "documents": None}
+
+            langfuse_generation = self._langfuse.generation(
+                name=self._settings.evaluation_dataset_name,
+                input=item.input,
+                output=output,
+                start_time=generation_time,
+                end_time=datetime.now(),
+            )
+            self._link_item2generation(item, langfuse_generation, experiment_name)
+
+            if not (response and response.citations):
+                for metric in self.METRICS:
+                    langfuse_generation.score(
+                        name=metric.name,
+                        value=self.DEFAULT_SCORE_VALUE,
                     )
-                    for metric, score in result.scores[0].items():
-                        if math.isnan(score):
-                            score = self.DEFAULT_SCORE_VALUE
-                        root_span.score_trace(name=metric, value=score)
-                else:
-                    for metric in self.METRICS:
-                        root_span.score_trace(name=metric.name, value=self.DEFAULT_SCORE_VALUE)
+                return
+
+            eval_data = Dataset.from_dict(
+                {
+                    "question": [item.input],
+                    "answer": [output["answer"]],
+                    "contexts": [output["documents"]],
+                    "ground_truth": [item.expected_output],
+                }
+            )
+
+            result = ragas.evaluate(
+                eval_data,
+                metrics=self.METRICS,
+                llm=self._llm_wrapped,
+                embeddings=self._embedder,
+            )
+            for metric, score in result.scores[0].items():
+                if math.isnan(score):
+                    score = self.DEFAULT_SCORE_VALUE
+                langfuse_generation.score(
+                    name=metric,
+                    value=score,
+                )
+
+    def _link_item2generation(self, item, generation, experiment_name, retries: int = 0):
+        try:
+            item.link(generation, experiment_name)
+        except ApiError as e:
+            logger.warning("Failed to link item to generation: %s", e)
+            retries += 1
+            if retries > self.MAX_RETRIES:
+                raise e
+            sleep(1)
+            self._link_item2generation(item, generation, experiment_name, retries)
 
     def _get_dataset(self, dataset_name: str) -> DatasetClient:
         dataset = None
@@ -232,7 +240,7 @@ def _get_dataset(self, dataset_name: str) -> DatasetClient:
         return dataset
 
     def _create_dataset(self, dataset_name: str = None):
-        self._langfuse.create_dataset(name=dataset_name)
+        self._langfuse.create_dataset(dataset_name)
 
         data = self._load_dataset_items()
         self._store_items_in_dataset(data, dataset_name)
diff --git a/libs/rag-core-lib/src/rag_core_lib/tracers/traced_runnable.py b/libs/rag-core-lib/src/rag_core_lib/tracers/traced_runnable.py
index 4676523f..c43978fd 100644
--- a/libs/rag-core-lib/src/rag_core_lib/tracers/traced_runnable.py
+++ b/libs/rag-core-lib/src/rag_core_lib/tracers/traced_runnable.py
@@ -66,11 +66,9 @@ async def ainvoke(
         config = ensure_config(config)
         session_id = self._get_session_id(config)
         config_with_tracing = self._add_tracing_callback(config)
-        with self.langfuse_client.start_as_current_span(name=self._inner_chain.__class__.__name__) as span:
-            span.update_trace(session_id=session_id, input=chain_input)
-            output = await self._inner_chain.ainvoke(chain_input, config=config_with_tracing)
-            span.update_trace(output=output)
-            return output
+        with self.langfuse_client.start_as_current_span(name="traced_runnable") as span:
+            span.update_trace(session_id=session_id)
+            return await self._inner_chain.ainvoke(chain_input, config=config_with_tracing)
 
     @abstractmethod
     def _add_tracing_callback(self, config: Optional[RunnableConfig]) -> RunnableConfig: ...

