diff --git a/next/src/hooks/useSocket.ts b/next/src/hooks/useSocket.ts
index 836ec9bc57..10d4149fec 100644
--- a/next/src/hooks/useSocket.ts
+++ b/next/src/hooks/useSocket.ts
@@ -1,33 +1,89 @@
 /* eslint-disable react-hooks/exhaustive-deps */
 import Pusher from "pusher-js";
-import { useEffect } from "react";
-import type { z } from "zod";
+import { useEffect, useState } from "react";
+import { z } from "zod";
 
 import { env } from "../env/client.mjs";
 
-export default function useSocket<T extends z.Schema>(
+const PresenceInfoSchema = z.object({
+  name: z.string().nullish(),
+  email: z.string().nullish(),
+  image: z.string().nullish(),
+});
+
+const PresenceSubscriptionSucceededSchema = z.object({
+  count: z.number(),
+  me: z.object({
+    id: z.string(),
+    info: PresenceInfoSchema,
+  }),
+  members: z.record(PresenceInfoSchema),
+});
+
+const PresenceMemberEventSchema = z.object({
+  id: z.string(),
+  info: PresenceInfoSchema,
+});
+
+type PresenceInfo = z.infer<typeof PresenceInfoSchema>;
+
+export default function useSocket<T extends z.Schema, R extends z.Schema>(
   channelName: string,
-  eventSchema: T,
-  callback: (data: z.infer<T>) => void
+  accessToken: string | undefined,
+  callbacks: {
+    event: string;
+    callback: (data: unknown) => Promise<void> | void;
+  }[]
 ) {
+  const [members, setMembers] = useState<Record<string, PresenceInfo>>({});
+
   useEffect(() => {
     const app_key = env.NEXT_PUBLIC_PUSHER_APP_KEY;
-    if (!app_key) return () => void 0;
+    if (!app_key || !accessToken) return () => void 0;
 
-    const pusher = new Pusher(app_key, { cluster: "mt1" });
-    const channel = pusher.subscribe(channelName);
+    const pusher = new Pusher(app_key, {
+      cluster: "mt1",
+      channelAuthorization: {
+        transport: "ajax",
+        endpoint: `${env.NEXT_PUBLIC_BACKEND_URL}/api/auth/pusher`,
+        headers: {
+          Authorization: `Bearer ${accessToken || ""}`,
+        },
+      },
+    });
 
-    console.log("subscribed to channel", channelName);
+    const channel = pusher.subscribe("presence-" + channelName);
+    callbacks.map(({ event, callback }) => {
+      channel.bind(event, async (data) => {
+        await callback(data);
+      });
+    });
 
-    channel.bind("my-event", async (data) => {
-      const obj = (await eventSchema.parse(data)) as z.infer<T>;
-      callback(obj);
+    channel.bind("pusher:subscription_succeeded", async (data) => {
+      const event = await PresenceSubscriptionSucceededSchema.parseAsync(data);
+      setMembers(event.members);
+    });
+
+    channel.bind("pusher:member_added", async (data) => {
+      const event = await PresenceMemberEventSchema.parseAsync(data);
+
+      setMembers((prev) => ({
+        ...prev,
+        [event.id]: event.info,
+      }));
+    });
+
+    channel.bind("pusher:member_removed", async (data) => {
+      const event = await PresenceMemberEventSchema.parseAsync(data);
+      setMembers(({ [event.id]: _, ...rest }) => rest);
     });
 
     return () => {
-      pusher.unsubscribe(channelName);
+      pusher.unsubscribe(channel.name);
       pusher.disconnect();
-      console.warn("unsubscribed from channel", channelName);
+      setMembers({});
     };
-  }, []);
+  }, [accessToken]);
+
+  return members;
 }
diff --git a/next/src/hooks/useWorkflow.ts b/next/src/hooks/useWorkflow.ts
index c215c91af6..2c4445f8c2 100644
--- a/next/src/hooks/useWorkflow.ts
+++ b/next/src/hooks/useWorkflow.ts
@@ -12,12 +12,16 @@ import { useWorkflowStore } from "../stores/workflowStore";
 import type { NodeBlock, Workflow, WorkflowEdge, WorkflowNode } from "../types/workflow";
 import { getNodeType, toReactFlowEdge, toReactFlowNode } from "../types/workflow";
 
-const eventSchema = z.object({
+const StatusEventSchema = z.object({
   nodeId: z.string(),
   status: z.enum(["running", "success", "failure"]),
   remaining: z.number().optional(),
 });
 
+const SaveEventSchema = z.object({
+  user_id: z.string(),
+});
+
 const updateValue = <
   DATA extends WorkflowEdge | WorkflowNode,
   KEY extends keyof DATA,
@@ -82,17 +86,31 @@ export const useWorkflow = (workflowId: string, session: Session | null) => {
     else setSelectedNode(selectedNodes[0]);
   }, [nodes]);
 
-  useSocket(workflowId, eventSchema, ({ nodeId, status, remaining }) => {
-    updateValue(setNodes, "status", status, (n) => n?.id === nodeId);
-    updateValue(setEdges, "status", status, (e) => e?.target === nodeId);
-
-    if (remaining === 0) {
-      setTimeout(() => {
-        updateValue(setNodes, "status", undefined);
-        updateValue(setEdges, "status", undefined);
-      }, 1000);
-    }
-  });
+  const members = useSocket(workflowId, session?.accessToken, [
+    {
+      event: "workflow:node:status",
+      callback: async (data) => {
+        const { nodeId, status, remaining } = await StatusEventSchema.parseAsync(data);
+
+        updateValue(setNodes, "status", status, (n) => n?.id === nodeId);
+        updateValue(setEdges, "status", status, (e) => e?.target === nodeId);
+
+        if (remaining === 0) {
+          setTimeout(() => {
+            updateValue(setNodes, "status", undefined);
+            updateValue(setEdges, "status", undefined);
+          }, 1000);
+        }
+      },
+    },
+    {
+      event: "workflow:updated",
+      callback: async (data) => {
+        const { user_id } = await SaveEventSchema.parseAsync(data);
+        if (user_id !== session?.user?.id) await refetchWorkflow();
+      },
+    },
+  ]);
 
   const createNode: createNodeType = (block: NodeBlock) => {
     const ref = nanoid(11);
@@ -146,6 +164,8 @@ export const useWorkflow = (workflowId: string, session: Session | null) => {
       })),
       file,
     });
+
+    // #TODO: WHY IS THIS NEEDED?
     await refetchWorkflow();
   };
 
