diff --git a/.github/workflows/package-check.yml b/.github/workflows/package-check.yml
new file mode 100644
index 0000000..b01217f
--- /dev/null
+++ b/.github/workflows/package-check.yml
@@ -0,0 +1,27 @@
+name: package-check
+
+on:
+  pull_request:
+
+jobs:
+  uv-lock-check:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v3
+        with:
+          enable-cache: true
+
+      - name: Check if uv.lock is up to date
+        run: |
+          uv lock --locked
+          if ! git diff --exit-code uv.lock; then
+            echo "❌ uv.lock is out of date!"
+            echo "Please run 'uv lock' to update the lock file."
+            exit 1
+          else
+            echo "✅ uv.lock is up to date!"
+          fi
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7e94497..f7f5ae7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,9 @@
 # Changelog
 
+## [v0.5.1] - 2025-10-28
+
+- Updated README.md instructions
+
 ## [v0.5.0] - 2025-10-27
 
 - Bump `pipelex` to `v0.14.0`: See `Pipelex` changelog [here](https://docs.pipelex.com/changelog/)
diff --git a/README.md b/README.md
index 4d1b448..b7d2306 100644
--- a/README.md
+++ b/README.md
@@ -19,14 +19,21 @@ Once you've created your repository from it, then you can clone it and follow th
 
 ### Quick Start
 
-The fastest way to get started (on Unix/MacOS/Linux):
-
 ```bash
-make install
-cp .env.example .env  # Then add your API keys
+git clone https://github.com/yourusername/your-repo-name.git
+cd your-repo-name
+
+# Create and activate virtual environment
+python -m venv .venv
+# or python3 -m venv .venv
+source .venv/bin/activate
+
+# Install
+pip install .  # or uv sync
 ```
 
-For detailed installation instructions, API key configuration options, and alternative setup methods, see **[PIPELEX_SETUP.md](PIPELEX_SETUP.md)**.
+After installation, configure your API keys by creating a `.env` file with your credentials.
+See more about API key configuration in the [documentation](https://docs.pipelex.com/pages/configuration/config-technical/inference-backend-config/).
 
 ---
 
diff --git a/pyproject.toml b/pyproject.toml
index 0ba2244..e097c0f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "my-project"
-version = "0.5.0"
+version = "0.5.1"
 description = "Replace this with your project description"
 # authors = [{ name = "Your Name", email = "your.email@example.com" }]
 license = "MIT"
@@ -13,13 +13,16 @@ classifiers = [
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
     "Operating System :: OS Independent",
-    "License :: OSI Approved :: MIT License",
 ]
 
 dependencies = [
     "pipelex[mistralai,anthropic,google,google-genai,bedrock,fal]==0.14.0",
 ]
 
+[tool.setuptools]
+packages = ["my_project"]
+include-package-data = true
+
 [project.optional-dependencies]
 dev = [
     "boto3-stubs>=1.35.24",
diff --git a/requirements-dev.txt b/requirements-dev.txt
deleted file mode 100644
index 3e39f79..0000000
--- a/requirements-dev.txt
+++ /dev/null
@@ -1,1566 +0,0 @@
-# This file was autogenerated by uv via the following command:
-#    uv export --all-extras --output-file requirements-dev.txt
-aioboto3==14.3.0 \
-    --hash=sha256:1d18f88bb56835c607b62bb6cb907754d717bedde3ddfff6935727cb48a80135 \
-    --hash=sha256:aec5de94e9edc1ffbdd58eead38a37f00ddac59a519db749a910c20b7b81bca7
-    # via pipelex
-aiobotocore==2.22.0 \
-    --hash=sha256:11091477266b75c2b5d28421c1f2bc9a87d175d0b8619cb830805e7a113a170b \
-    --hash=sha256:b4e6306f79df9d81daff1f9d63189a2dbee4b77ce3ab937304834e35eaaeeccf
-    # via aioboto3
-aiofiles==23.2.1 \
-    --hash=sha256:19297512c647d4b27a2cf7c34caa7e405c0d60b5560618a29a9fe027b18b0107 \
-    --hash=sha256:84ec2218d8419404abcb9f0c02df3f34c6e0a68ed41072acfb1cef5cbc29051a
-    # via
-    #   aioboto3
-    #   pipelex
-aiohappyeyeballs==2.6.1 \
-    --hash=sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558 \
-    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
-    # via aiohttp
-aiohttp==3.12.6 \
-    --hash=sha256:012ea107092d4465aeeb681d5b2fb8b51a847a72f0b71906f40876419fba1355 \
-    --hash=sha256:06f20adcdc4f383aeb7ce884705faea44c0376cde5cdee4d32ef62d6cb1f97cc \
-    --hash=sha256:128603479bf13479661d763e77e254139f066914227b5f2ff3284d19e416ad75 \
-    --hash=sha256:148ffa6b2b825ff8520844ce23df9e2a5b969bb6917c4e35a832fbaa025d260d \
-    --hash=sha256:15817882d25e840aba85d1f5706a7128350b81050f8ca9dabfc25a5f521a792c \
-    --hash=sha256:24d19cbd1d21d207ee855500d2033f1852b4d2113a741246ff62eb16a3921306 \
-    --hash=sha256:259269870d9783de87c0430760b2498b770201ead3e11ee86761d268ce5d196a \
-    --hash=sha256:25dac87ee297e2b5826ce8e96c7615ebe7a1613856b1614a207e3376b776021b \
-    --hash=sha256:25de52753386b0c16d5acd2153e7819f52c9e7fc05f5eca804adc174e99b735d \
-    --hash=sha256:2a74a566872f41247774980334e5b0309dac11b402e188bde6db8a57de4506cd \
-    --hash=sha256:2e4fb0d7f221c36ed8469c1d2d9a2bb6a27b543cf90aa46ca701f63fb83dd7ed \
-    --hash=sha256:30511c5e66ac4399d46b4bec57a3d56bc16cfb649255fa798ee95d8b45f97a4b \
-    --hash=sha256:3331ef09dd775302aa5f4d3170bd46659ad018843fab3656f5e72e3ff68df21f \
-    --hash=sha256:37b1c6034a1e14764adad1829cd710543b1699d7985e1d336f0aa52a2dd76ba9 \
-    --hash=sha256:38af291559401d13eb90259ba79ef6ac537ae6b5bdb1251604606a88cd0fd5e0 \
-    --hash=sha256:3cc06a99e065ed7e766d2cd574671428261c1b8f30fedfbd91ab3c738fd9c08d \
-    --hash=sha256:52ce7e90ee9dd25bcd2ed4513e650cc4f9a03bef07a39193b82fb58892004bd6 \
-    --hash=sha256:545f89c389a47bac024655b5676658f35f80b0d007e4c3c7ff865d9aa3bf343a \
-    --hash=sha256:561f545dc062e6c31fc53535d8584c06516bda2fc37821a67a61b69202061e71 \
-    --hash=sha256:58f79b376a426961418df1d08656ec3a01494b7ba81824ae629e6636deddfff7 \
-    --hash=sha256:59e19517abef2af49cff79b8a863497036ff401051c79d6a3b6149a48213a7be \
-    --hash=sha256:5b700cf48fd04b4328965d1afe01f835fe6cdecc3b85ca2d950431e5cc0647f7 \
-    --hash=sha256:5fe1d74ab6cd1f16c3c2f0e3c3230481dcedc0d3ad9f0b82b1e43f44a4980aca \
-    --hash=sha256:6860351cfba0196db2edc387cfeddaf1dae443e55f261ea2bcb77fecb33aae34 \
-    --hash=sha256:6ca81cb1e41d251cc193164409c0bbb0175e696a9997491a10db9171a2f70603 \
-    --hash=sha256:71905d34b3bb1a6be44e986f08404987bb317d890746e71f320cd10cf3222b46 \
-    --hash=sha256:7487f707a4b8167394f6afefa690198300d8a618505583eb536b92202bdec24d \
-    --hash=sha256:77ba53286c89486e8b02fb47352a5a8270bab1084e2a43fe8e35eb261befda13 \
-    --hash=sha256:7d162c4f87f9dcdc7151f6329438de96beb527820381e3159ce08544c57e9ced \
-    --hash=sha256:7f22a0d9a995c12bb20247334b414edaf65ce8f22a1e838b90210238f9b57571 \
-    --hash=sha256:86fb0a5762f936606dcab1ca248f5053587a598ed44825f4744ce3c53ae9a2e9 \
-    --hash=sha256:8885da8ae99bbe6ce43b79e284ef8e6bc5285dea297fe2a163552f09435c8069 \
-    --hash=sha256:8a88046a5adddf5d99f15a1920f6b8f659f46a4cfb5bfabbd668d06df045df7a \
-    --hash=sha256:8ea77675818fd8cac28491d0d59582e5e2e5b14dbf5e21bef797aa5b23b5ca8b \
-    --hash=sha256:938afd243c9ee76a6d78fad10ecca14b88b48b71553e0e9c74b8098efff5ddf8 \
-    --hash=sha256:93a0887cea23f76e9354235b0e79b3c9922ad66529e11637940b6439849105cb \
-    --hash=sha256:93f207a64989346bbd0a9d3b31ebaa3934ea6e0242b555491af7eb97ad1c0a5a \
-    --hash=sha256:9aecb4ce110c9d321860a00b4f9ec72bef691d045f54c983fa678606f3f918b0 \
-    --hash=sha256:9dd9211229fa2f474da01d42fafff196f607a63aaf12d8b34928c43a713eb6d5 \
-    --hash=sha256:a057680218430231eb6ab644d166b7ef398b3ffbac0232f4f789cdce9391400e \
-    --hash=sha256:a1532ea3f41a818d4f50db96306a1975bf31f29787802bec4c63c58f61b6e682 \
-    --hash=sha256:a2f3c974874bd0c76dfdcc60db5a6f96ca023a85318a5ac401603baa7e299272 \
-    --hash=sha256:a52aa39eb1160775a6e80e3025c990e8872c8927c5dd4b51304788bc149b9549 \
-    --hash=sha256:a90b6f2d5ca4d3ad56034863237b59b4a5fab270eb6d11b5c0326b4501448b51 \
-    --hash=sha256:aac87d78f55057ab48ddcc43055620546d40bbc0888d2658d8705d183c98f901 \
-    --hash=sha256:b2e026a9f9ac0df70f14ca5dcaf1f83a55b678e51aa6515d710dd879d2691fd7 \
-    --hash=sha256:bc4be1d8d68a62859f74f9ada9e174791895366601ce66342f54478d3518c8b3 \
-    --hash=sha256:c05776d1854ae9d8132d7ced7ac0067f602d66589797788ed3902d5c68686db5 \
-    --hash=sha256:c1d8a4a5a7e28d8b9ec815ffecca8712b71130a4eee1c5b45e9f2cc4975f3f7c \
-    --hash=sha256:c232720190ca4240c15abefc7b765e987ef88df44d2384612890db87b33898f3 \
-    --hash=sha256:c88ed8c54f7fd6102ef711d24710454707cde4bb3ffdec09982dcb3cb966a3e1 \
-    --hash=sha256:cdb03da5ecf74a331511604f3cf91563bf29127eabb28f4e16d390a73cb826da \
-    --hash=sha256:ce6673b73352edb17c2db86a9586dc7744e0b5009709152a1e75379f16af19e0 \
-    --hash=sha256:cfbf8ed94b57e3b5a886bfe2a530c8eb067064cc4419fd94431a2cbeeddec54c \
-    --hash=sha256:d557918fefb29884335e1a257df6c961f35ba1caf8eddaabad762b3436cf87ff \
-    --hash=sha256:d590b36c3497ecfba4aca71ab9342fb2c07e1b69baf4e28ad4227440c128bb22 \
-    --hash=sha256:d5f698e7b5b57aa4dc646c8f13ccd965c694199595d7a45cecefaf0e5c392890 \
-    --hash=sha256:d7ff55a38fc9851fa5cff41b30605534dfe4d57d02f79447abfed01499fe31d3 \
-    --hash=sha256:d83ab494eb583ba691af9d4d7c073987526bb9f73aa5a19907258ef3a1e39e8a \
-    --hash=sha256:da073f88270aa434ef16a78c21a4269c96c68badc2b9ad5011fa175c06143eee \
-    --hash=sha256:db5c402ea0aed10af2e54e5946bf32f3ebb02a7604eaaa4c41a608053889de4a \
-    --hash=sha256:de83f567e31418fd7bc22c5a03526a2b0a82e68c7a7fec23ef91a398228f559b \
-    --hash=sha256:deddf6b1c83ce518a156b7597a0d7a1a7ec5c1d2c973ba3f1a23f18fa2b7d65e \
-    --hash=sha256:e5c6869319c0a5f4150959e065c40836b18a99e02493c3b4c73b25378aa0f0cc \
-    --hash=sha256:e8da054804352e974f4349fb871b07c8ffa1978e64cfb455e88fbe6fbe4d6dcb \
-    --hash=sha256:ed4db015494a6d0acaadce035531f9fb321afab2075a4b348811e4f7795e87e6 \
-    --hash=sha256:eefd98dd043c33c45123c56a79c6c39acb628304337c90f16f33569cc3aa4ba6 \
-    --hash=sha256:efbbde2297e4ab10d187103aba9b565277c85ac7d24d98cae201c033ce885504 \
-    --hash=sha256:fd1d6116c1364ab00ffed1654a01091dc7f897d315c5103bcc6e5ab7f70172c7
-    # via
-    #   aiobotocore
-    #   instructor
-aioitertools==0.12.0 \
-    --hash=sha256:c2a9055b4fbb7705f561b9d86053e8af5d10cc845d22c32008c43490b2d8dd6b \
-    --hash=sha256:fc1f5fac3d737354de8831cbba3eb04f79dd649d8f3afb4c5b114925e662a796
-    # via aiobotocore
-aiosignal==1.3.2 \
-    --hash=sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5 \
-    --hash=sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54
-    # via aiohttp
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
-    # via pydantic
-anthropic==0.69.0 \
-    --hash=sha256:1f73193040f33f11e27c2cd6ec25f24fe7c3f193dc1c5cde6b7a08b18a16bcc5 \
-    --hash=sha256:c604d287f4d73640f40bd2c0f3265a2eb6ce034217ead0608f6b07a8bc5ae5f2
-    # via pipelex
-anyio==4.9.0 \
-    --hash=sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028 \
-    --hash=sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c
-    # via
-    #   anthropic
-    #   google-genai
-    #   httpx
-    #   openai
-async-timeout==5.0.1 ; python_full_version < '3.11' \
-    --hash=sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c \
-    --hash=sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3
-    # via aiohttp
-attrs==25.3.0 \
-    --hash=sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3 \
-    --hash=sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b
-    # via aiohttp
-backoff==2.2.1 \
-    --hash=sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba \
-    --hash=sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8
-    # via posthog
-backports-strenum==1.3.1 ; python_full_version < '3.11' \
-    --hash=sha256:77c52407342898497714f0596e86188bb7084f89063226f4ba66863482f42414 \
-    --hash=sha256:cdcfe36dc897e2615dc793b7d3097f54d359918fc448754a517e6f23044ccf83
-    # via pipelex
-boto3==1.37.3 \
-    --hash=sha256:2063b40af99fd02f6228ff52397b552ff3353831edaf8d25cc04801827ab9794 \
-    --hash=sha256:21f3ce0ef111297e63a6eb998a25197b8c10982970c320d4c6e8db08be2157be
-    # via
-    #   aiobotocore
-    #   pipelex
-boto3-stubs==1.38.27 \
-    --hash=sha256:87e6c47b76173df91f55387a91fd1f382f130821e4492e14748fe49d46598bc5 \
-    --hash=sha256:8a45f32b83d29ec3db28b37ea68ea5f179b141863211497ef92ba18e2a896aec
-    # via my-project
-botocore==1.37.3 \
-    --hash=sha256:d01bd3bf4c80e61fa88d636ad9f5c9f60a551d71549b481386c6b4efe0bb2b2e \
-    --hash=sha256:fe8403eb55a88faf9b0f9da6615e5bee7be056d75e17af66c3c8f0a3b0648da4
-    # via
-    #   aiobotocore
-    #   boto3
-    #   s3transfer
-botocore-stubs==1.38.27 \
-    --hash=sha256:408158a72199d0611b6c91043e3d654171e974b89b94007cc10488f192e0a20f \
-    --hash=sha256:58315d1318b79d8f8bd2888b1587d90fa4ffa6100a58b610946110e88570b995
-    # via
-    #   boto3-stubs
-    #   types-aioboto3
-    #   types-aiobotocore
-cachetools==5.5.2 \
-    --hash=sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4 \
-    --hash=sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a
-    # via google-auth
-certifi==2025.4.26 \
-    --hash=sha256:0a816057ea3cdefcef70270d2c515e4506bbc954f417fa5ade2021213bb8f0c6 \
-    --hash=sha256:30350364dfe371162649852c63336a15c70c6510c2ad5015b21c2345311805f3
-    # via
-    #   httpcore
-    #   httpx
-    #   requests
-charset-normalizer==3.4.2 \
-    --hash=sha256:0c29de6a1a95f24b9a1aa7aefd27d2487263f00dfd55a77719b530788f75cff7 \
-    --hash=sha256:0c8c57f84ccfc871a48a47321cfa49ae1df56cd1d965a09abe84066f6853b9c0 \
-    --hash=sha256:0f5d9ed7f254402c9e7d35d2f5972c9bbea9040e99cd2861bd77dc68263277c7 \
-    --hash=sha256:18dd2e350387c87dabe711b86f83c9c78af772c748904d372ade190b5c7c9d4d \
-    --hash=sha256:1c95a1e2902a8b722868587c0e1184ad5c55631de5afc0eb96bc4b0d738092c0 \
-    --hash=sha256:21b2899062867b0e1fde9b724f8aecb1af14f2778d69aacd1a5a1853a597a5db \
-    --hash=sha256:289200a18fa698949d2b39c671c2cc7a24d44096784e76614899a7ccf2574b7b \
-    --hash=sha256:28a1005facc94196e1fb3e82a3d442a9d9110b8434fc1ded7a24a2983c9888d8 \
-    --hash=sha256:32fc0341d72e0f73f80acb0a2c94216bd704f4f0bce10aedea38f30502b271ff \
-    --hash=sha256:3fddb7e2c84ac87ac3a947cb4e66d143ca5863ef48e4a5ecb83bd48619e4634e \
-    --hash=sha256:4a476b06fbcf359ad25d34a057b7219281286ae2477cc5ff5e3f70a246971148 \
-    --hash=sha256:4e594135de17ab3866138f496755f302b72157d115086d100c3f19370839dd3a \
-    --hash=sha256:5a9979887252a82fefd3d3ed2a8e3b937a7a809f65dcb1e068b090e165bbe99e \
-    --hash=sha256:5baececa9ecba31eff645232d59845c07aa030f0c81ee70184a90d35099a0e63 \
-    --hash=sha256:5bf4545e3b962767e5c06fe1738f951f77d27967cb2caa64c28be7c4563e162c \
-    --hash=sha256:68a328e5f55ec37c57f19ebb1fdc56a248db2e3e9ad769919a58672958e8f366 \
-    --hash=sha256:6b66f92b17849b85cad91259efc341dce9c1af48e2173bf38a85c6329f1033e5 \
-    --hash=sha256:6c9379d65defcab82d07b2a9dfbfc2e95bc8fe0ebb1b176a3190230a3ef0e07c \
-    --hash=sha256:7222ffd5e4de8e57e03ce2cef95a4c43c98fcb72ad86909abdfc2c17d227fc1b \
-    --hash=sha256:7a6ab32f7210554a96cd9e33abe3ddd86732beeafc7a28e9955cdf22ffadbab0 \
-    --hash=sha256:7c48ed483eb946e6c04ccbe02c6b4d1d48e51944b6db70f697e089c193404941 \
-    --hash=sha256:7f56930ab0abd1c45cd15be65cc741c28b1c9a34876ce8c17a2fa107810c0af0 \
-    --hash=sha256:8075c35cd58273fee266c58c0c9b670947c19df5fb98e7b66710e04ad4e9ff86 \
-    --hash=sha256:8755483f3c00d6c9a77f490c17e6ab0c8729e39e6390328e42521ef175380ae6 \
-    --hash=sha256:926ca93accd5d36ccdabd803392ddc3e03e6d4cd1cf17deff3b989ab8e9dbcf0 \
-    --hash=sha256:98f862da73774290f251b9df8d11161b6cf25b599a66baf087c1ffe340e9bfd1 \
-    --hash=sha256:9cbfacf36cb0ec2897ce0ebc5d08ca44213af24265bd56eca54bee7923c48fd6 \
-    --hash=sha256:a370b3e078e418187da8c3674eddb9d983ec09445c99a3a263c2011993522981 \
-    --hash=sha256:a955b438e62efdf7e0b7b52a64dc5c3396e2634baa62471768a64bc2adb73d5c \
-    --hash=sha256:aa6af9e7d59f9c12b33ae4e9450619cf2488e2bbe9b44030905877f0b2324980 \
-    --hash=sha256:aa88ca0b1932e93f2d961bf3addbb2db902198dca337d88c89e1559e066e7645 \
-    --hash=sha256:aaeeb6a479c7667fbe1099af9617c83aaca22182d6cf8c53966491a0f1b7ffb7 \
-    --hash=sha256:b2d318c11350e10662026ad0eb71bb51c7812fc8590825304ae0bdd4ac283acd \
-    --hash=sha256:b33de11b92e9f75a2b545d6e9b6f37e398d86c3e9e9653c4864eb7e89c5773ef \
-    --hash=sha256:be1e352acbe3c78727a16a455126d9ff83ea2dfdcbc83148d2982305a04714c2 \
-    --hash=sha256:bee093bf902e1d8fc0ac143c88902c3dfc8941f7ea1d6a8dd2bcb786d33db03d \
-    --hash=sha256:cddf7bd982eaa998934a91f69d182aec997c6c468898efe6679af88283b498d3 \
-    --hash=sha256:cf713fe9a71ef6fd5adf7a79670135081cd4431c2943864757f0fa3a65b1fafd \
-    --hash=sha256:d41c4d287cfc69060fa91cae9683eacffad989f1a10811995fa309df656ec214 \
-    --hash=sha256:d524ba3f1581b35c03cb42beebab4a13e6cdad7b36246bd22541fa585a56cccd \
-    --hash=sha256:daac4765328a919a805fa5e2720f3e94767abd632ae410a9062dff5412bae65a \
-    --hash=sha256:db4c7bf0e07fc3b7d89ac2a5880a6a8062056801b83ff56d8464b70f65482b6c \
-    --hash=sha256:dedb8adb91d11846ee08bec4c8236c8549ac721c245678282dcb06b221aab59f \
-    --hash=sha256:e53efc7c7cee4c1e70661e2e112ca46a575f90ed9ae3fef200f2a25e954f4b28 \
-    --hash=sha256:e635b87f01ebc977342e2697d05b56632f5f879a4f15955dfe8cef2448b51691 \
-    --hash=sha256:e70e990b2137b29dc5564715de1e12701815dacc1d056308e2b17e9095372a82 \
-    --hash=sha256:e8082b26888e2f8b36a042a58307d5b917ef2b1cacab921ad3323ef91901c71a \
-    --hash=sha256:eba9904b0f38a143592d9fc0e19e2df0fa2e41c3c3745554761c5f6447eedabf \
-    --hash=sha256:ef8de666d6179b009dce7bcb2ad4c4a779f113f12caf8dc77f0162c29d20490b \
-    --hash=sha256:efd387a49825780ff861998cd959767800d54f8308936b21025326de4b5a42b9 \
-    --hash=sha256:f0aa37f3c979cf2546b73e8222bbfa3dc07a641585340179d768068e3455e544 \
-    --hash=sha256:f69a27e45c43520f5487f27627059b64aaf160415589230992cec34c5e18a509 \
-    --hash=sha256:fcbe676a55d7445b22c10967bceaaf0ee69407fbe0ece4d032b6eb8d4565982a \
-    --hash=sha256:fdb20a30fe1175ecabed17cbf7812f7b804b8a315a25f24678bcdf120a90077f
-    # via requests
-click==8.2.1 \
-    --hash=sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202 \
-    --hash=sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b
-    # via typer
-colorama==0.4.6 ; sys_platform == 'win32' \
-    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
-    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-    # via
-    #   click
-    #   pytest
-    #   tqdm
-distro==1.9.0 \
-    --hash=sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed \
-    --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
-    # via
-    #   anthropic
-    #   openai
-    #   posthog
-docstring-parser==0.16 \
-    --hash=sha256:538beabd0af1e2db0146b6bd3caa526c35a34d61af9fd2887f3a8a27a739aa6e \
-    --hash=sha256:bf0a1387354d3691d102edef7ec124f219ef639982d096e26e3b60aeffa90637
-    # via
-    #   anthropic
-    #   instructor
-eval-type-backport==0.2.2 \
-    --hash=sha256:cb6ad7c393517f476f96d456d0412ea80f0a8cf96f6892834cd9340149111b0a \
-    --hash=sha256:f0576b4cf01ebb5bd358d02314d31846af5e07678387486e2c798af0e7d849c1
-    # via mistralai
-exceptiongroup==1.3.0 ; python_full_version < '3.11' \
-    --hash=sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10 \
-    --hash=sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88
-    # via
-    #   anyio
-    #   pytest
-faker==37.4.0 \
-    --hash=sha256:7f69d579588c23d5ce671f3fa872654ede0e67047820255f43a4aa1925b89780 \
-    --hash=sha256:cb81c09ebe06c32a10971d1bbdb264bb0e22b59af59548f011ac4809556ce533
-    # via polyfactory
-fal-client==0.7.0 \
-    --hash=sha256:9bf02cfc56ac8957159e8a959ef08c57e5618ceac2cff552f72043363b92a72f \
-    --hash=sha256:f847ff76af5bd8f4f68541eff629481730656a374e6071dbb947a2ad9212f129
-    # via pipelex
-filetype==1.2.0 \
-    --hash=sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb \
-    --hash=sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25
-    # via pipelex
-frozenlist==1.6.0 \
-    --hash=sha256:01bcaa305a0fdad12745502bfd16a1c75b14558dabae226852f9159364573117 \
-    --hash=sha256:03572933a1969a6d6ab509d509e5af82ef80d4a5d4e1e9f2e1cdd22c77a3f4d2 \
-    --hash=sha256:0e6f8653acb82e15e5443dba415fb62a8732b68fe09936bb6d388c725b57f812 \
-    --hash=sha256:0f2ca7810b809ed0f1917293050163c7654cefc57a49f337d5cd9de717b8fad3 \
-    --hash=sha256:118e97556306402e2b010da1ef21ea70cb6d6122e580da64c056b96f524fbd6a \
-    --hash=sha256:1b8e8cd8032ba266f91136d7105706ad57770f3522eac4a111d77ac126a25a9b \
-    --hash=sha256:1c6eceb88aaf7221f75be6ab498dc622a151f5f88d536661af3ffc486245a626 \
-    --hash=sha256:1d7fb014fe0fbfee3efd6a94fc635aeaa68e5e1720fe9e57357f2e2c6e1a647e \
-    --hash=sha256:2bdfe2d7e6c9281c6e55523acd6c2bf77963cb422fdc7d142fb0cb6621b66878 \
-    --hash=sha256:2e8246877afa3f1ae5c979fe85f567d220f86a50dc6c493b9b7d8191181ae01e \
-    --hash=sha256:36d2fc099229f1e4237f563b2a3e0ff7ccebc3999f729067ce4e64a97a7f2869 \
-    --hash=sha256:37a8a52c3dfff01515e9bbbee0e6063181362f9de3db2ccf9bc96189b557cbfd \
-    --hash=sha256:3e911391bffdb806001002c1f860787542f45916c3baf764264a52765d5a5603 \
-    --hash=sha256:431ef6937ae0f853143e2ca67d6da76c083e8b1fe3df0e96f3802fd37626e606 \
-    --hash=sha256:437cfd39564744ae32ad5929e55b18ebd88817f9180e4cc05e7d53b75f79ce85 \
-    --hash=sha256:46138f5a0773d064ff663d273b309b696293d7a7c00a0994c5c13a5078134b64 \
-    --hash=sha256:482fe06e9a3fffbcd41950f9d890034b4a54395c60b5e61fae875d37a699813f \
-    --hash=sha256:49ba23817781e22fcbd45fd9ff2b9b8cdb7b16a42a4851ab8025cae7b22e96d0 \
-    --hash=sha256:4def87ef6d90429f777c9d9de3961679abf938cb6b7b63d4a7eb8a268babfce4 \
-    --hash=sha256:4e1be9111cb6756868ac242b3c2bd1f09d9aea09846e4f5c23715e7afb647103 \
-    --hash=sha256:52021b528f1571f98a7d4258c58aa8d4b1a96d4f01d00d51f1089f2e0323cb02 \
-    --hash=sha256:535eec9987adb04701266b92745d6cdcef2e77669299359c3009c3404dd5d191 \
-    --hash=sha256:54dece0d21dce4fdb188a1ffc555926adf1d1c516e493c2914d7c370e454bc9e \
-    --hash=sha256:62c828a5b195570eb4b37369fcbbd58e96c905768d53a44d13044355647838ff \
-    --hash=sha256:62dd7df78e74d924952e2feb7357d826af8d2f307557a779d14ddf94d7311be8 \
-    --hash=sha256:654e4ba1d0b2154ca2f096bed27461cf6160bc7f504a7f9a9ef447c293caf860 \
-    --hash=sha256:69bbd454f0fb23b51cadc9bdba616c9678e4114b6f9fa372d462ff2ed9323ec8 \
-    --hash=sha256:6ac40ec76041c67b928ca8aaffba15c2b2ee3f5ae8d0cb0617b5e63ec119ca25 \
-    --hash=sha256:716bbba09611b4663ecbb7cd022f640759af8259e12a6ca939c0a6acd49eedba \
-    --hash=sha256:75ecee69073312951244f11b8627e3700ec2bfe07ed24e3a685a5979f0412d24 \
-    --hash=sha256:7613d9977d2ab4a9141dde4a149f4357e4065949674c5649f920fec86ecb393e \
-    --hash=sha256:777704c1d7655b802c7850255639672e90e81ad6fa42b99ce5ed3fbf45e338dd \
-    --hash=sha256:77effc978947548b676c54bbd6a08992759ea6f410d4987d69feea9cd0919911 \
-    --hash=sha256:7b0f6cce16306d2e117cf9db71ab3a9e8878a28176aeaf0dbe35248d97b28d0c \
-    --hash=sha256:7b8c4dc422c1a3ffc550b465090e53b0bf4839047f3e436a34172ac67c45d595 \
-    --hash=sha256:7daa508e75613809c7a57136dec4871a21bca3080b3a8fc347c50b187df4f00c \
-    --hash=sha256:853ac025092a24bb3bf09ae87f9127de9fe6e0c345614ac92536577cf956dfcc \
-    --hash=sha256:85ef8d41764c7de0dcdaf64f733a27352248493a85a80661f3c678acd27e31f2 \
-    --hash=sha256:89ffdb799154fd4d7b85c56d5fa9d9ad48946619e0eb95755723fffa11022d75 \
-    --hash=sha256:8b314faa3051a6d45da196a2c495e922f987dc848e967d8cfeaee8a0328b1cd4 \
-    --hash=sha256:8c952f69dd524558694818a461855f35d36cc7f5c0adddce37e962c85d06eac0 \
-    --hash=sha256:8f5fef13136c4e2dee91bfb9a44e236fff78fc2cd9f838eddfc470c3d7d90afe \
-    --hash=sha256:920b6bd77d209931e4c263223381d63f76828bec574440f29eb497cf3394c249 \
-    --hash=sha256:94bb451c664415f02f07eef4ece976a2c65dcbab9c2f1705b7031a3a75349d8c \
-    --hash=sha256:95b7a8a3180dfb280eb044fdec562f9b461614c0ef21669aea6f1d3dac6ee576 \
-    --hash=sha256:9799257237d0479736e2b4c01ff26b5c7f7694ac9692a426cb717f3dc02fff9b \
-    --hash=sha256:9a0318c2068e217a8f5e3b85e35899f5a19e97141a45bb925bb357cfe1daf770 \
-    --hash=sha256:9a79713adfe28830f27a3c62f6b5406c37376c892b05ae070906f07ae4487046 \
-    --hash=sha256:9d124b38b3c299ca68433597ee26b7819209cb8a3a9ea761dfe9db3a04bba584 \
-    --hash=sha256:a2bda8be77660ad4089caf2223fdbd6db1858462c4b85b67fbfa22102021e497 \
-    --hash=sha256:a4d96dc5bcdbd834ec6b0f91027817214216b5b30316494d2b1aebffb87c534f \
-    --hash=sha256:a66781d7e4cddcbbcfd64de3d41a61d6bdde370fc2e38623f30b2bd539e84a9f \
-    --hash=sha256:abc4e880a9b920bc5020bf6a431a6bb40589d9bca3975c980495f63632e8382f \
-    --hash=sha256:ae8337990e7a45683548ffb2fee1af2f1ed08169284cd829cdd9a7fa7470530d \
-    --hash=sha256:b11534872256e1666116f6587a1592ef395a98b54476addb5e8d352925cb5d4a \
-    --hash=sha256:b35298b2db9c2468106278537ee529719228950a5fdda686582f68f247d1dc6e \
-    --hash=sha256:b99655c32c1c8e06d111e7f41c06c29a5318cb1835df23a45518e02a47c63b68 \
-    --hash=sha256:bb52c8166499a8150bfd38478248572c924c003cbb45fe3bcd348e5ac7c000f9 \
-    --hash=sha256:c444d824e22da6c9291886d80c7d00c444981a72686e2b59d38b285617cb52c8 \
-    --hash=sha256:c5b9e42ace7d95bf41e19b87cec8f262c41d3510d8ad7514ab3862ea2197bfb1 \
-    --hash=sha256:c6154c3ba59cda3f954c6333025369e42c3acd0c6e8b6ce31eb5c5b8116c07e0 \
-    --hash=sha256:ca9973735ce9f770d24d5484dcb42f68f135351c2fc81a7a9369e48cf2998a29 \
-    --hash=sha256:cbb56587a16cf0fb8acd19e90ff9924979ac1431baea8681712716a8337577b0 \
-    --hash=sha256:cdb2c7f071e4026c19a3e32b93a09e59b12000751fc9b0b7758da899e657d215 \
-    --hash=sha256:d108e2d070034f9d57210f22fefd22ea0d04609fc97c5f7f5a686b3471028590 \
-    --hash=sha256:d18689b40cb3936acd971f663ccb8e2589c45db5e2c5f07e0ec6207664029a9c \
-    --hash=sha256:d1a686d0b0949182b8faddea596f3fc11f44768d1f74d4cad70213b2e139d821 \
-    --hash=sha256:d1eb89bf3454e2132e046f9599fbcf0a4483ed43b40f545551a39316d0201cd1 \
-    --hash=sha256:d3ceb265249fb401702fce3792e6b44c1166b9319737d21495d3611028d95769 \
-    --hash=sha256:da5cb36623f2b846fb25009d9d9215322318ff1c63403075f812b3b2876c8506 \
-    --hash=sha256:da62fecac21a3ee10463d153549d8db87549a5e77eefb8c91ac84bb42bb1e4e3 \