From 75e5e25e3ede101000af2cff1c9558d7189634ae Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Tue, 2 Sep 2025 13:21:37 +0200
Subject: [PATCH 14/17] refactor: streamline LangchainSummarizer and implement
 DefaultConfluenceExtractor with improved extraction logic

---
 .../impl/summarizer/langchain_summarizer.py   |  10 +-
 .../impl/extractors/confluence_extractor.py   | 136 +++++++-----------
 2 files changed, 53 insertions(+), 93 deletions(-)

diff --git a/libs/admin-api-lib/src/admin_api_lib/impl/summarizer/langchain_summarizer.py b/libs/admin-api-lib/src/admin_api_lib/impl/summarizer/langchain_summarizer.py
index 49f39dcb..1d5b5d09 100644
--- a/libs/admin-api-lib/src/admin_api_lib/impl/summarizer/langchain_summarizer.py
+++ b/libs/admin-api-lib/src/admin_api_lib/impl/summarizer/langchain_summarizer.py
@@ -1,6 +1,5 @@
 """Module for the LangchainSummarizer class."""
 
-import asyncio
 import logging
 import traceback
 from typing import Optional
@@ -28,8 +27,6 @@ class LangchainSummarizer(Summarizer):
     document and retries the summarization process if an error occurs.
     """
 
-    RETRY_WAIT_TIME = 10
-
     def __init__(
         self,
         langfuse_manager: LangfuseManager,
@@ -87,12 +84,7 @@ async def ainvoke(self, query: SummarizerInput, config: Optional[RunnableConfig]
                 except Exception as e:
                     logger.error("Error in summarizing langchain doc: %s %s", e, traceback.format_exc())
                     config["tries_remaining"] = tries_remaining - 1
-                    if "rate limit" in str(e).lower() or "ratelimit" in str(e).lower():
-                        logger.warning(
-                            "Rate limit encountered, waiting %d seconds before retry...", self.RETRY_WAIT_TIME
-                        )
-                        await asyncio.sleep(self.RETRY_WAIT_TIME)
-                    result = await self.ainvoke(query, config)
+                    result = await self._create_chain().ainvoke({"text": langchain_document.page_content}, config)
                     # Extract content from AIMessage if it's not already a string
                     content = result.content if hasattr(result, "content") else str(result)
                     outputs.append(content)
diff --git a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py
index 1d5b5d09..0c025062 100644
--- a/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py
+++ b/libs/extractor-api-lib/src/extractor_api_lib/impl/extractors/confluence_extractor.py
@@ -1,104 +1,72 @@
-"""Module for the LangchainSummarizer class."""
+"""Module for the DefaultConfluenceExtractor class."""
 
 import logging
-import traceback
-from typing import Optional
-
-from langchain.text_splitter import RecursiveCharacterTextSplitter
-from langchain_core.documents import Document
-from langchain_core.runnables import Runnable, RunnableConfig, ensure_config
-
-from admin_api_lib.summarizer.summarizer import (
-    Summarizer,
-    SummarizerInput,
-    SummarizerOutput,
+from langchain_community.document_loaders import ConfluenceLoader
+
+from extractor_api_lib.impl.types.extractor_types import ExtractorTypes
+from extractor_api_lib.models.dataclasses.internal_information_piece import InternalInformationPiece
+from extractor_api_lib.models.extraction_parameters import ExtractionParameters
+from extractor_api_lib.extractors.information_extractor import InformationExtractor
+from extractor_api_lib.impl.mapper.confluence_langchain_document2information_piece import (
+    ConfluenceLangchainDocument2InformationPiece,
 )
-from rag_core_lib.impl.langfuse_manager.langfuse_manager import LangfuseManager
-from rag_core_lib.impl.utils.async_threadsafe_semaphore import AsyncThreadsafeSemaphore
 
 logger = logging.getLogger(__name__)
 
 
-class LangchainSummarizer(Summarizer):
-    """Is responsible for summarizing input data.
-
-    LangchainSummarizer is responsible for summarizing input data using the LangfuseManager,
-    RecursiveCharacterTextSplitter, and AsyncThreadsafeSemaphore. It handles chunking of the input
-    document and retries the summarization process if an error occurs.
-    """
+class ConfluenceExtractor(InformationExtractor):
+    """Implementation of the InformationExtractor interface for confluence."""
 
     def __init__(
         self,
-        langfuse_manager: LangfuseManager,
-        chunker: RecursiveCharacterTextSplitter,
-        semaphore: AsyncThreadsafeSemaphore,
+        mapper: ConfluenceLangchainDocument2InformationPiece,
     ):
-        self._chunker = chunker
-        self._langfuse_manager = langfuse_manager
-        self._semaphore = semaphore
-
-    async def ainvoke(self, query: SummarizerInput, config: Optional[RunnableConfig] = None) -> SummarizerOutput:
         """
-        Asynchronously invokes the summarization process on the given query.
+        Initialize the ConfluenceExtractor.
 