@@ -160,6 +180,7 @@ export const useWorkflow = (workflowId: string, session: Session | null) => {
     executeWorkflow: onExecute,
     createNode,
     updateNode,
+    members,
   };
 };
 
diff --git a/next/src/pages/workflow/[workflow].tsx b/next/src/pages/workflow/[workflow].tsx
index 7a663d6c4c..d170247506 100644
--- a/next/src/pages/workflow/[workflow].tsx
+++ b/next/src/pages/workflow/[workflow].tsx
@@ -13,6 +13,7 @@ import { useAuth } from "../../hooks/useAuth";
 import { useWorkflow } from "../../hooks/useWorkflow";
 import DashboardLayout from "../../layout/dashboard";
 import { languages } from "../../utils/languages";
+import { get_avatar } from "../../utils/user";
 
 const WorkflowPage: NextPage = () => {
   const { session } = useAuth({ protectedRoute: true });
@@ -20,7 +21,7 @@ const WorkflowPage: NextPage = () => {
 
   const [file, setFile] = useState<File>();
 
-  const { nodesModel, edgesModel, selectedNode, saveWorkflow, createNode, updateNode } =
+  const { nodesModel, edgesModel, selectedNode, saveWorkflow, createNode, updateNode, members } =
     useWorkflow(query.workflow as string, session);
 
   return (
@@ -49,6 +50,16 @@ const WorkflowPage: NextPage = () => {
         className="min-h-screen flex-1"
       />
       <div className="relative h-full w-full">
+        <div className="absolute bottom-4 left-12 flex flex-row">
+          {Object.entries(members).map(([id, user]) => (
+            <img
+              className="h-6 w-6 rounded-full bg-neutral-800 ring-2 ring-gray-200/20"
+              key={id}
+              src={get_avatar(user)}
+              alt="user avatar"
+            />
+          ))}
+        </div>
         <div className="absolute bottom-4 right-4 flex flex-row items-center justify-center gap-2">
           <PrimaryButton
             icon={<FaSave size="15" />}
diff --git a/next/src/utils/user.ts b/next/src/utils/user.ts
index 69d915cf06..cf67cc3d2c 100644
--- a/next/src/utils/user.ts
+++ b/next/src/utils/user.ts
@@ -1,6 +1,8 @@
-import type { User } from "next-auth";
-
-export const get_avatar = (user?: User) =>
+export const get_avatar = (user?: {
+  name?: string | null;
+  email?: string | null;
+  image?: string | null;
+}) =>
   user?.image ||
   "https://avatar.vercel.sh/" +
     (user?.email || "") +
diff --git a/platform/poetry.lock b/platform/poetry.lock
index fd7cf191da..89a383ef7c 100644
--- a/platform/poetry.lock
+++ b/platform/poetry.lock
@@ -1,10 +1,9 @@
-# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.5.0 and should not be changed by hand.
 