-    --hash=sha256:e18036cb4caa17ea151fd5f3d70be9d354c99eb8cf817a3ccde8a7873b074348 \
-    --hash=sha256:e1c6bd2c6399920c9622362ce95a7d74e7f9af9bfec05fff91b8ce4b9647845a \
-    --hash=sha256:e2ada1d8515d3ea5378c018a5f6d14b4994d4036591a52ceaf1a1549dec8e1ad \
-    --hash=sha256:e4f9373c500dfc02feea39f7a56e4f543e670212102cc2eeb51d3a99c7ffbde6 \
-    --hash=sha256:e67ddb0749ed066b1a03fba812e2dcae791dd50e5da03be50b6a14d0c1a9ee45 \
-    --hash=sha256:e69bb81de06827147b7bfbaeb284d85219fa92d9f097e32cc73675f279d70188 \
-    --hash=sha256:e6e558ea1e47fd6fa8ac9ccdad403e5dd5ecc6ed8dda94343056fa4277d5c65e \
-    --hash=sha256:ea8e59105d802c5a38bdbe7362822c522230b3faba2aa35c0fa1765239b7dd70 \
-    --hash=sha256:f1a39819a5a3e84304cd286e3dc62a549fe60985415851b3337b6f5cc91907f1 \
-    --hash=sha256:f27a9f9a86dcf00708be82359db8de86b80d029814e6693259befe82bb58a106 \
-    --hash=sha256:f2c7d5aa19714b1b01a0f515d078a629e445e667b9da869a3cd0e6fe7dec78bd \
-    --hash=sha256:f3a7bb0fe1f7a70fb5c6f497dc32619db7d2cdd53164af30ade2f34673f8b1fc \
-    --hash=sha256:f4b3cd7334a4bbc0c472164f3744562cb72d05002cc6fcf58adb104630bbc352 \
-    --hash=sha256:f88bc0a2b9c2a835cb888b32246c27cdab5740059fb3688852bf91e915399b91 \
-    --hash=sha256:fb3b309f1d4086b5533cf7bbcf3f956f0ae6469664522f1bde4feed26fba60f1 \
-    --hash=sha256:fc5e64626e6682638d6e44398c9baf1d6ce6bc236d40b4b57255c9d3f9761f1f
-    # via
-    #   aiohttp
-    #   aiosignal
-google-auth==2.40.2 \
-    --hash=sha256:a33cde547a2134273226fa4b853883559947ebe9207521f7afc707efbf690f58 \
-    --hash=sha256:f7e568d42eedfded58734f6a60c58321896a621f7c116c411550a4b4a13da90b
-    # via
-    #   google-auth-oauthlib
-    #   google-genai
-google-auth-oauthlib==1.2.2 \
-    --hash=sha256:11046fb8d3348b296302dd939ace8af0a724042e8029c1b872d87fabc9f41684 \
-    --hash=sha256:fd619506f4b3908b5df17b65f39ca8d66ea56986e5472eb5978fd8f3786f00a2
-    # via pipelex
-google-genai==1.41.0 \
-    --hash=sha256:111a3ee64c1a0927d3879faddb368234594432479a40c311e5fe4db338ca8778 \
-    --hash=sha256:134f861bb0ace4e34af0501ecb75ceee15f7662fd8120698cd185e8cb39f2800
-    # via
-    #   instructor
-    #   pipelex
-h11==0.16.0 \
-    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
-    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
-    # via httpcore
-httpcore==1.0.9 \
-    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
-    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
-    # via httpx
-httpx==0.28.1 \
-    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
-    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-    # via
-    #   anthropic
-    #   fal-client
-    #   google-genai
-    #   mistralai
-    #   openai
-    #   pipelex
-httpx-sse==0.4.0 \
-    --hash=sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721 \
-    --hash=sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f
-    # via fal-client
-idna==3.10 \
-    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
-    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
-    # via
-    #   anyio
-    #   httpx
-    #   requests
-    #   yarl
-iniconfig==2.1.0 \
-    --hash=sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7 \
-    --hash=sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760
-    # via pytest
-instructor==1.8.3 \
-    --hash=sha256:04d64ebc0d6e5eee104f4715b18fac1a02c21757ae6ce76efa65d38cbd536b0b \
-    --hash=sha256:a2c5066458132dc50ec6faa87cab9a2dd6b11b3f45c0e563a2ef704892286945
-    # via pipelex
-jinja2==3.1.6 \
-    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
-    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
-    # via
-    #   instructor
-    #   pipelex
-jiter==0.8.2 \
-    --hash=sha256:025337859077b41548bdcbabe38698bcd93cfe10b06ff66617a48ff92c9aec60 \
-    --hash=sha256:14601dcac4889e0a1c75ccf6a0e4baf70dbc75041e51bcf8d0e9274519df6887 \
-    --hash=sha256:180a8aea058f7535d1c84183c0362c710f4750bef66630c05f40c93c2b152a0f \
-    --hash=sha256:2dd61c5afc88a4fda7d8b2cf03ae5947c6ac7516d32b7a15bf4b49569a5c076b \
-    --hash=sha256:32475a42b2ea7b344069dc1e81445cfc00b9d0e3ca837f0523072432332e9f74 \
-    --hash=sha256:37b2998606d6dadbb5ccda959a33d6a5e853252d921fec1792fc902351bb4e2c \
-    --hash=sha256:3ac9f578c46f22405ff7f8b1f5848fb753cc4b8377fbec8470a7dc3997ca7566 \
-    --hash=sha256:3b94a33a241bee9e34b8481cdcaa3d5c2116f575e0226e421bed3f7a6ea71cff \
-    --hash=sha256:4a9220497ca0cb1fe94e3f334f65b9b5102a0b8147646118f020d8ce1de70105 \
-    --hash=sha256:4ab9a87f3784eb0e098f84a32670cfe4a79cb6512fd8f42ae3d0709f06405d18 \
-    --hash=sha256:5127dc1abd809431172bc3fbe8168d6b90556a30bb10acd5ded41c3cfd6f43b6 \
-    --hash=sha256:5672a86d55416ccd214c778efccf3266b84f87b89063b582167d803246354be4 \
-    --hash=sha256:580ccf358539153db147e40751a0b41688a5ceb275e6f3e93d91c9467f42b2e3 \
-    --hash=sha256:58dc9bc9767a1101f4e5e22db1b652161a225874d66f0e5cb8e2c7d1c438b587 \
-    --hash=sha256:5a90a923338531b7970abb063cfc087eebae6ef8ec8139762007188f6bc69a9f \
-    --hash=sha256:653cf462db4e8c41995e33d865965e79641ef45369d8a11f54cd30888b7e6ff1 \
-    --hash=sha256:66227a2c7b575720c1871c8800d3a0122bb8ee94edb43a5685aa9aceb2782d44 \
-    --hash=sha256:6e5337bf454abddd91bd048ce0dca5134056fc99ca0205258766db35d0a2ea43 \
-    --hash=sha256:711e408732d4e9a0208008e5892c2966b485c783cd2d9a681f3eb147cf36c7ef \
-    --hash=sha256:76e324da7b5da060287c54f2fabd3db5f76468006c811831f051942bf68c9d44 \
-    --hash=sha256:789361ed945d8d42850f919342a8665d2dc79e7e44ca1c97cc786966a21f627a \
-    --hash=sha256:79aec8172b9e3c6d05fd4b219d5de1ac616bd8da934107325a6c0d0e866a21b6 \
-    --hash=sha256:7efe4853ecd3d6110301665a5178b9856be7e2a9485f49d91aa4d737ad2ae49e \
-    --hash=sha256:83c0efd80b29695058d0fd2fa8a556490dbce9804eac3e281f373bbc99045f6c \
-    --hash=sha256:8b9931fd36ee513c26b5bf08c940b0ac875de175341cbdd4fa3be109f0492586 \
-    --hash=sha256:8ffc86ae5e3e6a93765d49d1ab47b6075a9c978a2b3b80f0f32628f39caa0c88 \
-    --hash=sha256:92249669925bc1c54fcd2ec73f70f2c1d6a817928480ee1c65af5f6b81cdf12d \
-    --hash=sha256:9c63eaef32b7bebac8ebebf4dabebdbc6769a09c127294db6babee38e9f405b9 \
-    --hash=sha256:a6c710d657c8d1d2adbbb5c0b0c6bfcec28fd35bd6b5f016395f9ac43e878a15 \
-    --hash=sha256:a9584de0cd306072635fe4b89742bf26feae858a0683b399ad0c2509011b9dc0 \
-    --hash=sha256:ab7f43235d71e03b941c1630f4b6e3055d46b6cb8728a17663eaac9d8e83a865 \
-    --hash=sha256:af102d3372e917cffce49b521e4c32c497515119dc7bd8a75665e90a718bbf08 \
-    --hash=sha256:b25bd626bde7fb51534190c7e3cb97cee89ee76b76d7585580e22f34f5e3f393 \
-    --hash=sha256:b2dd880785088ff2ad21ffee205e58a8c1ddabc63612444ae41e5e4b321b39c0 \
-    --hash=sha256:b426f72cd77da3fec300ed3bc990895e2dd6b49e3bfe6c438592a3ba660e41ca \
-    --hash=sha256:ba5bdf56969cad2019d4e8ffd3f879b5fdc792624129741d3d83fc832fef8c7d \
-    --hash=sha256:bf55846c7b7a680eebaf9c3c48d630e1bf51bdf76c68a5f654b8524335b0ad29 \
-    --hash=sha256:ca1f08b8e43dc3bd0594c992fb1fd2f7ce87f7bf0d44358198d6da8034afdf84 \
-    --hash=sha256:ca8577f6a413abe29b079bc30f907894d7eb07a865c4df69475e868d73e71c7b \
-    --hash=sha256:cadcc978f82397d515bb2683fc0d50103acff2a180552654bb92d6045dec2c49 \
-    --hash=sha256:cd73d3e740666d0e639f678adb176fad25c1bcbdae88d8d7b857e1783bb4212d \
-    --hash=sha256:cde031d8413842a1e7501e9129b8e676e62a657f8ec8166e18a70d94d4682855 \
-    --hash=sha256:ce0820f4a3a59ddced7fce696d86a096d5cc48d32a4183483a17671a61edfddc \
-    --hash=sha256:d21974d246ed0181558087cd9f76e84e8321091ebfb3a93d4c341479a736f099 \
-    --hash=sha256:d35c864c2dff13dfd79fb070fc4fc6235d7b9b359efe340e1261deb21b9fcb66 \
-    --hash=sha256:d5c826a221851a8dc028eb6d7d6429ba03184fa3c7e83ae01cd6d3bd1d4bd17d \
-    --hash=sha256:e6ec2be506e7d6f9527dae9ff4b7f54e68ea44a0ef6b098256ddf895218a2f8f \
-    --hash=sha256:e725edd0929fa79f8349ab4ec7f81c714df51dc4e991539a578e5018fa4a7152 \
-    --hash=sha256:eb21aaa9a200d0a80dacc7a81038d2e476ffe473ffdd9c91eb745d623561de05 \
-    --hash=sha256:ecff0dc14f409599bbcafa7e470c00b80f17abc14d1405d38ab02e4b42e55b57 \
-    --hash=sha256:f557c55bc2b7676e74d39d19bcb8775ca295c7a028246175d6a8b431e70835e5 \
-    --hash=sha256:ffd9fee7d0775ebaba131f7ca2e2d83839a62ad65e8e02fe2bd8fc975cedeb9e
-    # via
-    #   anthropic
-    #   instructor
-    #   openai
-jmespath==1.0.1 \
-    --hash=sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980 \
-    --hash=sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe
-    # via
-    #   aiobotocore
-    #   boto3
-    #   botocore
-json2html==1.3.0 \
-    --hash=sha256:8951a53662ae9cfd812685facdba693fc950ffc1c1fd1a8a2d3cf4c34600689c
-    # via pipelex
-jsonpath-python==1.0.6 \
-    --hash=sha256:1e3b78df579f5efc23565293612decee04214609208a2335884b3ee3f786b575 \
-    --hash=sha256:dd5be4a72d8a2995c3f583cf82bf3cd1a9544cfdabf2d22595b67aff07349666
-    # via mistralai
-jsonref==1.1.0 \
-    --hash=sha256:32fe8e1d85af0fdefbebce950af85590b22b60f9e95443176adbde4e1ecea552 \
-    --hash=sha256:590dc7773df6c21cbf948b5dac07a72a251db28b0238ceecce0a2abfa8ec30a9
-    # via instructor
-kajson==0.3.1 \
-    --hash=sha256:a170883f04a9c5e72a3831ce65720324b078483e0360e6f249400e1c4b8d9ffa \
-    --hash=sha256:c129b5dd66f757ed8077c49803ea290f91ba6f5699717eb97b65d960bcc83ac4
-    # via pipelex
-markdown==3.8 \
-    --hash=sha256:794a929b79c5af141ef5ab0f2f642d0f7b1872981250230e72682346f7cc90dc \
-    --hash=sha256:7df81e63f0df5c4b24b7d156eb81e4690595239b7d70937d0409f1b0de319c6f
-    # via pipelex
-markdown-it-py==3.0.0 \
-    --hash=sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1 \
-    --hash=sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb
-    # via rich
-markupsafe==3.0.2 \
-    --hash=sha256:0bff5e0ae4ef2e1ae4fdf2dfd5b76c75e5c2fa4132d05fc1b0dabcd20c7e28c4 \
-    --hash=sha256:0f4ca02bea9a23221c0182836703cbf8930c5e9454bacce27e767509fa286a30 \
-    --hash=sha256:131a3c7689c85f5ad20f9f6fb1b866f402c445b220c19fe4308c0b147ccd2ad9 \
-    --hash=sha256:15ab75ef81add55874e7ab7055e9c397312385bd9ced94920f2802310c930396 \
-    --hash=sha256:1c99d261bd2d5f6b59325c92c73df481e05e57f19837bdca8413b9eac4bd8028 \
-    --hash=sha256:1e084f686b92e5b83186b07e8a17fc09e38fff551f3602b249881fec658d3eca \
-    --hash=sha256:2181e67807fc2fa785d0592dc2d6206c019b9502410671cc905d132a92866557 \
-    --hash=sha256:2cb8438c3cbb25e220c2ab33bb226559e7afb3baec11c4f218ffa7308603c832 \
-    --hash=sha256:3809ede931876f5b2ec92eef964286840ed3540dadf803dd570c3b7e13141a3b \
-    --hash=sha256:38a9ef736c01fccdd6600705b09dc574584b89bea478200c5fbf112a6b0d5579 \
-    --hash=sha256:3d79d162e7be8f996986c064d1c7c817f6df3a77fe3d6859f6f9e7be4b8c213a \
-    --hash=sha256:444dcda765c8a838eaae23112db52f1efaf750daddb2d9ca300bcae1039adc5c \
-    --hash=sha256:4aa4e5faecf353ed117801a068ebab7b7e09ffb6e1d5e412dc852e0da018126c \
-    --hash=sha256:52305740fe773d09cffb16f8ed0427942901f00adedac82ec8b67752f58a1b22 \
-    --hash=sha256:569511d3b58c8791ab4c2e1285575265991e6d8f8700c7be0e88f86cb0672094 \
-    --hash=sha256:57cb5a3cf367aeb1d316576250f65edec5bb3be939e9247ae594b4bcbc317dfb \
-    --hash=sha256:5b02fb34468b6aaa40dfc198d813a641e3a63b98c2b05a16b9f80b7ec314185e \
-    --hash=sha256:6381026f158fdb7c72a168278597a5e3a5222e83ea18f543112b2662a9b699c5 \
-    --hash=sha256:6af100e168aa82a50e186c82875a5893c5597a0c1ccdb0d8b40240b1f28b969a \
-    --hash=sha256:6c89876f41da747c8d3677a2b540fb32ef5715f97b66eeb0c6b66f5e3ef6f59d \
-    --hash=sha256:70a87b411535ccad5ef2f1df5136506a10775d267e197e4cf531ced10537bd6b \
-    --hash=sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8 \
-    --hash=sha256:846ade7b71e3536c4e56b386c2a47adf5741d2d8b94ec9dc3e92e5e1ee1e2225 \
-    --hash=sha256:88416bd1e65dcea10bc7569faacb2c20ce071dd1f87539ca2ab364bf6231393c \
-    --hash=sha256:8e06879fc22a25ca47312fbe7c8264eb0b662f6db27cb2d3bbbc74b1df4b9b87 \
-    --hash=sha256:9025b4018f3a1314059769c7bf15441064b2207cb3f065e6ea1e7359cb46db9d \
-    --hash=sha256:93335ca3812df2f366e80509ae119189886b0f3c2b81325d39efdb84a1e2ae93 \
-    --hash=sha256:9778bd8ab0a994ebf6f84c2b949e65736d5575320a17ae8984a77fab08db94cf \
-    --hash=sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158 \
-    --hash=sha256:a123e330ef0853c6e822384873bef7507557d8e4a082961e1defa947aa59ba84 \
-    --hash=sha256:a904af0a6162c73e3edcb969eeeb53a63ceeb5d8cf642fade7d39e7963a22ddb \
-    --hash=sha256:ad10d3ded218f1039f11a75f8091880239651b52e9bb592ca27de44eed242a48 \
-    --hash=sha256:b424c77b206d63d500bcb69fa55ed8d0e6a3774056bdc4839fc9298a7edca171 \
-    --hash=sha256:b5a6b3ada725cea8a5e634536b1b01c30bcdcd7f9c6fff4151548d5bf6b3a36c \
-    --hash=sha256:ba8062ed2cf21c07a9e295d5b8a2a5ce678b913b45fdf68c32d95d6c1291e0b6 \
-    --hash=sha256:ba9527cdd4c926ed0760bc301f6728ef34d841f405abf9d4f959c478421e4efd \
-    --hash=sha256:bbcb445fa71794da8f178f0f6d66789a28d7319071af7a496d4d507ed566270d \
-    --hash=sha256:bcf3e58998965654fdaff38e58584d8937aa3096ab5354d493c77d1fdd66d7a1 \
-    --hash=sha256:c0ef13eaeee5b615fb07c9a7dadb38eac06a0608b41570d8ade51c56539e509d \
-    --hash=sha256:cabc348d87e913db6ab4aa100f01b08f481097838bdddf7c7a84b7575b7309ca \
-    --hash=sha256:cdb82a876c47801bb54a690c5ae105a46b392ac6099881cdfb9f6e95e4014c6a \
-    --hash=sha256:d16a81a06776313e817c951135cf7340a3e91e8c1ff2fac444cfd75fffa04afe \
-    --hash=sha256:d8213e09c917a951de9d09ecee036d5c7d36cb6cb7dbaece4c71a60d79fb9798 \
-    --hash=sha256:e07c3764494e3776c602c1e78e298937c3315ccc9043ead7e685b7f2b8d47b3c \
-    --hash=sha256:e17c96c14e19278594aa4841ec148115f9c7615a47382ecb6b82bd8fea3ab0c8 \
-    --hash=sha256:e444a31f8db13eb18ada366ab3cf45fd4b31e4db1236a4448f68778c1d1a5a2f \
-    --hash=sha256:e6a2a455bd412959b57a172ce6328d2dd1f01cb2135efda2e4576e8a23fa3b0f \
-    --hash=sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0 \
-    --hash=sha256:f3818cb119498c0678015754eba762e0d61e5b52d34c8b13d770f0719f7b1d79 \
-    --hash=sha256:f8b3d067f2e40fe93e1ccdd6b2e1d16c43140e76f02fb1319a05cf2b79d99430 \
-    --hash=sha256:fcabf5ff6eea076f859677f5f0b6b5c1a51e70a376b0579e0eadef8db48c6b50
-    # via jinja2
-mdurl==0.1.2 \
-    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
-    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
-    # via markdown-it-py
-mistralai==1.5.2 \
-    --hash=sha256:5b1112acebbcad1afd7732ce0bd60614975b64999801c555c54768ac41f506ae \
-    --hash=sha256:f39e6e51e8939aac2602e4badcb18712cbee2df33d86100c559333e609b92d17
-    # via pipelex
-multidict==6.4.4 \
-    --hash=sha256:0327ad2c747a6600e4797d115d3c38a220fdb28e54983abe8964fd17e95ae83c \
-    --hash=sha256:058cc59b9e9b143cc56715e59e22941a5d868c322242278d28123a5d09cdf6b0 \
-    --hash=sha256:0d2b9712211b860d123815a80b859075d86a4d54787e247d7fbee9db6832cf1c \
-    --hash=sha256:0e05c39962baa0bb19a6b210e9b1422c35c093b651d64246b6c2e1a7e242d9fd \
-    --hash=sha256:0f14ea68d29b43a9bf37953881b1e3eb75b2739e896ba4a6aa4ad4c5b9ffa145 \
-    --hash=sha256:169c4ba7858176b797fe551d6e99040c531c775d2d57b31bcf4de6d7a669847f \
-    --hash=sha256:1d0121ccce8c812047d8d43d691a1ad7641f72c4f730474878a5aeae1b8ead8c \
-    --hash=sha256:232b7237e57ec3c09be97206bfb83a0aa1c5d7d377faa019c68a210fa35831f1 \
-    --hash=sha256:329ae97fc2f56f44d91bc47fe0972b1f52d21c4b7a2ac97040da02577e2daca2 \
-    --hash=sha256:3312f63261b9df49be9d57aaa6abf53a6ad96d93b24f9cc16cf979956355ce6e \
-    --hash=sha256:33a12ebac9f380714c298cbfd3e5b9c0c4e89c75fe612ae496512ee51028915f \
-    --hash=sha256:343892a27d1a04d6ae455ecece12904d242d299ada01633d94c4f431d68a8c49 \
-    --hash=sha256:3e9f1cd61a0ab857154205fb0b1f3d3ace88d27ebd1409ab7af5096e409614cd \
-    --hash=sha256:4efc31dfef8c4eeb95b6b17d799eedad88c4902daba39ce637e23a17ea078915 \
-    --hash=sha256:4f5f29794ac0e73d2a06ac03fd18870adc0135a9d384f4a306a951188ed02f95 \
-    --hash=sha256:4ffc3c6a37e048b5395ee235e4a2a0d639c2349dffa32d9367a42fc20d399772 \
-    --hash=sha256:50855d03e9e4d66eab6947ba688ffb714616f985838077bc4b490e769e48da51 \
-    --hash=sha256:51d662c072579f63137919d7bb8fc250655ce79f00c82ecf11cab678f335062e \
-    --hash=sha256:530d86827a2df6504526106b4c104ba19044594f8722d3e87714e847c74a0275 \
-    --hash=sha256:55ae0721c1513e5e3210bca4fc98456b980b0c2c016679d3d723119b6b202c42 \
-    --hash=sha256:5883d6ee0fd9d8a48e9174df47540b7545909841ac82354c7ae4cbe9952603bd \
-    --hash=sha256:5bce06b83be23225be1905dcdb6b789064fae92499fbc458f59a8c0e68718601 \
-    --hash=sha256:5e0ba18a9afd495f17c351d08ebbc4284e9c9f7971d715f196b79636a4d0de44 \
-    --hash=sha256:5e2bcda30d5009996ff439e02a9f2b5c3d64a20151d34898c000a6281faa3781 \
-    --hash=sha256:622f26ea6a7e19b7c48dd9228071f571b2fbbd57a8cd71c061e848f281550e6b \
-    --hash=sha256:632a3bf8f1787f7ef7d3c2f68a7bde5be2f702906f8b5842ad6da9d974d0aab3 \
-    --hash=sha256:66ed0731f8e5dfd8369a883b6e564aca085fb9289aacabd9decd70568b9a30de \
-    --hash=sha256:69133376bc9a03f8c47343d33f91f74a99c339e8b58cea90433d8e24bb298031 \
-    --hash=sha256:69ee9e6ba214b5245031b76233dd95408a0fd57fdb019ddcc1ead4790932a8e8 \
-    --hash=sha256:6a2f58a66fe2c22615ad26156354005391e26a2f3721c3621504cd87c1ea87bf \
-    --hash=sha256:6a602151dbf177be2450ef38966f4be3467d41a86c6a845070d12e17c858a156 \
-    --hash=sha256:6ed5ae5605d4ad5a049fad2a28bb7193400700ce2f4ae484ab702d1e3749c3f9 \
-    --hash=sha256:73484a94f55359780c0f458bbd3c39cb9cf9c182552177d2136e828269dee529 \
-    --hash=sha256:75493f28dbadecdbb59130e74fe935288813301a8554dc32f0c631b6bdcdf8b0 \
-    --hash=sha256:7cf3bd54c56aa16fdb40028d545eaa8d051402b61533c21e84046e05513d5780 \
-    --hash=sha256:7f3d3b3c34867579ea47cbd6c1f2ce23fbfd20a273b6f9e3177e256584f1eacc \
-    --hash=sha256:82ffabefc8d84c2742ad19c37f02cde5ec2a1ee172d19944d380f920a340e4b9 \
-    --hash=sha256:83ec4967114295b8afd120a8eec579920c882831a3e4c3331d591a8e5bfbbc0f \
-    --hash=sha256:87a728af265e08f96b6318ebe3c0f68b9335131f461efab2fc64cc84a44aa6ed \
-    --hash=sha256:87cb72263946b301570b0f63855569a24ee8758aaae2cd182aae7d95fbc92ca7 \
-    --hash=sha256:8adee3ac041145ffe4488ea73fa0a622b464cc25340d98be76924d0cda8545ff \
-    --hash=sha256:8cd8f81f1310182362fb0c7898145ea9c9b08a71081c5963b40ee3e3cac589b1 \
-    --hash=sha256:8ffb40b74400e4455785c2fa37eba434269149ec525fc8329858c862e4b35373 \
-    --hash=sha256:93ec84488a384cd7b8a29c2c7f467137d8a73f6fe38bb810ecf29d1ade011a7c \
-    --hash=sha256:941f1bec2f5dbd51feeb40aea654c2747f811ab01bdd3422a48a4e4576b7d76a \
-    --hash=sha256:98af87593a666f739d9dba5d0ae86e01b0e1a9cfcd2e30d2d361fbbbd1a9162d \
-    --hash=sha256:995f985e2e268deaf17867801b859a282e0448633f1310e3704b30616d269d69 \
-    --hash=sha256:9abcf56a9511653fa1d052bfc55fbe53dbee8f34e68bd6a5a038731b0ca42d15 \
-    --hash=sha256:9bbf7bd39822fd07e3609b6b4467af4c404dd2b88ee314837ad1830a7f4a8299 \
-    --hash=sha256:9c17341ee04545fd962ae07330cb5a39977294c883485c8d74634669b1f7fe04 \
-    --hash=sha256:9f193eeda1857f8e8d3079a4abd258f42ef4a4bc87388452ed1e1c4d2b0c8740 \
-    --hash=sha256:9faf1b1dcaadf9f900d23a0e6d6c8eadd6a95795a0e57fcca73acce0eb912065 \
-    --hash=sha256:9fcad2945b1b91c29ef2b4050f590bfcb68d8ac8e0995a74e659aa57e8d78e01 \
-    --hash=sha256:a145c550900deb7540973c5cdb183b0d24bed6b80bf7bddf33ed8f569082535e \
-    --hash=sha256:a4d1cb1327c6082c4fce4e2a438483390964c02213bc6b8d782cf782c9b1471f \
-    --hash=sha256:a887b77f51d3d41e6e1a63cf3bc7ddf24de5939d9ff69441387dfefa58ac2e26 \
-    --hash=sha256:a920f9cf2abdf6e493c519492d892c362007f113c94da4c239ae88429835bad1 \
-    --hash=sha256:aff4cafea2d120327d55eadd6b7f1136a8e5a0ecf6fb3b6863e8aca32cd8e50a \
-    --hash=sha256:b0f1987787f5f1e2076b59692352ab29a955b09ccc433c1f6b8e8e18666f608b \
-    --hash=sha256:b308402608493638763abc95f9dc0030bbd6ac6aff784512e8ac3da73a88af08 \
-    --hash=sha256:b61e98c3e2a861035aaccd207da585bdcacef65fe01d7a0d07478efac005e028 \
-    --hash=sha256:b9eb4c59c54421a32b3273d4239865cb14ead53a606db066d7130ac80cc8ec93 \
-    --hash=sha256:ba852168d814b2c73333073e1c7116d9395bea69575a01b0b3c89d2d5a87c8fb \
-    --hash=sha256:bb5ac9e5bfce0e6282e7f59ff7b7b9a74aa8e5c60d38186a4637f5aa764046ad \
-    --hash=sha256:bb61ffd3ab8310d93427e460f565322c44ef12769f51f77277b4abad7b6f7223 \
-    --hash=sha256:bbfcb60396f9bcfa63e017a180c3105b8c123a63e9d1428a36544e7d37ca9e20 \
-    --hash=sha256:bd4557071b561a8b3b6075c3ce93cf9bfb6182cb241805c3d66ced3b75eff4ac \
-    --hash=sha256:be06e73c06415199200e9a2324a11252a3d62030319919cde5e6950ffeccf72e \
-    --hash=sha256:c04157266344158ebd57b7120d9b0b35812285d26d0e78193e17ef57bfe2979a \
-    --hash=sha256:c27e5dcf520923d6474d98b96749e6805f7677e93aaaf62656005b8643f907ab \
-    --hash=sha256:c93a6fb06cc8e5d3628b2b5fda215a5db01e8f08fc15fadd65662d9b857acbe4 \
-    --hash=sha256:cbebaa076aaecad3d4bb4c008ecc73b09274c952cf6a1b78ccfd689e51f5a5b0 \
-    --hash=sha256:cc5d83c6619ca5c9672cb78b39ed8542f1975a803dee2cda114ff73cbb076edd \
-    --hash=sha256:d1a20707492db9719a05fc62ee215fd2c29b22b47c1b1ba347f9abc831e26683 \
-    --hash=sha256:d1f7cbd4f1f44ddf5fd86a8675b7679176eae770f2fc88115d6dddb6cefb59bc \
-    --hash=sha256:d21c1212171cf7da703c5b0b7a0e85be23b720818aef502ad187d627316d5645 \
-    --hash=sha256:d2fa86af59f8fc1972e121ade052145f6da22758f6996a197d69bb52f8204e7e \
-    --hash=sha256:d5b1cc3ab8c31d9ebf0faa6e3540fb91257590da330ffe6d2393d4208e638925 \
-    --hash=sha256:d6b15c55721b1b115c5ba178c77104123745b1417527ad9641a4c5e2047450f0 \
-    --hash=sha256:d832c608f94b9f92a0ec8b7e949be7792a642b6e535fcf32f3e28fab69eeb046 \
-    --hash=sha256:d83f18315b9fca5db2452d1881ef20f79593c4aa824095b62cb280019ef7aa3d \
-    --hash=sha256:d877447e7368c7320832acb7159557e49b21ea10ffeb135c1077dbbc0816b598 \
-    --hash=sha256:dc388f75a1c00000824bf28b7633e40854f4127ede80512b44c3cfeeea1839a2 \
-    --hash=sha256:dc8c9736d8574b560634775ac0def6bdc1661fc63fa27ffdfc7264c565bcb4f2 \
-    --hash=sha256:e5f8a146184da7ea12910a4cec51ef85e44f6268467fb489c3caf0cd512f29c2 \
-    --hash=sha256:ecde56ea2439b96ed8a8d826b50c57364612ddac0438c39e473fafad7ae1c23b \
-    --hash=sha256:f682c42003c7264134bfe886376299db4cc0c6cd06a3295b41b347044bcb5482
-    # via
-    #   aiobotocore
-    #   aiohttp
-    #   yarl
-mypy==1.16.0 \
-    --hash=sha256:021a68568082c5b36e977d54e8f1de978baf401a33884ffcea09bd8e88a98f4c \
-    --hash=sha256:089bedc02307c2548eb51f426e085546db1fa7dd87fbb7c9fa561575cf6eb1ff \
-    --hash=sha256:09a8da6a0ee9a9770b8ff61b39c0bb07971cda90e7297f4213741b48a0cc8d93 \
-    --hash=sha256:0b07e107affb9ee6ce1f342c07f51552d126c32cd62955f59a7db94a51ad12c0 \
-    --hash=sha256:29e1499864a3888bca5c1542f2d7232c6e586295183320caa95758fc84034031 \
-    --hash=sha256:4086883a73166631307fdd330c4a9080ce24913d4f4c5ec596c601b3a4bdd777 \
-    --hash=sha256:54066fed302d83bf5128632d05b4ec68412e1f03ef2c300434057d66866cea4b \
-    --hash=sha256:55f9076c6ce55dd3f8cd0c6fff26a008ca8e5131b89d5ba6d86bd3f47e736eeb \
-    --hash=sha256:6a2322896003ba66bbd1318c10d3afdfe24e78ef12ea10e2acd985e9d684a666 \
-    --hash=sha256:7909541fef256527e5ee9c0a7e2aeed78b6cda72ba44298d1334fe7881b05c5c \
-    --hash=sha256:82d056e6faa508501af333a6af192c700b33e15865bda49611e3d7d8358ebea2 \
-    --hash=sha256:84b94283f817e2aa6350a14b4a8fb2a35a53c286f97c9d30f53b63620e7af8ab \
-    --hash=sha256:936ccfdd749af4766be824268bfe22d1db9eb2f34a3ea1d00ffbe5b5265f5491 \
-    --hash=sha256:9f826aaa7ff8443bac6a494cf743f591488ea940dd360e7dd330e30dd772a5ab \
-    --hash=sha256:a7e32297a437cc915599e0578fa6bc68ae6a8dc059c9e009c628e1c47f91495d \
-    --hash=sha256:a9e056237c89f1587a3be1a3a70a06a698d25e2479b9a2f57325ddaaffc3567b \
-    --hash=sha256:afe420c9380ccec31e744e8baff0d406c846683681025db3531b32db56962d52 \
-    --hash=sha256:b4968f14f44c62e2ec4a038c8797a87315be8df7740dc3ee8d3bfe1c6bf5dba8 \
-    --hash=sha256:bd4e1ebe126152a7bbaa4daedd781c90c8f9643c79b9748caa270ad542f12bec \
-    --hash=sha256:c5436d11e89a3ad16ce8afe752f0f373ae9620841c50883dc96f8b8805620b13 \
-    --hash=sha256:c6fb60cbd85dc65d4d63d37cb5c86f4e3a301ec605f606ae3a9173e5cf34997b \
-    --hash=sha256:d045d33c284e10a038f5e29faca055b90eee87da3fc63b8889085744ebabb5a1 \
-    --hash=sha256:e71d6f0090c2256c713ed3d52711d01859c82608b5d68d4fa01a3fe30df95571 \
-    --hash=sha256:eb14a4a871bb8efb1e4a50360d4e3c8d6c601e7a31028a2c79f9bb659b63d730 \
-    --hash=sha256:f2622af30bf01d8fc36466231bdd203d120d7a599a6d88fb22bdcb9dbff84090 \
-    --hash=sha256:feec38097f71797da0231997e0de3a58108c51845399669ebc532c815f93866b
-    # via my-project
-mypy-extensions==1.1.0 \
-    --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \
-    --hash=sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558
-    # via
-    #   mypy
-    #   typing-inspect
-networkx==3.4.2 ; python_full_version < '3.11' \
-    --hash=sha256:307c3669428c5362aab27c8a1260aa8f47c4e91d3891f48be0141738d8d053e1 \
-    --hash=sha256:df5d4365b724cf81b8c6a7312509d0c22386097011ad1abe274afd5e9d3bbc5f
-    # via pipelex
-networkx==3.5 ; python_full_version >= '3.11' \
-    --hash=sha256:0030d386a9a06dee3565298b4a734b68589749a544acbb6c412dc9e2489ec6ec \
-    --hash=sha256:d4c6f9cf81f52d69230866796b82afbccdec3db7ae4fbd1b65ea750feed50037
-    # via pipelex
-nodeenv==1.9.1 \
-    --hash=sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f \
-    --hash=sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9
-    # via pyright
-numpy==2.2.6 \
-    --hash=sha256:038613e9fb8c72b0a41f025a7e4c3f0b7a1b5d768ece4796b674c8f3fe13efff \
-    --hash=sha256:0678000bb9ac1475cd454c6b8c799206af8107e310843532b04d49649c717a47 \
-    --hash=sha256:0811bb762109d9708cca4d0b13c4f67146e3c3b7cf8d34018c722adb2d957c84 \
-    --hash=sha256:0b605b275d7bd0c640cad4e5d30fa701a8d59302e127e5f79138ad62762c3e3d \
-    --hash=sha256:0bca768cd85ae743b2affdc762d617eddf3bcf8724435498a1e80132d04879e6 \
-    --hash=sha256:1bc23a79bfabc5d056d106f9befb8d50c31ced2fbc70eedb8155aec74a45798f \
-    --hash=sha256:287cc3162b6f01463ccd86be154f284d0893d2b3ed7292439ea97eafa8170e0b \
-    --hash=sha256:37c0ca431f82cd5fa716eca9506aefcabc247fb27ba69c5062a6d3ade8cf8f49 \
-    --hash=sha256:37e990a01ae6ec7fe7fa1c26c55ecb672dd98b19c3d0e1d1f326fa13cb38d163 \
-    --hash=sha256:389d771b1623ec92636b0786bc4ae56abafad4a4c513d36a55dce14bd9ce8571 \