         Parameters
         ----------
-        query : SummarizerInput
-            The input data to be summarized.
-        config : Optional[RunnableConfig], optional
-            Configuration options for the summarization process, by default None.
-
-        Returns
-        -------
-        SummarizerOutput
-            The summarized output.
-
-        Raises
-        ------
-        Exception
-            If the summary creation fails after the allowed number of tries.
-
-        Notes
-        -----
-        This method handles chunking of the input document and retries the summarization
-        process if an error occurs, up to the number of tries specified in the config.
+        mapper : ConfluenceLangchainDocument2InformationPiece
+            An instance of ConfluenceLangchainDocument2InformationPiece used for mapping langchain documents
+            to information pieces.
         """
-        assert query, "Query is empty: %s" % query  # noqa S101
-        config = ensure_config(config)
-        tries_remaining = config.get("configurable", {}).get("tries_remaining", 3)
-        logger.debug("Tries remaining %d" % tries_remaining)
+        self._mapper = mapper
 
-        if tries_remaining < 0:
-            raise Exception("Summary creation failed.")
-        document = Document(page_content=query)
-        langchain_documents = self._chunker.split_documents([document])
+    @property
+    def extractor_type(self) -> ExtractorTypes:
+        return ExtractorTypes.CONFLUENCE
 
-        outputs = []
-        for langchain_document in langchain_documents:
-            async with self._semaphore:
-                try:
-                    result = await self._create_chain().ainvoke({"text": langchain_document.page_content}, config)
-                    # Extract content from AIMessage if it's not already a string
-                    content = result.content if hasattr(result, "content") else str(result)
-                    outputs.append(content)
-                except Exception as e:
-                    logger.error("Error in summarizing langchain doc: %s %s", e, traceback.format_exc())
-                    config["tries_remaining"] = tries_remaining - 1
-                    result = await self._create_chain().ainvoke({"text": langchain_document.page_content}, config)
-                    # Extract content from AIMessage if it's not already a string
-                    content = result.content if hasattr(result, "content") else str(result)
-                    outputs.append(content)
+    async def aextract_content(
+        self,
+        extraction_parameters: ExtractionParameters,
+    ) -> list[InternalInformationPiece]:
+        """
+        Asynchronously extracts information pieces from Confluence.
 
-        if len(outputs) == 1:
-            return outputs[0]
-        summary = " ".join(outputs)
-        logger.debug(
-            "Reduced number of chars from %d to %d"
-            % (len("".join([x.page_content for x in langchain_documents])), len(summary))
-        )
-        return await self.ainvoke(summary, config)
+        Parameters
+        ----------
+        extraction_parameters : ExtractionParameters
+            The parameters required to connect to and extract data from Confluence.
 
-    def _create_chain(self) -> Runnable:
-        return self._langfuse_manager.get_base_prompt(self.__class__.__name__) | self._langfuse_manager.get_base_llm(
-            self.__class__.__name__
-        )
+        Returns
+        -------
+        list[InternalInformationPiece]
+            A list of information pieces extracted from Confluence.
+        """
+        # Convert list of key value pairs to dict
+        confluence_loader_parameters = {
+            x.key: int(x.value) if x.value.isdigit() else x.value for x in extraction_parameters.kwargs
+        }
+        if not confluence_loader_parameters.get("max_pages") or isinstance(
+            confluence_loader_parameters.get("max_pages"), str
+        ):
+            logging.warning(
+                "max_pages parameter is not set or invalid discarding it. ConfluenceLoader will use default value."
+            )
+            confluence_loader_parameters.pop("max_pages")
+        # Drop the document_name parameter as it is not used by the ConfluenceLoader
+        if "document_name" in confluence_loader_parameters:
+            confluence_loader_parameters.pop("document_name", None)
+        document_loader = ConfluenceLoader(**confluence_loader_parameters)
+        documents = document_loader.load()
+        return [self._mapper.map_document2informationpiece(x, extraction_parameters.document_name) for x in documents]