 [[package]]
 name = "aiohttp"
 version = "3.8.5"
 description = "Async http client/server framework (asyncio)"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -113,7 +112,6 @@ speedups = ["Brotli", "aiodns", "cchardet"]
 name = "aiokafka"
 version = "0.8.1"
 description = "Kafka integration with asyncio."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -160,7 +158,6 @@ zstd = ["zstandard"]
 name = "aiomysql"
 version = "0.1.1"
 description = "MySQL driver for asyncio."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -179,7 +176,6 @@ sa = ["sqlalchemy (>=1.0,<1.4)"]
 name = "aiosignal"
 version = "1.3.1"
 description = "aiosignal: a list of registered asynchronous callbacks"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -194,7 +190,6 @@ frozenlist = ">=1.1.0"
 name = "anyio"
 version = "3.7.1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -216,7 +211,6 @@ trio = ["trio (<0.22)"]
 name = "astor"
 version = "0.8.1"
 description = "Read/rewrite/write Python ASTs"
-category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
 files = [
@@ -228,7 +222,6 @@ files = [
 name = "async-timeout"
 version = "4.0.2"
 description = "Timeout context manager for asyncio programs"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -240,7 +233,6 @@ files = [
 name = "attrs"
 version = "23.1.0"
 description = "Classes Without Boilerplate"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -259,7 +251,6 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 name = "authlib"
 version = "1.2.1"
 description = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -274,7 +265,6 @@ cryptography = ">=3.2"
 name = "autoflake"
 version = "2.2.0"
 description = "Removes unused imports and unused variables"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -290,7 +280,6 @@ tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
 name = "autopep8"
 version = "2.0.2"
 description = "A tool that automatically formats Python code to conform to the PEP 8 style guide"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -306,7 +295,6 @@ tomli = {version = "*", markers = "python_version < \"3.11\""}
 name = "bandit"
 version = "1.7.5"
 description = "Security oriented static analyser for python code."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -330,7 +318,6 @@ yaml = ["PyYAML"]
 name = "beautifulsoup4"
 version = "4.12.2"
 description = "Screen-scraping library"
-category = "main"
 optional = false
 python-versions = ">=3.6.0"
 files = [
@@ -349,7 +336,6 @@ lxml = ["lxml"]
 name = "black"
 version = "23.7.0"
 description = "The uncompromising code formatter."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -396,7 +382,6 @@ uvloop = ["uvloop (>=0.15.2)"]
 name = "boto3"
 version = "1.28.8"
 description = "The AWS SDK for Python"
-category = "main"
 optional = false
 python-versions = ">= 3.7"
 files = [
@@ -416,7 +401,6 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 name = "botocore"
 version = "1.31.8"
 description = "Low-level, data-driven core of boto 3."
-category = "main"
 optional = false
 python-versions = ">= 3.7"
 files = [
@@ -436,7 +420,6 @@ crt = ["awscrt (==0.16.26)"]
 name = "certifi"
 version = "2023.5.7"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -448,7 +431,6 @@ files = [
 name = "cffi"
 version = "1.15.1"
 description = "Foreign Function Interface for Python calling C code."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -525,7 +507,6 @@ pycparser = "*"
 name = "cfgv"
 version = "3.3.1"
 description = "Validate configuration and produce human readable error messages."
-category = "dev"
 optional = false
 python-versions = ">=3.6.1"
 files = [
@@ -537,7 +518,6 @@ files = [
 name = "charset-normalizer"
 version = "2.0.12"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
 optional = false
 python-versions = ">=3.5.0"
 files = [
@@ -552,7 +532,6 @@ unicode-backport = ["unicodedata2"]
 name = "click"
 version = "8.1.6"
 description = "Composable command line interface toolkit"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -567,7 +546,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -579,7 +557,6 @@ files = [
 name = "coverage"
 version = "7.2.7"
 description = "Code coverage measurement for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -655,7 +632,6 @@ toml = ["tomli"]
 name = "cryptography"
 version = "41.0.2"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -701,7 +677,6 @@ test-randomorder = ["pytest-randomly"]
 name = "darglint"
 version = "1.8.1"
 description = "A utility for ensuring Google-style docstrings stay up to date with the source code."
-category = "dev"
 optional = false
 python-versions = ">=3.6,<4.0"
 files = [
@@ -713,7 +688,6 @@ files = [
 name = "dataclasses-json"
 version = "0.5.9"
 description = "Easily serialize dataclasses to and from JSON"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -733,7 +707,6 @@ dev = ["flake8", "hypothesis", "ipython", "mypy (>=0.710)", "portray", "pytest (
 name = "decorator"
 version = "5.1.1"
 description = "Decorators for Humans"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -745,7 +718,6 @@ files = [
 name = "distlib"
 version = "0.3.7"
 description = "Distribution utilities"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -757,7 +729,6 @@ files = [
 name = "dnspython"
 version = "2.4.0"
 description = "DNS toolkit"
-category = "main"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
@@ -781,7 +752,6 @@ wmi = ["wmi (>=1.5.1,<2.0.0)"]
 name = "docutils"
 version = "0.20.1"
 description = "Docutils -- Python Documentation Utilities"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -793,7 +763,6 @@ files = [
 name = "dotmap"
 version = "1.3.30"
 description = "ordered, dynamically-expandable dot-access dictionary"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -805,7 +774,6 @@ files = [
 name = "eradicate"
 version = "2.3.0"
 description = "Removes commented-out code."
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -817,7 +785,6 @@ files = [
 name = "exceptiongroup"
 version = "1.1.2"
 description = "Backport of PEP 654 (exception groups)"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -832,7 +799,6 @@ test = ["pytest (>=6)"]
 name = "fastapi"
 version = "0.98.0"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -851,7 +817,6 @@ all = ["email-validator (>=1.1.1)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)"
 name = "filelock"
 version = "3.12.2"
 description = "A platform independent file lock."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -867,7 +832,6 @@ testing = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "diff-cover (>=7.5)", "p
 name = "flake8"
 version = "6.0.0"
 description = "the modular source code checker: pep8 pyflakes and co"
-category = "dev"
 optional = false
 python-versions = ">=3.8.1"
 files = [
@@ -884,7 +848,6 @@ pyflakes = ">=3.0.0,<3.1.0"
 name = "flake8-bandit"
 version = "4.1.1"
 description = "Automated security testing with bandit and flake8."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -900,7 +863,6 @@ flake8 = ">=5.0.0"
 name = "flake8-broken-line"
 version = "1.0.0"
 description = "Flake8 plugin to forbid backslashes for line breaks"
-category = "dev"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
@@ -915,7 +877,6 @@ flake8 = ">5"
 name = "flake8-bugbear"
 version = "23.7.10"
 description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle."
-category = "dev"
 optional = false
 python-versions = ">=3.8.1"
 files = [
@@ -934,7 +895,6 @@ dev = ["coverage", "hypothesis", "hypothesmith (>=0.2)", "pre-commit", "pytest",
 name = "flake8-commas"
 version = "2.1.0"
 description = "Flake8 lint for trailing commas."
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -949,7 +909,6 @@ flake8 = ">=2"
 name = "flake8-comprehensions"
 version = "3.14.0"
 description = "A flake8 plugin to help you write better list/set/dict comprehensions."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -964,7 +923,6 @@ flake8 = ">=3.0,<3.2.0 || >3.2.0"
 name = "flake8-debugger"
 version = "4.1.2"
 description = "ipdb/pdb statement checker plugin for flake8"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -980,7 +938,6 @@ pycodestyle = "*"
 name = "flake8-docstrings"
 version = "1.7.0"
 description = "Extension for flake8 which uses pydocstyle to check docstrings"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -996,7 +953,6 @@ pydocstyle = ">=2.1"
 name = "flake8-eradicate"
 version = "1.5.0"
 description = "Flake8 plugin to find commented out code"
-category = "dev"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
@@ -1013,7 +969,6 @@ flake8 = ">5"
 name = "flake8-isort"
 version = "6.0.0"
 description = "flake8 plugin that integrates isort ."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1032,7 +987,6 @@ test = ["pytest"]
 name = "flake8-quotes"
 version = "3.3.2"
 description = "Flake8 lint for quotes."
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1046,7 +1000,6 @@ flake8 = "*"
 name = "flake8-rst-docstrings"
 version = "0.3.0"
 description = "Python docstring reStructuredText (RST) validator for flake8"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1066,7 +1019,6 @@ develop = ["build", "twine"]
 name = "flake8-string-format"
 version = "0.3.0"
 description = "string format checker, plugin for flake8"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1081,7 +1033,6 @@ flake8 = "*"
 name = "flupy"
 version = "1.2.0"
 description = "Method chaining built on generators"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1098,7 +1049,6 @@ dev = ["black", "mypy", "pre-commit", "pylint", "pytest", "pytest-benchmark", "p
 name = "frozenlist"
 version = "1.4.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1169,7 +1119,6 @@ files = [
 name = "gitdb"
 version = "4.0.10"
 description = "Git Object Database"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1184,7 +1133,6 @@ smmap = ">=3.0.1,<6"
 name = "gitpython"
 version = "3.1.32"
 description = "GitPython is a Python library used to interact with Git repositories"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1199,7 +1147,6 @@ gitdb = ">=4.0.1,<5"
 name = "googleapis-common-protos"
 version = "1.59.1"
 description = "Common protobufs used in Google APIs"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1217,7 +1164,6 @@ grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 name = "greenlet"
 version = "2.0.2"
 description = "Lightweight in-process concurrent programming"
-category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
 files = [
@@ -1291,7 +1237,6 @@ test = ["objgraph", "psutil"]
 name = "grpc-gateway-protoc-gen-openapiv2"
 version = "0.1.0"
 description = "Provides the missing pieces for gRPC Gateway."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1306,7 +1251,6 @@ googleapis-common-protos = "*"
 name = "grpcio"
 version = "1.56.2"
 description = "HTTP/2-based RPC framework"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1364,7 +1308,6 @@ protobuf = ["grpcio-tools (>=1.56.2)"]
 name = "h11"
 version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1376,7 +1319,6 @@ files = [
 name = "httpcore"
 version = "0.17.3"
 description = "A minimal low-level HTTP client."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1388,17 +1330,16 @@ files = [
 anyio = ">=3.0,<5.0"
 certifi = "*"
 h11 = ">=0.13,<0.15"
-sniffio = ">=1.0.0,<2.0.0"
+sniffio = "==1.*"
 