-    --hash=sha256:3d70692235e759f260c3d837193090014aebdf026dfd167834bcba43e30c2a42 \
-    --hash=sha256:41c5a21f4a04fa86436124d388f6ed60a9343a6f767fced1a8a71c3fbca038ff \
-    --hash=sha256:481b49095335f8eed42e39e8041327c05b0f6f4780488f61286ed3c01368d491 \
-    --hash=sha256:4eeaae00d789f66c7a25ac5f34b71a7035bb474e679f410e5e1a94deb24cf2d4 \
-    --hash=sha256:55a4d33fa519660d69614a9fad433be87e5252f4b03850642f88993f7b2ca566 \
-    --hash=sha256:5a6429d4be8ca66d889b7cf70f536a397dc45ba6faeb5f8c5427935d9592e9cf \
-    --hash=sha256:5bd4fc3ac8926b3819797a7c0e2631eb889b4118a9898c84f585a54d475b7e40 \
-    --hash=sha256:5beb72339d9d4fa36522fc63802f469b13cdbe4fdab4a288f0c441b74272ebfd \
-    --hash=sha256:6031dd6dfecc0cf9f668681a37648373bddd6421fff6c66ec1624eed0180ee06 \
-    --hash=sha256:71594f7c51a18e728451bb50cc60a3ce4e6538822731b2933209a1f3614e9282 \
-    --hash=sha256:74d4531beb257d2c3f4b261bfb0fc09e0f9ebb8842d82a7b4209415896adc680 \
-    --hash=sha256:7befc596a7dc9da8a337f79802ee8adb30a552a94f792b9c9d18c840055907db \
-    --hash=sha256:894b3a42502226a1cac872f840030665f33326fc3dac8e57c607905773cdcde3 \
-    --hash=sha256:8e41fd67c52b86603a91c1a505ebaef50b3314de0213461c7a6e99c9a3beff90 \
-    --hash=sha256:8e9ace4a37db23421249ed236fdcdd457d671e25146786dfc96835cd951aa7c1 \
-    --hash=sha256:8fc377d995680230e83241d8a96def29f204b5782f371c532579b4f20607a289 \
-    --hash=sha256:9551a499bf125c1d4f9e250377c1ee2eddd02e01eac6644c080162c0c51778ab \
-    --hash=sha256:b0544343a702fa80c95ad5d3d608ea3599dd54d4632df855e4c8d24eb6ecfa1c \
-    --hash=sha256:b093dd74e50a8cba3e873868d9e93a85b78e0daf2e98c6797566ad8044e8363d \
-    --hash=sha256:b412caa66f72040e6d268491a59f2c43bf03eb6c96dd8f0307829feb7fa2b6fb \
-    --hash=sha256:b4f13750ce79751586ae2eb824ba7e1e8dba64784086c98cdbbcc6a42112ce0d \
-    --hash=sha256:b64d8d4d17135e00c8e346e0a738deb17e754230d7e0810ac5012750bbd85a5a \
-    --hash=sha256:ba10f8411898fc418a521833e014a77d3ca01c15b0c6cdcce6a0d2897e6dbbdf \
-    --hash=sha256:bd48227a919f1bafbdda0583705e547892342c26fb127219d60a5c36882609d1 \
-    --hash=sha256:c1f9540be57940698ed329904db803cf7a402f3fc200bfe599334c9bd84a40b2 \
-    --hash=sha256:c820a93b0255bc360f53eca31a0e676fd1101f673dda8da93454a12e23fc5f7a \
-    --hash=sha256:ce47521a4754c8f4593837384bd3424880629f718d87c5d44f8ed763edd63543 \
-    --hash=sha256:d042d24c90c41b54fd506da306759e06e568864df8ec17ccc17e9e884634fd00 \
-    --hash=sha256:de749064336d37e340f640b05f24e9e3dd678c57318c7289d222a8a2f543e90c \
-    --hash=sha256:e1dda9c7e08dc141e0247a5b8f49cf05984955246a327d4c48bda16821947b2f \
-    --hash=sha256:e29554e2bef54a90aa5cc07da6ce955accb83f21ab5de01a62c8478897b264fd \
-    --hash=sha256:e3143e4451880bed956e706a3220b4e5cf6172ef05fcc397f6f36a550b1dd868 \
-    --hash=sha256:e8213002e427c69c45a52bbd94163084025f533a55a59d6f9c5b820774ef3303 \
-    --hash=sha256:efd28d4e9cd7d7a8d39074a4d44c63eda73401580c5c76acda2ce969e0a38e83 \
-    --hash=sha256:f0fd6321b839904e15c46e0d257fdd101dd7f530fe03fd6359c1ea63738703f3 \
-    --hash=sha256:f1372f041402e37e5e633e586f62aa53de2eac8d98cbfb822806ce4bbefcb74d \
-    --hash=sha256:f2618db89be1b4e05f7a1a847a9c1c0abd63e63a1607d892dd54668dd92faf87 \
-    --hash=sha256:f447e6acb680fd307f40d3da4852208af94afdfab89cf850986c3ca00562f4fa \
-    --hash=sha256:f92729c95468a2f4f15e9bb94c432a9229d0d50de67304399627a943201baa2f \
-    --hash=sha256:f9f1adb22318e121c5c69a09142811a201ef17ab257a1e66ca3025065b7f53ae \
-    --hash=sha256:fc0c5673685c508a142ca65209b4e79ed6740a4ed6b2267dbba90f34b0b3cfda \
-    --hash=sha256:fc7b73d02efb0e18c000e9ad8b83480dfcd5dfd11065997ed4c6747470ae8915 \
-    --hash=sha256:fd83c01228a688733f1ded5201c678f0c53ecc1006ffbc404db9f7a899ac6249 \
-    --hash=sha256:fe27749d33bb772c80dcd84ae7e8df2adc920ae8297400dabec45f0dedb3f6de \
-    --hash=sha256:fee4236c876c4e8369388054d02d0e9bb84821feb1a64dd59e137e6511a551f8
-    # via types-networkx
-oauthlib==3.2.2 \
-    --hash=sha256:8139f29aac13e25d502680e9e19963e83f16838d48a0d71c287fe40e7067fbca \
-    --hash=sha256:9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918
-    # via requests-oauthlib
-openai==1.82.1 \
-    --hash=sha256:334eb5006edf59aa464c9e932b9d137468d810b2659e5daea9b3a8c39d052395 \
-    --hash=sha256:ffc529680018e0417acac85f926f92aa0bbcbc26e82e2621087303c66bc7f95d
-    # via
-    #   instructor
-    #   pipelex
-packaging==25.0 \
-    --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484 \
-    --hash=sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f
-    # via
-    #   pytest
-    #   pytest-sugar
-pathspec==0.12.1 \
-    --hash=sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08 \
-    --hash=sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712
-    # via mypy
-pillow==11.2.1 \
-    --hash=sha256:036e53f4170e270ddb8797d4c590e6dd14d28e15c7da375c18978045f7e6c37b \
-    --hash=sha256:062b7a42d672c45a70fa1f8b43d1d38ff76b63421cbbe7f88146b39e8a558d91 \
-    --hash=sha256:0c3e6d0f59171dfa2e25d7116217543310908dfa2770aa64b8f87605f8cacc97 \
-    --hash=sha256:0c7b29dbd4281923a2bfe562acb734cee96bbb129e96e6972d315ed9f232bef4 \
-    --hash=sha256:0f5c7eda47bf8e3c8a283762cab94e496ba977a420868cb819159980b6709193 \
-    --hash=sha256:127bf6ac4a5b58b3d32fc8289656f77f80567d65660bc46f72c0d77e6600cc95 \
-    --hash=sha256:14e33b28bf17c7a38eede290f77db7c664e4eb01f7869e37fa98a5aa95978941 \
-    --hash=sha256:14f73f7c291279bd65fda51ee87affd7c1e097709f7fdd0188957a16c264601f \
-    --hash=sha256:191955c55d8a712fab8934a42bfefbf99dd0b5875078240943f913bb66d46d9f \
-    --hash=sha256:1d535df14716e7f8776b9e7fee118576d65572b4aad3ed639be9e4fa88a1cad3 \
-    --hash=sha256:208653868d5c9ecc2b327f9b9ef34e0e42a4cdd172c2988fd81d62d2bc9bc044 \
-    --hash=sha256:21e1470ac9e5739ff880c211fc3af01e3ae505859392bf65458c224d0bf283eb \
-    --hash=sha256:225c832a13326e34f212d2072982bb1adb210e0cc0b153e688743018c94a2681 \
-    --hash=sha256:25a5f306095c6780c52e6bbb6109624b95c5b18e40aab1c3041da3e9e0cd3e2d \
-    --hash=sha256:2728567e249cdd939f6cc3d1f049595c66e4187f3c34078cbc0a7d21c47482d2 \
-    --hash=sha256:312c77b7f07ab2139924d2639860e084ec2a13e72af54d4f08ac843a5fc9c79d \
-    --hash=sha256:31df6e2d3d8fc99f993fd253e97fae451a8db2e7207acf97859732273e108406 \
-    --hash=sha256:35ca289f712ccfc699508c4658a1d14652e8033e9b69839edf83cbdd0ba39e70 \
-    --hash=sha256:36d6b82164c39ce5482f649b437382c0fb2395eabc1e2b1702a6deb8ad647d6e \
-    --hash=sha256:39ad2e0f424394e3aebc40168845fee52df1394a4673a6ee512d840d14ab3013 \
-    --hash=sha256:3e645b020f3209a0181a418bffe7b4a93171eef6c4ef6cc20980b30bebf17b7d \
-    --hash=sha256:3fe735ced9a607fee4f481423a9c36701a39719252a9bb251679635f99d0f7d2 \
-    --hash=sha256:4d375eb838755f2528ac8cbc926c3e31cc49ca4ad0cf79cff48b20e30634a4a7 \
-    --hash=sha256:4eb92eca2711ef8be42fd3f67533765d9fd043b8c80db204f16c8ea62ee1a751 \
-    --hash=sha256:5119225c622403afb4b44bad4c1ca6c1f98eed79db8d3bc6e4e160fc6339d66c \
-    --hash=sha256:562d11134c97a62fe3af29581f083033179f7ff435f78392565a1ad2d1c2c45c \
-    --hash=sha256:598174aef4589af795f66f9caab87ba4ff860ce08cd5bb447c6fc553ffee603c \
-    --hash=sha256:63b5dff3a68f371ea06025a1a6966c9a1e1ee452fc8020c2cd0ea41b83e9037b \
-    --hash=sha256:738db0e0941ca0376804d4de6a782c005245264edaa253ffce24e5a15cbdc7bd \
-    --hash=sha256:74ee3d7ecb3f3c05459ba95eed5efa28d6092d751ce9bf20e3e253a4e497e691 \
-    --hash=sha256:750f96efe0597382660d8b53e90dd1dd44568a8edb51cb7f9d5d918b80d4de14 \
-    --hash=sha256:78092232a4ab376a35d68c4e6d5e00dfd73454bd12b230420025fbe178ee3b0b \
-    --hash=sha256:78afba22027b4accef10dbd5eed84425930ba41b3ea0a86fa8d20baaf19d807f \
-    --hash=sha256:7bdb5e09068332578214cadd9c05e3d64d99e0e87591be22a324bdbc18925be0 \
-    --hash=sha256:80f1df8dbe9572b4b7abdfa17eb5d78dd620b1d55d9e25f834efdbee872d3aed \
-    --hash=sha256:85d27ea4c889342f7e35f6d56e7e1cb345632ad592e8c51b693d7b7556043ce0 \
-    --hash=sha256:8ce2e8411c7aaef53e6bb29fe98f28cd4fbd9a1d9be2eeea434331aac0536b22 \
-    --hash=sha256:8f4f3724c068be008c08257207210c138d5f3731af6c155a81c2b09a9eb3a788 \
-    --hash=sha256:9622e3b6c1d8b551b6e6f21873bdcc55762b4b2126633014cea1803368a9aa16 \
-    --hash=sha256:9b7b0d4fd2635f54ad82785d56bc0d94f147096493a79985d0ab57aedd563156 \
-    --hash=sha256:9bc7ae48b8057a611e5fe9f853baa88093b9a76303937449397899385da06fad \
-    --hash=sha256:9db98ab6565c69082ec9b0d4e40dd9f6181dab0dd236d26f7a50b8b9bfbd5076 \
-    --hash=sha256:9ee66787e095127116d91dea2143db65c7bb1e232f617aa5957c0d9d2a3f23a7 \
-    --hash=sha256:a0a6709b47019dff32e678bc12c63008311b82b9327613f534e496dacaefb71e \
-    --hash=sha256:a64dd61998416367b7ef979b73d3a85853ba9bec4c2925f74e588879a58716b6 \
-    --hash=sha256:aa442755e31c64037aa7c1cb186e0b369f8416c567381852c63444dd666fb772 \
-    --hash=sha256:ad275964d52e2243430472fc5d2c2334b4fc3ff9c16cb0a19254e25efa03a155 \
-    --hash=sha256:b0e130705d568e2f43a17bcbe74d90958e8a16263868a12c3e0d9c8162690830 \
-    --hash=sha256:b2dbea1012ccb784a65349f57bbc93730b96e85b42e9bf7b01ef40443db720b4 \
-    --hash=sha256:b4ba4be812c7a40280629e55ae0b14a0aafa150dd6451297562e1764808bbe61 \
-    --hash=sha256:b93a07e76d13bff9444f1a029e0af2964e654bfc2e2c2d46bfd080df5ad5f3d8 \
-    --hash=sha256:bf2c33d6791c598142f00c9c4c7d47f6476731c31081331664eb26d6ab583e01 \
-    --hash=sha256:c8bd62331e5032bc396a93609982a9ab6b411c05078a52f5fe3cc59234a3abd1 \
-    --hash=sha256:c97209e85b5be259994eb5b69ff50c5d20cca0f458ef9abd835e262d9d88b39d \
-    --hash=sha256:cc1c3bc53befb6096b84165956e886b1729634a799e9d6329a0c512ab651e579 \
-    --hash=sha256:cc5d875d56e49f112b6def6813c4e3d3036d269c008bf8aef72cd08d20ca6df6 \
-    --hash=sha256:d189ba1bebfbc0c0e529159631ec72bb9e9bc041f01ec6d3233d6d82eb823bc1 \
-    --hash=sha256:d4e5c5edee874dce4f653dbe59db7c73a600119fbea8d31f53423586ee2aafd7 \
-    --hash=sha256:d57a75d53922fc20c165016a20d9c44f73305e67c351bbc60d1adaf662e74047 \
-    --hash=sha256:da3104c57bbd72948d75f6a9389e6727d2ab6333c3617f0a89d72d4940aa0443 \
-    --hash=sha256:e0409af9f829f87a2dfb7e259f78f317a5351f2045158be321fd135973fff7bf \
-    --hash=sha256:e0b55f27f584ed623221cfe995c912c61606be8513bfa0e07d2c674b4516d9dd \
-    --hash=sha256:e616e7154c37669fc1dfc14584f11e284e05d1c650e1c0f972f281c4ccc53193 \
-    --hash=sha256:e6def7eed9e7fa90fde255afaf08060dc4b343bbe524a8f69bdd2a2f0018f600 \
-    --hash=sha256:ea926cfbc3957090becbcbbb65ad177161a2ff2ad578b5a6ec9bb1e1cd78753c \
-    --hash=sha256:f0d3348c95b766f54b76116d53d4cb171b52992a1027e7ca50c81b43b9d9e363 \
-    --hash=sha256:f6b0c664ccb879109ee3ca702a9272d877f4fcd21e5eb63c26422fd6e415365e \
-    --hash=sha256:f91ebf30830a48c825590aede79376cb40f110b387c17ee9bd59932c961044f9 \
-    --hash=sha256:fdec757fea0b793056419bca3e9932eb2b0ceec90ef4813ea4c1e072c389eb28 \
-    --hash=sha256:fe15238d3798788d00716637b3d4e7bb6bde18b26e5d08335a96e88564a36b6b
-    # via pipelex
-pipelex==0.14.0 \
-    --hash=sha256:6193e82aa2d875283a37007551906f086d5864cf4f493d3caaa9260c3e918ed0 \
-    --hash=sha256:98de691a69208084e46f3ded16eb968edc76333ecfd4284c523f733da03b1c4c
-    # via my-project
-pluggy==1.6.0 \
-    --hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
-    --hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
-    # via pytest
-polyfactory==2.21.0 \
-    --hash=sha256:9483b764756c8622313d99f375889b1c0d92f09affb05742d7bcfa2b5198d8c5 \
-    --hash=sha256:a6d8dba91b2515d744cc014b5be48835633f7ccb72519a68f8801759e5b1737a
-    # via pipelex
-posthog==6.7.10 \
-    --hash=sha256:212512af756e7641e398bf36131ad589790a08cfa80c267895f46e0ec943e547 \
-    --hash=sha256:dc0a8dd8ddfa6f721f0066a4e3fb0062c2e19dce3b3ae8875d2a0984f9fd5d59
-    # via pipelex
-propcache==0.3.1 \
-    --hash=sha256:050b571b2e96ec942898f8eb46ea4bfbb19bd5502424747e83badc2d4a99a44e \
-    --hash=sha256:05543250deac8e61084234d5fc54f8ebd254e8f2b39a16b1dce48904f45b744b \
-    --hash=sha256:09400e98545c998d57d10035ff623266927cb784d13dd2b31fd33b8a5316b85b \
-    --hash=sha256:0fbe94666e62ebe36cd652f5fc012abfbc2342de99b523f8267a678e4dfdee3c \
-    --hash=sha256:17d1c688a443355234f3c031349da69444be052613483f3e4158eef751abcd8a \
-    --hash=sha256:19a06db789a4bd896ee91ebc50d059e23b3639c25d58eb35be3ca1cbe967c3bf \
-    --hash=sha256:1c5c7ab7f2bb3f573d1cb921993006ba2d39e8621019dffb1c5bc94cdbae81e8 \
-    --hash=sha256:1eb34d90aac9bfbced9a58b266f8946cb5935869ff01b164573a7634d39fbcb5 \
-    --hash=sha256:1f6cc0ad7b4560e5637eb2c994e97b4fa41ba8226069c9277eb5ea7101845b42 \
-    --hash=sha256:2d219b0dbabe75e15e581fc1ae796109b07c8ba7d25b9ae8d650da582bed01b0 \
-    --hash=sha256:2fce1df66915909ff6c824bbb5eb403d2d15f98f1518e583074671a30fe0c21e \
-    --hash=sha256:319fa8765bfd6a265e5fa661547556da381e53274bc05094fc9ea50da51bfd46 \
-    --hash=sha256:359e81a949a7619802eb601d66d37072b79b79c2505e6d3fd8b945538411400d \
-    --hash=sha256:3a02a28095b5e63128bcae98eb59025924f121f048a62393db682f049bf4ac24 \
-    --hash=sha256:3e19ea4ea0bf46179f8a3652ac1426e6dcbaf577ce4b4f65be581e237340420d \
-    --hash=sha256:3e584b6d388aeb0001d6d5c2bd86b26304adde6d9bb9bfa9c4889805021b96de \
-    --hash=sha256:40d980c33765359098837527e18eddefc9a24cea5b45e078a7f3bb5b032c6ecf \
-    --hash=sha256:4114c4ada8f3181af20808bedb250da6bae56660e4b8dfd9cd95d4549c0962f7 \
-    --hash=sha256:43593c6772aa12abc3af7784bff4a41ffa921608dd38b77cf1dfd7f5c4e71371 \
-    --hash=sha256:47ef24aa6511e388e9894ec16f0fbf3313a53ee68402bc428744a367ec55b833 \
-    --hash=sha256:4cf9e93a81979f1424f1a3d155213dc928f1069d697e4353edb8a5eba67c6259 \
-    --hash=sha256:4d0dfdd9a2ebc77b869a0b04423591ea8823f791293b527dc1bb896c1d6f1136 \
-    --hash=sha256:563f9d8c03ad645597b8d010ef4e9eab359faeb11a0a2ac9f7b4bc8c28ebef25 \
-    --hash=sha256:58aa11f4ca8b60113d4b8e32d37e7e78bd8af4d1a5b5cb4979ed856a45e62005 \
-    --hash=sha256:5a0a9898fdb99bf11786265468571e628ba60af80dc3f6eb89a3545540c6b0ef \
-    --hash=sha256:5aed8d8308215089c0734a2af4f2e95eeb360660184ad3912686c181e500b2e7 \
-    --hash=sha256:5b9145c35cc87313b5fd480144f8078716007656093d23059e8993d3a8fa730f \
-    --hash=sha256:5cb5918253912e088edbf023788de539219718d3b10aef334476b62d2b53de53 \
-    --hash=sha256:5cdb0f3e1eb6dfc9965d19734d8f9c481b294b5274337a8cb5cb01b462dcb7e0 \
-    --hash=sha256:5ced33d827625d0a589e831126ccb4f5c29dfdf6766cac441d23995a65825dcb \
-    --hash=sha256:61014615c1274df8da5991a1e5da85a3ccb00c2d4701ac6f3383afd3ca47ab0a \
-    --hash=sha256:6d8e309ff9a0503ef70dc9a0ebd3e69cf7b3894c9ae2ae81fc10943c37762458 \
-    --hash=sha256:71ebe3fe42656a2328ab08933d420df5f3ab121772eef78f2dc63624157f0ed9 \
-    --hash=sha256:730178f476ef03d3d4d255f0c9fa186cb1d13fd33ffe89d39f2cda4da90ceb71 \
-    --hash=sha256:7d2d5a0028d920738372630870e7d9644ce437142197f8c827194fca404bf03b \
-    --hash=sha256:7f30241577d2fef2602113b70ef7231bf4c69a97e04693bde08ddab913ba0ce5 \
-    --hash=sha256:813fbb8b6aea2fc9659815e585e548fe706d6f663fa73dff59a1677d4595a037 \
-    --hash=sha256:87380fb1f3089d2a0b8b00f006ed12bd41bd858fabfa7330c954c70f50ed8757 \
-    --hash=sha256:88c423efef9d7a59dae0614eaed718449c09a5ac79a5f224a8b9664d603f04a3 \
-    --hash=sha256:89498dd49c2f9a026ee057965cdf8192e5ae070ce7d7a7bd4b66a8e257d0c976 \
-    --hash=sha256:8a17583515a04358b034e241f952f1715243482fc2c2945fd99a1b03a0bd77d6 \
-    --hash=sha256:9532ea0b26a401264b1365146c440a6d78269ed41f83f23818d4b79497aeabe7 \
-    --hash=sha256:967a8eec513dbe08330f10137eacb427b2ca52118769e82ebcfcab0fba92a649 \
-    --hash=sha256:975af16f406ce48f1333ec5e912fe11064605d5c5b3f6746969077cc3adeb120 \
-    --hash=sha256:9979643ffc69b799d50d3a7b72b5164a2e97e117009d7af6dfdd2ab906cb72cd \
-    --hash=sha256:9a8ecf38de50a7f518c21568c80f985e776397b902f1ce0b01f799aba1608b40 \
-    --hash=sha256:9cec3239c85ed15bfaded997773fdad9fb5662b0a7cbc854a43f291eb183179e \
-    --hash=sha256:9e64e948ab41411958670f1093c0a57acfdc3bee5cf5b935671bbd5313bcf229 \
-    --hash=sha256:9f64d91b751df77931336b5ff7bafbe8845c5770b06630e27acd5dbb71e1931c \
-    --hash=sha256:a0ab8cf8cdd2194f8ff979a43ab43049b1df0b37aa64ab7eca04ac14429baeb7 \
-    --hash=sha256:a110205022d077da24e60b3df8bcee73971be9575dec5573dd17ae5d81751111 \
-    --hash=sha256:a34aa3a1abc50740be6ac0ab9d594e274f59960d3ad253cd318af76b996dd654 \
-    --hash=sha256:a444192f20f5ce8a5e52761a031b90f5ea6288b1eef42ad4c7e64fef33540b8f \
-    --hash=sha256:a75801768bbe65499495660b777e018cbe90c7980f07f8aa57d6be79ea6f71da \
-    --hash=sha256:aa8efd8c5adc5a2c9d3b952815ff8f7710cefdcaf5f2c36d26aff51aeca2f12f \
-    --hash=sha256:aca63103895c7d960a5b9b044a83f544b233c95e0dcff114389d64d762017af7 \
-    --hash=sha256:b0313e8b923b3814d1c4a524c93dfecea5f39fa95601f6a9b1ac96cd66f89ea0 \
-    --hash=sha256:b23c11c2c9e6d4e7300c92e022046ad09b91fd00e36e83c44483df4afa990073 \
-    --hash=sha256:b655032b202028a582d27aeedc2e813299f82cb232f969f87a4fde491a233f11 \
-    --hash=sha256:bd39c92e4c8f6cbf5f08257d6360123af72af9f4da75a690bef50da77362d25f \
-    --hash=sha256:bef100c88d8692864651b5f98e871fb090bd65c8a41a1cb0ff2322db39c96c27 \
-    --hash=sha256:c2fe5c910f6007e716a06d269608d307b4f36e7babee5f36533722660e8c4a70 \
-    --hash=sha256:c66d8ccbc902ad548312b96ed8d5d266d0d2c6d006fd0f66323e9d8f2dd49be7 \
-    --hash=sha256:cd6a55f65241c551eb53f8cf4d2f4af33512c39da5d9777694e9d9c60872f519 \
-    --hash=sha256:d249609e547c04d190e820d0d4c8ca03ed4582bcf8e4e160a6969ddfb57b62e5 \
-    --hash=sha256:d4e89cde74154c7b5957f87a355bb9c8ec929c167b59c83d90654ea36aeb6180 \
-    --hash=sha256:dc1915ec523b3b494933b5424980831b636fe483d7d543f7afb7b3bf00f0c10f \
-    --hash=sha256:e1c4d24b804b3a87e9350f79e2371a705a188d292fd310e663483af6ee6718ee \
-    --hash=sha256:e474fc718e73ba5ec5180358aa07f6aded0ff5f2abe700e3115c37d75c947e18 \
-    --hash=sha256:e4fe2a6d5ce975c117a6bb1e8ccda772d1e7029c1cca1acd209f91d30fa72815 \
-    --hash=sha256:e7fb9a84c9abbf2b2683fa3e7b0d7da4d8ecf139a1c635732a8bda29c5214b0e \
-    --hash=sha256:e861ad82892408487be144906a368ddbe2dc6297074ade2d892341b35c59844a \
-    --hash=sha256:ec314cde7314d2dd0510c6787326bbffcbdc317ecee6b7401ce218b3099075a7 \
-    --hash=sha256:f011f104db880f4e2166bcdcf7f58250f7a465bc6b068dc84c824a3d4a5c94dc \
-    --hash=sha256:f1528ec4374617a7a753f90f20e2f551121bb558fcb35926f99e3c42367164b8 \
-    --hash=sha256:f27785888d2fdd918bc36de8b8739f2d6c791399552333721b58193f68ea3e98 \
-    --hash=sha256:f35c7070eeec2cdaac6fd3fe245226ed2a6292d3ee8c938e5bb645b434c5f256 \
-    --hash=sha256:f3bbecd2f34d0e6d3c543fdb3b15d6b60dd69970c2b4c822379e5ec8f6f621d5 \
-    --hash=sha256:f6f1324db48f001c2ca26a25fa25af60711e09b9aaf4b28488602776f4f9a744 \
-    --hash=sha256:f78eb8422acc93d7b69964012ad7048764bb45a54ba7a39bb9e146c72ea29723 \
-    --hash=sha256:fb6e0faf8cb6b4beea5d6ed7b5a578254c6d7df54c36ccd3d8b3eb00d6770277 \
-    --hash=sha256:feccd282de1f6322f56f6845bf1207a537227812f0a9bf5571df52bb418d79d5
-    # via
-    #   aiohttp
-    #   yarl
-pyasn1==0.6.1 \
-    --hash=sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629 \
-    --hash=sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034
-    # via
-    #   pyasn1-modules
-    #   rsa
-pyasn1-modules==0.4.2 \
-    --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a \
-    --hash=sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6
-    # via google-auth
-pydantic==2.10.6 \
-    --hash=sha256:427d664bf0b8a2b34ff5dd0f5a18df00591adcee7198fbd71981054cef37b584 \
-    --hash=sha256:ca5daa827cce33de7a42be142548b0096bf05a7e7b365aebfa5f8eeec7128236
-    # via
-    #   anthropic
-    #   google-genai
-    #   instructor
-    #   kajson
-    #   mistralai
-    #   openai
-    #   pipelex
-pydantic-core==2.27.2 \
-    --hash=sha256:0296abcb83a797db256b773f45773da397da75a08f5fcaef41f2044adec05f50 \
-    --hash=sha256:03d0f86ea3184a12f41a2d23f7ccb79cdb5a18e06993f8a45baa8dfec746f0e9 \
-    --hash=sha256:05e3a55d124407fffba0dd6b0c0cd056d10e983ceb4e5dbd10dda135c31071d6 \
-    --hash=sha256:08e125dbdc505fa69ca7d9c499639ab6407cfa909214d500897d02afb816e7cc \
-    --hash=sha256:0d75070718e369e452075a6017fbf187f788e17ed67a3abd47fa934d001863d9 \
-    --hash=sha256:14d4a5c49d2f009d62a2a7140d3064f686d17a5d1a268bc641954ba181880236 \
-    --hash=sha256:172fce187655fece0c90d90a678424b013f8fbb0ca8b036ac266749c09438cb7 \
-    --hash=sha256:18a101c168e4e092ab40dbc2503bdc0f62010e95d292b27827871dc85450d7ee \
-    --hash=sha256:1a4207639fb02ec2dbb76227d7c751a20b1a6b4bc52850568e52260cae64ca3b \
-    --hash=sha256:1c1fd185014191700554795c99b347d64f2bb637966c4cfc16998a0ca700d048 \
-    --hash=sha256:1e2cb691ed9834cd6a8be61228471d0a503731abfb42f82458ff27be7b2186fc \
-    --hash=sha256:1ebaf1d0481914d004a573394f4be3a7616334be70261007e47c2a6fe7e50130 \
-    --hash=sha256:220f892729375e2d736b97d0e51466252ad84c51857d4d15f5e9692f9ef12be4 \
-    --hash=sha256:26f0d68d4b235a2bae0c3fc585c585b4ecc51382db0e3ba402a22cbc440915e4 \
-    --hash=sha256:26f32e0adf166a84d0cb63be85c562ca8a6fa8de28e5f0d92250c6b7e9e2aff7 \
-    --hash=sha256:280d219beebb0752699480fe8f1dc61ab6615c2046d76b7ab7ee38858de0a4e7 \
-    --hash=sha256:28ccb213807e037460326424ceb8b5245acb88f32f3d2777427476e1b32c48c4 \
-    --hash=sha256:2bf14caea37e91198329b828eae1618c068dfb8ef17bb33287a7ad4b61ac314e \
-    --hash=sha256:2d367ca20b2f14095a8f4fa1210f5a7b78b8a20009ecced6b12818f455b1e9fa \
-    --hash=sha256:30c5f68ded0c36466acede341551106821043e9afaad516adfb6e8fa80a4e6a6 \
-    --hash=sha256:337b443af21d488716f8d0b6164de833e788aa6bd7e3a39c005febc1284f4962 \
-    --hash=sha256:3911ac9284cd8a1792d3cb26a2da18f3ca26c6908cc434a18f730dc0db7bfa3b \
-    --hash=sha256:3d591580c34f4d731592f0e9fe40f9cc1b430d297eecc70b962e93c5c668f15f \
-    --hash=sha256:3de3ce3c9ddc8bbd88f6e0e304dea0e66d843ec9de1b0042b0911c1663ffd474 \
-    --hash=sha256:3de9961f2a346257caf0aa508a4da705467f53778e9ef6fe744c038119737ef5 \
-    --hash=sha256:40d02e7d45c9f8af700f3452f329ead92da4c5f4317ca9b896de7ce7199ea459 \
-    --hash=sha256:47956ae78b6422cbd46f772f1746799cbb862de838fd8d1fbd34a82e05b0983a \
-    --hash=sha256:491a2b73db93fab69731eaee494f320faa4e093dbed776be1a829c2eb222c34c \
-    --hash=sha256:50a68f3e3819077be2c98110c1f9dcb3817e93f267ba80a2c05bb4f8799e2ff4 \
-    --hash=sha256:519f29f5213271eeeeb3093f662ba2fd512b91c5f188f3bb7b27bc5973816934 \
-    --hash=sha256:5e68c4446fe0810e959cdff46ab0a41ce2f2c86d227d96dc3847af0ba7def306 \
-    --hash=sha256:688d3fd9fcb71f41c4c015c023d12a79d1c4c0732ec9eb35d96e3388a120dcf3 \
-    --hash=sha256:6fb4aadc0b9a0c063206846d603b92030eb6f03069151a625667f982887153e2 \
-    --hash=sha256:7041c36f5680c6e0f08d922aed302e98b3745d97fe1589db0a3eebf6624523af \
-    --hash=sha256:71b24c7d61131bb83df10cc7e687433609963a944ccf45190cfc21e0887b08c9 \
-    --hash=sha256:7969e133a6f183be60e9f6f56bfae753585680f3b7307a8e555a948d443cc05a \
-    --hash=sha256:7a66efda2387de898c8f38c0cf7f14fca0b51a8ef0b24bfea5849f1b3c95af27 \
-    --hash=sha256:7d14bd329640e63852364c306f4d23eb744e0f8193148d4044dd3dacdaacbd8b \
-    --hash=sha256:7e17b560be3c98a8e3aa66ce828bdebb9e9ac6ad5466fba92eb74c4c95cb1151 \
-    --hash=sha256:82f91663004eb8ed30ff478d77c4d1179b3563df6cdb15c0817cd1cdaf34d154 \
-    --hash=sha256:82f986faf4e644ffc189a7f1aafc86e46ef70372bb153e7001e8afccc6e54133 \
-    --hash=sha256:83097677b8e3bd7eaa6775720ec8e0405f1575015a463285a92bfdfe254529ef \
-    --hash=sha256:8c19d1ea0673cd13cc2f872f6c9ab42acc4e4f492a7ca9d3795ce2b112dd7e15 \
-    --hash=sha256:8d9b3388db186ba0c099a6d20f0604a44eabdeef1777ddd94786cdae158729e4 \
-    --hash=sha256:8e10c99ef58cfdf2a66fc15d66b16c4a04f62bca39db589ae8cba08bc55331bc \
-    --hash=sha256:953101387ecf2f5652883208769a79e48db18c6df442568a0b5ccd8c2723abee \
-    --hash=sha256:9c3ed807c7b91de05e63930188f19e921d1fe90de6b4f5cd43ee7fcc3525cb8c \
-    --hash=sha256:9e0c8cfefa0ef83b4da9588448b6d8d2a2bf1a53c3f1ae5fca39eb3061e2f0b0 \
-    --hash=sha256:a0fcd29cd6b4e74fe8ddd2c90330fd8edf2e30cb52acda47f06dd615ae72da57 \
-    --hash=sha256:ac4dbfd1691affb8f48c2c13241a2e3b60ff23247cbcf981759c768b6633cf8b \
-    --hash=sha256:b0cb791f5b45307caae8810c2023a184c74605ec3bcbb67d13846c28ff731ff8 \
-    --hash=sha256:ba5dd002f88b78a4215ed2f8ddbdf85e8513382820ba15ad5ad8955ce0ca19a1 \
-    --hash=sha256:bd8086fa684c4775c27f03f062cbb9eaa6e17f064307e86b21b9e0abc9c0f02e \
-    --hash=sha256:bec317a27290e2537f922639cafd54990551725fc844249e64c523301d0822fc \
-    --hash=sha256:c70c26d2c99f78b125a3459f8afe1aed4d9687c24fd677c6a4436bc042e50d6c \
-    --hash=sha256:cc3f1a99a4f4f9dd1de4fe0312c114e740b5ddead65bb4102884b384c15d8bc9 \
-    --hash=sha256:ce8918cbebc8da707ba805b7fd0b382816858728ae7fe19a942080c24e5b7cd1 \
-    --hash=sha256:d81d2068e1c1228a565af076598f9e7451712700b673de8f502f0334f281387d \
-    --hash=sha256:d9640b0059ff4f14d1f37321b94061c6db164fbe49b334b31643e0528d100d99 \
-    --hash=sha256:de3cd1899e2c279b140adde9357c4495ed9d47131b4a4eaff9052f23398076b3 \
-    --hash=sha256:e0fd26b16394ead34a424eecf8a31a1f5137094cabe84a1bcb10fa6ba39d3d31 \
-    --hash=sha256:e2bb4d3e5873c37bb3dd58714d4cd0b0e6238cebc4177ac8fe878f8b3aa8e74c \
-    --hash=sha256:eb026e5a4c1fee05726072337ff51d1efb6f59090b7da90d30ea58625b1ffb39 \
-    --hash=sha256:eda3f5c2a021bbc5d976107bb302e0131351c2ba54343f8a496dc8783d3d3a6a \
-    --hash=sha256:fa8e459d4954f608fa26116118bb67f56b93b209c39b008277ace29937453dc9
-    # via
-    #   instructor
-    #   pydantic
-pygments==2.19.1 \
-    --hash=sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f \
-    --hash=sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c
-    # via rich
-pypdfium2==4.30.0 \
-    --hash=sha256:0dfa61421b5eb68e1188b0b2231e7ba35735aef2d867d86e48ee6cab6975195e \
-    --hash=sha256:119b2969a6d6b1e8d55e99caaf05290294f2d0fe49c12a3f17102d01c441bd29 \
-    --hash=sha256:3d0dd3ecaffd0b6dbda3da663220e705cb563918249bda26058c6036752ba3a2 \
-    --hash=sha256:48b5b7e5566665bc1015b9d69c1ebabe21f6aee468b509531c3c8318eeee2e16 \
-    --hash=sha256:4e55689f4b06e2d2406203e771f78789bd4f190731b5d57383d05cf611d829de \
-    --hash=sha256:4e6e50f5ce7f65a40a33d7c9edc39f23140c57e37144c2d6d9e9262a2a854854 \
-    --hash=sha256:5eda3641a2da7a7a0b2f4dbd71d706401a656fea521b6b6faa0675b15d31a163 \