From 9b3d055da038405a122c51a05223a143a1e8f747 Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Mon, 22 Sep 2025 13:41:10 +0200
Subject: [PATCH 15/17] chore: update dependencies in package-lock.json for
 improved compatibility and performance

---
 services/frontend/package-lock.json | 197 +++++++---------------------
 1 file changed, 47 insertions(+), 150 deletions(-)

diff --git a/services/frontend/package-lock.json b/services/frontend/package-lock.json
index a27855cb..dfcde9ca 100644
--- a/services/frontend/package-lock.json
+++ b/services/frontend/package-lock.json
@@ -89,14 +89,15 @@
             }
         },
         "node_modules/@babel/code-frame": {
-            "version": "7.24.7",
-            "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.24.7.tgz",
-            "integrity": "sha512-BcYH1CVJBO9tvyIZ2jVeXgSIMvGZ2FDRvDdOIVQyuklNKSsx+eppDEBq/g47Ayw+RqNFE+URvOShmf+f/qwAlA==",
+            "version": "7.27.1",
+            "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.27.1.tgz",
+            "integrity": "sha512-cjQ7ZlQ0Mv3b47hABuTevyTuYN4i+loJKGeV9flcCgIK37cCXRh+L1bd3iBHlynerhQ7BhCkn2BPbQUL+rGqFg==",
             "dev": true,
             "license": "MIT",
             "dependencies": {
-                "@babel/highlight": "^7.24.7",
-                "picocolors": "^1.0.0"
+                "@babel/helper-validator-identifier": "^7.27.1",
+                "js-tokens": "^4.0.0",
+                "picocolors": "^1.1.1"
             },
             "engines": {
                 "node": ">=6.9.0"
@@ -478,113 +479,19 @@
             }
         },
         "node_modules/@babel/helpers": {
-            "version": "7.25.0",
-            "resolved": "https://registry.npmjs.org/@babel/helpers/-/helpers-7.25.0.tgz",
-            "integrity": "sha512-MjgLZ42aCm0oGjJj8CtSM3DB8NOOf8h2l7DCTePJs29u+v7yO/RBX9nShlKMgFnRks/Q4tBAe7Hxnov9VkGwLw==",
-            "dev": true,
-            "license": "MIT",
-            "dependencies": {
-                "@babel/template": "^7.25.0",
-                "@babel/types": "^7.25.0"
-            },
-            "engines": {
-                "node": ">=6.9.0"
-            }
-        },
-        "node_modules/@babel/highlight": {
-            "version": "7.24.7",
-            "resolved": "https://registry.npmjs.org/@babel/highlight/-/highlight-7.24.7.tgz",
-            "integrity": "sha512-EStJpq4OuY8xYfhGVXngigBJRWxftKX9ksiGDnmlY3o7B/V7KIAc9X4oiK87uPJSc/vs5L869bem5fhZa8caZw==",
+            "version": "7.28.4",
+            "resolved": "https://registry.npmjs.org/@babel/helpers/-/helpers-7.28.4.tgz",
+            "integrity": "sha512-HFN59MmQXGHVyYadKLVumYsA9dBFun/ldYxipEjzA4196jpLZd8UjEEBLkbEkvfYreDqJhZxYAWFPtrfhNpj4w==",
             "dev": true,
             "license": "MIT",
             "dependencies": {
-                "@babel/helper-validator-identifier": "^7.24.7",
-                "chalk": "^2.4.2",
-                "js-tokens": "^4.0.0",
-                "picocolors": "^1.0.0"
+                "@babel/template": "^7.27.2",
+                "@babel/types": "^7.28.4"
             },
             "engines": {
                 "node": ">=6.9.0"
             }
         },
-        "node_modules/@babel/highlight/node_modules/ansi-styles": {
-            "version": "3.2.1",
-            "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-3.2.1.tgz",
-            "integrity": "sha512-VT0ZI6kZRdTh8YyJw3SMbYm/u+NqfsAxEpWO0Pf9sq8/e94WxxOpPKx9FR1FlyCtOVDNOQ+8ntlqFxiRc+r5qA==",
-            "dev": true,
-            "license": "MIT",
-            "dependencies": {
-                "color-convert": "^1.9.0"
-            },
-            "engines": {
-                "node": ">=4"