 [package.extras]
 http2 = ["h2 (>=3,<5)"]
-socks = ["socksio (>=1.0.0,<2.0.0)"]
+socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "httptools"
 version = "0.5.0"
 description = "A collection of framework independent HTTP protocol utils."
-category = "main"
 optional = false
 python-versions = ">=3.5.0"
 files = [
@@ -1452,7 +1393,6 @@ test = ["Cython (>=0.29.24,<0.30.0)"]
 name = "httpx"
 version = "0.24.1"
 description = "The next generation HTTP client."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1468,15 +1408,14 @@ sniffio = "*"
 
 [package.extras]
 brotli = ["brotli", "brotlicffi"]
-cli = ["click (>=8.0.0,<9.0.0)", "pygments (>=2.0.0,<3.0.0)", "rich (>=10,<14)"]
+cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
-socks = ["socksio (>=1.0.0,<2.0.0)"]
+socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "identify"
 version = "2.5.25"
 description = "File identification library for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1491,7 +1430,6 @@ license = ["ukkonen"]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1503,7 +1441,6 @@ files = [
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1515,7 +1452,6 @@ files = [
 name = "isort"
 version = "5.12.0"
 description = "A Python utility / library to sort Python imports."
-category = "dev"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -1533,7 +1469,6 @@ requirements-deprecated-finder = ["pip-api", "pipreqs"]
 name = "jmespath"
 version = "1.0.1"
 description = "JSON Matching Expressions"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1545,7 +1480,6 @@ files = [
 name = "kafka-python"
 version = "2.0.2"
 description = "Pure Python client for Apache Kafka"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1560,7 +1494,6 @@ crc32c = ["crc32c"]
 name = "lanarky"
 version = "0.7.10"
 description = "Ship production-ready LLM projects with FastAPI"
-category = "main"
 optional = false
 python-versions = ">=3.9,<4.0"
 files = [
@@ -1584,7 +1517,6 @@ redis = ["redis (>=4.5.5,<5.0.0)"]
 name = "langchain"
 version = "0.0.199"
 description = "Building applications with LLMs through composability"
-category = "main"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
@@ -1622,7 +1554,6 @@ text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
 name = "langchainplus-sdk"
 version = "0.0.20"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
-category = "main"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
@@ -1639,7 +1570,6 @@ tenacity = ">=8.1.0,<9.0.0"
 name = "loguru"
 version = "0.7.0"
 description = "Python logging made (stupidly) simple"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1658,7 +1588,6 @@ dev = ["Sphinx (==5.3.0)", "colorama (==0.4.5)", "colorama (==0.4.6)", "freezegu
 name = "lz4"
 version = "4.3.2"
 description = "LZ4 Bindings for Python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1708,7 +1637,6 @@ tests = ["psutil", "pytest (!=3.3.0)", "pytest-cov"]
 name = "markdown-it-py"
 version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1733,7 +1661,6 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "marshmallow"
 version = "3.20.1"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1754,7 +1681,6 @@ tests = ["pytest", "pytz", "simplejson"]
 name = "marshmallow-enum"
 version = "1.5.1"
 description = "Enum field for Marshmallow"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1769,7 +1695,6 @@ marshmallow = ">=2.0.0"
 name = "mccabe"
 version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1781,7 +1706,6 @@ files = [
 name = "mdurl"
 version = "0.1.2"
 description = "Markdown URL utilities"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1793,7 +1717,6 @@ files = [
 name = "multidict"
 version = "6.0.4"
 description = "multidict implementation"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1877,7 +1800,6 @@ files = [
 name = "mypy"
 version = "1.4.1"
 description = "Optional static typing for Python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1924,7 +1846,6 @@ reports = ["lxml"]
 name = "mypy-extensions"
 version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1936,7 +1857,6 @@ files = [
 name = "mysqlclient"
 version = "2.2.0"
 description = "Python interface to MySQL"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1953,9 +1873,8 @@ files = [
 name = "ndg-httpsclient"
 version = "0.5.1"
 description = "Provides enhanced HTTPS support for httplib and urllib2 using PyOpenSSL"
-category = "main"
 optional = false
-python-versions = ">=2.7,<3.0.0 || >=3.4.0"
+python-versions = ">=2.7,<3.0.dev0 || >=3.4.dev0"
 files = [
     {file = "ndg_httpsclient-0.5.1-py2-none-any.whl", hash = "sha256:d2c7225f6a1c6cf698af4ebc962da70178a99bcde24ee6d1961c4f3338130d57"},
     {file = "ndg_httpsclient-0.5.1-py3-none-any.whl", hash = "sha256:dd174c11d971b6244a891f7be2b32ca9853d3797a72edb34fa5d7b07d8fff7d4"},
@@ -1970,7 +1889,6 @@ PyOpenSSL = "*"
 name = "networkx"
 version = "3.1"
 description = "Python package for creating and manipulating graphs and networks"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1989,7 +1907,6 @@ test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"]
 name = "nodeenv"
 version = "1.8.0"
 description = "Node.js virtual environment builder"
-category = "dev"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
 files = [
@@ -2004,7 +1921,6 @@ setuptools = "*"
 name = "numexpr"
 version = "2.8.4"
 description = "Fast numerical expression evaluator for NumPy"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2047,7 +1963,6 @@ numpy = ">=1.13.3"
 name = "numpy"
 version = "1.25.1"
 description = "Fundamental package for array computing in Python"
-category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -2082,7 +1997,6 @@ files = [
 name = "openai"
 version = "0.27.8"
 description = "Python client library for the OpenAI API"
-category = "main"
 optional = false
 python-versions = ">=3.7.1"
 files = [
@@ -2097,7 +2011,7 @@ tqdm = "*"
 