-    --hash=sha256:90dbb2ac07be53219f56be09961eb95cf2473f834d01a42d901d13ccfad64b4c \
-    --hash=sha256:b33ceded0b6ff5b2b93bc1fe0ad4b71aa6b7e7bd5875f1ca0cdfb6ba6ac01aab \
-    --hash=sha256:cc3bf29b0db8c76cdfaac1ec1cde8edf211a7de7390fbf8934ad2aa9b4d6dfad \
-    --hash=sha256:ee2410f15d576d976c2ab2558c93d392a25fb9f6635e8dd0a8a3a5241b275e0e \
-    --hash=sha256:f1f78d2189e0ddf9ac2b7a9b9bd4f0c66f54d1389ff6c17e9fd9dc034d06eb3f \
-    --hash=sha256:f33bd79e7a09d5f7acca3b0b69ff6c8a488869a7fab48fdf400fec6e20b9c8be
-    # via pipelex
-pyright==1.1.406 \
-    --hash=sha256:1d81fb43c2407bf566e97e57abb01c811973fdb21b2df8df59f870f688bdca71 \
-    --hash=sha256:c4872bc58c9643dac09e8a2e74d472c62036910b3bd37a32813989ef7576ea2c
-    # via my-project
-pytest==8.3.5 \
-    --hash=sha256:c69214aa47deac29fad6c2a4f590b9c4a9fdb16a403176fe154b79c0b4d4d820 \
-    --hash=sha256:f4efe70cc14e511565ac476b57c279e12a855b11f48f212af1080ef2263d3845
-    # via
-    #   my-project
-    #   pytest-asyncio
-    #   pytest-sugar
-pytest-asyncio==1.0.0 \
-    --hash=sha256:4f024da9f1ef945e680dc68610b52550e36590a67fd31bb3b4943979a1f90ef3 \
-    --hash=sha256:d15463d13f4456e1ead2594520216b225a16f781e144f8fdf6c5bb4667c48b3f
-    # via my-project
-pytest-sugar==1.0.0 \
-    --hash=sha256:6422e83258f5b0c04ce7c632176c7732cab5fdb909cb39cca5c9139f81276c0a \
-    --hash=sha256:70ebcd8fc5795dc457ff8b69d266a4e2e8a74ae0c3edc749381c64b5246c8dfd
-    # via my-project
-python-dateutil==2.9.0.post0 \
-    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
-    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
-    # via
-    #   aiobotocore
-    #   botocore
-    #   mistralai
-    #   posthog
-python-dotenv==1.1.0 \
-    --hash=sha256:41f90bc6f5f177fb41f53e87666db362025010eb28f60a01c9143bfa33a2b2d5 \
-    --hash=sha256:d7c01d9e2293916c18baf562d95698754b0dbbb5e74d457c45d4f6561fb9d55d
-    # via pipelex
-pyyaml==6.0.2 \
-    --hash=sha256:0833f8694549e586547b576dcfaba4a6b55b9e96098b36cdc7ebefe667dfed48 \
-    --hash=sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086 \
-    --hash=sha256:0ffe8360bab4910ef1b9e87fb812d8bc0a308b0d0eef8c8f44e0254ab3b07133 \
-    --hash=sha256:11d8f3dd2b9c1207dcaf2ee0bbbfd5991f571186ec9cc78427ba5bd32afae4b5 \
-    --hash=sha256:17e311b6c678207928d649faa7cb0d7b4c26a0ba73d41e99c4fff6b6c3276484 \
-    --hash=sha256:1e2120ef853f59c7419231f3bf4e7021f1b936f6ebd222406c3b60212205d2ee \
-    --hash=sha256:1f71ea527786de97d1a0cc0eacd1defc0985dcf6b3f17bb77dcfc8c34bec4dc5 \
-    --hash=sha256:23502f431948090f597378482b4812b0caae32c22213aecf3b55325e049a6c68 \
-    --hash=sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf \
-    --hash=sha256:2e99c6826ffa974fe6e27cdb5ed0021786b03fc98e5ee3c5bfe1fd5015f42b99 \
-    --hash=sha256:3ad2a3decf9aaba3d29c8f537ac4b243e36bef957511b4766cb0057d32b0be85 \
-    --hash=sha256:41e4e3953a79407c794916fa277a82531dd93aad34e29c2a514c2c0c5fe971cc \
-    --hash=sha256:50187695423ffe49e2deacb8cd10510bc361faac997de9efef88badc3bb9e2d1 \
-    --hash=sha256:5ac9328ec4831237bec75defaf839f7d4564be1e6b25ac710bd1a96321cc8317 \
-    --hash=sha256:5d225db5a45f21e78dd9358e58a98702a0302f2659a3c6cd320564b75b86f47c \
-    --hash=sha256:68ccc6023a3400877818152ad9a1033e3db8625d899c72eacb5a668902e4d652 \
-    --hash=sha256:70b189594dbe54f75ab3a1acec5f1e3faa7e8cf2f1e08d9b561cb41b845f69d5 \
-    --hash=sha256:797b4f722ffa07cc8d62053e4cff1486fa6dc094105d13fea7b1de7d8bf71c9e \
-    --hash=sha256:7c36280e6fb8385e520936c3cb3b8042851904eba0e58d277dca80a5cfed590b \
-    --hash=sha256:7e7401d0de89a9a855c839bc697c079a4af81cf878373abd7dc625847d25cbd8 \
-    --hash=sha256:80bab7bfc629882493af4aa31a4cfa43a4c57c83813253626916b8c7ada83476 \
-    --hash=sha256:8388ee1976c416731879ac16da0aff3f63b286ffdd57cdeb95f3f2e085687563 \
-    --hash=sha256:8824b5a04a04a047e72eea5cec3bc266db09e35de6bdfe34c9436ac5ee27d237 \
-    --hash=sha256:8b9c7197f7cb2738065c481a0461e50ad02f18c78cd75775628afb4d7137fb3b \
-    --hash=sha256:936d68689298c36b53b29f23c6dbb74de12b4ac12ca6cfe0e047bedceea56180 \
-    --hash=sha256:9b22676e8097e9e22e36d6b7bda33190d0d400f345f23d4065d48f4ca7ae0425 \
-    --hash=sha256:a4d3091415f010369ae4ed1fc6b79def9416358877534caf6a0fdd2146c87a3e \
-    --hash=sha256:bc2fa7c6b47d6bc618dd7fb02ef6fdedb1090ec036abab80d4681424b84c1183 \
-    --hash=sha256:c70c95198c015b85feafc136515252a261a84561b7b1d51e3384e0655ddf25ab \
-    --hash=sha256:cc1c1159b3d456576af7a3e4d1ba7e6924cb39de8f67111c735f6fc832082774 \
-    --hash=sha256:ce826d6ef20b1bc864f0a68340c8b3287705cae2f8b4b1d932177dcc76721725 \
-    --hash=sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e \
-    --hash=sha256:e10ce637b18caea04431ce14fabcf5c64a1c61ec9c56b071a4b7ca131ca52d44 \
-    --hash=sha256:ec031d5d2feb36d1d1a24380e4db6d43695f3748343d99434e6f5f9156aaa2ed \
-    --hash=sha256:ef6107725bd54b262d6dedcc2af448a266975032bc85ef0172c5f059da6325b4 \
-    --hash=sha256:efdca5630322a10774e8e98e1af481aad470dd62c3170801852d752aa7a783ba \
-    --hash=sha256:ff3824dc5261f50c9b0dfb3be22b4567a6f938ccce4587b38952d85fd9e9afe4
-    # via pipelex
-requests==2.32.3 \
-    --hash=sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760 \
-    --hash=sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6
-    # via
-    #   google-genai
-    #   instructor
-    #   posthog
-    #   requests-oauthlib
-requests-oauthlib==2.0.0 \
-    --hash=sha256:7dd8a5c40426b779b0868c404bdef9768deccf22749cde15852df527e6269b36 \
-    --hash=sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9
-    # via google-auth-oauthlib
-rich==13.9.4 \
-    --hash=sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098 \
-    --hash=sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90
-    # via
-    #   instructor
-    #   pipelex
-    #   typer
-rsa==4.9.1 \
-    --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762 \
-    --hash=sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75
-    # via google-auth
-ruff==0.11.12 \
-    --hash=sha256:08033320e979df3b20dba567c62f69c45e01df708b0f9c83912d7abd3e0801cd \
-    --hash=sha256:2635c2a90ac1b8ca9e93b70af59dfd1dd2026a40e2d6eebaa3efb0465dd9cf02 \
-    --hash=sha256:2cad64843da9f134565c20bcc430642de897b8ea02e2e79e6e02a76b8dcad7c3 \
-    --hash=sha256:3cc3a3690aad6e86c1958d3ec3c38c4594b6ecec75c1f531e84160bd827b2012 \
-    --hash=sha256:43cf7f69c7d7c7d7513b9d59c5d8cafd704e05944f978614aa9faff6ac202603 \
-    --hash=sha256:4d47afa45e7b0eaf5e5969c6b39cbd108be83910b5c74626247e366fd7a36a13 \
-    --hash=sha256:5a4d9f8030d8c3a45df201d7fb3ed38d0219bccd7955268e863ee4a115fa0832 \
-    --hash=sha256:65194e37853158d368e333ba282217941029a28ea90913c67e558c611d04daa5 \
-    --hash=sha256:692bf9603fe1bf949de8b09a2da896f05c01ed7a187f4a386cdba6760e7f61be \
-    --hash=sha256:74adf84960236961090e2d1348c1a67d940fd12e811a33fb3d107df61eef8fc7 \
-    --hash=sha256:7de4a73205dc5756b8e09ee3ed67c38312dce1aa28972b93150f5751199981b5 \
-    --hash=sha256:929b7706584f5bfd61d67d5070f399057d07c70585fa8c4491d78ada452d3bef \
-    --hash=sha256:9b6886b524a1c659cee1758140138455d3c029783d1b9e643f3624a5ee0cb0aa \
-    --hash=sha256:b56697e5b8bcf1d61293ccfe63873aba08fdbcbbba839fc046ec5926bdb25a3a \
-    --hash=sha256:c7680aa2f0d4c4f43353d1e72123955c7a2159b8646cd43402de6d4a3a25d7cc \
-    --hash=sha256:d05d6a78a89166f03f03a198ecc9d18779076ad0eec476819467acb401028c0c \
-    --hash=sha256:f5a07f49767c4be4772d161bfc049c1f242db0cfe1bd976e0f0886732a4765d6 \
-    --hash=sha256:f97fdbc2549f456c65b3b0048560d44ddd540db1f27c778a938371424b49fe4a
-    # via my-project
-s3transfer==0.11.3 \
-    --hash=sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d \
-    --hash=sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a
-    # via boto3
-shellingham==1.5.4 \
-    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
-    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
-    # via typer
-shortuuid==1.0.13 \
-    --hash=sha256:3bb9cf07f606260584b1df46399c0b87dd84773e7b25912b7e391e30797c5e72 \
-    --hash=sha256:a482a497300b49b4953e15108a7913244e1bb0d41f9d332f5e9925dba33a3c5a
-    # via pipelex
-six==1.17.0 \
-    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
-    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
-    # via
-    #   posthog
-    #   python-dateutil
-sniffio==1.3.1 \
-    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \
-    --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc
-    # via
-    #   anthropic
-    #   anyio
-    #   openai
-tenacity==9.1.2 \
-    --hash=sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb \
-    --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
-    # via
-    #   google-genai
-    #   instructor
-termcolor==3.1.0 \
-    --hash=sha256:591dd26b5c2ce03b9e43f391264626557873ce1d379019786f99b0c2bee140aa \
-    --hash=sha256:6a6dd7fbee581909eeec6a756cff1d7f7c376063b14e4a298dc4980309e55970
-    # via pytest-sugar
-tomli==2.3.0 \
-    --hash=sha256:00b5f5d95bbfc7d12f91ad8c593a1659b6387b43f054104cda404be6bda62456 \
-    --hash=sha256:0a154a9ae14bfcf5d8917a59b51ffd5a3ac1fd149b71b47a3a104ca4edcfa845 \
-    --hash=sha256:0c95ca56fbe89e065c6ead5b593ee64b84a26fca063b5d71a1122bf26e533999 \
-    --hash=sha256:0eea8cc5c5e9f89c9b90c4896a8deefc74f518db5927d0e0e8d4a80953d774d0 \
-    --hash=sha256:1cb4ed918939151a03f33d4242ccd0aa5f11b3547d0cf30f7c74a408a5b99878 \
-    --hash=sha256:4021923f97266babc6ccab9f5068642a0095faa0a51a246a6a02fccbb3514eaf \
-    --hash=sha256:4c2ef0244c75aba9355561272009d934953817c49f47d768070c3c94355c2aa3 \
-    --hash=sha256:4dc4ce8483a5d429ab602f111a93a6ab1ed425eae3122032db7e9acf449451be \
-    --hash=sha256:4f195fe57ecceac95a66a75ac24d9d5fbc98ef0962e09b2eddec5d39375aae52 \
-    --hash=sha256:5192f562738228945d7b13d4930baffda67b69425a7f0da96d360b0a3888136b \
-    --hash=sha256:5e01decd096b1530d97d5d85cb4dff4af2d8347bd35686654a004f8dea20fc67 \
-    --hash=sha256:64be704a875d2a59753d80ee8a533c3fe183e3f06807ff7dc2232938ccb01549 \
-    --hash=sha256:70a251f8d4ba2d9ac2542eecf008b3c8a9fc5c3f9f02c56a9d7952612be2fdba \
-    --hash=sha256:73ee0b47d4dad1c5e996e3cd33b8a76a50167ae5f96a2607cbe8cc773506ab22 \
-    --hash=sha256:74bf8464ff93e413514fefd2be591c3b0b23231a77f901db1eb30d6f712fc42c \
-    --hash=sha256:792262b94d5d0a466afb5bc63c7daa9d75520110971ee269152083270998316f \
-    --hash=sha256:7b0882799624980785240ab732537fcfc372601015c00f7fc367c55308c186f6 \
-    --hash=sha256:883b1c0d6398a6a9d29b508c331fa56adbcdff647f6ace4dfca0f50e90dfd0ba \
-    --hash=sha256:88bd15eb972f3664f5ed4b57c1634a97153b4bac4479dcb6a495f41921eb7f45 \
-    --hash=sha256:8a35dd0e643bb2610f156cca8db95d213a90015c11fee76c946aa62b7ae7e02f \
-    --hash=sha256:940d56ee0410fa17ee1f12b817b37a4d4e4dc4d27340863cc67236c74f582e77 \
-    --hash=sha256:97d5eec30149fd3294270e889b4234023f2c69747e555a27bd708828353ab606 \
-    --hash=sha256:a0e285d2649b78c0d9027570d4da3425bdb49830a6156121360b3f8511ea3441 \
-    --hash=sha256:a1f7f282fe248311650081faafa5f4732bdbfef5d45fe3f2e702fbc6f2d496e0 \
-    --hash=sha256:a4ea38c40145a357d513bffad0ed869f13c1773716cf71ccaa83b0fa0cc4e42f \
-    --hash=sha256:a56212bdcce682e56b0aaf79e869ba5d15a6163f88d5451cbde388d48b13f530 \
-    --hash=sha256:ad805ea85eda330dbad64c7ea7a4556259665bdf9d2672f5dccc740eb9d3ca05 \
-    --hash=sha256:b273fcbd7fc64dc3600c098e39136522650c49bca95df2d11cf3b626422392c8 \
-    --hash=sha256:b5870b50c9db823c595983571d1296a6ff3e1b88f734a4c8f6fc6188397de005 \
-    --hash=sha256:b74a0e59ec5d15127acdabd75ea17726ac4c5178ae51b85bfe39c4f8a278e879 \
-    --hash=sha256:be71c93a63d738597996be9528f4abe628d1adf5e6eb11607bc8fe1a510b5dae \
-    --hash=sha256:c22a8bf253bacc0cf11f35ad9808b6cb75ada2631c2d97c971122583b129afbc \
-    --hash=sha256:c4665508bcbac83a31ff8ab08f424b665200c0e1e645d2bd9ab3d3e557b6185b \
-    --hash=sha256:c5f3ffd1e098dfc032d4d3af5c0ac64f6d286d98bc148698356847b80fa4de1b \
-    --hash=sha256:cebc6fe843e0733ee827a282aca4999b596241195f43b4cc371d64fc6639da9e \
-    --hash=sha256:d1381caf13ab9f300e30dd8feadb3de072aeb86f1d34a8569453ff32a7dea4bf \
-    --hash=sha256:d7d86942e56ded512a594786a5ba0a5e521d02529b3826e7761a05138341a2ac \
-    --hash=sha256:e31d432427dcbf4d86958c184b9bfd1e96b5b71f8eb17e6d02531f434fd335b8 \
-    --hash=sha256:e95b1af3c5b07d9e643909b5abbec77cd9f1217e6d0bca72b0234736b9fb1f1b \
-    --hash=sha256:f85209946d1fe94416debbb88d00eb92ce9cd5266775424ff81bc959e001acaf \
-    --hash=sha256:feb0dacc61170ed7ab602d3d972a58f14ee3ee60494292d384649a3dc38ef463 \
-    --hash=sha256:ff72b71b5d10d22ecb084d345fc26f42b5143c5533db5e2eaba7d2d335358876
-    # via
-    #   mypy
-    #   pipelex
-    #   pytest
-tomlkit==0.13.3 \
-    --hash=sha256:430cf247ee57df2b94ee3fbe588e71d362a941ebb545dec29b53961d61add2a1 \
-    --hash=sha256:c89c649d79ee40629a9fda55f8ace8c6a1b42deb912b2a8fd8d942ddadb606b0
-    # via pipelex
-tqdm==4.67.1 \
-    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2 \
-    --hash=sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2
-    # via openai
-typer==0.16.0 \
-    --hash=sha256:1f79bed11d4d02d4310e3c1b7ba594183bcedb0ac73b27a9e5f28f6fb5b98855 \
-    --hash=sha256:af377ffaee1dbe37ae9440cb4e8f11686ea5ce4e9bae01b84ae7c63b87f1dd3b
-    # via
-    #   instructor
-    #   pipelex
-types-aioboto3==14.3.0 \
-    --hash=sha256:017a9916e9ffdb48b5961d3f32d7a67cebb8c46dad53c778d2bca0fc47ac9087 \
-    --hash=sha256:ba722ed63c54427e99bb3439c212576caecb42fa63aac593b6f63d60d42de170
-    # via my-project
-types-aiobotocore==2.22.0 \
-    --hash=sha256:04c6acd984f9a37d22db2ebf670ff84e55f6f227d3cc71e9b297720d4a71b718 \
-    --hash=sha256:54ffcf8d0144d71fa8b540f3997ae1a555ff3a61200d0c13b3db1c29dec730e5
-    # via types-aioboto3
-types-aiobotocore-bedrock==2.22.0 \
-    --hash=sha256:301a591b4deda3e3a04c5d73f6056e8043ee419b8c5327c6bdb2dba42ebc8022 \
-    --hash=sha256:e2106f935deb02b9c8b593bdf8ece93f7bb680906fa903aafe1f276720c4367d
-    # via types-aioboto3
-types-aiobotocore-bedrock-runtime==2.22.0 \
-    --hash=sha256:19bb3c06a62fb20980983598990f7670548b028b0c7bc429d113d7595fbab185 \
-    --hash=sha256:9c211fc08818dbd9b0261a37084291af643d1e19460aad0f12833d2f5a3b1b86
-    # via types-aioboto3
-types-aiofiles==24.1.0.20250516 \
-    --hash=sha256:7fd2a7f793bbe180b7b22cd4f59300fe61fdc9940b3bbc9899ffe32849b95188 \
-    --hash=sha256:ec265994629146804b656a971c46f393ce860305834b3cacb4b8b6fb7dba7e33
-    # via my-project
-types-awscrt==0.27.2 \
-    --hash=sha256:49a045f25bbd5ad2865f314512afced933aed35ddbafc252e2268efa8a787e4e \
-    --hash=sha256:acd04f57119eb15626ab0ba9157fc24672421de56e7bd7b9f61681fedee44e91
-    # via botocore-stubs
-types-markdown==3.8.0.20250415 \
-    --hash=sha256:98ab13587d1177769d93e55586d3dc97047df75bc6e37ce4074666f5dd4212ba \
-    --hash=sha256:b41abed474a303ba300e3a4cf6f27eda339219124a59d529a158203570007776
-    # via my-project
-types-networkx==3.5.0.20250531 \
-    --hash=sha256:84a3163c802a430a90003444eb37a7a2e59206125e5a308f5ccb00434333d2f4 \
-    --hash=sha256:e8e9adfd0cdb7255e822d029163d1ef651e12cae4a3c767198b8f3e899118ca7
-    # via my-project
-types-openpyxl==3.1.5.20250516 \
-    --hash=sha256:691339abe141a5713f115558cc39023ebdda6298bfa875d575cc5a961a3c5523 \
-    --hash=sha256:87c6b04b30fd1cbab85dc93cbe4f57ce1eb3df5d2911f742a1a0e3bf94314dfc
-    # via my-project
-types-pyyaml==6.0.12.20250516 \
-    --hash=sha256:8478208feaeb53a34cb5d970c56a7cd76b72659442e733e268a94dc72b2d0530 \
-    --hash=sha256:9f21a70216fc0fa1b216a8176db5f9e0af6eb35d2f2932acb87689d03a5bf6ba
-    # via my-project
-types-s3transfer==0.13.0 \
-    --hash=sha256:203dadcb9865c2f68fb44bc0440e1dc05b79197ba4a641c0976c26c9af75ef52 \
-    --hash=sha256:79c8375cbf48a64bff7654c02df1ec4b20d74f8c5672fc13e382f593ca5565b3
-    # via
-    #   boto3-stubs
-    #   types-aioboto3
-typing-extensions==4.13.2 \
-    --hash=sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c \
-    --hash=sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef
-    # via
-    #   anthropic
-    #   anyio
-    #   boto3-stubs
-    #   exceptiongroup
-    #   google-genai
-    #   multidict
-    #   mypy
-    #   openai
-    #   pipelex
-    #   polyfactory
-    #   posthog
-    #   pydantic
-    #   pydantic-core
-    #   pyright
-    #   rich
-    #   typer
-    #   types-aioboto3
-    #   types-aiobotocore
-    #   types-aiobotocore-bedrock
-    #   types-aiobotocore-bedrock-runtime
-    #   typing-inspect
-typing-inspect==0.9.0 \
-    --hash=sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f \
-    --hash=sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78
-    # via mistralai
-tzdata==2025.2 \
-    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8 \
-    --hash=sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9
-    # via faker
-urllib3==2.4.0 \
-    --hash=sha256:414bc6535b787febd7567804cc015fee39daab8ad86268f1310a9250697de466 \
-    --hash=sha256:4e16665048960a0900c702d4a66415956a584919c03361cac9f1df5c5dd7e813
-    # via
-    #   botocore
-    #   requests
-websockets==15.0.1 \
-    --hash=sha256:0701bc3cfcb9164d04a14b149fd74be7347a530ad3bbf15ab2c678a2cd3dd9a2 \
-    --hash=sha256:0a34631031a8f05657e8e90903e656959234f3a04552259458aac0b0f9ae6fd9 \
-    --hash=sha256:0af68c55afbd5f07986df82831c7bff04846928ea8d1fd7f30052638788bc9b5 \
-    --hash=sha256:0c9e74d766f2818bb95f84c25be4dea09841ac0f734d1966f415e4edfc4ef1c3 \
-    --hash=sha256:0f3c1e2ab208db911594ae5b4f79addeb3501604a165019dd221c0bdcabe4db8 \
-    --hash=sha256:0fdfe3e2a29e4db3659dbd5bbf04560cea53dd9610273917799f1cde46aa725e \
-    --hash=sha256:1009ee0c7739c08a0cd59de430d6de452a55e42d6b522de7aa15e6f67db0b8e1 \
-    --hash=sha256:1234d4ef35db82f5446dca8e35a7da7964d02c127b095e172e54397fb6a6c256 \
-    --hash=sha256:16b6c1b3e57799b9d38427dda63edcbe4926352c47cf88588c0be4ace18dac85 \
-    --hash=sha256:229cf1d3ca6c1804400b0a9790dc66528e08a6a1feec0d5040e8b9eb14422375 \
-    --hash=sha256:27ccee0071a0e75d22cb35849b1db43f2ecd3e161041ac1ee9d2352ddf72f065 \
-    --hash=sha256:39c1fec2c11dc8d89bba6b2bf1556af381611a173ac2b511cf7231622058af41 \
-    --hash=sha256:3be571a8b5afed347da347bfcf27ba12b069d9d7f42cb8c7028b5e98bbb12597 \
-    --hash=sha256:3c714d2fc58b5ca3e285461a4cc0c9a66bd0e24c5da9911e30158286c9b5be7f \
-    --hash=sha256:3d00075aa65772e7ce9e990cab3ff1de702aa09be3940d1dc88d5abf1ab8a09c \
-    --hash=sha256:3e90baa811a5d73f3ca0bcbf32064d663ed81318ab225ee4f427ad4e26e5aff3 \
-    --hash=sha256:4c2529b320eb9e35af0fa3016c187dffb84a3ecc572bcee7c3ce302bfeba52bf \
-    --hash=sha256:54479983bd5fb469c38f2f5c7e3a24f9a4e70594cd68cd1fa6b9340dadaff7cf \
-    --hash=sha256:558d023b3df0bffe50a04e710bc87742de35060580a293c2a984299ed83bc4e4 \
-    --hash=sha256:5756779642579d902eed757b21b0164cd6fe338506a8083eb58af5c372e39d9a \
-    --hash=sha256:592f1a9fe869c778694f0aa806ba0374e97648ab57936f092fd9d87f8bc03665 \
-    --hash=sha256:595b6c3969023ecf9041b2936ac3827e4623bfa3ccf007575f04c5a6aa318c22 \
-    --hash=sha256:5a939de6b7b4e18ca683218320fc67ea886038265fd1ed30173f5ce3f8e85675 \
-    --hash=sha256:5d54b09eba2bada6011aea5375542a157637b91029687eb4fdb2dab11059c1b4 \
-    --hash=sha256:5df592cd503496351d6dc14f7cdad49f268d8e618f80dce0cd5a36b93c3fc08d \
-    --hash=sha256:64dee438fed052b52e4f98f76c5790513235efaa1ef7f3f2192c392cd7c91b65 \
-    --hash=sha256:66dd88c918e3287efc22409d426c8f729688d89a0c587c88971a0faa2c2f3792 \
-    --hash=sha256:678999709e68425ae2593acf2e3ebcbcf2e69885a5ee78f9eb80e6e371f1bf57 \
-    --hash=sha256:693f0192126df6c2327cce3baa7c06f2a117575e32ab2308f7f8216c29d9e2e3 \
-    --hash=sha256:746ee8dba912cd6fc889a8147168991d50ed70447bf18bcda7039f7d2e3d9151 \
-    --hash=sha256:756c56e867a90fb00177d530dca4b097dd753cde348448a1012ed6c5131f8b7d \
-    --hash=sha256:76d1f20b1c7a2fa82367e04982e708723ba0e7b8d43aa643d3dcd404d74f1475 \
-    --hash=sha256:823c248b690b2fd9303ba00c4f66cd5e2d8c3ba4aa968b2779be9532a4dad431 \
-    --hash=sha256:82544de02076bafba038ce055ee6412d68da13ab47f0c60cab827346de828dee \
-    --hash=sha256:8dd8327c795b3e3f219760fa603dcae1dcc148172290a8ab15158cf85a953413 \
-    --hash=sha256:8fdc51055e6ff4adeb88d58a11042ec9a5eae317a0a53d12c062c8a8865909e8 \
-    --hash=sha256:ac1e5c9054fe23226fb11e05a6e630837f074174c4c2f0fe442996112a6de4fb \
-    --hash=sha256:ac60e3b188ec7574cb761b08d50fcedf9d77f1530352db4eef1707fe9dee7205 \
-    --hash=sha256:b359ed09954d7c18bbc1680f380c7301f92c60bf924171629c5db97febb12f04 \
-    --hash=sha256:ba9e56e8ceeeedb2e080147ba85ffcd5cd0711b89576b83784d8605a7df455fa \
-    --hash=sha256:c338ffa0520bdb12fbc527265235639fb76e7bc7faafbb93f6ba80d9c06578a9 \
-    --hash=sha256:cad21560da69f4ce7658ca2cb83138fb4cf695a2ba3e475e0559e05991aa8122 \
-    --hash=sha256:d50fd1ee42388dcfb2b3676132c78116490976f1300da28eb629272d5d93e905 \
-    --hash=sha256:d5f6b181bb38171a8ad1d6aa58a67a6aa9d4b38d0f8c5f496b9e42561dfc62fe \
-    --hash=sha256:d63efaa0cd96cf0c5fe4d581521d9fa87744540d4bc999ae6e08595a1014b45b \
-    --hash=sha256:d99e5546bf73dbad5bf3547174cd6cb8ba7273062a23808ffea025ecb1cf8562 \
-    --hash=sha256:e09473f095a819042ecb2ab9465aee615bd9c2028e4ef7d933600a8401c79561 \
-    --hash=sha256:e8b56bdcdb4505c8078cb6c7157d9811a85790f2f2b3632c7d1462ab5783d215 \
-    --hash=sha256:ee443ef070bb3b6ed74514f5efaa37a252af57c90eb33b956d35c8e9c10a1931 \
-    --hash=sha256:f29d80eb9a9263b8d109135351caf568cc3f80b9928bccde535c235de55c22d9 \
-    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f \
-    --hash=sha256:fcd5cf9e305d7b8338754470cf69cf81f420459dbae8a3b40cee57417f4614a7
-    # via google-genai
-wrapt==1.17.2 \
-    --hash=sha256:0a6e821770cf99cc586d33833b2ff32faebdbe886bd6322395606cf55153246c \
-    --hash=sha256:0b929ac182f5ace000d459c59c2c9c33047e20e935f8e39371fa6e3b85d56f4a \
-    --hash=sha256:129a150f5c445165ff941fc02ee27df65940fcb8a22a61828b1853c98763a64b \
-    --hash=sha256:13e6afb7fe71fe7485a4550a8844cc9ffbe263c0f1a1eea569bc7091d4898555 \
-    --hash=sha256:1473400e5b2733e58b396a04eb7f35f541e1fb976d0c0724d0223dd607e0f74c \
-    --hash=sha256:18983c537e04d11cf027fbb60a1e8dfd5190e2b60cc27bc0808e653e7b218d1b \
-    --hash=sha256:1a7ed2d9d039bd41e889f6fb9364554052ca21ce823580f6a07c4ec245c1f5d6 \
-    --hash=sha256:1fb5699e4464afe5c7e65fa51d4f99e0b2eadcc176e4aa33600a3df7801d6662 \
-    --hash=sha256:35621ae4c00e056adb0009f8e86e28eb4a41a4bfa8f9bfa9fca7d343fe94f998 \
-    --hash=sha256:3cedbfa9c940fdad3e6e941db7138e26ce8aad38ab5fe9dcfadfed9db7a54e62 \
-    --hash=sha256:3d57c572081fed831ad2d26fd430d565b76aa277ed1d30ff4d40670b1c0dd984 \
-    --hash=sha256:3fc7cb4c1c744f8c05cd5f9438a3caa6ab94ce8344e952d7c45a8ed59dd88392 \
-    --hash=sha256:4011d137b9955791f9084749cba9a367c68d50ab8d11d64c50ba1688c9b457f2 \
-    --hash=sha256:40d615e4fe22f4ad3528448c193b218e077656ca9ccb22ce2cb20db730f8d306 \
-    --hash=sha256:41388e9d4d1522446fe79d3213196bd9e3b301a336965b9e27ca2788ebd122f3 \
-    --hash=sha256:468090021f391fe0056ad3e807e3d9034e0fd01adcd3bdfba977b6fdf4213ea9 \
-    --hash=sha256:49703ce2ddc220df165bd2962f8e03b84c89fee2d65e1c24a7defff6f988f4d6 \
-    --hash=sha256:4a721d3c943dae44f8e243b380cb645a709ba5bd35d3ad27bc2ed947e9c68192 \
-    --hash=sha256:4afd5814270fdf6380616b321fd31435a462019d834f83c8611a0ce7484c7317 \
-    --hash=sha256:4c82b8785d98cdd9fed4cac84d765d234ed3251bd6afe34cb7ac523cb93e8b4f \
-    --hash=sha256:4db983e7bca53819efdbd64590ee96c9213894272c776966ca6306b73e4affda \
-    --hash=sha256:582530701bff1dec6779efa00c516496968edd851fba224fbd86e46cc6b73563 \
-    --hash=sha256:58705da316756681ad3c9c73fd15499aa4d8c69f9fd38dc8a35e06c12468582f \
-    --hash=sha256:5bb1d0dbf99411f3d871deb6faa9aabb9d4e744d67dcaaa05399af89d847a91d \
-    --hash=sha256:5cbabee4f083b6b4cd282f5b817a867cf0b1028c54d445b7ec7cfe6505057cf8 \
-    --hash=sha256:69606d7bb691b50a4240ce6b22ebb319c1cfb164e5f6569835058196e0f3a845 \
-    --hash=sha256:6d9187b01bebc3875bac9b087948a2bccefe464a7d8f627cf6e48b1bbae30f82 \
-    --hash=sha256:6ed6ffac43aecfe6d86ec5b74b06a5be33d5bb9243d055141e8cabb12aa08125 \
-    --hash=sha256:703919b1633412ab54bcf920ab388735832fdcb9f9a00ae49387f0fe67dad504 \
-    --hash=sha256:766d8bbefcb9e00c3ac3b000d9acc51f1b399513f44d77dfe0eb026ad7c9a19b \
-    --hash=sha256:80dd7db6a7cb57ffbc279c4394246414ec99537ae81ffd702443335a61dbf3a7 \
-    --hash=sha256:8112e52c5822fc4253f3901b676c55ddf288614dc7011634e2719718eaa187dc \
-    --hash=sha256:8c8b293cd65ad716d13d8dd3624e42e5a19cc2a2f1acc74b30c2c13f15cb61a6 \
-    --hash=sha256:8fdbdb757d5390f7c675e558fd3186d590973244fab0c5fe63d373ade3e99d40 \
-    --hash=sha256:9a2bce789a5ea90e51a02dfcc39e31b7f1e662bc3317979aa7e5538e3a034f72 \
-    --hash=sha256:9a7d15bbd2bc99e92e39f49a04653062ee6085c0e18b3b7512a4f2fe91f2d681 \
-    --hash=sha256:9abc77a4ce4c6f2a3168ff34b1da9b0f311a8f1cfd694ec96b0603dff1c79438 \
-    --hash=sha256:9e8659775f1adf02eb1e6f109751268e493c73716ca5761f8acb695e52a756ae \
-    --hash=sha256:9fee687dce376205d9a494e9c121e27183b2a3df18037f89d69bd7b35bcf59e2 \
-    --hash=sha256:a5aaeff38654462bc4b09023918b7f21790efb807f54c000a39d41d69cf552cb \
-    --hash=sha256:a604bf7a053f8362d27eb9fefd2097f82600b856d5abe996d623babd067b1ab5 \
-    --hash=sha256:abbb9e76177c35d4e8568e58650aa6926040d6a9f6f03435b7a522bf1c487f9a \
-    --hash=sha256:acc130bc0375999da18e3d19e5a86403667ac0c4042a094fefb7eec8ebac7cf3 \
-    --hash=sha256:b18f2d1533a71f069c7f82d524a52599053d4c7166e9dd374ae2136b7f40f7c8 \
-    --hash=sha256:b5e251054542ae57ac7f3fba5d10bfff615b6c2fb09abeb37d2f1463f841ae22 \
-    --hash=sha256:b60fb58b90c6d63779cb0c0c54eeb38941bae3ecf7a73c764c52c88c2dcb9d72 \
-    --hash=sha256:b870b5df5b71d8c3359d21be8f0d6c485fa0ebdb6477dda51a1ea54a9b558061 \
-    --hash=sha256:bc570b5f14a79734437cb7b0500376b6b791153314986074486e0b0fa8d71d98 \
-    --hash=sha256:d18a4865f46b8579d44e4fe1e2bcbc6472ad83d98e22a26c963d46e4c125ef0b \
-    --hash=sha256:d5e2439eecc762cd85e7bd37161d4714aa03a33c5ba884e26c81559817ca0925 \
-    --hash=sha256:e3890b508a23299083e065f435a492b5435eba6e304a7114d2f919d400888cc6 \