-            }
-        },
-        "node_modules/@babel/highlight/node_modules/chalk": {
-            "version": "2.4.2",
-            "resolved": "https://registry.npmjs.org/chalk/-/chalk-2.4.2.tgz",
-            "integrity": "sha512-Mti+f9lpJNcwF4tWV8/OrTTtF1gZi+f8FqlyAdouralcFWFQWF2+NgCHShjkCb+IFBLq9buZwE1xckQU4peSuQ==",
-            "dev": true,
-            "license": "MIT",
-            "dependencies": {
-                "ansi-styles": "^3.2.1",
-                "escape-string-regexp": "^1.0.5",
-                "supports-color": "^5.3.0"
-            },
-            "engines": {
-                "node": ">=4"
-            }
-        },
-        "node_modules/@babel/highlight/node_modules/color-convert": {
-            "version": "1.9.3",
-            "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-1.9.3.tgz",
-            "integrity": "sha512-QfAUtd+vFdAtFQcC8CCyYt1fYWxSqAiK2cSD6zDB8N3cpsEBAvRxp9zOGg6G/SHHJYAT88/az/IuDGALsNVbGg==",
-            "dev": true,
-            "license": "MIT",
-            "dependencies": {
-                "color-name": "1.1.3"
-            }
-        },
-        "node_modules/@babel/highlight/node_modules/color-name": {
-            "version": "1.1.3",
-            "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.3.tgz",
-            "integrity": "sha512-72fSenhMw2HZMTVHeCA9KCmpEIbzWiQsjN+BHcBbS9vr1mtt+vJjPdksIBNUmKAW8TFUDPJK5SUU3QhE9NEXDw==",
-            "dev": true,
-            "license": "MIT"
-        },
-        "node_modules/@babel/highlight/node_modules/escape-string-regexp": {
-            "version": "1.0.5",
-            "resolved": "https://registry.npmjs.org/escape-string-regexp/-/escape-string-regexp-1.0.5.tgz",
-            "integrity": "sha512-vbRorB5FUQWvla16U8R/qgaFIya2qGzwDrNmCZuYKrbdSUMG6I1ZCGQRefkRVhuOkIGVne7BQ35DSfo1qvJqFg==",
-            "dev": true,
-            "license": "MIT",
-            "engines": {
-                "node": ">=0.8.0"
-            }
-        },
-        "node_modules/@babel/highlight/node_modules/has-flag": {
-            "version": "3.0.0",
-            "resolved": "https://registry.npmjs.org/has-flag/-/has-flag-3.0.0.tgz",
-            "integrity": "sha512-sKJf1+ceQBr4SMkvQnBDNDtf4TXpVhVGateu0t918bl30FnbE2m4vNLX+VWe/dpjlb+HugGYzW7uQXH98HPEYw==",
-            "dev": true,
-            "license": "MIT",
-            "engines": {
-                "node": ">=4"
-            }
-        },
-        "node_modules/@babel/highlight/node_modules/supports-color": {
-            "version": "5.5.0",
-            "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-5.5.0.tgz",
-            "integrity": "sha512-QjVjwdXIt408MIiAqCX4oUKsgU2EqAGzs2Ppkm4aQYbjm+ZEWEcW4SfFNTr4uMNZma0ey4f5lgLrkB0aX0QMow==",
-            "dev": true,
-            "license": "MIT",
-            "dependencies": {
-                "has-flag": "^3.0.0"
-            },
-            "engines": {
-                "node": ">=4"
-            }
-        },
         "node_modules/@babel/parser": {
             "version": "7.28.3",
             "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.28.3.tgz",
@@ -2052,28 +1959,25 @@
             "license": "MIT"
         },
         "node_modules/@babel/runtime": {
-            "version": "7.25.0",
-            "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.25.0.tgz",
-            "integrity": "sha512-7dRy4DwXwtzBrPbZflqxnvfxLF8kdZXPkhymtDeFoFqE6ldzjQFgYTtYIFARcLEYDrqfBfYcZt1WqFxRoyC9Rw==",
+            "version": "7.28.4",
+            "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.28.4.tgz",
+            "integrity": "sha512-Q/N6JNWvIvPnLDvjlE1OUBLPQHH6l3CltCEsHIujp45zQUSSh8K+gHnaEX45yAT1nyngnINhvWtzN+Nb9D8RAQ==",
