├── sdk
    ├── memx_sdk
    │   ├── __init__.py
    │   ├── test_client.py
    │   └── client.py
    ├── dist
    │   ├── memx_sdk-0.1.1.tar.gz
    │   └── memx_sdk-0.1.1-py3-none-any.whl
    ├── pyproject.toml
    ├── LICENSE
    ├── README.md
    └── poetry.lock
├── assets
    └── example.gif
├── Makefile
├── frontend
    ├── memx-frontend
    │   ├── app
    │   │   ├── favicon.ico
    │   │   ├── components
    │   │   │   ├── LogoutButton.js
    │   │   │   ├── Header.js
    │   │   │   ├── KeyViewer.js
    │   │   │   ├── CreateKeyForm.js
    │   │   │   └── AuthForm.js
    │   │   ├── globals.css
    │   │   ├── layout.js
    │   │   ├── login
    │   │   │   └── page.js
    │   │   └── page.js
    │   ├── public
    │   │   ├── example.gif
    │   │   ├── vercel.svg
    │   │   ├── window.svg
    │   │   ├── file.svg
    │   │   ├── globe.svg
    │   │   └── next.svg
    │   ├── postcss.config.mjs
    │   ├── next.config.mjs
    │   ├── jsconfig.json
    │   ├── package.json
    │   ├── .gitignore
    │   ├── README.md
    │   └── package-lock.json
    └── streamlit.py
├── .gitignore
├── config
    └── acl.json
├── auth.py
├── Dockerfile
├── examples
    ├── query_agent.py
    ├── monitor_agent.py
    ├── test.py
    ├── explorer_agent.py
    └── synthesizer_agent.py
├── store.py
├── docker-compose.yml
├── schema.py
├── pubsub.py
├── pyproject.toml
├── LICENSE
├── validate_api.py
├── main.py
├── README.md
└── requirements.txt


/sdk/memx_sdk/__init__.py:
--------------------------------------------------------------------------------
1 | from .client import memxContext
2 | 


--------------------------------------------------------------------------------
/assets/example.gif:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/MehulG/memX/HEAD/assets/example.gif


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/Makefile:
--------------------------------------------------------------------------------
1 | dev:
2 | 	docker-compose up --build
3 | 
4 | down:
5 | 	docker-compose down
6 | 


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/sdk/dist/memx_sdk-0.1.1.tar.gz:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/MehulG/memX/HEAD/sdk/dist/memx_sdk-0.1.1.tar.gz


--------------------------------------------------------------------------------
/frontend/memx-frontend/app/favicon.ico:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/MehulG/memX/HEAD/frontend/memx-frontend/app/favicon.ico


--------------------------------------------------------------------------------
/sdk/dist/memx_sdk-0.1.1-py3-none-any.whl:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/MehulG/memX/HEAD/sdk/dist/memx_sdk-0.1.1-py3-none-any.whl


--------------------------------------------------------------------------------
/frontend/memx-frontend/public/example.gif:
--------------------------------------------------------------------------------
https://raw.githubusercontent.com/MehulG/memX/HEAD/frontend/memx-frontend/public/example.gif


--------------------------------------------------------------------------------
/.gitignore:
--------------------------------------------------------------------------------
1 | /__pycache__
2 | /sdk/memx_sdk.egg-info
3 | /sdk/memx_sdk.egg-info
4 | /sdk/memx_sdk/__pycache__
5 | /frontend/.streamlit
6 | .env


--------------------------------------------------------------------------------
/frontend/memx-frontend/postcss.config.mjs:
--------------------------------------------------------------------------------
1 | const config = {
2 |   plugins: ["@tailwindcss/postcss"],
3 | };
4 | 
5 | export default config;
6 | 


--------------------------------------------------------------------------------
/frontend/memx-frontend/next.config.mjs:
--------------------------------------------------------------------------------
1 | /** @type {import('next').NextConfig} */
2 | const nextConfig = {};
3 | 
4 | export default nextConfig;
5 | 


--------------------------------------------------------------------------------
/frontend/memx-frontend/public/vercel.svg:
--------------------------------------------------------------------------------
1 | <svg fill="none" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1155 1000"><path d="m577.3 0 577.4 1000H0z" fill="#fff"/></svg>


--------------------------------------------------------------------------------
/config/acl.json:
--------------------------------------------------------------------------------
 1 | {
 2 |   "agent_key_1": [
 3 |     "memx:query",
 4 |     "memx:context",
 5 |     "memx:search_results:0",
 6 |     "memx:thoughts:0",
 7 |     "memx:thoughts:1",
 8 |     "memx:summary"
 9 |   ]
10 | }
11 | 


--------------------------------------------------------------------------------
/frontend/memx-frontend/jsconfig.json:
--------------------------------------------------------------------------------
 1 | {
 2 |   "compilerOptions": {
 3 |     // "baseUrl": ".",
 4 |     "paths": {
 5 |       // "@/*": ["./*"],
 6 |       // "@/components/*": ["components/*"]
 7 |     }
 8 |   }
 9 | }
10 | 