-    --hash=sha256:e496a8ce2c256da1eb98bd15803a79bee00fc351f5dfb9ea82594a3f058309e0 \
-    --hash=sha256:e8b2816ebef96d83657b56306152a93909a83f23994f4b30ad4573b00bd11bb9 \
-    --hash=sha256:eaf675418ed6b3b31c7a989fd007fa7c3be66ce14e5c3b27336383604c9da85c \
-    --hash=sha256:ec89ed91f2fa8e3f52ae53cd3cf640d6feff92ba90d62236a81e4e563ac0e991 \
-    --hash=sha256:f09b286faeff3c750a879d336fb6d8713206fc97af3adc14def0cdd349df6000 \
-    --hash=sha256:ff04ef6eec3eee8a5efef2401495967a916feaa353643defcc03fc74fe213b58
-    # via aiobotocore
-yarl==1.20.0 \
-    --hash=sha256:04d8cfb12714158abf2618f792c77bc5c3d8c5f37353e79509608be4f18705c9 \
-    --hash=sha256:06d06c9d5b5bc3eb56542ceeba6658d31f54cf401e8468512447834856fb0e61 \
-    --hash=sha256:077989b09ffd2f48fb2d8f6a86c5fef02f63ffe6b1dd4824c76de7bb01e4f2e2 \
-    --hash=sha256:083ce0393ea173cd37834eb84df15b6853b555d20c52703e21fbababa8c129d2 \
-    --hash=sha256:087e9731884621b162a3e06dc0d2d626e1542a617f65ba7cc7aeab279d55ad33 \
-    --hash=sha256:0a6a1e6ae21cdd84011c24c78d7a126425148b24d437b5702328e4ba640a8902 \
-    --hash=sha256:0acfaf1da020253f3533526e8b7dd212838fdc4109959a2c53cafc6db611bff2 \
-    --hash=sha256:123393db7420e71d6ce40d24885a9e65eb1edefc7a5228db2d62bcab3386a5c0 \
-    --hash=sha256:18e321617de4ab170226cd15006a565d0fa0d908f11f724a2c9142d6b2812ab0 \
-    --hash=sha256:1a06701b647c9939d7019acdfa7ebbfbb78ba6aa05985bb195ad716ea759a569 \
-    --hash=sha256:2137810a20b933b1b1b7e5cf06a64c3ed3b4747b0e5d79c9447c00db0e2f752f \
-    --hash=sha256:25b3bc0763a7aca16a0f1b5e8ef0f23829df11fb539a1b70476dcab28bd83da7 \
-    --hash=sha256:2a8f64df8ed5d04c51260dbae3cc82e5649834eebea9eadfd829837b8093eb00 \
-    --hash=sha256:33bb660b390a0554d41f8ebec5cd4475502d84104b27e9b42f5321c5192bfcd1 \
-    --hash=sha256:3b2992fe29002fd0d4cbaea9428b09af9b8686a9024c840b8a2b8f4ea4abc16f \
-    --hash=sha256:3b60a86551669c23dc5445010534d2c5d8a4e012163218fc9114e857c0586fdd \
-    --hash=sha256:3d7dbbe44b443b0c4aa0971cb07dcb2c2060e4a9bf8d1301140a33a93c98e18c \
-    --hash=sha256:3e429857e341d5e8e15806118e0294f8073ba9c4580637e59ab7b238afca836f \
-    --hash=sha256:40ed574b4df723583a26c04b298b283ff171bcc387bc34c2683235e2487a65a5 \
-    --hash=sha256:42fbe577272c203528d402eec8bf4b2d14fd49ecfec92272334270b850e9cd7d \
-    --hash=sha256:4345f58719825bba29895011e8e3b545e6e00257abb984f9f27fe923afca2501 \
-    --hash=sha256:447c5eadd750db8389804030d15f43d30435ed47af1313303ed82a62388176d3 \
-    --hash=sha256:4a34c52ed158f89876cba9c600b2c964dfc1ca52ba7b3ab6deb722d1d8be6df2 \
-    --hash=sha256:4c43030e4b0af775a85be1fa0433119b1565673266a70bf87ef68a9d5ba3174c \
-    --hash=sha256:4c903e0b42aab48abfbac668b5a9d7b6938e721a6341751331bcd7553de2dcae \
-    --hash=sha256:4d9949eaf05b4d30e93e4034a7790634bbb41b8be2d07edd26754f2e38e491de \
-    --hash=sha256:4f1a350a652bbbe12f666109fbddfdf049b3ff43696d18c9ab1531fbba1c977a \
-    --hash=sha256:53b2da3a6ca0a541c1ae799c349788d480e5144cac47dba0266c7cb6c76151fe \
-    --hash=sha256:54ac15a8b60382b2bcefd9a289ee26dc0920cf59b05368c9b2b72450751c6eb8 \
-    --hash=sha256:5d0fe6af927a47a230f31e6004621fd0959eaa915fc62acfafa67ff7229a3124 \
-    --hash=sha256:5d3d6d14754aefc7a458261027a562f024d4f6b8a798adb472277f675857b1eb \
-    --hash=sha256:5d9b980d7234614bc4674468ab173ed77d678349c860c3af83b1fffb6a837ddc \
-    --hash=sha256:634b7ba6b4a85cf67e9df7c13a7fb2e44fa37b5d34501038d174a63eaac25ee2 \
-    --hash=sha256:65a4053580fe88a63e8e4056b427224cd01edfb5f951498bfefca4052f0ce0ac \
-    --hash=sha256:686d51e51ee5dfe62dec86e4866ee0e9ed66df700d55c828a615640adc885307 \
-    --hash=sha256:69df35468b66c1a6e6556248e6443ef0ec5f11a7a4428cf1f6281f1879220f58 \
-    --hash=sha256:6d12b8945250d80c67688602c891237994d203d42427cb14e36d1a732eda480e \
-    --hash=sha256:6d409e321e4addf7d97ee84162538c7258e53792eb7c6defd0c33647d754172e \
-    --hash=sha256:70e0c580a0292c7414a1cead1e076c9786f685c1fc4757573d2967689b370e62 \
-    --hash=sha256:737e9f171e5a07031cbee5e9180f6ce21a6c599b9d4b2c24d35df20a52fabf4b \
-    --hash=sha256:7595498d085becc8fb9203aa314b136ab0516c7abd97e7d74f7bb4eb95042abe \
-    --hash=sha256:798a5074e656f06b9fad1a162be5a32da45237ce19d07884d0b67a0aa9d5fdda \
-    --hash=sha256:7dc63ad0d541c38b6ae2255aaa794434293964677d5c1ec5d0116b0e308031f5 \
-    --hash=sha256:839de4c574169b6598d47ad61534e6981979ca2c820ccb77bf70f4311dd2cc64 \
-    --hash=sha256:84aeb556cb06c00652dbf87c17838eb6d92cfd317799a8092cee0e570ee11229 \
-    --hash=sha256:85a231fa250dfa3308f3c7896cc007a47bc76e9e8e8595c20b7426cac4884c62 \
-    --hash=sha256:866349da9d8c5290cfefb7fcc47721e94de3f315433613e01b435473be63daa6 \
-    --hash=sha256:8681700f4e4df891eafa4f69a439a6e7d480d64e52bf460918f58e443bd3da7d \
-    --hash=sha256:86de313371ec04dd2531f30bc41a5a1a96f25a02823558ee0f2af0beaa7ca791 \
-    --hash=sha256:8a7f62f5dc70a6c763bec9ebf922be52aa22863d9496a9a30124d65b489ea672 \
-    --hash=sha256:8c12cd754d9dbd14204c328915e23b0c361b88f3cffd124129955e60a4fbfcfb \
-    --hash=sha256:91bc450c80a2e9685b10e34e41aef3d44ddf99b3a498717938926d05ca493f6a \
-    --hash=sha256:95b50910e496567434cb77a577493c26bce0f31c8a305135f3bda6a2483b8e10 \
-    --hash=sha256:95fc9876f917cac7f757df80a5dda9de59d423568460fe75d128c813b9af558e \
-    --hash=sha256:9c2aa4387de4bc3a5fe158080757748d16567119bef215bec643716b4fbf53f9 \
-    --hash=sha256:9c366b254082d21cc4f08f522ac201d0d83a8b8447ab562732931d31d80eb2a5 \
-    --hash=sha256:a0bc5e05f457b7c1994cc29e83b58f540b76234ba6b9648a4971ddc7f6aa52da \
-    --hash=sha256:ab47acc9332f3de1b39e9b702d9c916af7f02656b2a86a474d9db4e53ef8fd7a \
-    --hash=sha256:af4baa8a445977831cbaa91a9a84cc09debb10bc8391f128da2f7bd070fc351d \
-    --hash=sha256:af5607159085dcdb055d5678fc2d34949bd75ae6ea6b4381e784bbab1c3aa195 \
-    --hash=sha256:b2586e36dc070fc8fad6270f93242124df68b379c3a251af534030a4a33ef594 \
-    --hash=sha256:b4230ac0b97ec5eeb91d96b324d66060a43fd0d2a9b603e3327ed65f084e41f8 \
-    --hash=sha256:b594113a301ad537766b4e16a5a6750fcbb1497dcc1bc8a4daae889e6402a634 \
-    --hash=sha256:b6c4c3d0d6a0ae9b281e492b1465c72de433b782e6b5001c8e7249e085b69051 \
-    --hash=sha256:b9ae2fbe54d859b3ade40290f60fe40e7f969d83d482e84d2c31b9bff03e359e \
-    --hash=sha256:bb769ae5760cd1c6a712135ee7915f9d43f11d9ef769cb3f75a23e398a92d384 \
-    --hash=sha256:bc906b636239631d42eb8a07df8359905da02704a868983265603887ed68c076 \
-    --hash=sha256:bf099e2432131093cc611623e0b0bcc399b8cddd9a91eded8bfb50402ec35018 \
-    --hash=sha256:c27d98f4e5c4060582f44e58309c1e55134880558f1add7a87c1bc36ecfade19 \
-    --hash=sha256:c8703517b924463994c344dcdf99a2d5ce9eca2b6882bb640aa555fb5efc706a \
-    --hash=sha256:c9471ca18e6aeb0e03276b5e9b27b14a54c052d370a9c0c04a68cefbd1455eb4 \
-    --hash=sha256:ce360ae48a5e9961d0c730cf891d40698a82804e85f6e74658fb175207a77cb2 \
-    --hash=sha256:d2cbca6760a541189cf87ee54ff891e1d9ea6406079c66341008f7ef6ab61145 \
-    --hash=sha256:d88cc43e923f324203f6ec14434fa33b85c06d18d59c167a0637164863b8e995 \
-    --hash=sha256:db243357c6c2bf3cd7e17080034ade668d54ce304d820c2a58514a4e51d0cfd6 \
-    --hash=sha256:dd59c9dd58ae16eaa0f48c3d0cbe6be8ab4dc7247c3ff7db678edecbaf59327f \
-    --hash=sha256:e06b9f6cdd772f9b665e5ba8161968e11e403774114420737f7884b5bd7bdf6f \
-    --hash=sha256:e52d6ed9ea8fd3abf4031325dc714aed5afcbfa19ee4a89898d663c9976eb487 \
-    --hash=sha256:ea52f7328a36960ba3231c6677380fa67811b414798a6e071c7085c57b6d20a9 \
-    --hash=sha256:eaddd7804d8e77d67c28d154ae5fab203163bd0998769569861258e525039d2a \
-    --hash=sha256:f106e75c454288472dbe615accef8248c686958c2e7dd3b8d8ee2669770d020f \
-    --hash=sha256:f166eafa78810ddb383e930d62e623d288fb04ec566d1b4790099ae0f31485f1 \
-    --hash=sha256:f1f6670b9ae3daedb325fa55fbe31c22c8228f6e0b513772c2e1c623caa6ab22 \
-    --hash=sha256:f4d3fa9b9f013f7050326e165c3279e22850d02ae544ace285674cb6174b5d6d \
-    --hash=sha256:f9d02b591a64e4e6ca18c5e3d925f11b559c763b950184a64cf47d74d7e41877 \
-    --hash=sha256:fb0caeac4a164aadce342f1597297ec0ce261ec4532bbc5a9ca8da5622f53867 \
-    --hash=sha256:fdb5204d17cb32b2de2d1e21c7461cabfacf17f3645e4b9039f210c5d3378bf3
-    # via aiohttp
-yattag==1.16.1 \
-    --hash=sha256:baa8f254e7ea5d3e0618281ad2ff5610e0e5360b3608e695c29bfb3b29d051f4
-    # via pipelex
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 15fea07..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,1344 +0,0 @@
-# This file was autogenerated by uv via the following command:
-#    uv export --no-dev --output-file requirements.txt
-aioboto3==14.3.0 \
-    --hash=sha256:1d18f88bb56835c607b62bb6cb907754d717bedde3ddfff6935727cb48a80135 \
-    --hash=sha256:aec5de94e9edc1ffbdd58eead38a37f00ddac59a519db749a910c20b7b81bca7
-    # via pipelex
-aiobotocore==2.22.0 \
-    --hash=sha256:11091477266b75c2b5d28421c1f2bc9a87d175d0b8619cb830805e7a113a170b \
-    --hash=sha256:b4e6306f79df9d81daff1f9d63189a2dbee4b77ce3ab937304834e35eaaeeccf
-    # via aioboto3
-aiofiles==23.2.1 \
-    --hash=sha256:19297512c647d4b27a2cf7c34caa7e405c0d60b5560618a29a9fe027b18b0107 \
-    --hash=sha256:84ec2218d8419404abcb9f0c02df3f34c6e0a68ed41072acfb1cef5cbc29051a
-    # via
-    #   aioboto3
-    #   pipelex
-aiohappyeyeballs==2.6.1 \
-    --hash=sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558 \
-    --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8
-    # via aiohttp
-aiohttp==3.12.6 \
-    --hash=sha256:012ea107092d4465aeeb681d5b2fb8b51a847a72f0b71906f40876419fba1355 \
-    --hash=sha256:06f20adcdc4f383aeb7ce884705faea44c0376cde5cdee4d32ef62d6cb1f97cc \
-    --hash=sha256:128603479bf13479661d763e77e254139f066914227b5f2ff3284d19e416ad75 \
-    --hash=sha256:148ffa6b2b825ff8520844ce23df9e2a5b969bb6917c4e35a832fbaa025d260d \
-    --hash=sha256:15817882d25e840aba85d1f5706a7128350b81050f8ca9dabfc25a5f521a792c \
-    --hash=sha256:24d19cbd1d21d207ee855500d2033f1852b4d2113a741246ff62eb16a3921306 \
-    --hash=sha256:259269870d9783de87c0430760b2498b770201ead3e11ee86761d268ce5d196a \
-    --hash=sha256:25dac87ee297e2b5826ce8e96c7615ebe7a1613856b1614a207e3376b776021b \
-    --hash=sha256:25de52753386b0c16d5acd2153e7819f52c9e7fc05f5eca804adc174e99b735d \
-    --hash=sha256:2a74a566872f41247774980334e5b0309dac11b402e188bde6db8a57de4506cd \
-    --hash=sha256:2e4fb0d7f221c36ed8469c1d2d9a2bb6a27b543cf90aa46ca701f63fb83dd7ed \
-    --hash=sha256:30511c5e66ac4399d46b4bec57a3d56bc16cfb649255fa798ee95d8b45f97a4b \
-    --hash=sha256:3331ef09dd775302aa5f4d3170bd46659ad018843fab3656f5e72e3ff68df21f \
-    --hash=sha256:37b1c6034a1e14764adad1829cd710543b1699d7985e1d336f0aa52a2dd76ba9 \
-    --hash=sha256:38af291559401d13eb90259ba79ef6ac537ae6b5bdb1251604606a88cd0fd5e0 \
-    --hash=sha256:3cc06a99e065ed7e766d2cd574671428261c1b8f30fedfbd91ab3c738fd9c08d \
-    --hash=sha256:52ce7e90ee9dd25bcd2ed4513e650cc4f9a03bef07a39193b82fb58892004bd6 \
-    --hash=sha256:545f89c389a47bac024655b5676658f35f80b0d007e4c3c7ff865d9aa3bf343a \
-    --hash=sha256:561f545dc062e6c31fc53535d8584c06516bda2fc37821a67a61b69202061e71 \
-    --hash=sha256:58f79b376a426961418df1d08656ec3a01494b7ba81824ae629e6636deddfff7 \
-    --hash=sha256:59e19517abef2af49cff79b8a863497036ff401051c79d6a3b6149a48213a7be \
-    --hash=sha256:5b700cf48fd04b4328965d1afe01f835fe6cdecc3b85ca2d950431e5cc0647f7 \
-    --hash=sha256:5fe1d74ab6cd1f16c3c2f0e3c3230481dcedc0d3ad9f0b82b1e43f44a4980aca \
-    --hash=sha256:6860351cfba0196db2edc387cfeddaf1dae443e55f261ea2bcb77fecb33aae34 \
-    --hash=sha256:6ca81cb1e41d251cc193164409c0bbb0175e696a9997491a10db9171a2f70603 \
-    --hash=sha256:71905d34b3bb1a6be44e986f08404987bb317d890746e71f320cd10cf3222b46 \
-    --hash=sha256:7487f707a4b8167394f6afefa690198300d8a618505583eb536b92202bdec24d \
-    --hash=sha256:77ba53286c89486e8b02fb47352a5a8270bab1084e2a43fe8e35eb261befda13 \
-    --hash=sha256:7d162c4f87f9dcdc7151f6329438de96beb527820381e3159ce08544c57e9ced \
-    --hash=sha256:7f22a0d9a995c12bb20247334b414edaf65ce8f22a1e838b90210238f9b57571 \
-    --hash=sha256:86fb0a5762f936606dcab1ca248f5053587a598ed44825f4744ce3c53ae9a2e9 \
-    --hash=sha256:8885da8ae99bbe6ce43b79e284ef8e6bc5285dea297fe2a163552f09435c8069 \
-    --hash=sha256:8a88046a5adddf5d99f15a1920f6b8f659f46a4cfb5bfabbd668d06df045df7a \
-    --hash=sha256:8ea77675818fd8cac28491d0d59582e5e2e5b14dbf5e21bef797aa5b23b5ca8b \
-    --hash=sha256:938afd243c9ee76a6d78fad10ecca14b88b48b71553e0e9c74b8098efff5ddf8 \
-    --hash=sha256:93a0887cea23f76e9354235b0e79b3c9922ad66529e11637940b6439849105cb \
-    --hash=sha256:93f207a64989346bbd0a9d3b31ebaa3934ea6e0242b555491af7eb97ad1c0a5a \
-    --hash=sha256:9aecb4ce110c9d321860a00b4f9ec72bef691d045f54c983fa678606f3f918b0 \
-    --hash=sha256:9dd9211229fa2f474da01d42fafff196f607a63aaf12d8b34928c43a713eb6d5 \
-    --hash=sha256:a057680218430231eb6ab644d166b7ef398b3ffbac0232f4f789cdce9391400e \
-    --hash=sha256:a1532ea3f41a818d4f50db96306a1975bf31f29787802bec4c63c58f61b6e682 \
-    --hash=sha256:a2f3c974874bd0c76dfdcc60db5a6f96ca023a85318a5ac401603baa7e299272 \
-    --hash=sha256:a52aa39eb1160775a6e80e3025c990e8872c8927c5dd4b51304788bc149b9549 \
-    --hash=sha256:a90b6f2d5ca4d3ad56034863237b59b4a5fab270eb6d11b5c0326b4501448b51 \
-    --hash=sha256:aac87d78f55057ab48ddcc43055620546d40bbc0888d2658d8705d183c98f901 \
-    --hash=sha256:b2e026a9f9ac0df70f14ca5dcaf1f83a55b678e51aa6515d710dd879d2691fd7 \
-    --hash=sha256:bc4be1d8d68a62859f74f9ada9e174791895366601ce66342f54478d3518c8b3 \
-    --hash=sha256:c05776d1854ae9d8132d7ced7ac0067f602d66589797788ed3902d5c68686db5 \
-    --hash=sha256:c1d8a4a5a7e28d8b9ec815ffecca8712b71130a4eee1c5b45e9f2cc4975f3f7c \
-    --hash=sha256:c232720190ca4240c15abefc7b765e987ef88df44d2384612890db87b33898f3 \
-    --hash=sha256:c88ed8c54f7fd6102ef711d24710454707cde4bb3ffdec09982dcb3cb966a3e1 \
-    --hash=sha256:cdb03da5ecf74a331511604f3cf91563bf29127eabb28f4e16d390a73cb826da \
-    --hash=sha256:ce6673b73352edb17c2db86a9586dc7744e0b5009709152a1e75379f16af19e0 \
-    --hash=sha256:cfbf8ed94b57e3b5a886bfe2a530c8eb067064cc4419fd94431a2cbeeddec54c \
-    --hash=sha256:d557918fefb29884335e1a257df6c961f35ba1caf8eddaabad762b3436cf87ff \
-    --hash=sha256:d590b36c3497ecfba4aca71ab9342fb2c07e1b69baf4e28ad4227440c128bb22 \
-    --hash=sha256:d5f698e7b5b57aa4dc646c8f13ccd965c694199595d7a45cecefaf0e5c392890 \
-    --hash=sha256:d7ff55a38fc9851fa5cff41b30605534dfe4d57d02f79447abfed01499fe31d3 \
-    --hash=sha256:d83ab494eb583ba691af9d4d7c073987526bb9f73aa5a19907258ef3a1e39e8a \
-    --hash=sha256:da073f88270aa434ef16a78c21a4269c96c68badc2b9ad5011fa175c06143eee \
-    --hash=sha256:db5c402ea0aed10af2e54e5946bf32f3ebb02a7604eaaa4c41a608053889de4a \
-    --hash=sha256:de83f567e31418fd7bc22c5a03526a2b0a82e68c7a7fec23ef91a398228f559b \
-    --hash=sha256:deddf6b1c83ce518a156b7597a0d7a1a7ec5c1d2c973ba3f1a23f18fa2b7d65e \
-    --hash=sha256:e5c6869319c0a5f4150959e065c40836b18a99e02493c3b4c73b25378aa0f0cc \
-    --hash=sha256:e8da054804352e974f4349fb871b07c8ffa1978e64cfb455e88fbe6fbe4d6dcb \
-    --hash=sha256:ed4db015494a6d0acaadce035531f9fb321afab2075a4b348811e4f7795e87e6 \
-    --hash=sha256:eefd98dd043c33c45123c56a79c6c39acb628304337c90f16f33569cc3aa4ba6 \
-    --hash=sha256:efbbde2297e4ab10d187103aba9b565277c85ac7d24d98cae201c033ce885504 \
-    --hash=sha256:fd1d6116c1364ab00ffed1654a01091dc7f897d315c5103bcc6e5ab7f70172c7
-    # via
-    #   aiobotocore
-    #   instructor
-aioitertools==0.12.0 \
-    --hash=sha256:c2a9055b4fbb7705f561b9d86053e8af5d10cc845d22c32008c43490b2d8dd6b \
-    --hash=sha256:fc1f5fac3d737354de8831cbba3eb04f79dd649d8f3afb4c5b114925e662a796
-    # via aiobotocore
-aiosignal==1.3.2 \
-    --hash=sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5 \
-    --hash=sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54
-    # via aiohttp
-annotated-types==0.7.0 \
-    --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \
-    --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89
-    # via pydantic
-anthropic==0.69.0 \
-    --hash=sha256:1f73193040f33f11e27c2cd6ec25f24fe7c3f193dc1c5cde6b7a08b18a16bcc5 \
-    --hash=sha256:c604d287f4d73640f40bd2c0f3265a2eb6ce034217ead0608f6b07a8bc5ae5f2
-    # via pipelex
-anyio==4.9.0 \
-    --hash=sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028 \
-    --hash=sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c
-    # via
-    #   anthropic
-    #   google-genai
-    #   httpx
-    #   openai
-async-timeout==5.0.1 ; python_full_version < '3.11' \
-    --hash=sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c \
-    --hash=sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3
-    # via aiohttp
-attrs==25.3.0 \
-    --hash=sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3 \
-    --hash=sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b
-    # via aiohttp
-backoff==2.2.1 \
-    --hash=sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba \
-    --hash=sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8
-    # via posthog
-backports-strenum==1.3.1 ; python_full_version < '3.11' \
-    --hash=sha256:77c52407342898497714f0596e86188bb7084f89063226f4ba66863482f42414 \
-    --hash=sha256:cdcfe36dc897e2615dc793b7d3097f54d359918fc448754a517e6f23044ccf83
-    # via pipelex
-boto3==1.37.3 \
-    --hash=sha256:2063b40af99fd02f6228ff52397b552ff3353831edaf8d25cc04801827ab9794 \
-    --hash=sha256:21f3ce0ef111297e63a6eb998a25197b8c10982970c320d4c6e8db08be2157be
-    # via
-    #   aiobotocore
-    #   pipelex
-botocore==1.37.3 \
-    --hash=sha256:d01bd3bf4c80e61fa88d636ad9f5c9f60a551d71549b481386c6b4efe0bb2b2e \
-    --hash=sha256:fe8403eb55a88faf9b0f9da6615e5bee7be056d75e17af66c3c8f0a3b0648da4
-    # via
-    #   aiobotocore
-    #   boto3
-    #   s3transfer
-cachetools==5.5.2 \
-    --hash=sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4 \
-    --hash=sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a
-    # via google-auth
-certifi==2025.4.26 \
-    --hash=sha256:0a816057ea3cdefcef70270d2c515e4506bbc954f417fa5ade2021213bb8f0c6 \
-    --hash=sha256:30350364dfe371162649852c63336a15c70c6510c2ad5015b21c2345311805f3
-    # via
-    #   httpcore
-    #   httpx
-    #   requests
-charset-normalizer==3.4.2 \
-    --hash=sha256:0c29de6a1a95f24b9a1aa7aefd27d2487263f00dfd55a77719b530788f75cff7 \
-    --hash=sha256:0c8c57f84ccfc871a48a47321cfa49ae1df56cd1d965a09abe84066f6853b9c0 \
-    --hash=sha256:0f5d9ed7f254402c9e7d35d2f5972c9bbea9040e99cd2861bd77dc68263277c7 \
-    --hash=sha256:18dd2e350387c87dabe711b86f83c9c78af772c748904d372ade190b5c7c9d4d \
-    --hash=sha256:1c95a1e2902a8b722868587c0e1184ad5c55631de5afc0eb96bc4b0d738092c0 \
-    --hash=sha256:21b2899062867b0e1fde9b724f8aecb1af14f2778d69aacd1a5a1853a597a5db \
-    --hash=sha256:289200a18fa698949d2b39c671c2cc7a24d44096784e76614899a7ccf2574b7b \
-    --hash=sha256:28a1005facc94196e1fb3e82a3d442a9d9110b8434fc1ded7a24a2983c9888d8 \
-    --hash=sha256:32fc0341d72e0f73f80acb0a2c94216bd704f4f0bce10aedea38f30502b271ff \
-    --hash=sha256:3fddb7e2c84ac87ac3a947cb4e66d143ca5863ef48e4a5ecb83bd48619e4634e \
-    --hash=sha256:4a476b06fbcf359ad25d34a057b7219281286ae2477cc5ff5e3f70a246971148 \
-    --hash=sha256:4e594135de17ab3866138f496755f302b72157d115086d100c3f19370839dd3a \
-    --hash=sha256:5a9979887252a82fefd3d3ed2a8e3b937a7a809f65dcb1e068b090e165bbe99e \
-    --hash=sha256:5baececa9ecba31eff645232d59845c07aa030f0c81ee70184a90d35099a0e63 \
-    --hash=sha256:5bf4545e3b962767e5c06fe1738f951f77d27967cb2caa64c28be7c4563e162c \
-    --hash=sha256:68a328e5f55ec37c57f19ebb1fdc56a248db2e3e9ad769919a58672958e8f366 \
-    --hash=sha256:6b66f92b17849b85cad91259efc341dce9c1af48e2173bf38a85c6329f1033e5 \
-    --hash=sha256:6c9379d65defcab82d07b2a9dfbfc2e95bc8fe0ebb1b176a3190230a3ef0e07c \
-    --hash=sha256:7222ffd5e4de8e57e03ce2cef95a4c43c98fcb72ad86909abdfc2c17d227fc1b \
-    --hash=sha256:7a6ab32f7210554a96cd9e33abe3ddd86732beeafc7a28e9955cdf22ffadbab0 \
-    --hash=sha256:7c48ed483eb946e6c04ccbe02c6b4d1d48e51944b6db70f697e089c193404941 \
-    --hash=sha256:7f56930ab0abd1c45cd15be65cc741c28b1c9a34876ce8c17a2fa107810c0af0 \
-    --hash=sha256:8075c35cd58273fee266c58c0c9b670947c19df5fb98e7b66710e04ad4e9ff86 \
-    --hash=sha256:8755483f3c00d6c9a77f490c17e6ab0c8729e39e6390328e42521ef175380ae6 \
-    --hash=sha256:926ca93accd5d36ccdabd803392ddc3e03e6d4cd1cf17deff3b989ab8e9dbcf0 \
-    --hash=sha256:98f862da73774290f251b9df8d11161b6cf25b599a66baf087c1ffe340e9bfd1 \
-    --hash=sha256:9cbfacf36cb0ec2897ce0ebc5d08ca44213af24265bd56eca54bee7923c48fd6 \
-    --hash=sha256:a370b3e078e418187da8c3674eddb9d983ec09445c99a3a263c2011993522981 \
-    --hash=sha256:a955b438e62efdf7e0b7b52a64dc5c3396e2634baa62471768a64bc2adb73d5c \
-    --hash=sha256:aa6af9e7d59f9c12b33ae4e9450619cf2488e2bbe9b44030905877f0b2324980 \
-    --hash=sha256:aa88ca0b1932e93f2d961bf3addbb2db902198dca337d88c89e1559e066e7645 \
-    --hash=sha256:aaeeb6a479c7667fbe1099af9617c83aaca22182d6cf8c53966491a0f1b7ffb7 \
-    --hash=sha256:b2d318c11350e10662026ad0eb71bb51c7812fc8590825304ae0bdd4ac283acd \
-    --hash=sha256:b33de11b92e9f75a2b545d6e9b6f37e398d86c3e9e9653c4864eb7e89c5773ef \
-    --hash=sha256:be1e352acbe3c78727a16a455126d9ff83ea2dfdcbc83148d2982305a04714c2 \
-    --hash=sha256:bee093bf902e1d8fc0ac143c88902c3dfc8941f7ea1d6a8dd2bcb786d33db03d \
-    --hash=sha256:cddf7bd982eaa998934a91f69d182aec997c6c468898efe6679af88283b498d3 \
-    --hash=sha256:cf713fe9a71ef6fd5adf7a79670135081cd4431c2943864757f0fa3a65b1fafd \
-    --hash=sha256:d41c4d287cfc69060fa91cae9683eacffad989f1a10811995fa309df656ec214 \
-    --hash=sha256:d524ba3f1581b35c03cb42beebab4a13e6cdad7b36246bd22541fa585a56cccd \
-    --hash=sha256:daac4765328a919a805fa5e2720f3e94767abd632ae410a9062dff5412bae65a \
-    --hash=sha256:db4c7bf0e07fc3b7d89ac2a5880a6a8062056801b83ff56d8464b70f65482b6c \
-    --hash=sha256:dedb8adb91d11846ee08bec4c8236c8549ac721c245678282dcb06b221aab59f \
-    --hash=sha256:e53efc7c7cee4c1e70661e2e112ca46a575f90ed9ae3fef200f2a25e954f4b28 \
-    --hash=sha256:e635b87f01ebc977342e2697d05b56632f5f879a4f15955dfe8cef2448b51691 \
-    --hash=sha256:e70e990b2137b29dc5564715de1e12701815dacc1d056308e2b17e9095372a82 \
-    --hash=sha256:e8082b26888e2f8b36a042a58307d5b917ef2b1cacab921ad3323ef91901c71a \
-    --hash=sha256:eba9904b0f38a143592d9fc0e19e2df0fa2e41c3c3745554761c5f6447eedabf \
-    --hash=sha256:ef8de666d6179b009dce7bcb2ad4c4a779f113f12caf8dc77f0162c29d20490b \
-    --hash=sha256:efd387a49825780ff861998cd959767800d54f8308936b21025326de4b5a42b9 \
-    --hash=sha256:f0aa37f3c979cf2546b73e8222bbfa3dc07a641585340179d768068e3455e544 \
-    --hash=sha256:f69a27e45c43520f5487f27627059b64aaf160415589230992cec34c5e18a509 \
-    --hash=sha256:fcbe676a55d7445b22c10967bceaaf0ee69407fbe0ece4d032b6eb8d4565982a \
-    --hash=sha256:fdb20a30fe1175ecabed17cbf7812f7b804b8a315a25f24678bcdf120a90077f
-    # via requests
-click==8.2.1 \
-    --hash=sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202 \
-    --hash=sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b
-    # via typer
-colorama==0.4.6 ; sys_platform == 'win32' \
-    --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
-    --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-    # via
-    #   click
-    #   tqdm
-distro==1.9.0 \
-    --hash=sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed \
-    --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2
-    # via
-    #   anthropic
-    #   openai
-    #   posthog
-docstring-parser==0.16 \
-    --hash=sha256:538beabd0af1e2db0146b6bd3caa526c35a34d61af9fd2887f3a8a27a739aa6e \
-    --hash=sha256:bf0a1387354d3691d102edef7ec124f219ef639982d096e26e3b60aeffa90637
-    # via
-    #   anthropic
-    #   instructor
-eval-type-backport==0.2.2 \
-    --hash=sha256:cb6ad7c393517f476f96d456d0412ea80f0a8cf96f6892834cd9340149111b0a \
-    --hash=sha256:f0576b4cf01ebb5bd358d02314d31846af5e07678387486e2c798af0e7d849c1
-    # via mistralai
-exceptiongroup==1.3.0 ; python_full_version < '3.11' \
-    --hash=sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10 \
-    --hash=sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88
-    # via anyio
-faker==37.4.0 \
-    --hash=sha256:7f69d579588c23d5ce671f3fa872654ede0e67047820255f43a4aa1925b89780 \
-    --hash=sha256:cb81c09ebe06c32a10971d1bbdb264bb0e22b59af59548f011ac4809556ce533
-    # via polyfactory
-fal-client==0.7.0 \
-    --hash=sha256:9bf02cfc56ac8957159e8a959ef08c57e5618ceac2cff552f72043363b92a72f \
-    --hash=sha256:f847ff76af5bd8f4f68541eff629481730656a374e6071dbb947a2ad9212f129
-    # via pipelex
-filetype==1.2.0 \
-    --hash=sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb \
-    --hash=sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25
-    # via pipelex
-frozenlist==1.6.0 \
-    --hash=sha256:01bcaa305a0fdad12745502bfd16a1c75b14558dabae226852f9159364573117 \
-    --hash=sha256:03572933a1969a6d6ab509d509e5af82ef80d4a5d4e1e9f2e1cdd22c77a3f4d2 \
-    --hash=sha256:0e6f8653acb82e15e5443dba415fb62a8732b68fe09936bb6d388c725b57f812 \
-    --hash=sha256:0f2ca7810b809ed0f1917293050163c7654cefc57a49f337d5cd9de717b8fad3 \
-    --hash=sha256:118e97556306402e2b010da1ef21ea70cb6d6122e580da64c056b96f524fbd6a \
-    --hash=sha256:1b8e8cd8032ba266f91136d7105706ad57770f3522eac4a111d77ac126a25a9b \
-    --hash=sha256:1c6eceb88aaf7221f75be6ab498dc622a151f5f88d536661af3ffc486245a626 \
-    --hash=sha256:1d7fb014fe0fbfee3efd6a94fc635aeaa68e5e1720fe9e57357f2e2c6e1a647e \
-    --hash=sha256:2bdfe2d7e6c9281c6e55523acd6c2bf77963cb422fdc7d142fb0cb6621b66878 \
-    --hash=sha256:2e8246877afa3f1ae5c979fe85f567d220f86a50dc6c493b9b7d8191181ae01e \
-    --hash=sha256:36d2fc099229f1e4237f563b2a3e0ff7ccebc3999f729067ce4e64a97a7f2869 \
-    --hash=sha256:37a8a52c3dfff01515e9bbbee0e6063181362f9de3db2ccf9bc96189b557cbfd \
-    --hash=sha256:3e911391bffdb806001002c1f860787542f45916c3baf764264a52765d5a5603 \
-    --hash=sha256:431ef6937ae0f853143e2ca67d6da76c083e8b1fe3df0e96f3802fd37626e606 \
-    --hash=sha256:437cfd39564744ae32ad5929e55b18ebd88817f9180e4cc05e7d53b75f79ce85 \