             "dev": true,
             "license": "MIT",
-            "dependencies": {
-                "regenerator-runtime": "^0.14.0"
-            },
             "engines": {
                 "node": ">=6.9.0"
             }
         },
         "node_modules/@babel/template": {
-            "version": "7.25.0",
-            "resolved": "https://registry.npmjs.org/@babel/template/-/template-7.25.0.tgz",
-            "integrity": "sha512-aOOgh1/5XzKvg1jvVz7AVrx2piJ2XBi227DHmbY6y+bM9H2FlN+IfecYu4Xl0cNiiVejlsCri89LUsbj8vJD9Q==",
+            "version": "7.27.2",
+            "resolved": "https://registry.npmjs.org/@babel/template/-/template-7.27.2.tgz",
+            "integrity": "sha512-LPDZ85aEJyYSd18/DkjNh4/y1ntkE5KwUHWTiqgRxruuZL2F1yuHligVHLvcHY2vMHXttKFpJn6LwfI7cw7ODw==",
             "dev": true,
             "license": "MIT",
             "dependencies": {
-                "@babel/code-frame": "^7.24.7",
-                "@babel/parser": "^7.25.0",
-                "@babel/types": "^7.25.0"
+                "@babel/code-frame": "^7.27.1",
+                "@babel/parser": "^7.27.2",
+                "@babel/types": "^7.27.1"
             },
             "engines": {
                 "node": ">=6.9.0"
@@ -2099,9 +2003,9 @@
             }
         },
         "node_modules/@babel/types": {
-            "version": "7.28.2",
-            "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.28.2.tgz",
-            "integrity": "sha512-ruv7Ae4J5dUYULmeXw1gmb7rYRz57OWCPM57pHojnLq/3Z1CK2lNSLTCVjxVk1F/TZHwOZZrOWi0ur95BbLxNQ==",
+            "version": "7.28.4",
+            "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.28.4.tgz",
+            "integrity": "sha512-bkFqkLhh3pMBUQQkpVgWDWq/lqzc2678eUyDlTBhRqhCHFguYYGM0Efga7tYk4TogG/3x0EEl66/OQ+WGbWB/Q==",
             "license": "MIT",
             "dependencies": {
                 "@babel/helper-string-parser": "^7.27.1",
@@ -2652,9 +2556,9 @@
             }
         },
         "node_modules/@eslint/eslintrc/node_modules/brace-expansion": {
-            "version": "1.1.11",
-            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-            "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+            "version": "1.1.12",
+            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+            "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
             "dev": true,
             "license": "MIT",
             "dependencies": {
@@ -3257,9 +3161,9 @@
             }
         },
         "node_modules/@microsoft/api-extractor/node_modules/brace-expansion": {
-            "version": "1.1.11",
-            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-            "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+            "version": "1.1.12",
+            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+            "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
             "dev": true,
             "license": "MIT",
             "dependencies": {
@@ -6888,9 +6792,9 @@
             "license": "MIT"
         },
         "node_modules/axios": {
-            "version": "1.11.0",
-            "resolved": "https://registry.npmjs.org/axios/-/axios-1.11.0.tgz",
-            "integrity": "sha512-1Lx3WLFQWm3ooKDYZD1eXmoGO9fxYQjrycfHFC8P0sCfQVXyROp0p9PFWBehewBOdCwHc+f/b8I0fMto5eSfwA==",
+            "version": "1.12.2",
+            "resolved": "https://registry.npmjs.org/axios/-/axios-1.12.2.tgz",
+            "integrity": "sha512-vMJzPewAlRyOgxV2dU0Cuz2O8zzzx9VYtbJOaBgXFeLc4IV/Eg50n4LowmehOOR61S8ZMpc2K5Sa7g6A4jfkUw==",
             "dev": true,
             "license": "MIT",
             "dependencies": {
@@ -7091,9 +6995,9 @@