 [package.extras]
 datalib = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
-dev = ["black (>=21.6b0,<22.0)", "pytest (>=6.0.0,<7.0.0)", "pytest-asyncio", "pytest-mock"]
+dev = ["black (>=21.6b0,<22.0)", "pytest (==6.*)", "pytest-asyncio", "pytest-mock"]
 embeddings = ["matplotlib", "numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)", "plotly", "scikit-learn (>=1.0.2)", "scipy", "tenacity (>=8.0.1)"]
 wandb = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)", "wandb"]
 
@@ -2105,7 +2019,6 @@ wandb = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1
 name = "openapi-schema-pydantic"
 version = "1.2.4"
 description = "OpenAPI (v3) specification schema as pydantic class"
-category = "main"
 optional = false
 python-versions = ">=3.6.1"
 files = [
@@ -2120,7 +2033,6 @@ pydantic = ">=1.8.2"
 name = "packaging"
 version = "23.1"
 description = "Core utilities for Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2132,7 +2044,6 @@ files = [
 name = "pathspec"
 version = "0.11.1"
 description = "Utility library for gitignore style pattern matching of file paths."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2144,7 +2055,6 @@ files = [
 name = "pbr"
 version = "5.11.1"
 description = "Python Build Reasonableness"
-category = "dev"
 optional = false
 python-versions = ">=2.6"
 files = [
@@ -2156,7 +2066,6 @@ files = [
 name = "pep8-naming"
 version = "0.13.3"
 description = "Check PEP-8 naming conventions, plugin for flake8"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2171,7 +2080,6 @@ flake8 = ">=5.0.0"
 name = "pgvector"
 version = "0.1.8"
 description = "pgvector support for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2185,7 +2093,6 @@ numpy = "*"
 name = "pinecone-client"
 version = "2.2.2"
 description = "Pinecone client and SDK"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2216,7 +2123,6 @@ grpc = ["googleapis-common-protos (>=1.53.0)", "grpc-gateway-protoc-gen-openapiv
 name = "platformdirs"
 version = "3.9.1"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2232,7 +2138,6 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.3.1)", "pytest-
 name = "pluggy"
 version = "1.2.0"
 description = "plugin and hook calling mechanisms for python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2248,7 +2153,6 @@ testing = ["pytest", "pytest-benchmark"]
 name = "pre-commit"
 version = "3.3.3"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2267,7 +2171,6 @@ virtualenv = ">=20.10.0"
 name = "protobuf"
 version = "3.19.6"
 description = "Protocol Buffers"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -2302,7 +2205,6 @@ files = [
 name = "psycopg2-binary"
 version = "2.9.6"
 description = "psycopg2 - Python-PostgreSQL Database Adapter"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2374,7 +2276,6 @@ files = [
 name = "pusher"
 version = "3.3.2"
 description = "A Python library to interract with the Pusher Channels API"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2399,7 +2300,6 @@ tornado = ["tornado (>=5.0.0)"]
 name = "pyasn1"
 version = "0.5.0"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
@@ -2411,7 +2311,6 @@ files = [
 name = "pycodestyle"
 version = "2.10.0"
 description = "Python style guide checker"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2423,7 +2322,6 @@ files = [
 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -2435,7 +2333,6 @@ files = [
 name = "pydantic"
 version = "1.10.11"
 description = "Data validation and settings management using python type hints"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2489,7 +2386,6 @@ email = ["email-validator (>=1.0.3)"]
 name = "pydocstyle"
 version = "6.3.0"
 description = "Python docstring style checker"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2507,7 +2403,6 @@ toml = ["tomli (>=1.2.3)"]
 name = "pyflakes"
 version = "3.0.1"
 description = "passive checker of Python programs"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2519,7 +2414,6 @@ files = [
 name = "pygments"
 version = "2.15.1"
 description = "Pygments is a syntax highlighting package written in Python."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2534,7 +2428,6 @@ plugins = ["importlib-metadata"]
 name = "pymysql"
 version = "1.1.0"
 description = "Pure Python MySQL Driver"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2550,7 +2443,6 @@ rsa = ["cryptography"]
 name = "pynacl"
 version = "1.5.0"
 description = "Python binding to the Networking and Cryptography (NaCl) library"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2577,7 +2469,6 @@ tests = ["hypothesis (>=3.27.0)", "pytest (>=3.2.1,!=3.3.0)"]
 name = "pyopenssl"
 version = "23.2.0"
 description = "Python wrapper module around the OpenSSL library"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2596,7 +2487,6 @@ test = ["flaky", "pretend", "pytest (>=3.0.1)"]
 name = "pypdf2"
 version = "3.0.1"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2618,7 +2508,6 @@ image = ["Pillow"]
 name = "pytest"
 version = "7.4.0"
 description = "pytest: simple powerful testing with Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2641,7 +2530,6 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 name = "pytest-asyncio"
 version = "0.21.1"
 description = "Pytest support for asyncio"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2660,7 +2548,6 @@ testing = ["coverage (>=6.2)", "flaky (>=3.5.0)", "hypothesis (>=5.7.1)", "mypy
 name = "pytest-cov"
 version = "4.1.0"
 description = "Pytest plugin for measuring coverage."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2679,7 +2566,6 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 name = "pytest-env"
 version = "0.8.2"
 description = "py.test plugin that allows you to add environment variables."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2697,7 +2583,6 @@ test = ["coverage (>=7.2.7)", "pytest-mock (>=3.10)"]
 name = "pytest-mock"
 version = "3.11.1"
 description = "Thin-wrapper around the mock package for easier use with pytest"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2715,7 +2600,6 @@ dev = ["pre-commit", "pytest-asyncio", "tox"]
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -2730,7 +2614,6 @@ six = ">=1.5"
 name = "python-dotenv"
 version = "1.0.0"
 description = "Read key-value pairs from a .env file and set them as environment variables"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2741,11 +2624,24 @@ files = [
 [package.extras]
 cli = ["click (>=5.0)"]
 