--------------------------------------------------------------------------------
/auth.py:
--------------------------------------------------------------------------------
1 | import json
2 | 
3 | with open("config/acl.json") as f:
4 |     acl = json.load(f)
5 | 
6 | def is_authorized(api_key, key):
7 |     scopes = acl.get(api_key, [])
8 |     return any(key.startswith(scope.rstrip("*")) for scope in scopes)
9 | 


--------------------------------------------------------------------------------
/Dockerfile:
--------------------------------------------------------------------------------
 1 | FROM python:3.12-slim
 2 | 
 3 | WORKDIR /app
 4 | 
 5 | # Install dependencies
 6 | COPY requirements.txt .
 7 | RUN pip install --no-cache-dir -r requirements.txt
 8 | 
 9 | # Copy app code
10 | COPY . .
11 | 
12 | EXPOSE 8000
13 | 
14 | CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"]
15 | 


--------------------------------------------------------------------------------
/examples/query_agent.py:
--------------------------------------------------------------------------------
1 | from memx_sdk import memxContext
2 | 
3 | ctx = memxContext(api_key="agent_key_1")
4 | 
5 | ctx.set("memx:query", "Impacts of open-source LLMs on enterprise adoption")
6 | ctx.set("memx:context", "Customer is preparing a technical brief for leadership")
7 | 
8 | print("🧠 QueryAgent: seeded query + context")
9 | 


--------------------------------------------------------------------------------
/store.py:
--------------------------------------------------------------------------------
 1 | import time
 2 | 
 3 | store = {}
 4 | 
 5 | def get_value(key):
 6 |     return store.get(key)
 7 | 
 8 | def set_value(key, value):
 9 |     now = time.time()
10 |     prev = store.get(key)
11 |     if not prev or now > prev['ts']:
12 |         store[key] = {'value': value, 'ts': now}
13 |         return True
14 |     return False
15 | 


--------------------------------------------------------------------------------
/docker-compose.yml:
--------------------------------------------------------------------------------
 1 | services:
 2 |   memx-backend:
 3 |     build:
 4 |       context: .
 5 |       dockerfile: Dockerfile
 6 |     container_name: memx-backend
 7 |     ports:
 8 |       - "8000:8000"
 9 |     environment:
10 |       SUPABASE_URL: ${SUPABASE_URL}
11 |       SUPABASE_SERVICE_KEY: ${SUPABASE_SERVICE_KEY}
12 |     restart: unless-stopped
13 |     dns:
14 |       - 8.8.8.8
15 | 


--------------------------------------------------------------------------------
/frontend/memx-frontend/public/window.svg:
--------------------------------------------------------------------------------
1 | <svg fill="none" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 16 16"><path fill-rule="evenodd" clip-rule="evenodd" d="M1.5 2.5h13v10a1 1 0 0 1-1 1h-11a1 1 0 0 1-1-1zM0 1h16v11.5a2.5 2.5 0 0 1-2.5 2.5h-11A2.5 2.5 0 0 1 0 12.5zm3.75 4.5a.75.75 0 1 0 0-1.5.75.75 0 0 0 0 1.5M7 4.75a.75.75 0 1 1-1.5 0 .75.75 0 0 1 1.5 0m1.75.75a.75.75 0 1 0 0-1.5.75.75 0 0 0 0 1.5" fill="#666"/></svg>


--------------------------------------------------------------------------------
/frontend/memx-frontend/public/file.svg:
--------------------------------------------------------------------------------
1 | <svg fill="none" viewBox="0 0 16 16" xmlns="http://www.w3.org/2000/svg"><path d="M14.5 13.5V5.41a1 1 0 0 0-.3-.7L9.8.29A1 1 0 0 0 9.08 0H1.5v13.5A2.5 2.5 0 0 0 4 16h8a2.5 2.5 0 0 0 2.5-2.5m-1.5 0v-7H8v-5H3v12a1 1 0 0 0 1 1h8a1 1 0 0 0 1-1M9.5 5V2.12L12.38 5zM5.13 5h-.62v1.25h2.12V5zm-.62 3h7.12v1.25H4.5zm.62 3h-.62v1.25h7.12V11z" clip-rule="evenodd" fill="#666" fill-rule="evenodd"/></svg>


--------------------------------------------------------------------------------
/examples/monitor_agent.py:
--------------------------------------------------------------------------------
 1 | from memx_sdk import memxContext
 2 | import time
 3 | 
 4 | ctx = memxContext(api_key="agent_key_1")
 5 | 
 6 | def log(data):
 7 |     print(f"📡 Monitor saw: {data['key']} → {data['value']}")
 8 | 
 9 | for k in [
10 |     "memx:query",
11 |     "memx:context",
12 |     "memx:search_results:0",
13 |     "memx:summary",
14 |     "memx:thoughts:0",
15 |     "memx:thoughts:1"
16 | ]:
17 |     ctx.subscribe(k, log)
18 | 
19 | while True:
20 |     time.sleep(1)
21 | 