             "license": "ISC"
         },
         "node_modules/brace-expansion": {
-            "version": "2.0.1",
-            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.1.tgz",
-            "integrity": "sha512-XnAIvQ8eM+kC6aULx6wuQiwVsnzsi9d3WxzV3FpWTGA19F621kwdbsAcFKXgKUHZWsy+mY6iL1sHTxWEFCytDA==",
+            "version": "2.0.2",
+            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.2.tgz",
+            "integrity": "sha512-Jt0vHyM+jmUBqojB7E1NIYadt0vI0Qxjxd2TErW94wDz+E2LAm5vKMXXwg6ZZBTHPuUlDgQHKXvjGBdfcF1ZDQ==",
             "license": "MIT",
             "dependencies": {
                 "balanced-match": "^1.0.0"
@@ -10799,9 +10703,9 @@
             }
         },
         "node_modules/jake/node_modules/brace-expansion": {
-            "version": "1.1.11",
-            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-            "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+            "version": "1.1.12",
+            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+            "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
             "dev": true,
             "license": "MIT",
             "dependencies": {
@@ -12777,13 +12681,6 @@
                 "node": ">=4"
             }
         },
-        "node_modules/regenerator-runtime": {
-            "version": "0.14.1",
-            "resolved": "https://registry.npmjs.org/regenerator-runtime/-/regenerator-runtime-0.14.1.tgz",
-            "integrity": "sha512-dYnhHh0nJoMfnkZs6GmmhFknAGRrLznOu5nc9ML+EJxGvrx6H7teuevqVqCuPcPK//3eDrrjQhehXVx9cnkGdw==",
-            "dev": true,
-            "license": "MIT"
-        },
         "node_modules/regenerator-transform": {
             "version": "0.15.2",
             "resolved": "https://registry.npmjs.org/regenerator-transform/-/regenerator-transform-0.15.2.tgz",
@@ -12968,9 +12865,9 @@
             }
         },
         "node_modules/rimraf/node_modules/brace-expansion": {
-            "version": "1.1.11",
-            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-            "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+            "version": "1.1.12",
+            "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+            "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
             "dev": true,
             "license": "MIT",
             "dependencies": {
@@ -13920,9 +13817,9 @@
             "license": "MIT"
         },
         "node_modules/tmp": {
-            "version": "0.2.3",
-            "resolved": "https://registry.npmjs.org/tmp/-/tmp-0.2.3.tgz",
-            "integrity": "sha512-nZD7m9iCPC5g0pYmcaxogYKggSfLsdxl8of3Q/oIbqCqLLIO9IAF0GWjX1z9NZRHPiXv8Wex4yDCaZsgEw0Y8w==",
+            "version": "0.2.5",
+            "resolved": "https://registry.npmjs.org/tmp/-/tmp-0.2.5.tgz",
+            "integrity": "sha512-voyz6MApa1rQGUxT3E+BK7/ROe8itEx7vD8/HEvt4xwXucvQ5G5oeEiHkmHZJuBO21RpOf+YYm9MOivj709jow==",
             "dev": true,
             "license": "MIT",
             "engines": {
@@ -14538,9 +14435,9 @@
             }
         },
         "node_modules/vite": {
-            "version": "5.4.19",
-            "resolved": "https://registry.npmjs.org/vite/-/vite-5.4.19.tgz",
-            "integrity": "sha512-qO3aKv3HoQC8QKiNSTuUM1l9o/XX3+c+VTgLHbJWHZGeTPVAg2XwazI9UWzoxjIJCGCV2zU60uqMzjeLZuULqA==",
+            "version": "5.4.20",
+            "resolved": "https://registry.npmjs.org/vite/-/vite-5.4.20.tgz",
+            "integrity": "sha512-j3lYzGC3P+B5Yfy/pfKNgVEg4+UtcIJcVRt2cDjIOmhLourAqPqf8P7acgxeiSgUB7E3p2P8/3gNIgDLpwzs4g==",
             "dev": true,
             "license": "MIT",
             "dependencies": {