-    --hash=sha256:46138f5a0773d064ff663d273b309b696293d7a7c00a0994c5c13a5078134b64 \
-    --hash=sha256:482fe06e9a3fffbcd41950f9d890034b4a54395c60b5e61fae875d37a699813f \
-    --hash=sha256:49ba23817781e22fcbd45fd9ff2b9b8cdb7b16a42a4851ab8025cae7b22e96d0 \
-    --hash=sha256:4def87ef6d90429f777c9d9de3961679abf938cb6b7b63d4a7eb8a268babfce4 \
-    --hash=sha256:4e1be9111cb6756868ac242b3c2bd1f09d9aea09846e4f5c23715e7afb647103 \
-    --hash=sha256:52021b528f1571f98a7d4258c58aa8d4b1a96d4f01d00d51f1089f2e0323cb02 \
-    --hash=sha256:535eec9987adb04701266b92745d6cdcef2e77669299359c3009c3404dd5d191 \
-    --hash=sha256:54dece0d21dce4fdb188a1ffc555926adf1d1c516e493c2914d7c370e454bc9e \
-    --hash=sha256:62c828a5b195570eb4b37369fcbbd58e96c905768d53a44d13044355647838ff \
-    --hash=sha256:62dd7df78e74d924952e2feb7357d826af8d2f307557a779d14ddf94d7311be8 \
-    --hash=sha256:654e4ba1d0b2154ca2f096bed27461cf6160bc7f504a7f9a9ef447c293caf860 \
-    --hash=sha256:69bbd454f0fb23b51cadc9bdba616c9678e4114b6f9fa372d462ff2ed9323ec8 \
-    --hash=sha256:6ac40ec76041c67b928ca8aaffba15c2b2ee3f5ae8d0cb0617b5e63ec119ca25 \
-    --hash=sha256:716bbba09611b4663ecbb7cd022f640759af8259e12a6ca939c0a6acd49eedba \
-    --hash=sha256:75ecee69073312951244f11b8627e3700ec2bfe07ed24e3a685a5979f0412d24 \
-    --hash=sha256:7613d9977d2ab4a9141dde4a149f4357e4065949674c5649f920fec86ecb393e \
-    --hash=sha256:777704c1d7655b802c7850255639672e90e81ad6fa42b99ce5ed3fbf45e338dd \
-    --hash=sha256:77effc978947548b676c54bbd6a08992759ea6f410d4987d69feea9cd0919911 \
-    --hash=sha256:7b0f6cce16306d2e117cf9db71ab3a9e8878a28176aeaf0dbe35248d97b28d0c \
-    --hash=sha256:7b8c4dc422c1a3ffc550b465090e53b0bf4839047f3e436a34172ac67c45d595 \
-    --hash=sha256:7daa508e75613809c7a57136dec4871a21bca3080b3a8fc347c50b187df4f00c \
-    --hash=sha256:853ac025092a24bb3bf09ae87f9127de9fe6e0c345614ac92536577cf956dfcc \
-    --hash=sha256:85ef8d41764c7de0dcdaf64f733a27352248493a85a80661f3c678acd27e31f2 \
-    --hash=sha256:89ffdb799154fd4d7b85c56d5fa9d9ad48946619e0eb95755723fffa11022d75 \
-    --hash=sha256:8b314faa3051a6d45da196a2c495e922f987dc848e967d8cfeaee8a0328b1cd4 \
-    --hash=sha256:8c952f69dd524558694818a461855f35d36cc7f5c0adddce37e962c85d06eac0 \
-    --hash=sha256:8f5fef13136c4e2dee91bfb9a44e236fff78fc2cd9f838eddfc470c3d7d90afe \
-    --hash=sha256:920b6bd77d209931e4c263223381d63f76828bec574440f29eb497cf3394c249 \
-    --hash=sha256:94bb451c664415f02f07eef4ece976a2c65dcbab9c2f1705b7031a3a75349d8c \
-    --hash=sha256:95b7a8a3180dfb280eb044fdec562f9b461614c0ef21669aea6f1d3dac6ee576 \
-    --hash=sha256:9799257237d0479736e2b4c01ff26b5c7f7694ac9692a426cb717f3dc02fff9b \
-    --hash=sha256:9a0318c2068e217a8f5e3b85e35899f5a19e97141a45bb925bb357cfe1daf770 \
-    --hash=sha256:9a79713adfe28830f27a3c62f6b5406c37376c892b05ae070906f07ae4487046 \
-    --hash=sha256:9d124b38b3c299ca68433597ee26b7819209cb8a3a9ea761dfe9db3a04bba584 \
-    --hash=sha256:a2bda8be77660ad4089caf2223fdbd6db1858462c4b85b67fbfa22102021e497 \
-    --hash=sha256:a4d96dc5bcdbd834ec6b0f91027817214216b5b30316494d2b1aebffb87c534f \
-    --hash=sha256:a66781d7e4cddcbbcfd64de3d41a61d6bdde370fc2e38623f30b2bd539e84a9f \
-    --hash=sha256:abc4e880a9b920bc5020bf6a431a6bb40589d9bca3975c980495f63632e8382f \
-    --hash=sha256:ae8337990e7a45683548ffb2fee1af2f1ed08169284cd829cdd9a7fa7470530d \
-    --hash=sha256:b11534872256e1666116f6587a1592ef395a98b54476addb5e8d352925cb5d4a \
-    --hash=sha256:b35298b2db9c2468106278537ee529719228950a5fdda686582f68f247d1dc6e \
-    --hash=sha256:b99655c32c1c8e06d111e7f41c06c29a5318cb1835df23a45518e02a47c63b68 \
-    --hash=sha256:bb52c8166499a8150bfd38478248572c924c003cbb45fe3bcd348e5ac7c000f9 \
-    --hash=sha256:c444d824e22da6c9291886d80c7d00c444981a72686e2b59d38b285617cb52c8 \
-    --hash=sha256:c5b9e42ace7d95bf41e19b87cec8f262c41d3510d8ad7514ab3862ea2197bfb1 \
-    --hash=sha256:c6154c3ba59cda3f954c6333025369e42c3acd0c6e8b6ce31eb5c5b8116c07e0 \
-    --hash=sha256:ca9973735ce9f770d24d5484dcb42f68f135351c2fc81a7a9369e48cf2998a29 \
-    --hash=sha256:cbb56587a16cf0fb8acd19e90ff9924979ac1431baea8681712716a8337577b0 \
-    --hash=sha256:cdb2c7f071e4026c19a3e32b93a09e59b12000751fc9b0b7758da899e657d215 \
-    --hash=sha256:d108e2d070034f9d57210f22fefd22ea0d04609fc97c5f7f5a686b3471028590 \
-    --hash=sha256:d18689b40cb3936acd971f663ccb8e2589c45db5e2c5f07e0ec6207664029a9c \
-    --hash=sha256:d1a686d0b0949182b8faddea596f3fc11f44768d1f74d4cad70213b2e139d821 \
-    --hash=sha256:d1eb89bf3454e2132e046f9599fbcf0a4483ed43b40f545551a39316d0201cd1 \
-    --hash=sha256:d3ceb265249fb401702fce3792e6b44c1166b9319737d21495d3611028d95769 \
-    --hash=sha256:da5cb36623f2b846fb25009d9d9215322318ff1c63403075f812b3b2876c8506 \
-    --hash=sha256:da62fecac21a3ee10463d153549d8db87549a5e77eefb8c91ac84bb42bb1e4e3 \
-    --hash=sha256:e18036cb4caa17ea151fd5f3d70be9d354c99eb8cf817a3ccde8a7873b074348 \
-    --hash=sha256:e1c6bd2c6399920c9622362ce95a7d74e7f9af9bfec05fff91b8ce4b9647845a \
-    --hash=sha256:e2ada1d8515d3ea5378c018a5f6d14b4994d4036591a52ceaf1a1549dec8e1ad \
-    --hash=sha256:e4f9373c500dfc02feea39f7a56e4f543e670212102cc2eeb51d3a99c7ffbde6 \
-    --hash=sha256:e67ddb0749ed066b1a03fba812e2dcae791dd50e5da03be50b6a14d0c1a9ee45 \
-    --hash=sha256:e69bb81de06827147b7bfbaeb284d85219fa92d9f097e32cc73675f279d70188 \
-    --hash=sha256:e6e558ea1e47fd6fa8ac9ccdad403e5dd5ecc6ed8dda94343056fa4277d5c65e \
-    --hash=sha256:ea8e59105d802c5a38bdbe7362822c522230b3faba2aa35c0fa1765239b7dd70 \
-    --hash=sha256:f1a39819a5a3e84304cd286e3dc62a549fe60985415851b3337b6f5cc91907f1 \
-    --hash=sha256:f27a9f9a86dcf00708be82359db8de86b80d029814e6693259befe82bb58a106 \
-    --hash=sha256:f2c7d5aa19714b1b01a0f515d078a629e445e667b9da869a3cd0e6fe7dec78bd \
-    --hash=sha256:f3a7bb0fe1f7a70fb5c6f497dc32619db7d2cdd53164af30ade2f34673f8b1fc \
-    --hash=sha256:f4b3cd7334a4bbc0c472164f3744562cb72d05002cc6fcf58adb104630bbc352 \
-    --hash=sha256:f88bc0a2b9c2a835cb888b32246c27cdab5740059fb3688852bf91e915399b91 \
-    --hash=sha256:fb3b309f1d4086b5533cf7bbcf3f956f0ae6469664522f1bde4feed26fba60f1 \
-    --hash=sha256:fc5e64626e6682638d6e44398c9baf1d6ce6bc236d40b4b57255c9d3f9761f1f
-    # via
-    #   aiohttp
-    #   aiosignal
-google-auth==2.40.2 \
-    --hash=sha256:a33cde547a2134273226fa4b853883559947ebe9207521f7afc707efbf690f58 \
-    --hash=sha256:f7e568d42eedfded58734f6a60c58321896a621f7c116c411550a4b4a13da90b
-    # via
-    #   google-auth-oauthlib
-    #   google-genai
-google-auth-oauthlib==1.2.2 \
-    --hash=sha256:11046fb8d3348b296302dd939ace8af0a724042e8029c1b872d87fabc9f41684 \
-    --hash=sha256:fd619506f4b3908b5df17b65f39ca8d66ea56986e5472eb5978fd8f3786f00a2
-    # via pipelex
-google-genai==1.41.0 \
-    --hash=sha256:111a3ee64c1a0927d3879faddb368234594432479a40c311e5fe4db338ca8778 \
-    --hash=sha256:134f861bb0ace4e34af0501ecb75ceee15f7662fd8120698cd185e8cb39f2800
-    # via
-    #   instructor
-    #   pipelex
-h11==0.16.0 \
-    --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
-    --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
-    # via httpcore
-httpcore==1.0.9 \
-    --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
-    --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
-    # via httpx
-httpx==0.28.1 \
-    --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
-    --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
-    # via
-    #   anthropic
-    #   fal-client
-    #   google-genai
-    #   mistralai
-    #   openai
-    #   pipelex
-httpx-sse==0.4.0 \
-    --hash=sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721 \
-    --hash=sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f
-    # via fal-client
-idna==3.10 \
-    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
-    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
-    # via
-    #   anyio
-    #   httpx
-    #   requests
-    #   yarl
-instructor==1.8.3 \
-    --hash=sha256:04d64ebc0d6e5eee104f4715b18fac1a02c21757ae6ce76efa65d38cbd536b0b \
-    --hash=sha256:a2c5066458132dc50ec6faa87cab9a2dd6b11b3f45c0e563a2ef704892286945
-    # via pipelex
-jinja2==3.1.6 \
-    --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
-    --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
-    # via
-    #   instructor
-    #   pipelex
-jiter==0.8.2 \
-    --hash=sha256:025337859077b41548bdcbabe38698bcd93cfe10b06ff66617a48ff92c9aec60 \
-    --hash=sha256:14601dcac4889e0a1c75ccf6a0e4baf70dbc75041e51bcf8d0e9274519df6887 \
-    --hash=sha256:180a8aea058f7535d1c84183c0362c710f4750bef66630c05f40c93c2b152a0f \
-    --hash=sha256:2dd61c5afc88a4fda7d8b2cf03ae5947c6ac7516d32b7a15bf4b49569a5c076b \
-    --hash=sha256:32475a42b2ea7b344069dc1e81445cfc00b9d0e3ca837f0523072432332e9f74 \
-    --hash=sha256:37b2998606d6dadbb5ccda959a33d6a5e853252d921fec1792fc902351bb4e2c \
-    --hash=sha256:3ac9f578c46f22405ff7f8b1f5848fb753cc4b8377fbec8470a7dc3997ca7566 \
-    --hash=sha256:3b94a33a241bee9e34b8481cdcaa3d5c2116f575e0226e421bed3f7a6ea71cff \
-    --hash=sha256:4a9220497ca0cb1fe94e3f334f65b9b5102a0b8147646118f020d8ce1de70105 \
-    --hash=sha256:4ab9a87f3784eb0e098f84a32670cfe4a79cb6512fd8f42ae3d0709f06405d18 \
-    --hash=sha256:5127dc1abd809431172bc3fbe8168d6b90556a30bb10acd5ded41c3cfd6f43b6 \
-    --hash=sha256:5672a86d55416ccd214c778efccf3266b84f87b89063b582167d803246354be4 \
-    --hash=sha256:580ccf358539153db147e40751a0b41688a5ceb275e6f3e93d91c9467f42b2e3 \
-    --hash=sha256:58dc9bc9767a1101f4e5e22db1b652161a225874d66f0e5cb8e2c7d1c438b587 \
-    --hash=sha256:5a90a923338531b7970abb063cfc087eebae6ef8ec8139762007188f6bc69a9f \
-    --hash=sha256:653cf462db4e8c41995e33d865965e79641ef45369d8a11f54cd30888b7e6ff1 \
-    --hash=sha256:66227a2c7b575720c1871c8800d3a0122bb8ee94edb43a5685aa9aceb2782d44 \
-    --hash=sha256:6e5337bf454abddd91bd048ce0dca5134056fc99ca0205258766db35d0a2ea43 \
-    --hash=sha256:711e408732d4e9a0208008e5892c2966b485c783cd2d9a681f3eb147cf36c7ef \
-    --hash=sha256:76e324da7b5da060287c54f2fabd3db5f76468006c811831f051942bf68c9d44 \
-    --hash=sha256:789361ed945d8d42850f919342a8665d2dc79e7e44ca1c97cc786966a21f627a \
-    --hash=sha256:79aec8172b9e3c6d05fd4b219d5de1ac616bd8da934107325a6c0d0e866a21b6 \
-    --hash=sha256:7efe4853ecd3d6110301665a5178b9856be7e2a9485f49d91aa4d737ad2ae49e \
-    --hash=sha256:83c0efd80b29695058d0fd2fa8a556490dbce9804eac3e281f373bbc99045f6c \
-    --hash=sha256:8b9931fd36ee513c26b5bf08c940b0ac875de175341cbdd4fa3be109f0492586 \
-    --hash=sha256:8ffc86ae5e3e6a93765d49d1ab47b6075a9c978a2b3b80f0f32628f39caa0c88 \
-    --hash=sha256:92249669925bc1c54fcd2ec73f70f2c1d6a817928480ee1c65af5f6b81cdf12d \
-    --hash=sha256:9c63eaef32b7bebac8ebebf4dabebdbc6769a09c127294db6babee38e9f405b9 \
-    --hash=sha256:a6c710d657c8d1d2adbbb5c0b0c6bfcec28fd35bd6b5f016395f9ac43e878a15 \
-    --hash=sha256:a9584de0cd306072635fe4b89742bf26feae858a0683b399ad0c2509011b9dc0 \
-    --hash=sha256:ab7f43235d71e03b941c1630f4b6e3055d46b6cb8728a17663eaac9d8e83a865 \
-    --hash=sha256:af102d3372e917cffce49b521e4c32c497515119dc7bd8a75665e90a718bbf08 \
-    --hash=sha256:b25bd626bde7fb51534190c7e3cb97cee89ee76b76d7585580e22f34f5e3f393 \
-    --hash=sha256:b2dd880785088ff2ad21ffee205e58a8c1ddabc63612444ae41e5e4b321b39c0 \
-    --hash=sha256:b426f72cd77da3fec300ed3bc990895e2dd6b49e3bfe6c438592a3ba660e41ca \
-    --hash=sha256:ba5bdf56969cad2019d4e8ffd3f879b5fdc792624129741d3d83fc832fef8c7d \
-    --hash=sha256:bf55846c7b7a680eebaf9c3c48d630e1bf51bdf76c68a5f654b8524335b0ad29 \
-    --hash=sha256:ca1f08b8e43dc3bd0594c992fb1fd2f7ce87f7bf0d44358198d6da8034afdf84 \
-    --hash=sha256:ca8577f6a413abe29b079bc30f907894d7eb07a865c4df69475e868d73e71c7b \
-    --hash=sha256:cadcc978f82397d515bb2683fc0d50103acff2a180552654bb92d6045dec2c49 \
-    --hash=sha256:cd73d3e740666d0e639f678adb176fad25c1bcbdae88d8d7b857e1783bb4212d \
-    --hash=sha256:cde031d8413842a1e7501e9129b8e676e62a657f8ec8166e18a70d94d4682855 \
-    --hash=sha256:ce0820f4a3a59ddced7fce696d86a096d5cc48d32a4183483a17671a61edfddc \
-    --hash=sha256:d21974d246ed0181558087cd9f76e84e8321091ebfb3a93d4c341479a736f099 \
-    --hash=sha256:d35c864c2dff13dfd79fb070fc4fc6235d7b9b359efe340e1261deb21b9fcb66 \
-    --hash=sha256:d5c826a221851a8dc028eb6d7d6429ba03184fa3c7e83ae01cd6d3bd1d4bd17d \
-    --hash=sha256:e6ec2be506e7d6f9527dae9ff4b7f54e68ea44a0ef6b098256ddf895218a2f8f \
-    --hash=sha256:e725edd0929fa79f8349ab4ec7f81c714df51dc4e991539a578e5018fa4a7152 \
-    --hash=sha256:eb21aaa9a200d0a80dacc7a81038d2e476ffe473ffdd9c91eb745d623561de05 \
-    --hash=sha256:ecff0dc14f409599bbcafa7e470c00b80f17abc14d1405d38ab02e4b42e55b57 \
-    --hash=sha256:f557c55bc2b7676e74d39d19bcb8775ca295c7a028246175d6a8b431e70835e5 \
-    --hash=sha256:ffd9fee7d0775ebaba131f7ca2e2d83839a62ad65e8e02fe2bd8fc975cedeb9e
-    # via
-    #   anthropic
-    #   instructor
-    #   openai
-jmespath==1.0.1 \
-    --hash=sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980 \
-    --hash=sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe
-    # via
-    #   aiobotocore
-    #   boto3
-    #   botocore
-json2html==1.3.0 \
-    --hash=sha256:8951a53662ae9cfd812685facdba693fc950ffc1c1fd1a8a2d3cf4c34600689c
-    # via pipelex
-jsonpath-python==1.0.6 \
-    --hash=sha256:1e3b78df579f5efc23565293612decee04214609208a2335884b3ee3f786b575 \
-    --hash=sha256:dd5be4a72d8a2995c3f583cf82bf3cd1a9544cfdabf2d22595b67aff07349666
-    # via mistralai
-jsonref==1.1.0 \
-    --hash=sha256:32fe8e1d85af0fdefbebce950af85590b22b60f9e95443176adbde4e1ecea552 \
-    --hash=sha256:590dc7773df6c21cbf948b5dac07a72a251db28b0238ceecce0a2abfa8ec30a9
-    # via instructor
-kajson==0.3.1 \
-    --hash=sha256:a170883f04a9c5e72a3831ce65720324b078483e0360e6f249400e1c4b8d9ffa \
-    --hash=sha256:c129b5dd66f757ed8077c49803ea290f91ba6f5699717eb97b65d960bcc83ac4
-    # via pipelex
-markdown==3.8 \
-    --hash=sha256:794a929b79c5af141ef5ab0f2f642d0f7b1872981250230e72682346f7cc90dc \
-    --hash=sha256:7df81e63f0df5c4b24b7d156eb81e4690595239b7d70937d0409f1b0de319c6f
-    # via pipelex
-markdown-it-py==3.0.0 \
-    --hash=sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1 \
-    --hash=sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb
-    # via rich
-markupsafe==3.0.2 \
-    --hash=sha256:0bff5e0ae4ef2e1ae4fdf2dfd5b76c75e5c2fa4132d05fc1b0dabcd20c7e28c4 \
-    --hash=sha256:0f4ca02bea9a23221c0182836703cbf8930c5e9454bacce27e767509fa286a30 \
-    --hash=sha256:131a3c7689c85f5ad20f9f6fb1b866f402c445b220c19fe4308c0b147ccd2ad9 \
-    --hash=sha256:15ab75ef81add55874e7ab7055e9c397312385bd9ced94920f2802310c930396 \
-    --hash=sha256:1c99d261bd2d5f6b59325c92c73df481e05e57f19837bdca8413b9eac4bd8028 \
-    --hash=sha256:1e084f686b92e5b83186b07e8a17fc09e38fff551f3602b249881fec658d3eca \
-    --hash=sha256:2181e67807fc2fa785d0592dc2d6206c019b9502410671cc905d132a92866557 \
-    --hash=sha256:2cb8438c3cbb25e220c2ab33bb226559e7afb3baec11c4f218ffa7308603c832 \
-    --hash=sha256:3809ede931876f5b2ec92eef964286840ed3540dadf803dd570c3b7e13141a3b \
-    --hash=sha256:38a9ef736c01fccdd6600705b09dc574584b89bea478200c5fbf112a6b0d5579 \
-    --hash=sha256:3d79d162e7be8f996986c064d1c7c817f6df3a77fe3d6859f6f9e7be4b8c213a \
-    --hash=sha256:444dcda765c8a838eaae23112db52f1efaf750daddb2d9ca300bcae1039adc5c \
-    --hash=sha256:4aa4e5faecf353ed117801a068ebab7b7e09ffb6e1d5e412dc852e0da018126c \
-    --hash=sha256:52305740fe773d09cffb16f8ed0427942901f00adedac82ec8b67752f58a1b22 \
-    --hash=sha256:569511d3b58c8791ab4c2e1285575265991e6d8f8700c7be0e88f86cb0672094 \
-    --hash=sha256:57cb5a3cf367aeb1d316576250f65edec5bb3be939e9247ae594b4bcbc317dfb \
-    --hash=sha256:5b02fb34468b6aaa40dfc198d813a641e3a63b98c2b05a16b9f80b7ec314185e \
-    --hash=sha256:6381026f158fdb7c72a168278597a5e3a5222e83ea18f543112b2662a9b699c5 \
-    --hash=sha256:6af100e168aa82a50e186c82875a5893c5597a0c1ccdb0d8b40240b1f28b969a \
-    --hash=sha256:6c89876f41da747c8d3677a2b540fb32ef5715f97b66eeb0c6b66f5e3ef6f59d \
-    --hash=sha256:70a87b411535ccad5ef2f1df5136506a10775d267e197e4cf531ced10537bd6b \
-    --hash=sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8 \
-    --hash=sha256:846ade7b71e3536c4e56b386c2a47adf5741d2d8b94ec9dc3e92e5e1ee1e2225 \
-    --hash=sha256:88416bd1e65dcea10bc7569faacb2c20ce071dd1f87539ca2ab364bf6231393c \
-    --hash=sha256:8e06879fc22a25ca47312fbe7c8264eb0b662f6db27cb2d3bbbc74b1df4b9b87 \
-    --hash=sha256:9025b4018f3a1314059769c7bf15441064b2207cb3f065e6ea1e7359cb46db9d \
-    --hash=sha256:93335ca3812df2f366e80509ae119189886b0f3c2b81325d39efdb84a1e2ae93 \
-    --hash=sha256:9778bd8ab0a994ebf6f84c2b949e65736d5575320a17ae8984a77fab08db94cf \
-    --hash=sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158 \
-    --hash=sha256:a123e330ef0853c6e822384873bef7507557d8e4a082961e1defa947aa59ba84 \
-    --hash=sha256:a904af0a6162c73e3edcb969eeeb53a63ceeb5d8cf642fade7d39e7963a22ddb \
-    --hash=sha256:ad10d3ded218f1039f11a75f8091880239651b52e9bb592ca27de44eed242a48 \
-    --hash=sha256:b424c77b206d63d500bcb69fa55ed8d0e6a3774056bdc4839fc9298a7edca171 \
-    --hash=sha256:b5a6b3ada725cea8a5e634536b1b01c30bcdcd7f9c6fff4151548d5bf6b3a36c \
-    --hash=sha256:ba8062ed2cf21c07a9e295d5b8a2a5ce678b913b45fdf68c32d95d6c1291e0b6 \
-    --hash=sha256:ba9527cdd4c926ed0760bc301f6728ef34d841f405abf9d4f959c478421e4efd \
-    --hash=sha256:bbcb445fa71794da8f178f0f6d66789a28d7319071af7a496d4d507ed566270d \
-    --hash=sha256:bcf3e58998965654fdaff38e58584d8937aa3096ab5354d493c77d1fdd66d7a1 \
-    --hash=sha256:c0ef13eaeee5b615fb07c9a7dadb38eac06a0608b41570d8ade51c56539e509d \
-    --hash=sha256:cabc348d87e913db6ab4aa100f01b08f481097838bdddf7c7a84b7575b7309ca \
-    --hash=sha256:cdb82a876c47801bb54a690c5ae105a46b392ac6099881cdfb9f6e95e4014c6a \
-    --hash=sha256:d16a81a06776313e817c951135cf7340a3e91e8c1ff2fac444cfd75fffa04afe \
-    --hash=sha256:d8213e09c917a951de9d09ecee036d5c7d36cb6cb7dbaece4c71a60d79fb9798 \
-    --hash=sha256:e07c3764494e3776c602c1e78e298937c3315ccc9043ead7e685b7f2b8d47b3c \
-    --hash=sha256:e17c96c14e19278594aa4841ec148115f9c7615a47382ecb6b82bd8fea3ab0c8 \
-    --hash=sha256:e444a31f8db13eb18ada366ab3cf45fd4b31e4db1236a4448f68778c1d1a5a2f \
-    --hash=sha256:e6a2a455bd412959b57a172ce6328d2dd1f01cb2135efda2e4576e8a23fa3b0f \
-    --hash=sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0 \
-    --hash=sha256:f3818cb119498c0678015754eba762e0d61e5b52d34c8b13d770f0719f7b1d79 \
-    --hash=sha256:f8b3d067f2e40fe93e1ccdd6b2e1d16c43140e76f02fb1319a05cf2b79d99430 \
-    --hash=sha256:fcabf5ff6eea076f859677f5f0b6b5c1a51e70a376b0579e0eadef8db48c6b50
-    # via jinja2
-mdurl==0.1.2 \
-    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
-    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
-    # via markdown-it-py
-mistralai==1.5.2 \
-    --hash=sha256:5b1112acebbcad1afd7732ce0bd60614975b64999801c555c54768ac41f506ae \
-    --hash=sha256:f39e6e51e8939aac2602e4badcb18712cbee2df33d86100c559333e609b92d17
-    # via pipelex
-multidict==6.4.4 \
-    --hash=sha256:0327ad2c747a6600e4797d115d3c38a220fdb28e54983abe8964fd17e95ae83c \
-    --hash=sha256:058cc59b9e9b143cc56715e59e22941a5d868c322242278d28123a5d09cdf6b0 \
-    --hash=sha256:0d2b9712211b860d123815a80b859075d86a4d54787e247d7fbee9db6832cf1c \
-    --hash=sha256:0e05c39962baa0bb19a6b210e9b1422c35c093b651d64246b6c2e1a7e242d9fd \
-    --hash=sha256:0f14ea68d29b43a9bf37953881b1e3eb75b2739e896ba4a6aa4ad4c5b9ffa145 \
-    --hash=sha256:169c4ba7858176b797fe551d6e99040c531c775d2d57b31bcf4de6d7a669847f \
-    --hash=sha256:1d0121ccce8c812047d8d43d691a1ad7641f72c4f730474878a5aeae1b8ead8c \
-    --hash=sha256:232b7237e57ec3c09be97206bfb83a0aa1c5d7d377faa019c68a210fa35831f1 \
-    --hash=sha256:329ae97fc2f56f44d91bc47fe0972b1f52d21c4b7a2ac97040da02577e2daca2 \
-    --hash=sha256:3312f63261b9df49be9d57aaa6abf53a6ad96d93b24f9cc16cf979956355ce6e \
-    --hash=sha256:33a12ebac9f380714c298cbfd3e5b9c0c4e89c75fe612ae496512ee51028915f \
-    --hash=sha256:343892a27d1a04d6ae455ecece12904d242d299ada01633d94c4f431d68a8c49 \
-    --hash=sha256:3e9f1cd61a0ab857154205fb0b1f3d3ace88d27ebd1409ab7af5096e409614cd \
-    --hash=sha256:4efc31dfef8c4eeb95b6b17d799eedad88c4902daba39ce637e23a17ea078915 \
-    --hash=sha256:4f5f29794ac0e73d2a06ac03fd18870adc0135a9d384f4a306a951188ed02f95 \
-    --hash=sha256:4ffc3c6a37e048b5395ee235e4a2a0d639c2349dffa32d9367a42fc20d399772 \
-    --hash=sha256:50855d03e9e4d66eab6947ba688ffb714616f985838077bc4b490e769e48da51 \
-    --hash=sha256:51d662c072579f63137919d7bb8fc250655ce79f00c82ecf11cab678f335062e \
-    --hash=sha256:530d86827a2df6504526106b4c104ba19044594f8722d3e87714e847c74a0275 \
-    --hash=sha256:55ae0721c1513e5e3210bca4fc98456b980b0c2c016679d3d723119b6b202c42 \
-    --hash=sha256:5883d6ee0fd9d8a48e9174df47540b7545909841ac82354c7ae4cbe9952603bd \
-    --hash=sha256:5bce06b83be23225be1905dcdb6b789064fae92499fbc458f59a8c0e68718601 \
-    --hash=sha256:5e0ba18a9afd495f17c351d08ebbc4284e9c9f7971d715f196b79636a4d0de44 \
-    --hash=sha256:5e2bcda30d5009996ff439e02a9f2b5c3d64a20151d34898c000a6281faa3781 \
-    --hash=sha256:622f26ea6a7e19b7c48dd9228071f571b2fbbd57a8cd71c061e848f281550e6b \
-    --hash=sha256:632a3bf8f1787f7ef7d3c2f68a7bde5be2f702906f8b5842ad6da9d974d0aab3 \
-    --hash=sha256:66ed0731f8e5dfd8369a883b6e564aca085fb9289aacabd9decd70568b9a30de \
-    --hash=sha256:69133376bc9a03f8c47343d33f91f74a99c339e8b58cea90433d8e24bb298031 \
-    --hash=sha256:69ee9e6ba214b5245031b76233dd95408a0fd57fdb019ddcc1ead4790932a8e8 \
-    --hash=sha256:6a2f58a66fe2c22615ad26156354005391e26a2f3721c3621504cd87c1ea87bf \
-    --hash=sha256:6a602151dbf177be2450ef38966f4be3467d41a86c6a845070d12e17c858a156 \
-    --hash=sha256:6ed5ae5605d4ad5a049fad2a28bb7193400700ce2f4ae484ab702d1e3749c3f9 \
-    --hash=sha256:73484a94f55359780c0f458bbd3c39cb9cf9c182552177d2136e828269dee529 \
-    --hash=sha256:75493f28dbadecdbb59130e74fe935288813301a8554dc32f0c631b6bdcdf8b0 \
-    --hash=sha256:7cf3bd54c56aa16fdb40028d545eaa8d051402b61533c21e84046e05513d5780 \
-    --hash=sha256:7f3d3b3c34867579ea47cbd6c1f2ce23fbfd20a273b6f9e3177e256584f1eacc \
-    --hash=sha256:82ffabefc8d84c2742ad19c37f02cde5ec2a1ee172d19944d380f920a340e4b9 \
-    --hash=sha256:83ec4967114295b8afd120a8eec579920c882831a3e4c3331d591a8e5bfbbc0f \
-    --hash=sha256:87a728af265e08f96b6318ebe3c0f68b9335131f461efab2fc64cc84a44aa6ed \
-    --hash=sha256:87cb72263946b301570b0f63855569a24ee8758aaae2cd182aae7d95fbc92ca7 \
-    --hash=sha256:8adee3ac041145ffe4488ea73fa0a622b464cc25340d98be76924d0cda8545ff \
-    --hash=sha256:8cd8f81f1310182362fb0c7898145ea9c9b08a71081c5963b40ee3e3cac589b1 \
-    --hash=sha256:8ffb40b74400e4455785c2fa37eba434269149ec525fc8329858c862e4b35373 \
-    --hash=sha256:93ec84488a384cd7b8a29c2c7f467137d8a73f6fe38bb810ecf29d1ade011a7c \
-    --hash=sha256:941f1bec2f5dbd51feeb40aea654c2747f811ab01bdd3422a48a4e4576b7d76a \
-    --hash=sha256:98af87593a666f739d9dba5d0ae86e01b0e1a9cfcd2e30d2d361fbbbd1a9162d \
-    --hash=sha256:995f985e2e268deaf17867801b859a282e0448633f1310e3704b30616d269d69 \
-    --hash=sha256:9abcf56a9511653fa1d052bfc55fbe53dbee8f34e68bd6a5a038731b0ca42d15 \
-    --hash=sha256:9bbf7bd39822fd07e3609b6b4467af4c404dd2b88ee314837ad1830a7f4a8299 \
-    --hash=sha256:9c17341ee04545fd962ae07330cb5a39977294c883485c8d74634669b1f7fe04 \
-    --hash=sha256:9f193eeda1857f8e8d3079a4abd258f42ef4a4bc87388452ed1e1c4d2b0c8740 \
-    --hash=sha256:9faf1b1dcaadf9f900d23a0e6d6c8eadd6a95795a0e57fcca73acce0eb912065 \
-    --hash=sha256:9fcad2945b1b91c29ef2b4050f590bfcb68d8ac8e0995a74e659aa57e8d78e01 \
-    --hash=sha256:a145c550900deb7540973c5cdb183b0d24bed6b80bf7bddf33ed8f569082535e \
-    --hash=sha256:a4d1cb1327c6082c4fce4e2a438483390964c02213bc6b8d782cf782c9b1471f \
-    --hash=sha256:a887b77f51d3d41e6e1a63cf3bc7ddf24de5939d9ff69441387dfefa58ac2e26 \
-    --hash=sha256:a920f9cf2abdf6e493c519492d892c362007f113c94da4c239ae88429835bad1 \
-    --hash=sha256:aff4cafea2d120327d55eadd6b7f1136a8e5a0ecf6fb3b6863e8aca32cd8e50a \
-    --hash=sha256:b0f1987787f5f1e2076b59692352ab29a955b09ccc433c1f6b8e8e18666f608b \
-    --hash=sha256:b308402608493638763abc95f9dc0030bbd6ac6aff784512e8ac3da73a88af08 \
-    --hash=sha256:b61e98c3e2a861035aaccd207da585bdcacef65fe01d7a0d07478efac005e028 \
-    --hash=sha256:b9eb4c59c54421a32b3273d4239865cb14ead53a606db066d7130ac80cc8ec93 \
-    --hash=sha256:ba852168d814b2c73333073e1c7116d9395bea69575a01b0b3c89d2d5a87c8fb \
-    --hash=sha256:bb5ac9e5bfce0e6282e7f59ff7b7b9a74aa8e5c60d38186a4637f5aa764046ad \
-    --hash=sha256:bb61ffd3ab8310d93427e460f565322c44ef12769f51f77277b4abad7b6f7223 \
-    --hash=sha256:bbfcb60396f9bcfa63e017a180c3105b8c123a63e9d1428a36544e7d37ca9e20 \
-    --hash=sha256:bd4557071b561a8b3b6075c3ce93cf9bfb6182cb241805c3d66ced3b75eff4ac \
-    --hash=sha256:be06e73c06415199200e9a2324a11252a3d62030319919cde5e6950ffeccf72e \
-    --hash=sha256:c04157266344158ebd57b7120d9b0b35812285d26d0e78193e17ef57bfe2979a \
-    --hash=sha256:c27e5dcf520923d6474d98b96749e6805f7677e93aaaf62656005b8643f907ab \
-    --hash=sha256:c93a6fb06cc8e5d3628b2b5fda215a5db01e8f08fc15fadd65662d9b857acbe4 \
-    --hash=sha256:cbebaa076aaecad3d4bb4c008ecc73b09274c952cf6a1b78ccfd689e51f5a5b0 \
-    --hash=sha256:cc5d83c6619ca5c9672cb78b39ed8542f1975a803dee2cda114ff73cbb076edd \
-    --hash=sha256:d1a20707492db9719a05fc62ee215fd2c29b22b47c1b1ba347f9abc831e26683 \
-    --hash=sha256:d1f7cbd4f1f44ddf5fd86a8675b7679176eae770f2fc88115d6dddb6cefb59bc \
-    --hash=sha256:d21c1212171cf7da703c5b0b7a0e85be23b720818aef502ad187d627316d5645 \
-    --hash=sha256:d2fa86af59f8fc1972e121ade052145f6da22758f6996a197d69bb52f8204e7e \
-    --hash=sha256:d5b1cc3ab8c31d9ebf0faa6e3540fb91257590da330ffe6d2393d4208e638925 \
-    --hash=sha256:d6b15c55721b1b115c5ba178c77104123745b1417527ad9641a4c5e2047450f0 \