--------------------------------------------------------------------------------
/schema.py:
--------------------------------------------------------------------------------
 1 | import jsonschema
 2 | 
 3 | schemas = {}
 4 | 
 5 | def register_schema(key, schema_dict):
 6 |     jsonschema.Draft7Validator.check_schema(schema_dict)
 7 |     schemas[key] = schema_dict
 8 | 
 9 | def validate_schema(key, value):
10 |     schema = schemas.get(key)
11 |     if schema:
12 |         jsonschema.validate(instance=value, schema=schema)
13 | 
14 | def get_schema(key):
15 |     return schemas.get(key)
16 | 
17 | def delete_schema(key):
18 |     return schemas.pop(key, None)
19 | 


--------------------------------------------------------------------------------
/frontend/memx-frontend/app/components/LogoutButton.js:
--------------------------------------------------------------------------------
 1 | "use client";
 2 | import { createClientComponentClient } from "@supabase/auth-helpers-nextjs";
 3 | 
 4 | export default function LogoutButton({ onLogout }) {
 5 |   const supabase = createClientComponentClient();
 6 | 
 7 |   async function handleLogout() {
 8 |     await supabase.auth.signOut();
 9 |     onLogout();
10 |   }
11 | 
12 |   return (
13 |     <button
14 |       onClick={handleLogout}
15 |       className="text-sm text-red-600 underline cursor-pointer ml-auto"
16 |     >
17 |       Logout
18 |     </button>
19 |   );
20 | }


--------------------------------------------------------------------------------
/pubsub.py:
--------------------------------------------------------------------------------
 1 | from collections import defaultdict
 2 | 
 3 | subscriptions = defaultdict(list)
 4 | 
 5 | def subscribe(key, websocket):
 6 |     subscriptions[key].append(websocket)
 7 | 
 8 | async def publish(key, value):
 9 |     disconnected = []
10 |     for ws in subscriptions.get(key, []):
11 |         try:
12 |             await ws.send_json({"key": key, "value": value})
13 |         except Exception as e:
14 |             print(f"[WARN] Failed to send to WebSocket: {e}")
15 |             disconnected.append(ws)
16 | 
17 |     # Remove dead sockets
18 |     for ws in disconnected:
19 |         subscriptions[key].remove(ws)
20 | 


--------------------------------------------------------------------------------
/frontend/memx-frontend/package.json:
--------------------------------------------------------------------------------
 1 | {
 2 |   "name": "memx-frontend",
 3 |   "version": "0.1.0",
 4 |   "private": true,
 5 |   "scripts": {
 6 |     "dev": "next dev --turbopack",
 7 |     "build": "next build",
 8 |     "start": "next start",
 9 |     "lint": "next lint"
10 |   },
11 |   "dependencies": {
12 |     "@supabase/auth-helpers-nextjs": "^0.10.0",
13 |     "next": "15.3.4",
14 |     "react": "^19.0.0",
15 |     "react-dom": "^19.0.0"
16 |   },
17 |   "devDependencies": {
18 |     "@tailwindcss/postcss": "^4",
19 |     "autoprefixer": "^10.4.21",
20 |     "postcss": "^8.5.6",
21 |     "tailwindcss": "^4.1.10"
22 |   }
23 | }
24 | 


--------------------------------------------------------------------------------
/frontend/memx-frontend/app/globals.css:
--------------------------------------------------------------------------------
 1 | @import "tailwindcss";
 2 | 
 3 | :root {
 4 |   --background: #ffffff;
 5 |   --foreground: #171717;
 6 | }
 7 | 
 8 | @theme inline {
 9 |   --color-background: var(--background);
10 |   --color-foreground: var(--foreground);
11 |   --font-sans: var(--font-geist-sans);
12 |   --font-mono: var(--font-geist-mono);
13 | }
14 | 
15 | @media (prefers-color-scheme: dark) {
16 |   :root {
17 |     --background: #0a0a0a;
18 |     --foreground: #ededed;
19 |   }
20 | }
21 | 
22 | body {
23 |   background: var(--background);
24 |   color: var(--foreground);
25 |   font-family: Arial, Helvetica, sans-serif;
26 | }
27 | 


--------------------------------------------------------------------------------
/frontend/memx-frontend/app/components/Header.js:
--------------------------------------------------------------------------------
 1 | "use client";
 2 | import LogoutButton from "./LogoutButton";
 3 | 
 4 | export default function Header({ onLogout, showLogout = true }) {
 5 |   return (
 6 |     <header className="w-full bg-gray-900 text-white px-6 py-4 flex items-center justify-between">
 7 |       <div>
 8 |         <a href="/">
 9 |         <h1 className="text-lg font-bold"> memX</h1>
10 |         <p className="text-xs text-gray-300">A real-time shared memory layer for multi-agent LLM systems.</p>
11 |         </a>
12 |       </div>
13 |       {showLogout && <LogoutButton onLogout={onLogout} />}
14 |     </header>
15 |   );
16 | }
17 | 


--------------------------------------------------------------------------------
/sdk/pyproject.toml:
--------------------------------------------------------------------------------
 1 | [project]
 2 | name = "memx-sdk"
 3 | version = "0.1.1"
 4 | description = "Python client for memX shared memory platform"
 5 | authors = [{ name="Mehul", email="memx.founders@gmail.com" }]
 6 | license = { text = "MIT" }
 7 | readme = "README.md"
 8 | requires-python = ">=3.8"
 9 | dependencies = [
10 |   "httpx>=0.24.0",
11 |   "websockets",
12 |   "hatchling (>=1.27.0,<2.0.0)"
13 | ]
14 | 
15 | [build-system]
16 | requires = ["hatchling"]
17 | build-backend = "hatchling.build"
18 | 
19 | [project.urls]
20 | "Homepage" = "https://github.com/MehulG/memx"
21 | "Repository" = "https://github.com/MehulG/memx"
22 | "Documentation" = "https://github.com/MehulG/memx#readme"