From bd12c5617cb3405b108e662a7c0b65d4ccdca490 Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Mon, 22 Sep 2025 13:43:40 +0200
Subject: [PATCH 16/17] chore: remove Python version file from rag-core-api

---
 libs/rag-core-api/.python-version | 1 -
 1 file changed, 1 deletion(-)
 delete mode 100644 libs/rag-core-api/.python-version

diff --git a/libs/rag-core-api/.python-version b/libs/rag-core-api/.python-version
deleted file mode 100644
index 976544cc..00000000
--- a/libs/rag-core-api/.python-version
+++ /dev/null
@@ -1 +0,0 @@
-3.13.7

From e9398608aa07775c970442664bdcb400c3ae1811 Mon Sep 17 00:00:00 2001
From: Andreas Klos <andreas.klos@stackit.cloud>
Date: Mon, 22 Sep 2025 13:51:36 +0200
Subject: [PATCH 17/17] fix: update Poetry version to 2.1.3 in Dockerfiles for
 all services

---
 services/admin-backend/Dockerfile      | 2 +-
 services/document-extractor/Dockerfile | 2 +-
 services/mcp-server/Dockerfile         | 2 +-
 services/rag-backend/Dockerfile        | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/services/admin-backend/Dockerfile b/services/admin-backend/Dockerfile
index 2556aae9..120944d7 100644
--- a/services/admin-backend/Dockerfile
+++ b/services/admin-backend/Dockerfile
@@ -2,7 +2,7 @@ FROM --platform=linux/amd64 python:3.13-bookworm AS build
 
 ARG dev=0
 ENV POETRY_VIRTUALENVS_PATH=/app/services/admin-backend/.venv
-ENV POETRY_VERSION=1.8.3
+ENV POETRY_VERSION=2.1.3
 
 RUN DEBIAN_FRONTEND=noninteractive apt-get update \
     && DEBIAN_FRONTEND=noninteractive apt-get install -y build-essential --no-install-recommends make && \
diff --git a/services/document-extractor/Dockerfile b/services/document-extractor/Dockerfile
index 6c4f7a6b..5d02dc8f 100644
--- a/services/document-extractor/Dockerfile
+++ b/services/document-extractor/Dockerfile
@@ -2,7 +2,7 @@ FROM --platform=linux/amd64 python:3.13-bookworm AS build
 
 ARG dev=0
 ENV POETRY_VIRTUALENVS_PATH=/app/services/document-extractor/.venv
-ENV POETRY_VERSION=1.8.3
+ENV POETRY_VERSION=2.1.3
 
 RUN DEBIAN_FRONTEND=noninteractive apt-get update \
     && DEBIAN_FRONTEND=noninteractive apt-get install -y build-essential --no-install-recommends make \
diff --git a/services/mcp-server/Dockerfile b/services/mcp-server/Dockerfile
index dc1a5a39..cc99220c 100644
--- a/services/mcp-server/Dockerfile
+++ b/services/mcp-server/Dockerfile
@@ -2,7 +2,7 @@ FROM --platform=linux/amd64 python:3.13.7-bookworm AS build
 
 ARG dev=0
 ENV POETRY_VIRTUALENVS_PATH=/app/services/mcp-server/.venv
-ENV POETRY_VERSION=1.8.3
+ENV POETRY_VERSION=2.1.3
 
 WORKDIR /app
 
diff --git a/services/rag-backend/Dockerfile b/services/rag-backend/Dockerfile
index 87cc8d8c..ca17cdd4 100644
--- a/services/rag-backend/Dockerfile
+++ b/services/rag-backend/Dockerfile
@@ -2,7 +2,7 @@ FROM --platform=linux/amd64 python:3.13-bookworm AS build
 
 ARG dev=0
 ENV POETRY_VIRTUALENVS_PATH=/app/services/rag-backend/.venv
-ENV POETRY_VERSION=1.8.3
+ENV POETRY_VERSION=2.1.3
 
 WORKDIR /app