+[[package]]
+name = "python-multipart"
+version = "0.0.6"
+description = "A streaming multipart parser for Python"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "python_multipart-0.0.6-py3-none-any.whl", hash = "sha256:ee698bab5ef148b0a760751c261902cd096e57e10558e11aca17646b74ee1c18"},
+    {file = "python_multipart-0.0.6.tar.gz", hash = "sha256:e9925a80bb668529f1b67c7fdb0a5dacdd7cbfc6fb0bff3ea443fe22bdd62132"},
+]
+
+[package.extras]
+dev = ["atomicwrites (==1.2.1)", "attrs (==19.2.0)", "coverage (==6.5.0)", "hatch", "invoke (==1.7.3)", "more-itertools (==4.3.0)", "pbr (==4.3.0)", "pluggy (==1.0.0)", "py (==1.11.0)", "pytest (==7.2.0)", "pytest-cov (==4.0.0)", "pytest-timeout (==2.1.0)", "pyyaml (==5.1)"]
+
 [[package]]
 name = "pyyaml"
 version = "6.0.1"
 description = "YAML parser and emitter for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2795,7 +2691,6 @@ files = [
 name = "regex"
 version = "2023.6.3"
 description = "Alternative regular expression module, to replace re."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2893,7 +2788,6 @@ files = [
 name = "replicate"
 version = "0.8.4"
 description = "Python client for Replicate"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2913,7 +2807,6 @@ dev = ["black", "mypy", "pytest", "responses", "ruff"]
 name = "requests"
 version = "2.28.0"
 description = "Python HTTP for Humans."
-category = "main"
 optional = false
 python-versions = ">=3.7, <4"
 files = [
@@ -2935,7 +2828,6 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<5)"]
 name = "restructuredtext-lint"
 version = "1.4.0"
 description = "reStructuredText linter"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2949,7 +2841,6 @@ docutils = ">=0.11,<1.0"
 name = "rich"
 version = "13.4.2"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
-category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -2968,7 +2859,6 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 name = "s3transfer"
 version = "0.6.1"
 description = "An Amazon S3 Transfer Manager"
-category = "main"
 optional = false
 python-versions = ">= 3.7"
 files = [
@@ -2986,7 +2876,6 @@ crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
 name = "sentry-sdk"
 version = "1.28.1"
 description = "Python client for Sentry (https://sentry.io)"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3029,7 +2918,6 @@ tornado = ["tornado (>=5)"]
 name = "setuptools"
 version = "68.0.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3046,7 +2934,6 @@ testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -3058,7 +2945,6 @@ files = [
 name = "smmap"
 version = "5.0.0"
 description = "A pure Python implementation of a sliding window memory map manager"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3070,7 +2956,6 @@ files = [
 name = "sniffio"
 version = "1.3.0"
 description = "Sniff out which async library your code is running under"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3082,7 +2967,6 @@ files = [
 name = "snowballstemmer"
 version = "2.2.0"
 description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3094,7 +2978,6 @@ files = [
 name = "soupsieve"
 version = "2.4.1"
 description = "A modern CSS selector implementation for Beautiful Soup."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3106,7 +2989,6 @@ files = [
 name = "sqlalchemy"
 version = "2.0.19"
 description = "Database Abstraction Library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3154,7 +3036,7 @@ files = [
 ]
 
 [package.dependencies]
-greenlet = {version = "!=0.4.17", optional = true, markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\" or extra == \"asyncio\""}
+greenlet = {version = "!=0.4.17", optional = true, markers = "platform_machine == \"win32\" or platform_machine == \"WIN32\" or platform_machine == \"AMD64\" or platform_machine == \"amd64\" or platform_machine == \"x86_64\" or platform_machine == \"ppc64le\" or platform_machine == \"aarch64\" or extra == \"asyncio\""}
 mypy = {version = ">=0.910", optional = true, markers = "extra == \"mypy\""}
 typing-extensions = ">=4.2.0"
 