--------------------------------------------------------------------------------
/sdk/memx_sdk/test_client.py:
--------------------------------------------------------------------------------
 1 | from memx_sdk import memxContext
 2 | import time
 3 | 
 4 | schema = {
 5 |     "type": "object",
 6 |     "properties": { "x": { "type": "number" }, "y": { "type": "number" } },
 7 |     "required": ["x", "y"]
 8 | }
 9 | ctx = memxContext(api_key="agent_key_1")
10 | 
11 | 
12 | ctx.set_schema("agent:state", schema)
13 | print(ctx.get_schema("agent:state"))
14 | # ctx.delete_schema("agent:state")
15 | 
16 | 
17 | def on_update(data):
18 |     print("🔥 Update received:", data)
19 | 
20 | ctx.subscribe("agent:goal", on_update)
21 | 
22 | ctx.set("agent:goal", "go to kitchen")
23 | time.sleep(1)
24 | ctx.set("agent:goal", "go to hallway")
25 | time.sleep(3)
26 | 
27 | 
28 | 


--------------------------------------------------------------------------------
/frontend/memx-frontend/.gitignore:
--------------------------------------------------------------------------------
 1 | # See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
 2 | 
 3 | # dependencies
 4 | /node_modules
 5 | /.pnp
 6 | .pnp.*
 7 | .yarn/*
 8 | !.yarn/patches
 9 | !.yarn/plugins
10 | !.yarn/releases
11 | !.yarn/versions
12 | 
13 | # testing
14 | /coverage
15 | 
16 | # next.js
17 | /.next/
18 | /out/
19 | 
20 | # production
21 | /build
22 | 
23 | # misc
24 | .DS_Store
25 | *.pem
26 | 
27 | # debug
28 | npm-debug.log*
29 | yarn-debug.log*
30 | yarn-error.log*
31 | .pnpm-debug.log*
32 | 
33 | # env files (can opt-in for committing if needed)
34 | .env*
35 | 
36 | # vercel
37 | .vercel
38 | 
39 | # typescript
40 | *.tsbuildinfo
41 | next-env.d.ts
42 | 


--------------------------------------------------------------------------------
/pyproject.toml:
--------------------------------------------------------------------------------
 1 | [project]
 2 | name = "memx"
 3 | version = "0.1.0"
 4 | description = ""
 5 | authors = [
 6 |     {name = "Mehul Gaidhani",email = "mehulgaidhani@gmail.com"}
 7 | ]
 8 | readme = "README.md"
 9 | requires-python = ">=3.12,<4.0"
10 | dependencies = [
11 |     "fastapi[all] (>=0.115.12,<0.116.0)",
12 |     "jsonschema (>=4.24.0,<5.0.0)",
13 |     "requests (>=2.32.4,<3.0.0)",
14 |     "supabase (>=2.15.3,<3.0.0)",
15 |     "streamlit (>=1.46.0,<2.0.0)",
16 |     "python-dotenv (>=1.1.1,<2.0.0)",
17 |     "hatchling (>=1.27.0,<2.0.0)"
18 | ]
19 | 
20 | 
21 | [build-system]
22 | requires = ["poetry-core>=2.0.0,<3.0.0"]
23 | build-backend = "poetry.core.masonry.api"
24 | 
25 | [tool.poetry.requires-plugins]
26 | poetry-plugin-export = ">=1.8"


--------------------------------------------------------------------------------
/frontend/memx-frontend/app/layout.js:
--------------------------------------------------------------------------------
 1 | import { Geist, Geist_Mono } from "next/font/google";
 2 | import "./globals.css";
 3 | 
 4 | const geistSans = Geist({
 5 |   variable: "--font-geist-sans",
 6 |   subsets: ["latin"],
 7 | });
 8 | 
 9 | const geistMono = Geist_Mono({
10 |   variable: "--font-geist-mono",
11 |   subsets: ["latin"],
12 | });
13 | 
14 | export const metadata = {
15 |   title: "memX",
16 |   description: "A real-time shared memory layer for multi-agent LLM systems.",
17 | };
18 | 
19 | export default function RootLayout({ children }) {
20 |   return (
21 |     <html lang="en">
22 |       <body
23 |         className={`${geistSans.variable} ${geistMono.variable} antialiased`}
24 |       >
25 |         {children}
26 |       </body>
27 |     </html>
28 |   );
29 | }
30 | 