-    --hash=sha256:d832c608f94b9f92a0ec8b7e949be7792a642b6e535fcf32f3e28fab69eeb046 \
-    --hash=sha256:d83f18315b9fca5db2452d1881ef20f79593c4aa824095b62cb280019ef7aa3d \
-    --hash=sha256:d877447e7368c7320832acb7159557e49b21ea10ffeb135c1077dbbc0816b598 \
-    --hash=sha256:dc388f75a1c00000824bf28b7633e40854f4127ede80512b44c3cfeeea1839a2 \
-    --hash=sha256:dc8c9736d8574b560634775ac0def6bdc1661fc63fa27ffdfc7264c565bcb4f2 \
-    --hash=sha256:e5f8a146184da7ea12910a4cec51ef85e44f6268467fb489c3caf0cd512f29c2 \
-    --hash=sha256:ecde56ea2439b96ed8a8d826b50c57364612ddac0438c39e473fafad7ae1c23b \
-    --hash=sha256:f682c42003c7264134bfe886376299db4cc0c6cd06a3295b41b347044bcb5482
-    # via
-    #   aiobotocore
-    #   aiohttp
-    #   yarl
-mypy-extensions==1.1.0 \
-    --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \
-    --hash=sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558
-    # via typing-inspect
-networkx==3.4.2 ; python_full_version < '3.11' \
-    --hash=sha256:307c3669428c5362aab27c8a1260aa8f47c4e91d3891f48be0141738d8d053e1 \
-    --hash=sha256:df5d4365b724cf81b8c6a7312509d0c22386097011ad1abe274afd5e9d3bbc5f
-    # via pipelex
-networkx==3.5 ; python_full_version >= '3.11' \
-    --hash=sha256:0030d386a9a06dee3565298b4a734b68589749a544acbb6c412dc9e2489ec6ec \
-    --hash=sha256:d4c6f9cf81f52d69230866796b82afbccdec3db7ae4fbd1b65ea750feed50037
-    # via pipelex
-oauthlib==3.2.2 \
-    --hash=sha256:8139f29aac13e25d502680e9e19963e83f16838d48a0d71c287fe40e7067fbca \
-    --hash=sha256:9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918
-    # via requests-oauthlib
-openai==1.82.1 \
-    --hash=sha256:334eb5006edf59aa464c9e932b9d137468d810b2659e5daea9b3a8c39d052395 \
-    --hash=sha256:ffc529680018e0417acac85f926f92aa0bbcbc26e82e2621087303c66bc7f95d
-    # via
-    #   instructor
-    #   pipelex
-pillow==11.2.1 \
-    --hash=sha256:036e53f4170e270ddb8797d4c590e6dd14d28e15c7da375c18978045f7e6c37b \
-    --hash=sha256:062b7a42d672c45a70fa1f8b43d1d38ff76b63421cbbe7f88146b39e8a558d91 \
-    --hash=sha256:0c3e6d0f59171dfa2e25d7116217543310908dfa2770aa64b8f87605f8cacc97 \
-    --hash=sha256:0c7b29dbd4281923a2bfe562acb734cee96bbb129e96e6972d315ed9f232bef4 \
-    --hash=sha256:0f5c7eda47bf8e3c8a283762cab94e496ba977a420868cb819159980b6709193 \
-    --hash=sha256:127bf6ac4a5b58b3d32fc8289656f77f80567d65660bc46f72c0d77e6600cc95 \
-    --hash=sha256:14e33b28bf17c7a38eede290f77db7c664e4eb01f7869e37fa98a5aa95978941 \
-    --hash=sha256:14f73f7c291279bd65fda51ee87affd7c1e097709f7fdd0188957a16c264601f \
-    --hash=sha256:191955c55d8a712fab8934a42bfefbf99dd0b5875078240943f913bb66d46d9f \
-    --hash=sha256:1d535df14716e7f8776b9e7fee118576d65572b4aad3ed639be9e4fa88a1cad3 \
-    --hash=sha256:208653868d5c9ecc2b327f9b9ef34e0e42a4cdd172c2988fd81d62d2bc9bc044 \
-    --hash=sha256:21e1470ac9e5739ff880c211fc3af01e3ae505859392bf65458c224d0bf283eb \
-    --hash=sha256:225c832a13326e34f212d2072982bb1adb210e0cc0b153e688743018c94a2681 \
-    --hash=sha256:25a5f306095c6780c52e6bbb6109624b95c5b18e40aab1c3041da3e9e0cd3e2d \
-    --hash=sha256:2728567e249cdd939f6cc3d1f049595c66e4187f3c34078cbc0a7d21c47482d2 \
-    --hash=sha256:312c77b7f07ab2139924d2639860e084ec2a13e72af54d4f08ac843a5fc9c79d \
-    --hash=sha256:31df6e2d3d8fc99f993fd253e97fae451a8db2e7207acf97859732273e108406 \
-    --hash=sha256:35ca289f712ccfc699508c4658a1d14652e8033e9b69839edf83cbdd0ba39e70 \
-    --hash=sha256:36d6b82164c39ce5482f649b437382c0fb2395eabc1e2b1702a6deb8ad647d6e \
-    --hash=sha256:39ad2e0f424394e3aebc40168845fee52df1394a4673a6ee512d840d14ab3013 \
-    --hash=sha256:3e645b020f3209a0181a418bffe7b4a93171eef6c4ef6cc20980b30bebf17b7d \
-    --hash=sha256:3fe735ced9a607fee4f481423a9c36701a39719252a9bb251679635f99d0f7d2 \
-    --hash=sha256:4d375eb838755f2528ac8cbc926c3e31cc49ca4ad0cf79cff48b20e30634a4a7 \
-    --hash=sha256:4eb92eca2711ef8be42fd3f67533765d9fd043b8c80db204f16c8ea62ee1a751 \
-    --hash=sha256:5119225c622403afb4b44bad4c1ca6c1f98eed79db8d3bc6e4e160fc6339d66c \
-    --hash=sha256:562d11134c97a62fe3af29581f083033179f7ff435f78392565a1ad2d1c2c45c \
-    --hash=sha256:598174aef4589af795f66f9caab87ba4ff860ce08cd5bb447c6fc553ffee603c \
-    --hash=sha256:63b5dff3a68f371ea06025a1a6966c9a1e1ee452fc8020c2cd0ea41b83e9037b \
-    --hash=sha256:738db0e0941ca0376804d4de6a782c005245264edaa253ffce24e5a15cbdc7bd \
-    --hash=sha256:74ee3d7ecb3f3c05459ba95eed5efa28d6092d751ce9bf20e3e253a4e497e691 \
-    --hash=sha256:750f96efe0597382660d8b53e90dd1dd44568a8edb51cb7f9d5d918b80d4de14 \
-    --hash=sha256:78092232a4ab376a35d68c4e6d5e00dfd73454bd12b230420025fbe178ee3b0b \
-    --hash=sha256:78afba22027b4accef10dbd5eed84425930ba41b3ea0a86fa8d20baaf19d807f \
-    --hash=sha256:7bdb5e09068332578214cadd9c05e3d64d99e0e87591be22a324bdbc18925be0 \
-    --hash=sha256:80f1df8dbe9572b4b7abdfa17eb5d78dd620b1d55d9e25f834efdbee872d3aed \
-    --hash=sha256:85d27ea4c889342f7e35f6d56e7e1cb345632ad592e8c51b693d7b7556043ce0 \
-    --hash=sha256:8ce2e8411c7aaef53e6bb29fe98f28cd4fbd9a1d9be2eeea434331aac0536b22 \
-    --hash=sha256:8f4f3724c068be008c08257207210c138d5f3731af6c155a81c2b09a9eb3a788 \
-    --hash=sha256:9622e3b6c1d8b551b6e6f21873bdcc55762b4b2126633014cea1803368a9aa16 \
-    --hash=sha256:9b7b0d4fd2635f54ad82785d56bc0d94f147096493a79985d0ab57aedd563156 \
-    --hash=sha256:9bc7ae48b8057a611e5fe9f853baa88093b9a76303937449397899385da06fad \
-    --hash=sha256:9db98ab6565c69082ec9b0d4e40dd9f6181dab0dd236d26f7a50b8b9bfbd5076 \
-    --hash=sha256:9ee66787e095127116d91dea2143db65c7bb1e232f617aa5957c0d9d2a3f23a7 \
-    --hash=sha256:a0a6709b47019dff32e678bc12c63008311b82b9327613f534e496dacaefb71e \
-    --hash=sha256:a64dd61998416367b7ef979b73d3a85853ba9bec4c2925f74e588879a58716b6 \
-    --hash=sha256:aa442755e31c64037aa7c1cb186e0b369f8416c567381852c63444dd666fb772 \
-    --hash=sha256:ad275964d52e2243430472fc5d2c2334b4fc3ff9c16cb0a19254e25efa03a155 \
-    --hash=sha256:b0e130705d568e2f43a17bcbe74d90958e8a16263868a12c3e0d9c8162690830 \
-    --hash=sha256:b2dbea1012ccb784a65349f57bbc93730b96e85b42e9bf7b01ef40443db720b4 \
-    --hash=sha256:b4ba4be812c7a40280629e55ae0b14a0aafa150dd6451297562e1764808bbe61 \
-    --hash=sha256:b93a07e76d13bff9444f1a029e0af2964e654bfc2e2c2d46bfd080df5ad5f3d8 \
-    --hash=sha256:bf2c33d6791c598142f00c9c4c7d47f6476731c31081331664eb26d6ab583e01 \
-    --hash=sha256:c8bd62331e5032bc396a93609982a9ab6b411c05078a52f5fe3cc59234a3abd1 \
-    --hash=sha256:c97209e85b5be259994eb5b69ff50c5d20cca0f458ef9abd835e262d9d88b39d \
-    --hash=sha256:cc1c3bc53befb6096b84165956e886b1729634a799e9d6329a0c512ab651e579 \
-    --hash=sha256:cc5d875d56e49f112b6def6813c4e3d3036d269c008bf8aef72cd08d20ca6df6 \
-    --hash=sha256:d189ba1bebfbc0c0e529159631ec72bb9e9bc041f01ec6d3233d6d82eb823bc1 \
-    --hash=sha256:d4e5c5edee874dce4f653dbe59db7c73a600119fbea8d31f53423586ee2aafd7 \
-    --hash=sha256:d57a75d53922fc20c165016a20d9c44f73305e67c351bbc60d1adaf662e74047 \
-    --hash=sha256:da3104c57bbd72948d75f6a9389e6727d2ab6333c3617f0a89d72d4940aa0443 \
-    --hash=sha256:e0409af9f829f87a2dfb7e259f78f317a5351f2045158be321fd135973fff7bf \
-    --hash=sha256:e0b55f27f584ed623221cfe995c912c61606be8513bfa0e07d2c674b4516d9dd \
-    --hash=sha256:e616e7154c37669fc1dfc14584f11e284e05d1c650e1c0f972f281c4ccc53193 \
-    --hash=sha256:e6def7eed9e7fa90fde255afaf08060dc4b343bbe524a8f69bdd2a2f0018f600 \
-    --hash=sha256:ea926cfbc3957090becbcbbb65ad177161a2ff2ad578b5a6ec9bb1e1cd78753c \
-    --hash=sha256:f0d3348c95b766f54b76116d53d4cb171b52992a1027e7ca50c81b43b9d9e363 \
-    --hash=sha256:f6b0c664ccb879109ee3ca702a9272d877f4fcd21e5eb63c26422fd6e415365e \
-    --hash=sha256:f91ebf30830a48c825590aede79376cb40f110b387c17ee9bd59932c961044f9 \
-    --hash=sha256:fdec757fea0b793056419bca3e9932eb2b0ceec90ef4813ea4c1e072c389eb28 \
-    --hash=sha256:fe15238d3798788d00716637b3d4e7bb6bde18b26e5d08335a96e88564a36b6b
-    # via pipelex
-pipelex==0.14.0 \
-    --hash=sha256:6193e82aa2d875283a37007551906f086d5864cf4f493d3caaa9260c3e918ed0 \
-    --hash=sha256:98de691a69208084e46f3ded16eb968edc76333ecfd4284c523f733da03b1c4c
-    # via my-project
-polyfactory==2.21.0 \
-    --hash=sha256:9483b764756c8622313d99f375889b1c0d92f09affb05742d7bcfa2b5198d8c5 \
-    --hash=sha256:a6d8dba91b2515d744cc014b5be48835633f7ccb72519a68f8801759e5b1737a
-    # via pipelex
-posthog==6.7.10 \
-    --hash=sha256:212512af756e7641e398bf36131ad589790a08cfa80c267895f46e0ec943e547 \
-    --hash=sha256:dc0a8dd8ddfa6f721f0066a4e3fb0062c2e19dce3b3ae8875d2a0984f9fd5d59
-    # via pipelex
-propcache==0.3.1 \
-    --hash=sha256:050b571b2e96ec942898f8eb46ea4bfbb19bd5502424747e83badc2d4a99a44e \
-    --hash=sha256:05543250deac8e61084234d5fc54f8ebd254e8f2b39a16b1dce48904f45b744b \
-    --hash=sha256:09400e98545c998d57d10035ff623266927cb784d13dd2b31fd33b8a5316b85b \
-    --hash=sha256:0fbe94666e62ebe36cd652f5fc012abfbc2342de99b523f8267a678e4dfdee3c \
-    --hash=sha256:17d1c688a443355234f3c031349da69444be052613483f3e4158eef751abcd8a \
-    --hash=sha256:19a06db789a4bd896ee91ebc50d059e23b3639c25d58eb35be3ca1cbe967c3bf \
-    --hash=sha256:1c5c7ab7f2bb3f573d1cb921993006ba2d39e8621019dffb1c5bc94cdbae81e8 \
-    --hash=sha256:1eb34d90aac9bfbced9a58b266f8946cb5935869ff01b164573a7634d39fbcb5 \
-    --hash=sha256:1f6cc0ad7b4560e5637eb2c994e97b4fa41ba8226069c9277eb5ea7101845b42 \
-    --hash=sha256:2d219b0dbabe75e15e581fc1ae796109b07c8ba7d25b9ae8d650da582bed01b0 \
-    --hash=sha256:2fce1df66915909ff6c824bbb5eb403d2d15f98f1518e583074671a30fe0c21e \
-    --hash=sha256:319fa8765bfd6a265e5fa661547556da381e53274bc05094fc9ea50da51bfd46 \
-    --hash=sha256:359e81a949a7619802eb601d66d37072b79b79c2505e6d3fd8b945538411400d \
-    --hash=sha256:3a02a28095b5e63128bcae98eb59025924f121f048a62393db682f049bf4ac24 \
-    --hash=sha256:3e19ea4ea0bf46179f8a3652ac1426e6dcbaf577ce4b4f65be581e237340420d \
-    --hash=sha256:3e584b6d388aeb0001d6d5c2bd86b26304adde6d9bb9bfa9c4889805021b96de \
-    --hash=sha256:40d980c33765359098837527e18eddefc9a24cea5b45e078a7f3bb5b032c6ecf \
-    --hash=sha256:4114c4ada8f3181af20808bedb250da6bae56660e4b8dfd9cd95d4549c0962f7 \
-    --hash=sha256:43593c6772aa12abc3af7784bff4a41ffa921608dd38b77cf1dfd7f5c4e71371 \
-    --hash=sha256:47ef24aa6511e388e9894ec16f0fbf3313a53ee68402bc428744a367ec55b833 \
-    --hash=sha256:4cf9e93a81979f1424f1a3d155213dc928f1069d697e4353edb8a5eba67c6259 \
-    --hash=sha256:4d0dfdd9a2ebc77b869a0b04423591ea8823f791293b527dc1bb896c1d6f1136 \
-    --hash=sha256:563f9d8c03ad645597b8d010ef4e9eab359faeb11a0a2ac9f7b4bc8c28ebef25 \
-    --hash=sha256:58aa11f4ca8b60113d4b8e32d37e7e78bd8af4d1a5b5cb4979ed856a45e62005 \
-    --hash=sha256:5a0a9898fdb99bf11786265468571e628ba60af80dc3f6eb89a3545540c6b0ef \
-    --hash=sha256:5aed8d8308215089c0734a2af4f2e95eeb360660184ad3912686c181e500b2e7 \
-    --hash=sha256:5b9145c35cc87313b5fd480144f8078716007656093d23059e8993d3a8fa730f \
-    --hash=sha256:5cb5918253912e088edbf023788de539219718d3b10aef334476b62d2b53de53 \
-    --hash=sha256:5cdb0f3e1eb6dfc9965d19734d8f9c481b294b5274337a8cb5cb01b462dcb7e0 \
-    --hash=sha256:5ced33d827625d0a589e831126ccb4f5c29dfdf6766cac441d23995a65825dcb \
-    --hash=sha256:61014615c1274df8da5991a1e5da85a3ccb00c2d4701ac6f3383afd3ca47ab0a \
-    --hash=sha256:6d8e309ff9a0503ef70dc9a0ebd3e69cf7b3894c9ae2ae81fc10943c37762458 \
-    --hash=sha256:71ebe3fe42656a2328ab08933d420df5f3ab121772eef78f2dc63624157f0ed9 \
-    --hash=sha256:730178f476ef03d3d4d255f0c9fa186cb1d13fd33ffe89d39f2cda4da90ceb71 \
-    --hash=sha256:7d2d5a0028d920738372630870e7d9644ce437142197f8c827194fca404bf03b \
-    --hash=sha256:7f30241577d2fef2602113b70ef7231bf4c69a97e04693bde08ddab913ba0ce5 \
-    --hash=sha256:813fbb8b6aea2fc9659815e585e548fe706d6f663fa73dff59a1677d4595a037 \
-    --hash=sha256:87380fb1f3089d2a0b8b00f006ed12bd41bd858fabfa7330c954c70f50ed8757 \
-    --hash=sha256:88c423efef9d7a59dae0614eaed718449c09a5ac79a5f224a8b9664d603f04a3 \
-    --hash=sha256:89498dd49c2f9a026ee057965cdf8192e5ae070ce7d7a7bd4b66a8e257d0c976 \
-    --hash=sha256:8a17583515a04358b034e241f952f1715243482fc2c2945fd99a1b03a0bd77d6 \
-    --hash=sha256:9532ea0b26a401264b1365146c440a6d78269ed41f83f23818d4b79497aeabe7 \
-    --hash=sha256:967a8eec513dbe08330f10137eacb427b2ca52118769e82ebcfcab0fba92a649 \
-    --hash=sha256:975af16f406ce48f1333ec5e912fe11064605d5c5b3f6746969077cc3adeb120 \
-    --hash=sha256:9979643ffc69b799d50d3a7b72b5164a2e97e117009d7af6dfdd2ab906cb72cd \
-    --hash=sha256:9a8ecf38de50a7f518c21568c80f985e776397b902f1ce0b01f799aba1608b40 \
-    --hash=sha256:9cec3239c85ed15bfaded997773fdad9fb5662b0a7cbc854a43f291eb183179e \
-    --hash=sha256:9e64e948ab41411958670f1093c0a57acfdc3bee5cf5b935671bbd5313bcf229 \
-    --hash=sha256:9f64d91b751df77931336b5ff7bafbe8845c5770b06630e27acd5dbb71e1931c \
-    --hash=sha256:a0ab8cf8cdd2194f8ff979a43ab43049b1df0b37aa64ab7eca04ac14429baeb7 \
-    --hash=sha256:a110205022d077da24e60b3df8bcee73971be9575dec5573dd17ae5d81751111 \
-    --hash=sha256:a34aa3a1abc50740be6ac0ab9d594e274f59960d3ad253cd318af76b996dd654 \
-    --hash=sha256:a444192f20f5ce8a5e52761a031b90f5ea6288b1eef42ad4c7e64fef33540b8f \
-    --hash=sha256:a75801768bbe65499495660b777e018cbe90c7980f07f8aa57d6be79ea6f71da \
-    --hash=sha256:aa8efd8c5adc5a2c9d3b952815ff8f7710cefdcaf5f2c36d26aff51aeca2f12f \
-    --hash=sha256:aca63103895c7d960a5b9b044a83f544b233c95e0dcff114389d64d762017af7 \
-    --hash=sha256:b0313e8b923b3814d1c4a524c93dfecea5f39fa95601f6a9b1ac96cd66f89ea0 \
-    --hash=sha256:b23c11c2c9e6d4e7300c92e022046ad09b91fd00e36e83c44483df4afa990073 \
-    --hash=sha256:b655032b202028a582d27aeedc2e813299f82cb232f969f87a4fde491a233f11 \
-    --hash=sha256:bd39c92e4c8f6cbf5f08257d6360123af72af9f4da75a690bef50da77362d25f \
-    --hash=sha256:bef100c88d8692864651b5f98e871fb090bd65c8a41a1cb0ff2322db39c96c27 \
-    --hash=sha256:c2fe5c910f6007e716a06d269608d307b4f36e7babee5f36533722660e8c4a70 \
-    --hash=sha256:c66d8ccbc902ad548312b96ed8d5d266d0d2c6d006fd0f66323e9d8f2dd49be7 \
-    --hash=sha256:cd6a55f65241c551eb53f8cf4d2f4af33512c39da5d9777694e9d9c60872f519 \
-    --hash=sha256:d249609e547c04d190e820d0d4c8ca03ed4582bcf8e4e160a6969ddfb57b62e5 \
-    --hash=sha256:d4e89cde74154c7b5957f87a355bb9c8ec929c167b59c83d90654ea36aeb6180 \
-    --hash=sha256:dc1915ec523b3b494933b5424980831b636fe483d7d543f7afb7b3bf00f0c10f \
-    --hash=sha256:e1c4d24b804b3a87e9350f79e2371a705a188d292fd310e663483af6ee6718ee \
-    --hash=sha256:e474fc718e73ba5ec5180358aa07f6aded0ff5f2abe700e3115c37d75c947e18 \
-    --hash=sha256:e4fe2a6d5ce975c117a6bb1e8ccda772d1e7029c1cca1acd209f91d30fa72815 \
-    --hash=sha256:e7fb9a84c9abbf2b2683fa3e7b0d7da4d8ecf139a1c635732a8bda29c5214b0e \
-    --hash=sha256:e861ad82892408487be144906a368ddbe2dc6297074ade2d892341b35c59844a \
-    --hash=sha256:ec314cde7314d2dd0510c6787326bbffcbdc317ecee6b7401ce218b3099075a7 \
-    --hash=sha256:f011f104db880f4e2166bcdcf7f58250f7a465bc6b068dc84c824a3d4a5c94dc \
-    --hash=sha256:f1528ec4374617a7a753f90f20e2f551121bb558fcb35926f99e3c42367164b8 \
-    --hash=sha256:f27785888d2fdd918bc36de8b8739f2d6c791399552333721b58193f68ea3e98 \
-    --hash=sha256:f35c7070eeec2cdaac6fd3fe245226ed2a6292d3ee8c938e5bb645b434c5f256 \
-    --hash=sha256:f3bbecd2f34d0e6d3c543fdb3b15d6b60dd69970c2b4c822379e5ec8f6f621d5 \
-    --hash=sha256:f6f1324db48f001c2ca26a25fa25af60711e09b9aaf4b28488602776f4f9a744 \
-    --hash=sha256:f78eb8422acc93d7b69964012ad7048764bb45a54ba7a39bb9e146c72ea29723 \
-    --hash=sha256:fb6e0faf8cb6b4beea5d6ed7b5a578254c6d7df54c36ccd3d8b3eb00d6770277 \
-    --hash=sha256:feccd282de1f6322f56f6845bf1207a537227812f0a9bf5571df52bb418d79d5
-    # via
-    #   aiohttp
-    #   yarl
-pyasn1==0.6.1 \
-    --hash=sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629 \
-    --hash=sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034
-    # via
-    #   pyasn1-modules
-    #   rsa
-pyasn1-modules==0.4.2 \
-    --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a \
-    --hash=sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6
-    # via google-auth
-pydantic==2.10.6 \
-    --hash=sha256:427d664bf0b8a2b34ff5dd0f5a18df00591adcee7198fbd71981054cef37b584 \
-    --hash=sha256:ca5daa827cce33de7a42be142548b0096bf05a7e7b365aebfa5f8eeec7128236
-    # via
-    #   anthropic
-    #   google-genai
-    #   instructor
-    #   kajson
-    #   mistralai
-    #   openai
-    #   pipelex
-pydantic-core==2.27.2 \
-    --hash=sha256:0296abcb83a797db256b773f45773da397da75a08f5fcaef41f2044adec05f50 \
-    --hash=sha256:03d0f86ea3184a12f41a2d23f7ccb79cdb5a18e06993f8a45baa8dfec746f0e9 \
-    --hash=sha256:05e3a55d124407fffba0dd6b0c0cd056d10e983ceb4e5dbd10dda135c31071d6 \
-    --hash=sha256:08e125dbdc505fa69ca7d9c499639ab6407cfa909214d500897d02afb816e7cc \
-    --hash=sha256:0d75070718e369e452075a6017fbf187f788e17ed67a3abd47fa934d001863d9 \
-    --hash=sha256:14d4a5c49d2f009d62a2a7140d3064f686d17a5d1a268bc641954ba181880236 \
-    --hash=sha256:172fce187655fece0c90d90a678424b013f8fbb0ca8b036ac266749c09438cb7 \
-    --hash=sha256:18a101c168e4e092ab40dbc2503bdc0f62010e95d292b27827871dc85450d7ee \
-    --hash=sha256:1a4207639fb02ec2dbb76227d7c751a20b1a6b4bc52850568e52260cae64ca3b \
-    --hash=sha256:1c1fd185014191700554795c99b347d64f2bb637966c4cfc16998a0ca700d048 \
-    --hash=sha256:1e2cb691ed9834cd6a8be61228471d0a503731abfb42f82458ff27be7b2186fc \
-    --hash=sha256:1ebaf1d0481914d004a573394f4be3a7616334be70261007e47c2a6fe7e50130 \
-    --hash=sha256:220f892729375e2d736b97d0e51466252ad84c51857d4d15f5e9692f9ef12be4 \
-    --hash=sha256:26f0d68d4b235a2bae0c3fc585c585b4ecc51382db0e3ba402a22cbc440915e4 \
-    --hash=sha256:26f32e0adf166a84d0cb63be85c562ca8a6fa8de28e5f0d92250c6b7e9e2aff7 \
-    --hash=sha256:280d219beebb0752699480fe8f1dc61ab6615c2046d76b7ab7ee38858de0a4e7 \
-    --hash=sha256:28ccb213807e037460326424ceb8b5245acb88f32f3d2777427476e1b32c48c4 \
-    --hash=sha256:2bf14caea37e91198329b828eae1618c068dfb8ef17bb33287a7ad4b61ac314e \
-    --hash=sha256:2d367ca20b2f14095a8f4fa1210f5a7b78b8a20009ecced6b12818f455b1e9fa \
-    --hash=sha256:30c5f68ded0c36466acede341551106821043e9afaad516adfb6e8fa80a4e6a6 \
-    --hash=sha256:337b443af21d488716f8d0b6164de833e788aa6bd7e3a39c005febc1284f4962 \
-    --hash=sha256:3911ac9284cd8a1792d3cb26a2da18f3ca26c6908cc434a18f730dc0db7bfa3b \
-    --hash=sha256:3d591580c34f4d731592f0e9fe40f9cc1b430d297eecc70b962e93c5c668f15f \
-    --hash=sha256:3de3ce3c9ddc8bbd88f6e0e304dea0e66d843ec9de1b0042b0911c1663ffd474 \
-    --hash=sha256:3de9961f2a346257caf0aa508a4da705467f53778e9ef6fe744c038119737ef5 \
-    --hash=sha256:40d02e7d45c9f8af700f3452f329ead92da4c5f4317ca9b896de7ce7199ea459 \
-    --hash=sha256:47956ae78b6422cbd46f772f1746799cbb862de838fd8d1fbd34a82e05b0983a \
-    --hash=sha256:491a2b73db93fab69731eaee494f320faa4e093dbed776be1a829c2eb222c34c \
-    --hash=sha256:50a68f3e3819077be2c98110c1f9dcb3817e93f267ba80a2c05bb4f8799e2ff4 \
-    --hash=sha256:519f29f5213271eeeeb3093f662ba2fd512b91c5f188f3bb7b27bc5973816934 \
-    --hash=sha256:5e68c4446fe0810e959cdff46ab0a41ce2f2c86d227d96dc3847af0ba7def306 \
-    --hash=sha256:688d3fd9fcb71f41c4c015c023d12a79d1c4c0732ec9eb35d96e3388a120dcf3 \
-    --hash=sha256:6fb4aadc0b9a0c063206846d603b92030eb6f03069151a625667f982887153e2 \
-    --hash=sha256:7041c36f5680c6e0f08d922aed302e98b3745d97fe1589db0a3eebf6624523af \
-    --hash=sha256:71b24c7d61131bb83df10cc7e687433609963a944ccf45190cfc21e0887b08c9 \
-    --hash=sha256:7969e133a6f183be60e9f6f56bfae753585680f3b7307a8e555a948d443cc05a \
-    --hash=sha256:7a66efda2387de898c8f38c0cf7f14fca0b51a8ef0b24bfea5849f1b3c95af27 \
-    --hash=sha256:7d14bd329640e63852364c306f4d23eb744e0f8193148d4044dd3dacdaacbd8b \
-    --hash=sha256:7e17b560be3c98a8e3aa66ce828bdebb9e9ac6ad5466fba92eb74c4c95cb1151 \
-    --hash=sha256:82f91663004eb8ed30ff478d77c4d1179b3563df6cdb15c0817cd1cdaf34d154 \
-    --hash=sha256:82f986faf4e644ffc189a7f1aafc86e46ef70372bb153e7001e8afccc6e54133 \
-    --hash=sha256:83097677b8e3bd7eaa6775720ec8e0405f1575015a463285a92bfdfe254529ef \
-    --hash=sha256:8c19d1ea0673cd13cc2f872f6c9ab42acc4e4f492a7ca9d3795ce2b112dd7e15 \
-    --hash=sha256:8d9b3388db186ba0c099a6d20f0604a44eabdeef1777ddd94786cdae158729e4 \
-    --hash=sha256:8e10c99ef58cfdf2a66fc15d66b16c4a04f62bca39db589ae8cba08bc55331bc \
-    --hash=sha256:953101387ecf2f5652883208769a79e48db18c6df442568a0b5ccd8c2723abee \
-    --hash=sha256:9c3ed807c7b91de05e63930188f19e921d1fe90de6b4f5cd43ee7fcc3525cb8c \
-    --hash=sha256:9e0c8cfefa0ef83b4da9588448b6d8d2a2bf1a53c3f1ae5fca39eb3061e2f0b0 \
-    --hash=sha256:a0fcd29cd6b4e74fe8ddd2c90330fd8edf2e30cb52acda47f06dd615ae72da57 \
-    --hash=sha256:ac4dbfd1691affb8f48c2c13241a2e3b60ff23247cbcf981759c768b6633cf8b \
-    --hash=sha256:b0cb791f5b45307caae8810c2023a184c74605ec3bcbb67d13846c28ff731ff8 \
-    --hash=sha256:ba5dd002f88b78a4215ed2f8ddbdf85e8513382820ba15ad5ad8955ce0ca19a1 \
-    --hash=sha256:bd8086fa684c4775c27f03f062cbb9eaa6e17f064307e86b21b9e0abc9c0f02e \
-    --hash=sha256:bec317a27290e2537f922639cafd54990551725fc844249e64c523301d0822fc \
-    --hash=sha256:c70c26d2c99f78b125a3459f8afe1aed4d9687c24fd677c6a4436bc042e50d6c \
-    --hash=sha256:cc3f1a99a4f4f9dd1de4fe0312c114e740b5ddead65bb4102884b384c15d8bc9 \
-    --hash=sha256:ce8918cbebc8da707ba805b7fd0b382816858728ae7fe19a942080c24e5b7cd1 \
-    --hash=sha256:d81d2068e1c1228a565af076598f9e7451712700b673de8f502f0334f281387d \
-    --hash=sha256:d9640b0059ff4f14d1f37321b94061c6db164fbe49b334b31643e0528d100d99 \
-    --hash=sha256:de3cd1899e2c279b140adde9357c4495ed9d47131b4a4eaff9052f23398076b3 \
-    --hash=sha256:e0fd26b16394ead34a424eecf8a31a1f5137094cabe84a1bcb10fa6ba39d3d31 \
-    --hash=sha256:e2bb4d3e5873c37bb3dd58714d4cd0b0e6238cebc4177ac8fe878f8b3aa8e74c \
-    --hash=sha256:eb026e5a4c1fee05726072337ff51d1efb6f59090b7da90d30ea58625b1ffb39 \
-    --hash=sha256:eda3f5c2a021bbc5d976107bb302e0131351c2ba54343f8a496dc8783d3d3a6a \
-    --hash=sha256:fa8e459d4954f608fa26116118bb67f56b93b209c39b008277ace29937453dc9
-    # via
-    #   instructor
-    #   pydantic
-pygments==2.19.1 \
-    --hash=sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f \
-    --hash=sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c
-    # via rich
-pypdfium2==4.30.0 \
-    --hash=sha256:0dfa61421b5eb68e1188b0b2231e7ba35735aef2d867d86e48ee6cab6975195e \
-    --hash=sha256:119b2969a6d6b1e8d55e99caaf05290294f2d0fe49c12a3f17102d01c441bd29 \
-    --hash=sha256:3d0dd3ecaffd0b6dbda3da663220e705cb563918249bda26058c6036752ba3a2 \
-    --hash=sha256:48b5b7e5566665bc1015b9d69c1ebabe21f6aee468b509531c3c8318eeee2e16 \
-    --hash=sha256:4e55689f4b06e2d2406203e771f78789bd4f190731b5d57383d05cf611d829de \
-    --hash=sha256:4e6e50f5ce7f65a40a33d7c9edc39f23140c57e37144c2d6d9e9262a2a854854 \
-    --hash=sha256:5eda3641a2da7a7a0b2f4dbd71d706401a656fea521b6b6faa0675b15d31a163 \
-    --hash=sha256:90dbb2ac07be53219f56be09961eb95cf2473f834d01a42d901d13ccfad64b4c \
-    --hash=sha256:b33ceded0b6ff5b2b93bc1fe0ad4b71aa6b7e7bd5875f1ca0cdfb6ba6ac01aab \
-    --hash=sha256:cc3bf29b0db8c76cdfaac1ec1cde8edf211a7de7390fbf8934ad2aa9b4d6dfad \
-    --hash=sha256:ee2410f15d576d976c2ab2558c93d392a25fb9f6635e8dd0a8a3a5241b275e0e \
-    --hash=sha256:f1f78d2189e0ddf9ac2b7a9b9bd4f0c66f54d1389ff6c17e9fd9dc034d06eb3f \
-    --hash=sha256:f33bd79e7a09d5f7acca3b0b69ff6c8a488869a7fab48fdf400fec6e20b9c8be
-    # via pipelex
-python-dateutil==2.9.0.post0 \
-    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
-    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
-    # via
-    #   aiobotocore
-    #   botocore
-    #   mistralai
-    #   posthog
-python-dotenv==1.1.0 \
-    --hash=sha256:41f90bc6f5f177fb41f53e87666db362025010eb28f60a01c9143bfa33a2b2d5 \
-    --hash=sha256:d7c01d9e2293916c18baf562d95698754b0dbbb5e74d457c45d4f6561fb9d55d
-    # via pipelex
-pyyaml==6.0.2 \
-    --hash=sha256:0833f8694549e586547b576dcfaba4a6b55b9e96098b36cdc7ebefe667dfed48 \
-    --hash=sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086 \
-    --hash=sha256:0ffe8360bab4910ef1b9e87fb812d8bc0a308b0d0eef8c8f44e0254ab3b07133 \
-    --hash=sha256:11d8f3dd2b9c1207dcaf2ee0bbbfd5991f571186ec9cc78427ba5bd32afae4b5 \
-    --hash=sha256:17e311b6c678207928d649faa7cb0d7b4c26a0ba73d41e99c4fff6b6c3276484 \
-    --hash=sha256:1e2120ef853f59c7419231f3bf4e7021f1b936f6ebd222406c3b60212205d2ee \
-    --hash=sha256:1f71ea527786de97d1a0cc0eacd1defc0985dcf6b3f17bb77dcfc8c34bec4dc5 \
-    --hash=sha256:23502f431948090f597378482b4812b0caae32c22213aecf3b55325e049a6c68 \
-    --hash=sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf \
-    --hash=sha256:2e99c6826ffa974fe6e27cdb5ed0021786b03fc98e5ee3c5bfe1fd5015f42b99 \
-    --hash=sha256:3ad2a3decf9aaba3d29c8f537ac4b243e36bef957511b4766cb0057d32b0be85 \
-    --hash=sha256:41e4e3953a79407c794916fa277a82531dd93aad34e29c2a514c2c0c5fe971cc \
-    --hash=sha256:50187695423ffe49e2deacb8cd10510bc361faac997de9efef88badc3bb9e2d1 \
-    --hash=sha256:5ac9328ec4831237bec75defaf839f7d4564be1e6b25ac710bd1a96321cc8317 \
-    --hash=sha256:5d225db5a45f21e78dd9358e58a98702a0302f2659a3c6cd320564b75b86f47c \
-    --hash=sha256:68ccc6023a3400877818152ad9a1033e3db8625d899c72eacb5a668902e4d652 \
-    --hash=sha256:70b189594dbe54f75ab3a1acec5f1e3faa7e8cf2f1e08d9b561cb41b845f69d5 \
-    --hash=sha256:797b4f722ffa07cc8d62053e4cff1486fa6dc094105d13fea7b1de7d8bf71c9e \
-    --hash=sha256:7c36280e6fb8385e520936c3cb3b8042851904eba0e58d277dca80a5cfed590b \
-    --hash=sha256:7e7401d0de89a9a855c839bc697c079a4af81cf878373abd7dc625847d25cbd8 \
-    --hash=sha256:80bab7bfc629882493af4aa31a4cfa43a4c57c83813253626916b8c7ada83476 \
-    --hash=sha256:8388ee1976c416731879ac16da0aff3f63b286ffdd57cdeb95f3f2e085687563 \
-    --hash=sha256:8824b5a04a04a047e72eea5cec3bc266db09e35de6bdfe34c9436ac5ee27d237 \
-    --hash=sha256:8b9c7197f7cb2738065c481a0461e50ad02f18c78cd75775628afb4d7137fb3b \