@@ -3186,7 +3068,6 @@ sqlcipher = ["sqlcipher3-binary"]
 name = "starlette"
 version = "0.27.0"
 description = "The little ASGI library that shines."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3205,7 +3086,6 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyam
 name = "stevedore"
 version = "5.1.0"
 description = "Manage dynamic plugins for Python applications"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3220,7 +3100,6 @@ pbr = ">=2.0.0,<2.1.0 || >2.1.0"
 name = "tenacity"
 version = "8.2.2"
 description = "Retry code until it succeeds"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3235,7 +3114,6 @@ doc = ["reno", "sphinx", "tornado (>=4.5)"]
 name = "tiktoken"
 version = "0.4.0"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3281,7 +3159,6 @@ blobfile = ["blobfile (>=2)"]
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3293,7 +3170,6 @@ files = [
 name = "tqdm"
 version = "4.65.0"
 description = "Fast, Extensible Progress Meter"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3314,7 +3190,6 @@ telegram = ["requests"]
 name = "types-requests"
 version = "2.31.0.2"
 description = "Typing stubs for requests"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3329,7 +3204,6 @@ types-urllib3 = "*"
 name = "types-urllib3"
 version = "1.26.25.14"
 description = "Typing stubs for urllib3"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3341,7 +3215,6 @@ files = [
 name = "typing-extensions"
 version = "4.5.0"
 description = "Backported and Experimental Type Hints for Python 3.7+"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3353,7 +3226,6 @@ files = [
 name = "typing-inspect"
 version = "0.9.0"
 description = "Runtime inspection utilities for typing module."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3369,7 +3241,6 @@ typing-extensions = ">=3.7.4"
 name = "ujson"
 version = "5.8.0"
 description = "Ultra fast JSON encoder and decoder for Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3440,7 +3311,6 @@ files = [
 name = "urllib3"
 version = "1.26.15"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
@@ -3457,7 +3327,6 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 name = "uvicorn"
 version = "0.22.0"
 description = "The lightning-fast ASGI server."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3472,7 +3341,7 @@ h11 = ">=0.8"
 httptools = {version = ">=0.5.0", optional = true, markers = "extra == \"standard\""}
 python-dotenv = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
 pyyaml = {version = ">=5.1", optional = true, markers = "extra == \"standard\""}
-uvloop = {version = ">=0.14.0,<0.15.0 || >0.15.0,<0.15.1 || >0.15.1", optional = true, markers = "sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\" and extra == \"standard\""}
+uvloop = {version = ">=0.14.0,<0.15.0 || >0.15.0,<0.15.1 || >0.15.1", optional = true, markers = "(sys_platform != \"win32\" and sys_platform != \"cygwin\") and platform_python_implementation != \"PyPy\" and extra == \"standard\""}
 watchfiles = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
 websockets = {version = ">=10.4", optional = true, markers = "extra == \"standard\""}
 
@@ -3483,7 +3352,6 @@ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)",
 name = "uvloop"
 version = "0.17.0"
 description = "Fast implementation of asyncio event loop on top of libuv"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3528,7 +3396,6 @@ test = ["Cython (>=0.29.32,<0.30.0)", "aiohttp", "flake8 (>=3.9.2,<3.10.0)", "my
 name = "validators"
 version = "0.20.0"
 description = "Python Data Validation for Humans™."
-category = "main"
 optional = false
 python-versions = ">=3.4"
 files = [
@@ -3545,7 +3412,6 @@ test = ["flake8 (>=2.4.0)", "isort (>=4.2.2)", "pytest (>=2.2.3)"]
 name = "vecs"
 version = "0.2.6"
 description = "pgvector client"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3553,10 +3419,10 @@ files = [
 ]
 
 [package.dependencies]
-flupy = ">=1.0.0,<2.0.0"
-pgvector = ">=0.1.0,<0.2.0"
-psycopg2-binary = ">=2.9.0,<2.10.0"
-sqlalchemy = ">=2.0.0,<3.0.0"
+flupy = "==1.*"
+pgvector = "==0.1.*"
+psycopg2-binary = "==2.9.*"
+sqlalchemy = "==2.*"
 
 [package.extras]
 dev = ["numpy", "parse", "pytest", "pytest-cov"]
@@ -3566,7 +3432,6 @@ docs = ["mkdocs", "pygments", "pymarkdown", "pymdown-extensions"]
 name = "virtualenv"
 version = "20.24.1"
 description = "Virtual Python Environment builder"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3587,7 +3452,6 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 name = "watchfiles"
 version = "0.19.0"
 description = "Simple, modern and high performance file watching and code reload in python."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3622,7 +3486,6 @@ anyio = ">=3.0.0"
 name = "weaviate-client"
 version = "3.22.1"
 description = "A python native Weaviate client"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3643,7 +3506,6 @@ grpc = ["grpcio", "grpcio-tools"]
 name = "websockets"
 version = "11.0.3"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3723,7 +3585,6 @@ files = [
 name = "wemake-python-styleguide"
 version = "0.18.0"
 description = "The strictest and most opinionated python linter ever"
-category = "dev"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
@@ -3757,7 +3618,6 @@ typing_extensions = ">=4.0,<5.0"
 name = "wikipedia"
 version = "1.4.0"
 description = "Wikipedia API for Python"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3772,7 +3632,6 @@ requests = ">=2.0.0,<3.0.0"
 name = "win32-setctime"
 version = "1.1.0"
 description = "A small Python utility to set file creation time on Windows"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -3787,7 +3646,6 @@ dev = ["black (>=19.3b0)", "pytest (>=4.6.2)"]
 name = "yarl"
 version = "1.9.2"
 description = "Yet another URL library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3874,4 +3732,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "dce3fd79c5c211f6fc90fbed5cdaca80d6b187c8064b49c82e2d65eee21906ee"
+content-hash = "9a28c447921f41d7c04eefbe1551131b5f663330cdb48a123c62a6aca750f818"
diff --git a/platform/pyproject.toml b/platform/pyproject.toml
index 823160cb73..674671de3d 100644
--- a/platform/pyproject.toml
+++ b/platform/pyproject.toml
@@ -40,6 +40,7 @@ pinecone-client = { version = "^2.2.2", extras = ["grpc"] }
 networkx = "^3.1"
 pusher = "^3.3.2"
 pypdf2 = "^3.0.1"
+python-multipart = "^0.0.6"
 