--------------------------------------------------------------------------------
/examples/test.py:
--------------------------------------------------------------------------------
 1 | from memx_sdk import memxContext
 2 | 
 3 | 
 4 | ctx = memxContext(api_key="74748d89f9cef9987ecc9dbe16b72daf")
 5 | 
 6 | ctx.set_schema("agent:goal", {
 7 |     "type": "object",
 8 |     "properties": {
 9 |       "x": { "type": "number" },
10 |       "y": { "type": "number" }
11 |     },
12 |     "required": ["x", "y"]
13 |   })
14 | 
15 | get1 = ctx.get("agent:goal")
16 | 
17 | print(get1)
18 | 
19 | ctx.set("agent:goal", {"x":1, "y":7})
20 | 
21 | get2 = ctx.get("agent:goal")
22 | 
23 | print(get2)
24 | 
25 | for i in range(0,10):
26 |     ctx.set_schema("agent:goal:"+str(i), {
27 |     "type": "object",
28 |     "properties": {
29 |       "x": { "type": "number" },
30 |       "y": { "type": "number" }
31 |     },
32 |     "required": ["x", "y"]
33 |     })
34 |     ctx.set("agent:goal"+str(i), {"x":i, "y":i*2})
35 |     get1 = ctx.get("agent:goal"+str(i))
36 | 
37 |     print(get1)
38 | 
39 | 
40 | 
41 | 


--------------------------------------------------------------------------------
/frontend/memx-frontend/app/login/page.js:
--------------------------------------------------------------------------------
 1 | "use client";
 2 | import { useState, useCallback } from "react";
 3 | import AuthForm from "../components/AuthForm";
 4 | import KeyViewer from "../components/KeyViewer";
 5 | import CreateKeyForm from "../components/CreateKeyForm";
 6 | import Header from "../components/Header";
 7 | 
 8 | export default function Login() {
 9 |   const [session, setSession] = useState(null);
10 |   const [reload, setReload] = useState(0);
11 | 
12 |   const triggerReload = useCallback(() => {
13 |     setReload((prev) => prev + 1);
14 |   }, []);
15 | 
16 |   if (!session) {
17 |     return <AuthForm onAuth={setSession} />;
18 |   }
19 | 
20 |   return (
21 |     <div className="min-h-screen flex flex-col">
22 |       <Header showLogout={true} onLogout={() => setSession(null)} />
23 |       <CreateKeyForm session={session} onCreated={triggerReload} />
24 |       <KeyViewer key={reload} session={session} />
25 |     </div>
26 |   );
27 | }
28 | 


--------------------------------------------------------------------------------
/frontend/memx-frontend/public/globe.svg:
--------------------------------------------------------------------------------
1 | <svg fill="none" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 16 16"><g clip-path="url(#a)"><path fill-rule="evenodd" clip-rule="evenodd" d="M10.27 14.1a6.5 6.5 0 0 0 3.67-3.45q-1.24.21-2.7.34-.31 1.83-.97 3.1M8 16A8 8 0 1 0 8 0a8 8 0 0 0 0 16m.48-1.52a7 7 0 0 1-.96 0H7.5a4 4 0 0 1-.84-1.32q-.38-.89-.63-2.08a40 40 0 0 0 3.92 0q-.25 1.2-.63 2.08a4 4 0 0 1-.84 1.31zm2.94-4.76q1.66-.15 2.95-.43a7 7 0 0 0 0-2.58q-1.3-.27-2.95-.43a18 18 0 0 1 0 3.44m-1.27-3.54a17 17 0 0 1 0 3.64 39 39 0 0 1-4.3 0 17 17 0 0 1 0-3.64 39 39 0 0 1 4.3 0m1.1-1.17q1.45.13 2.69.34a6.5 6.5 0 0 0-3.67-3.44q.65 1.26.98 3.1M8.48 1.5l.01.02q.41.37.84 1.31.38.89.63 2.08a40 40 0 0 0-3.92 0q.25-1.2.63-2.08a4 4 0 0 1 .85-1.32 7 7 0 0 1 .96 0m-2.75.4a6.5 6.5 0 0 0-3.67 3.44 29 29 0 0 1 2.7-.34q.31-1.83.97-3.1M4.58 6.28q-1.66.16-2.95.43a7 7 0 0 0 0 2.58q1.3.27 2.95.43a18 18 0 0 1 0-3.44m.17 4.71q-1.45-.12-2.69-.34a6.5 6.5 0 0 0 3.67 3.44q-.65-1.27-.98-3.1" fill="#666"/></g><defs><clipPath id="a"><path fill="#fff" d="M0 0h16v16H0z"/></clipPath></defs></svg>


--------------------------------------------------------------------------------
/LICENSE:
--------------------------------------------------------------------------------
 1 | MIT License
 2 | 
 3 | Copyright (c) 2025 Mehul Gaidhani
 4 | 
 5 | Permission is hereby granted, free of charge, to any person obtaining a copy
 6 | of this software and associated documentation files (the "Software"), to deal
 7 | in the Software without restriction, including without limitation the rights
 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 | 
12 | The above copyright notice and this permission notice shall be included in all
13 | copies or substantial portions of the Software.
14 | 
15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
21 | SOFTWARE.