-    --hash=sha256:936d68689298c36b53b29f23c6dbb74de12b4ac12ca6cfe0e047bedceea56180 \
-    --hash=sha256:9b22676e8097e9e22e36d6b7bda33190d0d400f345f23d4065d48f4ca7ae0425 \
-    --hash=sha256:a4d3091415f010369ae4ed1fc6b79def9416358877534caf6a0fdd2146c87a3e \
-    --hash=sha256:bc2fa7c6b47d6bc618dd7fb02ef6fdedb1090ec036abab80d4681424b84c1183 \
-    --hash=sha256:c70c95198c015b85feafc136515252a261a84561b7b1d51e3384e0655ddf25ab \
-    --hash=sha256:cc1c1159b3d456576af7a3e4d1ba7e6924cb39de8f67111c735f6fc832082774 \
-    --hash=sha256:ce826d6ef20b1bc864f0a68340c8b3287705cae2f8b4b1d932177dcc76721725 \
-    --hash=sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e \
-    --hash=sha256:e10ce637b18caea04431ce14fabcf5c64a1c61ec9c56b071a4b7ca131ca52d44 \
-    --hash=sha256:ec031d5d2feb36d1d1a24380e4db6d43695f3748343d99434e6f5f9156aaa2ed \
-    --hash=sha256:ef6107725bd54b262d6dedcc2af448a266975032bc85ef0172c5f059da6325b4 \
-    --hash=sha256:efdca5630322a10774e8e98e1af481aad470dd62c3170801852d752aa7a783ba \
-    --hash=sha256:ff3824dc5261f50c9b0dfb3be22b4567a6f938ccce4587b38952d85fd9e9afe4
-    # via pipelex
-requests==2.32.3 \
-    --hash=sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760 \
-    --hash=sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6
-    # via
-    #   google-genai
-    #   instructor
-    #   posthog
-    #   requests-oauthlib
-requests-oauthlib==2.0.0 \
-    --hash=sha256:7dd8a5c40426b779b0868c404bdef9768deccf22749cde15852df527e6269b36 \
-    --hash=sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9
-    # via google-auth-oauthlib
-rich==13.9.4 \
-    --hash=sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098 \
-    --hash=sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90
-    # via
-    #   instructor
-    #   pipelex
-    #   typer
-rsa==4.9.1 \
-    --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762 \
-    --hash=sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75
-    # via google-auth
-s3transfer==0.11.3 \
-    --hash=sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d \
-    --hash=sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a
-    # via boto3
-shellingham==1.5.4 \
-    --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \
-    --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de
-    # via typer
-shortuuid==1.0.13 \
-    --hash=sha256:3bb9cf07f606260584b1df46399c0b87dd84773e7b25912b7e391e30797c5e72 \
-    --hash=sha256:a482a497300b49b4953e15108a7913244e1bb0d41f9d332f5e9925dba33a3c5a
-    # via pipelex
-six==1.17.0 \
-    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
-    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
-    # via
-    #   posthog
-    #   python-dateutil
-sniffio==1.3.1 \
-    --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \
-    --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc
-    # via
-    #   anthropic
-    #   anyio
-    #   openai
-tenacity==9.1.2 \
-    --hash=sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb \
-    --hash=sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138
-    # via
-    #   google-genai
-    #   instructor
-tomli==2.3.0 \
-    --hash=sha256:00b5f5d95bbfc7d12f91ad8c593a1659b6387b43f054104cda404be6bda62456 \
-    --hash=sha256:0a154a9ae14bfcf5d8917a59b51ffd5a3ac1fd149b71b47a3a104ca4edcfa845 \
-    --hash=sha256:0c95ca56fbe89e065c6ead5b593ee64b84a26fca063b5d71a1122bf26e533999 \
-    --hash=sha256:0eea8cc5c5e9f89c9b90c4896a8deefc74f518db5927d0e0e8d4a80953d774d0 \
-    --hash=sha256:1cb4ed918939151a03f33d4242ccd0aa5f11b3547d0cf30f7c74a408a5b99878 \
-    --hash=sha256:4021923f97266babc6ccab9f5068642a0095faa0a51a246a6a02fccbb3514eaf \
-    --hash=sha256:4c2ef0244c75aba9355561272009d934953817c49f47d768070c3c94355c2aa3 \
-    --hash=sha256:4dc4ce8483a5d429ab602f111a93a6ab1ed425eae3122032db7e9acf449451be \
-    --hash=sha256:4f195fe57ecceac95a66a75ac24d9d5fbc98ef0962e09b2eddec5d39375aae52 \
-    --hash=sha256:5192f562738228945d7b13d4930baffda67b69425a7f0da96d360b0a3888136b \
-    --hash=sha256:5e01decd096b1530d97d5d85cb4dff4af2d8347bd35686654a004f8dea20fc67 \
-    --hash=sha256:64be704a875d2a59753d80ee8a533c3fe183e3f06807ff7dc2232938ccb01549 \
-    --hash=sha256:70a251f8d4ba2d9ac2542eecf008b3c8a9fc5c3f9f02c56a9d7952612be2fdba \
-    --hash=sha256:73ee0b47d4dad1c5e996e3cd33b8a76a50167ae5f96a2607cbe8cc773506ab22 \
-    --hash=sha256:74bf8464ff93e413514fefd2be591c3b0b23231a77f901db1eb30d6f712fc42c \
-    --hash=sha256:792262b94d5d0a466afb5bc63c7daa9d75520110971ee269152083270998316f \
-    --hash=sha256:7b0882799624980785240ab732537fcfc372601015c00f7fc367c55308c186f6 \
-    --hash=sha256:883b1c0d6398a6a9d29b508c331fa56adbcdff647f6ace4dfca0f50e90dfd0ba \
-    --hash=sha256:88bd15eb972f3664f5ed4b57c1634a97153b4bac4479dcb6a495f41921eb7f45 \
-    --hash=sha256:8a35dd0e643bb2610f156cca8db95d213a90015c11fee76c946aa62b7ae7e02f \
-    --hash=sha256:940d56ee0410fa17ee1f12b817b37a4d4e4dc4d27340863cc67236c74f582e77 \
-    --hash=sha256:97d5eec30149fd3294270e889b4234023f2c69747e555a27bd708828353ab606 \
-    --hash=sha256:a0e285d2649b78c0d9027570d4da3425bdb49830a6156121360b3f8511ea3441 \
-    --hash=sha256:a1f7f282fe248311650081faafa5f4732bdbfef5d45fe3f2e702fbc6f2d496e0 \
-    --hash=sha256:a4ea38c40145a357d513bffad0ed869f13c1773716cf71ccaa83b0fa0cc4e42f \
-    --hash=sha256:a56212bdcce682e56b0aaf79e869ba5d15a6163f88d5451cbde388d48b13f530 \
-    --hash=sha256:ad805ea85eda330dbad64c7ea7a4556259665bdf9d2672f5dccc740eb9d3ca05 \
-    --hash=sha256:b273fcbd7fc64dc3600c098e39136522650c49bca95df2d11cf3b626422392c8 \
-    --hash=sha256:b5870b50c9db823c595983571d1296a6ff3e1b88f734a4c8f6fc6188397de005 \
-    --hash=sha256:b74a0e59ec5d15127acdabd75ea17726ac4c5178ae51b85bfe39c4f8a278e879 \
-    --hash=sha256:be71c93a63d738597996be9528f4abe628d1adf5e6eb11607bc8fe1a510b5dae \
-    --hash=sha256:c22a8bf253bacc0cf11f35ad9808b6cb75ada2631c2d97c971122583b129afbc \
-    --hash=sha256:c4665508bcbac83a31ff8ab08f424b665200c0e1e645d2bd9ab3d3e557b6185b \
-    --hash=sha256:c5f3ffd1e098dfc032d4d3af5c0ac64f6d286d98bc148698356847b80fa4de1b \
-    --hash=sha256:cebc6fe843e0733ee827a282aca4999b596241195f43b4cc371d64fc6639da9e \
-    --hash=sha256:d1381caf13ab9f300e30dd8feadb3de072aeb86f1d34a8569453ff32a7dea4bf \
-    --hash=sha256:d7d86942e56ded512a594786a5ba0a5e521d02529b3826e7761a05138341a2ac \
-    --hash=sha256:e31d432427dcbf4d86958c184b9bfd1e96b5b71f8eb17e6d02531f434fd335b8 \
-    --hash=sha256:e95b1af3c5b07d9e643909b5abbec77cd9f1217e6d0bca72b0234736b9fb1f1b \
-    --hash=sha256:f85209946d1fe94416debbb88d00eb92ce9cd5266775424ff81bc959e001acaf \
-    --hash=sha256:feb0dacc61170ed7ab602d3d972a58f14ee3ee60494292d384649a3dc38ef463 \
-    --hash=sha256:ff72b71b5d10d22ecb084d345fc26f42b5143c5533db5e2eaba7d2d335358876
-    # via pipelex
-tomlkit==0.13.3 \
-    --hash=sha256:430cf247ee57df2b94ee3fbe588e71d362a941ebb545dec29b53961d61add2a1 \
-    --hash=sha256:c89c649d79ee40629a9fda55f8ace8c6a1b42deb912b2a8fd8d942ddadb606b0
-    # via pipelex
-tqdm==4.67.1 \
-    --hash=sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2 \
-    --hash=sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2
-    # via openai
-typer==0.16.0 \
-    --hash=sha256:1f79bed11d4d02d4310e3c1b7ba594183bcedb0ac73b27a9e5f28f6fb5b98855 \
-    --hash=sha256:af377ffaee1dbe37ae9440cb4e8f11686ea5ce4e9bae01b84ae7c63b87f1dd3b
-    # via
-    #   instructor
-    #   pipelex
-typing-extensions==4.13.2 \
-    --hash=sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c \
-    --hash=sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef
-    # via
-    #   anthropic
-    #   anyio
-    #   exceptiongroup
-    #   google-genai
-    #   multidict
-    #   openai
-    #   pipelex
-    #   polyfactory
-    #   posthog
-    #   pydantic
-    #   pydantic-core
-    #   rich
-    #   typer
-    #   typing-inspect
-typing-inspect==0.9.0 \
-    --hash=sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f \
-    --hash=sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78
-    # via mistralai
-tzdata==2025.2 \
-    --hash=sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8 \
-    --hash=sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9
-    # via faker
-urllib3==2.4.0 \
-    --hash=sha256:414bc6535b787febd7567804cc015fee39daab8ad86268f1310a9250697de466 \
-    --hash=sha256:4e16665048960a0900c702d4a66415956a584919c03361cac9f1df5c5dd7e813
-    # via
-    #   botocore
-    #   requests
-websockets==15.0.1 \
-    --hash=sha256:0701bc3cfcb9164d04a14b149fd74be7347a530ad3bbf15ab2c678a2cd3dd9a2 \
-    --hash=sha256:0a34631031a8f05657e8e90903e656959234f3a04552259458aac0b0f9ae6fd9 \
-    --hash=sha256:0af68c55afbd5f07986df82831c7bff04846928ea8d1fd7f30052638788bc9b5 \
-    --hash=sha256:0c9e74d766f2818bb95f84c25be4dea09841ac0f734d1966f415e4edfc4ef1c3 \
-    --hash=sha256:0f3c1e2ab208db911594ae5b4f79addeb3501604a165019dd221c0bdcabe4db8 \
-    --hash=sha256:0fdfe3e2a29e4db3659dbd5bbf04560cea53dd9610273917799f1cde46aa725e \
-    --hash=sha256:1009ee0c7739c08a0cd59de430d6de452a55e42d6b522de7aa15e6f67db0b8e1 \
-    --hash=sha256:1234d4ef35db82f5446dca8e35a7da7964d02c127b095e172e54397fb6a6c256 \
-    --hash=sha256:16b6c1b3e57799b9d38427dda63edcbe4926352c47cf88588c0be4ace18dac85 \
-    --hash=sha256:229cf1d3ca6c1804400b0a9790dc66528e08a6a1feec0d5040e8b9eb14422375 \
-    --hash=sha256:27ccee0071a0e75d22cb35849b1db43f2ecd3e161041ac1ee9d2352ddf72f065 \
-    --hash=sha256:39c1fec2c11dc8d89bba6b2bf1556af381611a173ac2b511cf7231622058af41 \
-    --hash=sha256:3be571a8b5afed347da347bfcf27ba12b069d9d7f42cb8c7028b5e98bbb12597 \
-    --hash=sha256:3c714d2fc58b5ca3e285461a4cc0c9a66bd0e24c5da9911e30158286c9b5be7f \
-    --hash=sha256:3d00075aa65772e7ce9e990cab3ff1de702aa09be3940d1dc88d5abf1ab8a09c \
-    --hash=sha256:3e90baa811a5d73f3ca0bcbf32064d663ed81318ab225ee4f427ad4e26e5aff3 \
-    --hash=sha256:4c2529b320eb9e35af0fa3016c187dffb84a3ecc572bcee7c3ce302bfeba52bf \
-    --hash=sha256:54479983bd5fb469c38f2f5c7e3a24f9a4e70594cd68cd1fa6b9340dadaff7cf \
-    --hash=sha256:558d023b3df0bffe50a04e710bc87742de35060580a293c2a984299ed83bc4e4 \
-    --hash=sha256:5756779642579d902eed757b21b0164cd6fe338506a8083eb58af5c372e39d9a \
-    --hash=sha256:592f1a9fe869c778694f0aa806ba0374e97648ab57936f092fd9d87f8bc03665 \
-    --hash=sha256:595b6c3969023ecf9041b2936ac3827e4623bfa3ccf007575f04c5a6aa318c22 \
-    --hash=sha256:5a939de6b7b4e18ca683218320fc67ea886038265fd1ed30173f5ce3f8e85675 \
-    --hash=sha256:5d54b09eba2bada6011aea5375542a157637b91029687eb4fdb2dab11059c1b4 \
-    --hash=sha256:5df592cd503496351d6dc14f7cdad49f268d8e618f80dce0cd5a36b93c3fc08d \
-    --hash=sha256:64dee438fed052b52e4f98f76c5790513235efaa1ef7f3f2192c392cd7c91b65 \
-    --hash=sha256:66dd88c918e3287efc22409d426c8f729688d89a0c587c88971a0faa2c2f3792 \
-    --hash=sha256:678999709e68425ae2593acf2e3ebcbcf2e69885a5ee78f9eb80e6e371f1bf57 \
-    --hash=sha256:693f0192126df6c2327cce3baa7c06f2a117575e32ab2308f7f8216c29d9e2e3 \
-    --hash=sha256:746ee8dba912cd6fc889a8147168991d50ed70447bf18bcda7039f7d2e3d9151 \
-    --hash=sha256:756c56e867a90fb00177d530dca4b097dd753cde348448a1012ed6c5131f8b7d \
-    --hash=sha256:76d1f20b1c7a2fa82367e04982e708723ba0e7b8d43aa643d3dcd404d74f1475 \
-    --hash=sha256:823c248b690b2fd9303ba00c4f66cd5e2d8c3ba4aa968b2779be9532a4dad431 \
-    --hash=sha256:82544de02076bafba038ce055ee6412d68da13ab47f0c60cab827346de828dee \
-    --hash=sha256:8dd8327c795b3e3f219760fa603dcae1dcc148172290a8ab15158cf85a953413 \
-    --hash=sha256:8fdc51055e6ff4adeb88d58a11042ec9a5eae317a0a53d12c062c8a8865909e8 \
-    --hash=sha256:ac1e5c9054fe23226fb11e05a6e630837f074174c4c2f0fe442996112a6de4fb \
-    --hash=sha256:ac60e3b188ec7574cb761b08d50fcedf9d77f1530352db4eef1707fe9dee7205 \
-    --hash=sha256:b359ed09954d7c18bbc1680f380c7301f92c60bf924171629c5db97febb12f04 \
-    --hash=sha256:ba9e56e8ceeeedb2e080147ba85ffcd5cd0711b89576b83784d8605a7df455fa \
-    --hash=sha256:c338ffa0520bdb12fbc527265235639fb76e7bc7faafbb93f6ba80d9c06578a9 \
-    --hash=sha256:cad21560da69f4ce7658ca2cb83138fb4cf695a2ba3e475e0559e05991aa8122 \
-    --hash=sha256:d50fd1ee42388dcfb2b3676132c78116490976f1300da28eb629272d5d93e905 \
-    --hash=sha256:d5f6b181bb38171a8ad1d6aa58a67a6aa9d4b38d0f8c5f496b9e42561dfc62fe \
-    --hash=sha256:d63efaa0cd96cf0c5fe4d581521d9fa87744540d4bc999ae6e08595a1014b45b \
-    --hash=sha256:d99e5546bf73dbad5bf3547174cd6cb8ba7273062a23808ffea025ecb1cf8562 \
-    --hash=sha256:e09473f095a819042ecb2ab9465aee615bd9c2028e4ef7d933600a8401c79561 \
-    --hash=sha256:e8b56bdcdb4505c8078cb6c7157d9811a85790f2f2b3632c7d1462ab5783d215 \
-    --hash=sha256:ee443ef070bb3b6ed74514f5efaa37a252af57c90eb33b956d35c8e9c10a1931 \
-    --hash=sha256:f29d80eb9a9263b8d109135351caf568cc3f80b9928bccde535c235de55c22d9 \
-    --hash=sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f \
-    --hash=sha256:fcd5cf9e305d7b8338754470cf69cf81f420459dbae8a3b40cee57417f4614a7
-    # via google-genai
-wrapt==1.17.2 \
-    --hash=sha256:0a6e821770cf99cc586d33833b2ff32faebdbe886bd6322395606cf55153246c \
-    --hash=sha256:0b929ac182f5ace000d459c59c2c9c33047e20e935f8e39371fa6e3b85d56f4a \
-    --hash=sha256:129a150f5c445165ff941fc02ee27df65940fcb8a22a61828b1853c98763a64b \
-    --hash=sha256:13e6afb7fe71fe7485a4550a8844cc9ffbe263c0f1a1eea569bc7091d4898555 \
-    --hash=sha256:1473400e5b2733e58b396a04eb7f35f541e1fb976d0c0724d0223dd607e0f74c \
-    --hash=sha256:18983c537e04d11cf027fbb60a1e8dfd5190e2b60cc27bc0808e653e7b218d1b \
-    --hash=sha256:1a7ed2d9d039bd41e889f6fb9364554052ca21ce823580f6a07c4ec245c1f5d6 \
-    --hash=sha256:1fb5699e4464afe5c7e65fa51d4f99e0b2eadcc176e4aa33600a3df7801d6662 \
-    --hash=sha256:35621ae4c00e056adb0009f8e86e28eb4a41a4bfa8f9bfa9fca7d343fe94f998 \
-    --hash=sha256:3cedbfa9c940fdad3e6e941db7138e26ce8aad38ab5fe9dcfadfed9db7a54e62 \
-    --hash=sha256:3d57c572081fed831ad2d26fd430d565b76aa277ed1d30ff4d40670b1c0dd984 \
-    --hash=sha256:3fc7cb4c1c744f8c05cd5f9438a3caa6ab94ce8344e952d7c45a8ed59dd88392 \
-    --hash=sha256:4011d137b9955791f9084749cba9a367c68d50ab8d11d64c50ba1688c9b457f2 \
-    --hash=sha256:40d615e4fe22f4ad3528448c193b218e077656ca9ccb22ce2cb20db730f8d306 \
-    --hash=sha256:41388e9d4d1522446fe79d3213196bd9e3b301a336965b9e27ca2788ebd122f3 \
-    --hash=sha256:468090021f391fe0056ad3e807e3d9034e0fd01adcd3bdfba977b6fdf4213ea9 \
-    --hash=sha256:49703ce2ddc220df165bd2962f8e03b84c89fee2d65e1c24a7defff6f988f4d6 \
-    --hash=sha256:4a721d3c943dae44f8e243b380cb645a709ba5bd35d3ad27bc2ed947e9c68192 \
-    --hash=sha256:4afd5814270fdf6380616b321fd31435a462019d834f83c8611a0ce7484c7317 \
-    --hash=sha256:4c82b8785d98cdd9fed4cac84d765d234ed3251bd6afe34cb7ac523cb93e8b4f \
-    --hash=sha256:4db983e7bca53819efdbd64590ee96c9213894272c776966ca6306b73e4affda \
-    --hash=sha256:582530701bff1dec6779efa00c516496968edd851fba224fbd86e46cc6b73563 \
-    --hash=sha256:58705da316756681ad3c9c73fd15499aa4d8c69f9fd38dc8a35e06c12468582f \
-    --hash=sha256:5bb1d0dbf99411f3d871deb6faa9aabb9d4e744d67dcaaa05399af89d847a91d \
-    --hash=sha256:5cbabee4f083b6b4cd282f5b817a867cf0b1028c54d445b7ec7cfe6505057cf8 \
-    --hash=sha256:69606d7bb691b50a4240ce6b22ebb319c1cfb164e5f6569835058196e0f3a845 \
-    --hash=sha256:6d9187b01bebc3875bac9b087948a2bccefe464a7d8f627cf6e48b1bbae30f82 \
-    --hash=sha256:6ed6ffac43aecfe6d86ec5b74b06a5be33d5bb9243d055141e8cabb12aa08125 \
-    --hash=sha256:703919b1633412ab54bcf920ab388735832fdcb9f9a00ae49387f0fe67dad504 \
-    --hash=sha256:766d8bbefcb9e00c3ac3b000d9acc51f1b399513f44d77dfe0eb026ad7c9a19b \
-    --hash=sha256:80dd7db6a7cb57ffbc279c4394246414ec99537ae81ffd702443335a61dbf3a7 \
-    --hash=sha256:8112e52c5822fc4253f3901b676c55ddf288614dc7011634e2719718eaa187dc \
-    --hash=sha256:8c8b293cd65ad716d13d8dd3624e42e5a19cc2a2f1acc74b30c2c13f15cb61a6 \
-    --hash=sha256:8fdbdb757d5390f7c675e558fd3186d590973244fab0c5fe63d373ade3e99d40 \
-    --hash=sha256:9a2bce789a5ea90e51a02dfcc39e31b7f1e662bc3317979aa7e5538e3a034f72 \
-    --hash=sha256:9a7d15bbd2bc99e92e39f49a04653062ee6085c0e18b3b7512a4f2fe91f2d681 \
-    --hash=sha256:9abc77a4ce4c6f2a3168ff34b1da9b0f311a8f1cfd694ec96b0603dff1c79438 \
-    --hash=sha256:9e8659775f1adf02eb1e6f109751268e493c73716ca5761f8acb695e52a756ae \
-    --hash=sha256:9fee687dce376205d9a494e9c121e27183b2a3df18037f89d69bd7b35bcf59e2 \
-    --hash=sha256:a5aaeff38654462bc4b09023918b7f21790efb807f54c000a39d41d69cf552cb \
-    --hash=sha256:a604bf7a053f8362d27eb9fefd2097f82600b856d5abe996d623babd067b1ab5 \
-    --hash=sha256:abbb9e76177c35d4e8568e58650aa6926040d6a9f6f03435b7a522bf1c487f9a \
-    --hash=sha256:acc130bc0375999da18e3d19e5a86403667ac0c4042a094fefb7eec8ebac7cf3 \
-    --hash=sha256:b18f2d1533a71f069c7f82d524a52599053d4c7166e9dd374ae2136b7f40f7c8 \
-    --hash=sha256:b5e251054542ae57ac7f3fba5d10bfff615b6c2fb09abeb37d2f1463f841ae22 \
-    --hash=sha256:b60fb58b90c6d63779cb0c0c54eeb38941bae3ecf7a73c764c52c88c2dcb9d72 \
-    --hash=sha256:b870b5df5b71d8c3359d21be8f0d6c485fa0ebdb6477dda51a1ea54a9b558061 \
-    --hash=sha256:bc570b5f14a79734437cb7b0500376b6b791153314986074486e0b0fa8d71d98 \
-    --hash=sha256:d18a4865f46b8579d44e4fe1e2bcbc6472ad83d98e22a26c963d46e4c125ef0b \
-    --hash=sha256:d5e2439eecc762cd85e7bd37161d4714aa03a33c5ba884e26c81559817ca0925 \
-    --hash=sha256:e3890b508a23299083e065f435a492b5435eba6e304a7114d2f919d400888cc6 \
-    --hash=sha256:e496a8ce2c256da1eb98bd15803a79bee00fc351f5dfb9ea82594a3f058309e0 \
-    --hash=sha256:e8b2816ebef96d83657b56306152a93909a83f23994f4b30ad4573b00bd11bb9 \
-    --hash=sha256:eaf675418ed6b3b31c7a989fd007fa7c3be66ce14e5c3b27336383604c9da85c \
-    --hash=sha256:ec89ed91f2fa8e3f52ae53cd3cf640d6feff92ba90d62236a81e4e563ac0e991 \
-    --hash=sha256:f09b286faeff3c750a879d336fb6d8713206fc97af3adc14def0cdd349df6000 \
-    --hash=sha256:ff04ef6eec3eee8a5efef2401495967a916feaa353643defcc03fc74fe213b58
-    # via aiobotocore
-yarl==1.20.0 \
-    --hash=sha256:04d8cfb12714158abf2618f792c77bc5c3d8c5f37353e79509608be4f18705c9 \
-    --hash=sha256:06d06c9d5b5bc3eb56542ceeba6658d31f54cf401e8468512447834856fb0e61 \
-    --hash=sha256:077989b09ffd2f48fb2d8f6a86c5fef02f63ffe6b1dd4824c76de7bb01e4f2e2 \
-    --hash=sha256:083ce0393ea173cd37834eb84df15b6853b555d20c52703e21fbababa8c129d2 \
-    --hash=sha256:087e9731884621b162a3e06dc0d2d626e1542a617f65ba7cc7aeab279d55ad33 \
-    --hash=sha256:0a6a1e6ae21cdd84011c24c78d7a126425148b24d437b5702328e4ba640a8902 \
-    --hash=sha256:0acfaf1da020253f3533526e8b7dd212838fdc4109959a2c53cafc6db611bff2 \
-    --hash=sha256:123393db7420e71d6ce40d24885a9e65eb1edefc7a5228db2d62bcab3386a5c0 \
-    --hash=sha256:18e321617de4ab170226cd15006a565d0fa0d908f11f724a2c9142d6b2812ab0 \
-    --hash=sha256:1a06701b647c9939d7019acdfa7ebbfbb78ba6aa05985bb195ad716ea759a569 \
-    --hash=sha256:2137810a20b933b1b1b7e5cf06a64c3ed3b4747b0e5d79c9447c00db0e2f752f \
-    --hash=sha256:25b3bc0763a7aca16a0f1b5e8ef0f23829df11fb539a1b70476dcab28bd83da7 \
-    --hash=sha256:2a8f64df8ed5d04c51260dbae3cc82e5649834eebea9eadfd829837b8093eb00 \
-    --hash=sha256:33bb660b390a0554d41f8ebec5cd4475502d84104b27e9b42f5321c5192bfcd1 \
-    --hash=sha256:3b2992fe29002fd0d4cbaea9428b09af9b8686a9024c840b8a2b8f4ea4abc16f \
-    --hash=sha256:3b60a86551669c23dc5445010534d2c5d8a4e012163218fc9114e857c0586fdd \
-    --hash=sha256:3d7dbbe44b443b0c4aa0971cb07dcb2c2060e4a9bf8d1301140a33a93c98e18c \
-    --hash=sha256:3e429857e341d5e8e15806118e0294f8073ba9c4580637e59ab7b238afca836f \
-    --hash=sha256:40ed574b4df723583a26c04b298b283ff171bcc387bc34c2683235e2487a65a5 \
-    --hash=sha256:42fbe577272c203528d402eec8bf4b2d14fd49ecfec92272334270b850e9cd7d \
-    --hash=sha256:4345f58719825bba29895011e8e3b545e6e00257abb984f9f27fe923afca2501 \
-    --hash=sha256:447c5eadd750db8389804030d15f43d30435ed47af1313303ed82a62388176d3 \
-    --hash=sha256:4a34c52ed158f89876cba9c600b2c964dfc1ca52ba7b3ab6deb722d1d8be6df2 \
-    --hash=sha256:4c43030e4b0af775a85be1fa0433119b1565673266a70bf87ef68a9d5ba3174c \
-    --hash=sha256:4c903e0b42aab48abfbac668b5a9d7b6938e721a6341751331bcd7553de2dcae \
-    --hash=sha256:4d9949eaf05b4d30e93e4034a7790634bbb41b8be2d07edd26754f2e38e491de \
-    --hash=sha256:4f1a350a652bbbe12f666109fbddfdf049b3ff43696d18c9ab1531fbba1c977a \
-    --hash=sha256:53b2da3a6ca0a541c1ae799c349788d480e5144cac47dba0266c7cb6c76151fe \
-    --hash=sha256:54ac15a8b60382b2bcefd9a289ee26dc0920cf59b05368c9b2b72450751c6eb8 \
-    --hash=sha256:5d0fe6af927a47a230f31e6004621fd0959eaa915fc62acfafa67ff7229a3124 \
-    --hash=sha256:5d3d6d14754aefc7a458261027a562f024d4f6b8a798adb472277f675857b1eb \
-    --hash=sha256:5d9b980d7234614bc4674468ab173ed77d678349c860c3af83b1fffb6a837ddc \
-    --hash=sha256:634b7ba6b4a85cf67e9df7c13a7fb2e44fa37b5d34501038d174a63eaac25ee2 \
-    --hash=sha256:65a4053580fe88a63e8e4056b427224cd01edfb5f951498bfefca4052f0ce0ac \
-    --hash=sha256:686d51e51ee5dfe62dec86e4866ee0e9ed66df700d55c828a615640adc885307 \
-    --hash=sha256:69df35468b66c1a6e6556248e6443ef0ec5f11a7a4428cf1f6281f1879220f58 \
-    --hash=sha256:6d12b8945250d80c67688602c891237994d203d42427cb14e36d1a732eda480e \
-    --hash=sha256:6d409e321e4addf7d97ee84162538c7258e53792eb7c6defd0c33647d754172e \
-    --hash=sha256:70e0c580a0292c7414a1cead1e076c9786f685c1fc4757573d2967689b370e62 \
-    --hash=sha256:737e9f171e5a07031cbee5e9180f6ce21a6c599b9d4b2c24d35df20a52fabf4b \
-    --hash=sha256:7595498d085becc8fb9203aa314b136ab0516c7abd97e7d74f7bb4eb95042abe \
-    --hash=sha256:798a5074e656f06b9fad1a162be5a32da45237ce19d07884d0b67a0aa9d5fdda \
-    --hash=sha256:7dc63ad0d541c38b6ae2255aaa794434293964677d5c1ec5d0116b0e308031f5 \
-    --hash=sha256:839de4c574169b6598d47ad61534e6981979ca2c820ccb77bf70f4311dd2cc64 \
-    --hash=sha256:84aeb556cb06c00652dbf87c17838eb6d92cfd317799a8092cee0e570ee11229 \
-    --hash=sha256:85a231fa250dfa3308f3c7896cc007a47bc76e9e8e8595c20b7426cac4884c62 \
-    --hash=sha256:866349da9d8c5290cfefb7fcc47721e94de3f315433613e01b435473be63daa6 \
-    --hash=sha256:8681700f4e4df891eafa4f69a439a6e7d480d64e52bf460918f58e443bd3da7d \
-    --hash=sha256:86de313371ec04dd2531f30bc41a5a1a96f25a02823558ee0f2af0beaa7ca791 \
-    --hash=sha256:8a7f62f5dc70a6c763bec9ebf922be52aa22863d9496a9a30124d65b489ea672 \
-    --hash=sha256:8c12cd754d9dbd14204c328915e23b0c361b88f3cffd124129955e60a4fbfcfb \
-    --hash=sha256:91bc450c80a2e9685b10e34e41aef3d44ddf99b3a498717938926d05ca493f6a \
-    --hash=sha256:95b50910e496567434cb77a577493c26bce0f31c8a305135f3bda6a2483b8e10 \
-    --hash=sha256:95fc9876f917cac7f757df80a5dda9de59d423568460fe75d128c813b9af558e \
-    --hash=sha256:9c2aa4387de4bc3a5fe158080757748d16567119bef215bec643716b4fbf53f9 \
-    --hash=sha256:9c366b254082d21cc4f08f522ac201d0d83a8b8447ab562732931d31d80eb2a5 \
-    --hash=sha256:a0bc5e05f457b7c1994cc29e83b58f540b76234ba6b9648a4971ddc7f6aa52da \
-    --hash=sha256:ab47acc9332f3de1b39e9b702d9c916af7f02656b2a86a474d9db4e53ef8fd7a \
-    --hash=sha256:af4baa8a445977831cbaa91a9a84cc09debb10bc8391f128da2f7bd070fc351d \
-    --hash=sha256:af5607159085dcdb055d5678fc2d34949bd75ae6ea6b4381e784bbab1c3aa195 \
-    --hash=sha256:b2586e36dc070fc8fad6270f93242124df68b379c3a251af534030a4a33ef594 \
-    --hash=sha256:b4230ac0b97ec5eeb91d96b324d66060a43fd0d2a9b603e3327ed65f084e41f8 \
-    --hash=sha256:b594113a301ad537766b4e16a5a6750fcbb1497dcc1bc8a4daae889e6402a634 \
-    --hash=sha256:b6c4c3d0d6a0ae9b281e492b1465c72de433b782e6b5001c8e7249e085b69051 \
-    --hash=sha256:b9ae2fbe54d859b3ade40290f60fe40e7f969d83d482e84d2c31b9bff03e359e \
-    --hash=sha256:bb769ae5760cd1c6a712135ee7915f9d43f11d9ef769cb3f75a23e398a92d384 \
-    --hash=sha256:bc906b636239631d42eb8a07df8359905da02704a868983265603887ed68c076 \
-    --hash=sha256:bf099e2432131093cc611623e0b0bcc399b8cddd9a91eded8bfb50402ec35018 \
-    --hash=sha256:c27d98f4e5c4060582f44e58309c1e55134880558f1add7a87c1bc36ecfade19 \
-    --hash=sha256:c8703517b924463994c344dcdf99a2d5ce9eca2b6882bb640aa555fb5efc706a \
-    --hash=sha256:c9471ca18e6aeb0e03276b5e9b27b14a54c052d370a9c0c04a68cefbd1455eb4 \
-    --hash=sha256:ce360ae48a5e9961d0c730cf891d40698a82804e85f6e74658fb175207a77cb2 \
-    --hash=sha256:d2cbca6760a541189cf87ee54ff891e1d9ea6406079c66341008f7ef6ab61145 \
-    --hash=sha256:d88cc43e923f324203f6ec14434fa33b85c06d18d59c167a0637164863b8e995 \
-    --hash=sha256:db243357c6c2bf3cd7e17080034ade668d54ce304d820c2a58514a4e51d0cfd6 \
-    --hash=sha256:dd59c9dd58ae16eaa0f48c3d0cbe6be8ab4dc7247c3ff7db678edecbaf59327f \
-    --hash=sha256:e06b9f6cdd772f9b665e5ba8161968e11e403774114420737f7884b5bd7bdf6f \
-    --hash=sha256:e52d6ed9ea8fd3abf4031325dc714aed5afcbfa19ee4a89898d663c9976eb487 \
-    --hash=sha256:ea52f7328a36960ba3231c6677380fa67811b414798a6e071c7085c57b6d20a9 \
-    --hash=sha256:eaddd7804d8e77d67c28d154ae5fab203163bd0998769569861258e525039d2a \
-    --hash=sha256:f106e75c454288472dbe615accef8248c686958c2e7dd3b8d8ee2669770d020f \
-    --hash=sha256:f166eafa78810ddb383e930d62e623d288fb04ec566d1b4790099ae0f31485f1 \
-    --hash=sha256:f1f6670b9ae3daedb325fa55fbe31c22c8228f6e0b513772c2e1c623caa6ab22 \
-    --hash=sha256:f4d3fa9b9f013f7050326e165c3279e22850d02ae544ace285674cb6174b5d6d \
-    --hash=sha256:f9d02b591a64e4e6ca18c5e3d925f11b559c763b950184a64cf47d74d7e41877 \
-    --hash=sha256:fb0caeac4a164aadce342f1597297ec0ce261ec4532bbc5a9ca8da5622f53867 \
-    --hash=sha256:fdb5204d17cb32b2de2d1e21c7461cabfacf17f3645e4b9039f210c5d3378bf3
-    # via aiohttp
-yattag==1.16.1 \
-    --hash=sha256:baa8f254e7ea5d3e0618281ad2ff5610e0e5360b3608e695c29bfb3b29d051f4
-    # via pipelex
diff --git a/uv.lock b/uv.lock
index 614424b..f301465 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1028,7 +1028,7 @@ wheels = [
 
 [[package]]
 name = "my-project"
-version = "0.5.0"
+version = "0.5.1"
 source = { virtual = "." }
 dependencies = [
     { name = "pipelex", extra = ["anthropic", "bedrock", "fal", "google", "google-genai", "mistralai"] },