 
 [tool.poetry.dev-dependencies]
diff --git a/platform/reworkd_platform/schemas/user.py b/platform/reworkd_platform/schemas/user.py
index 2984b0cc60..a1180f8639 100644
--- a/platform/reworkd_platform/schemas/user.py
+++ b/platform/reworkd_platform/schemas/user.py
@@ -13,6 +13,7 @@ class UserBase(BaseModel):
     id: str
     name: Optional[str]
     email: Optional[str]
+    image: Optional[str] = Field(default=None)
     organization: Optional[OrganizationRole] = Field(default=None)
 
     @property
diff --git a/platform/reworkd_platform/services/sockets.py b/platform/reworkd_platform/services/sockets.py
index 40e637b1db..f59fbee3be 100644
--- a/platform/reworkd_platform/services/sockets.py
+++ b/platform/reworkd_platform/services/sockets.py
@@ -5,6 +5,7 @@
 from pusher.errors import PusherBadRequest
 from requests import ReadTimeout
 
+from reworkd_platform.schemas import UserBase
 from reworkd_platform.settings import Settings, settings as app_settings
 
 
@@ -20,9 +21,29 @@ def __init__(self, settings: Settings):
 
     def emit(self, channel: str, event: str, data: Dict[str, Any]) -> None:
         try:
-            self._client and self._client.trigger(channel, event, data)
+            self._client and self._client.trigger("presence-" + channel, event, data)
         except (PusherBadRequest, ReadTimeout) as e:
             logger.warning(f"Failed to emit event: {data}")
 
+    def authenticate(
+        self, user: UserBase, channel: str, socket_id: str
+    ) -> Dict[str, Any]:
+        if not self._client:
+            return {}
+
+        # TODO: should probably make sure the user is allowed to authenticate to each channel
+        return self._client.authenticate(
+            channel=channel,
+            socket_id=socket_id,
+            custom_data={
+                "user_id": user.id,
+                "user_info": {
+                    "name": user.name,
+                    "email": user.email,
+                    "image": user.image,
+                },
+            },
+        )
+
 
 websockets = WebsocketService(settings=app_settings)
diff --git a/platform/reworkd_platform/services/worker/execution_engine.py b/platform/reworkd_platform/services/worker/execution_engine.py
index f9efedceaf..5dada2516f 100644
--- a/platform/reworkd_platform/services/worker/execution_engine.py
+++ b/platform/reworkd_platform/services/worker/execution_engine.py
@@ -35,7 +35,7 @@ async def loop(self) -> None:
 
         websockets.emit(
             self.workflow.workflow_id,
-            "my-event",
+            "workflow:node:status",
             {
                 "nodeId": curr.id,
                 "status": "running",
@@ -61,7 +61,7 @@ async def loop(self) -> None:
 
         websockets.emit(
             self.workflow.workflow_id,
-            "my-event",
+            "workflow:node:status",
             {
                 "nodeId": curr.id,
                 "status": "success",
diff --git a/platform/reworkd_platform/web/api/auth/views.py b/platform/reworkd_platform/web/api/auth/views.py
index da152bb496..9c28d4b1f5 100644
--- a/platform/reworkd_platform/web/api/auth/views.py
+++ b/platform/reworkd_platform/web/api/auth/views.py
@@ -1,6 +1,11 @@
-from fastapi import APIRouter, Depends, HTTPException
+from typing import Annotated, Dict
+
+from fastapi import APIRouter, Depends, HTTPException, Form
 
 from reworkd_platform.db.crud.organization import OrganizationCrud, OrganizationUsers
+from reworkd_platform.schemas import UserBase
+from reworkd_platform.services.sockets import websockets
+from reworkd_platform.web.api.dependencies import get_current_user
 
 router = APIRouter()
 
@@ -30,3 +35,12 @@ async def organizations(
 # async def update_organization(organization_id: str):
 #     """Update an organization by ID"""
 #     pass
+
+
+@router.post("/pusher")
+async def pusher_authentication(
+    channel_name: Annotated[str, Form()],
+    socket_id: Annotated[str, Form()],
+    user: UserBase = Depends(get_current_user),
+) -> Dict[str, str]:
+    return websockets.authenticate(user, channel_name, socket_id)
diff --git a/platform/reworkd_platform/web/api/workflow/views.py b/platform/reworkd_platform/web/api/workflow/views.py
index 32263fcb5b..f6835de265 100644
--- a/platform/reworkd_platform/web/api/workflow/views.py
+++ b/platform/reworkd_platform/web/api/workflow/views.py
@@ -11,6 +11,7 @@
 from reworkd_platform.services.aws.s3 import PresignedPost, SimpleStorageService
 from reworkd_platform.services.kafka.producers.task_producer import WorkflowTaskProducer
 from reworkd_platform.services.networkx import validate_connected_and_acyclic
+from reworkd_platform.services.sockets import websockets
 from reworkd_platform.services.worker.execution_engine import ExecutionEngine
 
 router = APIRouter()
@@ -54,6 +55,8 @@ async def update_workflow(
         raise HTTPException(status_code=422, detail=str(e))
 
     await crud.update(workflow_id, workflow)
+    websockets.emit(workflow_id, "workflow:updated", {"user_id": crud.user.id})
+
     return SimpleStorageService().upload_url(
         bucket_name="test-pdf-123",
         object_name=workflow_id,