--------------------------------------------------------------------------------
/sdk/LICENSE:
--------------------------------------------------------------------------------
 1 | MIT License
 2 | 
 3 | Copyright (c) 2025 Mehul Gaidhani
 4 | 
 5 | Permission is hereby granted, free of charge, to any person obtaining a copy
 6 | of this software and associated documentation files (the “Software”), to deal
 7 | in the Software without restriction, including without limitation the rights
 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 | 
12 | The above copyright notice and this permission notice shall be included in all
13 | copies or substantial portions of the Software.
14 | 
15 | THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
21 | SOFTWARE.
22 | 


--------------------------------------------------------------------------------
/frontend/memx-frontend/public/next.svg:
--------------------------------------------------------------------------------
1 | <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 394 80"><path fill="#000" d="M262 0h68.5v12.7h-27.2v66.6h-13.6V12.7H262V0ZM149 0v12.7H94v20.4h44.3v12.6H94v21h55v12.6H80.5V0h68.7zm34.3 0h-17.8l63.8 79.4h17.9l-32-39.7 32-39.6h-17.9l-23 28.6-23-28.6zm18.3 56.7-9-11-27.1 33.7h17.8l18.3-22.7z"/><path fill="#000" d="M81 79.3 17 0H0v79.3h13.6V17l50.2 62.3H81Zm252.6-.4c-1 0-1.8-.4-2.5-1s-1.1-1.6-1.1-2.6.3-1.8 1-2.5 1.6-1 2.6-1 1.8.3 2.5 1a3.4 3.4 0 0 1 .6 4.3 3.7 3.7 0 0 1-3 1.8zm23.2-33.5h6v23.3c0 2.1-.4 4-1.3 5.5a9.1 9.1 0 0 1-3.8 3.5c-1.6.8-3.5 1.3-5.7 1.3-2 0-3.7-.4-5.3-1s-2.8-1.8-3.7-3.2c-.9-1.3-1.4-3-1.4-5h6c.1.8.3 1.6.7 2.2s1 1.2 1.6 1.5c.7.4 1.5.5 2.4.5 1 0 1.8-.2 2.4-.6a4 4 0 0 0 1.6-1.8c.3-.8.5-1.8.5-3V45.5zm30.9 9.1a4.4 4.4 0 0 0-2-3.3 7.5 7.5 0 0 0-4.3-1.1c-1.3 0-2.4.2-3.3.5-.9.4-1.6 1-2 1.6a3.5 3.5 0 0 0-.3 4c.3.5.7.9 1.3 1.2l1.8 1 2 .5 3.2.8c1.3.3 2.5.7 3.7 1.2a13 13 0 0 1 3.2 1.8 8.1 8.1 0 0 1 3 6.5c0 2-.5 3.7-1.5 5.1a10 10 0 0 1-4.4 3.5c-1.8.8-4.1 1.2-6.8 1.2-2.6 0-4.9-.4-6.8-1.2-2-.8-3.4-2-4.5-3.5a10 10 0 0 1-1.7-5.6h6a5 5 0 0 0 3.5 4.6c1 .4 2.2.6 3.4.6 1.3 0 2.5-.2 3.5-.6 1-.4 1.8-1 2.4-1.7a4 4 0 0 0 .8-2.4c0-.9-.2-1.6-.7-2.2a11 11 0 0 0-2.1-1.4l-3.2-1-3.8-1c-2.8-.7-5-1.7-6.6-3.2a7.2 7.2 0 0 1-2.4-5.7 8 8 0 0 1 1.7-5 10 10 0 0 1 4.3-3.5c2-.8 4-1.2 6.4-1.2 2.3 0 4.4.4 6.2 1.2 1.8.8 3.2 2 4.3 3.4 1 1.4 1.5 3 1.5 5h-5.8z"/></svg>


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/frontend/memx-frontend/README.md:
--------------------------------------------------------------------------------
 1 | This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://github.com/vercel/next.js/tree/canary/packages/create-next-app).
 2 | 
 3 | ## Getting Started
 4 | 
 5 | First, run the development server:
 6 | 
 7 | ```bash
 8 | npm run dev
 9 | # or
10 | yarn dev
11 | # or
12 | pnpm dev
13 | # or
14 | bun dev
15 | ```
16 | 
17 | Open [http://localhost:3000](http://localhost:3000) with your browser to see the result.
18 | 
19 | You can start editing the page by modifying `app/page.js`. The page auto-updates as you edit the file.
20 | 
21 | This project uses [`next/font`](https://nextjs.org/docs/app/building-your-application/optimizing/fonts) to automatically optimize and load [Geist](https://vercel.com/font), a new font family for Vercel.
22 | 
23 | ## Learn More
24 | 
25 | To learn more about Next.js, take a look at the following resources:
26 | 
27 | - [Next.js Documentation](https://nextjs.org/docs) - learn about Next.js features and API.
28 | - [Learn Next.js](https://nextjs.org/learn) - an interactive Next.js tutorial.
29 | 
30 | You can check out [the Next.js GitHub repository](https://github.com/vercel/next.js) - your feedback and contributions are welcome!
31 | 
32 | ## Deploy on Vercel
33 | 
34 | The easiest way to deploy your Next.js app is to use the [Vercel Platform](https://vercel.com/new?utm_medium=default-template&filter=next.js&utm_source=create-next-app&utm_campaign=create-next-app-readme) from the creators of Next.js.
35 | 
36 | Check out our [Next.js deployment documentation](https://nextjs.org/docs/app/building-your-application/deploying) for more details.
37 | 


--------------------------------------------------------------------------------
/sdk/README.md:
--------------------------------------------------------------------------------
 1 | # 🧠 memx-sdk
 2 | 
 3 | A Python client for [memX](https://github.com/MehulG/memX) — a real-time shared memory layer for multi-agent LLM systems.
 4 | 
 5 | Built for fast, schema-validated coordination between autonomous agents. Supports JSON key/value operations, schema enforcement, and pub/sub via WebSocket.
 6 | 
 7 | ---
 8 | 
 9 | ## 🚀 Features
10 | 
11 | - 🔑 Authenticate via API keys
12 | - 📥 Get/set JSON values by key
13 | - 📐 Define and validate key schemas
14 | - 🔄 Real-time memory sync via WebSocket
15 | - 🔔 Pub/sub for key-level updates
16 | 
17 | ---
18 | 
19 | ## 📦 Installation
20 | 
21 | ```bash
22 | pip install memx-sdk
23 | ```
24 | 
25 | ## 🧪 Usage Example
26 | 
27 | Log in to [dashboard](https://mem-x.vercel.app) and create api keys with relevent scopes.
28 | 
29 | ```python
30 | from memx_sdk import memxContext
31 | 
32 | client = memxContext(api_key="your-api-key")
33 | 
34 | # Define schema
35 | client.set_schema("agent:goal", {
36 |     "type": "object",
37 |     "properties": { "x": { "type": "number" }, "y": { "type": "number" } },
38 |     "required": ["x", "y"]
39 | })
40 | 
41 | # Set a value
42 | client.set("agent:goal", {"x": 3, "y": 5})
43 | 
44 | # Get a value
45 | value = client.get("agent:goal")
46 | print(value)
47 | 
48 | # Subscribe to updates
49 | def on_update(data):
50 |     print("Updated:", data)
51 | 
52 | client.subscribe("agent:goal", callback=on_update)
53 | ```
54 | 
55 | ## 🛠️ Requirements
56 | - Python 3.7+
57 | - httpx
58 | - websockets
59 | 
60 | ## 📄 License
61 | MIT
62 | 
63 | ## 🧠 Learn More
64 | - Dashboard: https://mem-x.vercel.app
65 | - Project: [memX README](https://github.com/MehulG/memX)


--------------------------------------------------------------------------------
/examples/explorer_agent.py:
--------------------------------------------------------------------------------
 1 | from memx_sdk import memxContext
 2 | import time
 3 | import requests
 4 | 
 5 | ctx = memxContext(api_key="agent_key_1")
 6 | 
 7 | query_handled = False
 8 | summary_handled = False
 9 | 
10 | def call_mistral(prompt: str) -> str:
11 |     res = requests.post("http://localhost:11434/api/generate", json={
12 |         "model": "mistral",
13 |         "prompt": prompt,
14 |         "stream": False
15 |     })
16 |     return res.json()["response"].strip() if res.status_code == 200 else "LLM error."
17 | 
18 | def on_memory(data):
19 |     global query_handled, summary_handled
20 | 
21 |     key, value = data["key"], data["value"]
22 | 
23 |     if key == "memx:query" and not query_handled:
24 |         context = ctx.get("memx:context")["value"]
25 |         prompt = f"""You are a research assistant.
26 | Given the query: "{value}" and context: "{context}", list one relevant source and one key observation."""
27 |         print("🔍 ExplorerAgent: generating initial info with Mistral...")
28 |         output = call_mistral(prompt)
29 |         ctx.set("memx:search_results:0", output)
30 |         ctx.set("memx:thoughts:0", f"Initial observation: {output}")
31 |         query_handled = True
32 | 
33 |     elif key == "memx:summary" and not summary_handled:
34 |         prompt = f"""You are a second-pass reviewer.
35 | Based on this summary: "{value}", what additional consideration should be mentioned?"""
36 |         print("🔄 ExplorerAgent: reacting to summary via Mistral...")
37 |         thought = call_mistral(prompt)
38 |         ctx.set("memx:thoughts:1", f"Follow-up observation: {thought}")
39 |         summary_handled = True
40 | 
41 | ctx.subscribe("memx:query", on_memory)
42 | ctx.subscribe("memx:summary", on_memory)
43 | 
44 | while True:
45 |     time.sleep(1)
46 | 


--------------------------------------------------------------------------------
/validate_api.py:
--------------------------------------------------------------------------------
 1 | import fnmatch
 2 | from fastapi import Request, HTTPException, WebSocket
 3 | from supabase import create_client
 4 | import os
 5 | from dotenv import load_dotenv
 6 | load_dotenv()
 7 | 
 8 | supabase = create_client(os.getenv("SUPABASE_URL"), os.getenv("SUPABASE_SERVICE_KEY"))
 9 | 
10 | def _check_scope(scopes: dict, action: str, key: str, user_id: str):
11 |     namespaced_key = f"{user_id[:8]}:{key}"
12 |     return any(fnmatch.fnmatch(namespaced_key, pattern) for pattern in scopes.get(action, []))
13 | 
14 | async def validate_api_key(request: Request, key: str, action: str = "write"):
15 |     api_key = request.headers.get("x-api-key")
16 |     if not api_key:
17 |         raise HTTPException(status_code=401, detail="Missing API key")
18 | 
19 |     res = supabase.from_("api_keys").select("*").eq("key", api_key).eq("active", True).execute()
20 |     if not res.data:
21 |         raise HTTPException(status_code=403, detail="Invalid or inactive API key")
22 | 
23 |     record = res.data[0]
24 |     scopes = record.get("scopes", {})
25 |     user_id = record.get("user_id", "")
26 | 
27 |     if not _check_scope(scopes, action, key, user_id):
28 |         raise HTTPException(status_code=403, detail=f"{action.upper()} not permitted for key '{key}'")
29 | 
30 |     request.state.api_key = record
31 | 
32 | async def validate_websocket(websocket: WebSocket, key: str) -> bool:
33 |     api_key = websocket.headers.get("x-api-key")
34 |     if not api_key:
35 |         await websocket.close(code=4401, reason="Missing API key")
36 |         return False
37 | 
38 |     res = supabase.table("api_keys").select("*").eq("key", api_key).eq("active", True).execute()
39 |     if not res.data:
40 |         await websocket.close(code=4403, reason="Invalid API key")
41 |         return False
42 | 
43 |     record = res.data[0]
44 |     scopes = record.get("scopes", {})
45 |     user_id = record.get("user_id", "")
46 | 
47 |     if not _check_scope(scopes, "read", key, user_id):
48 |         await websocket.close(code=4403, reason="Unauthorized to subscribe to this key")
49 |         return False
50 | 
51 |     return True
52 | 


--------------------------------------------------------------------------------
/examples/synthesizer_agent.py:
--------------------------------------------------------------------------------
 1 | from memx_sdk import memxContext
 2 | import time
 3 | import requests
 4 | import hashlib
 5 | 
 6 | ctx = memxContext(api_key="agent_key_1")
 7 | last_summary_hash = None
 8 | final_summary = ''
 9 | count = 0
10 | def hash_text(text):
11 |     return hashlib.sha256(text.encode()).hexdigest()
12 | 
13 | def call_mistral(prompt: str) -> str:
14 |     try:
15 |         res = requests.post("http://localhost:11434/api/generate", json={
16 |             "model": "mistral",
17 |             "prompt": prompt,
18 |             "stream": False
19 |         })
20 |         res.raise_for_status()
21 |         return res.json()["response"].strip()
22 |     except Exception as e:
23 |         print("❌ Mistral error:", e)
24 |         return "LLM error."
25 | 
26 | def summarize():
27 |     global last_summary_hash
28 |     global final_summary
29 |     global count
30 |     try:
31 |         query = ctx.get("memx:query")["value"]
32 |         results = ctx.get("memx:search_results:0")["value"]
33 |         thoughts = [ctx.get("memx:thoughts:0")["value"]]
34 |         try:
35 |             thoughts.append(ctx.get("memx:thoughts:1")["value"])
36 |         except:
37 |             pass  # optional follow-up thought
38 |     except:
39 |         print("⏳ Waiting for all inputs...")
40 |         return
41 | 
42 |     prompt = f"""You are a summarizer agent.
43 | 
44 | Based on the following:
45 | - Query: {query}
46 | - Search Result: {results}
47 | - Thoughts:
48 | {"".join(f"- {t}\n" for t in thoughts)}
49 | 
50 | Write a final 2-sentence summary suitable for a leadership audience.
51 | """
52 | 
53 |     print("🧠 SynthesizerAgent: summarizing via Mistral...")
54 |     summary = call_mistral(prompt)
55 |     summary_hash = hash_text(summary)
56 | 
57 |     if summary_hash != last_summary_hash:
58 |         ctx.set("memx:summary", summary)
59 |         last_summary_hash = summary_hash
60 |         final_summary = summary
61 |         count += 1
62 |         if count > 1:
63 |             print("✅ Final summary written:\n", final_summary, "\n")
64 |     else:
65 |         print("⚠️ Summary unchanged — skipping write.")
66 | 
67 | def on_data(_):
68 |     summarize()
69 | 
70 | # ctx.subscribe("memx:search_results:0", on_data)
71 | ctx.subscribe("memx:thoughts:0", on_data)
72 | ctx.subscribe("memx:thoughts:1", on_data)
73 | 
74 | 
75 | 
76 | while True:
77 |     time.sleep(1)
78 | 


--------------------------------------------------------------------------------
/sdk/memx_sdk/client.py:
--------------------------------------------------------------------------------
 1 | import httpx
 2 | import asyncio
 3 | import websockets
 4 | import threading
 5 | import json
 6 | 
 7 | class memxContext:
 8 |     def __init__(self, api_key, base_url="https://memx-production.up.railway.app"):
 9 |         self.api_key = api_key
10 |         self.base_url = base_url
11 | 
12 |     def set(self, key, value):
13 |         res = httpx.post(
14 |             f"{self.base_url}/set",
15 |             headers={"x-api-key": self.api_key},
16 |             json={"key": key, "value": value}
17 |         )
18 |         res.raise_for_status()
19 |         return res.json()
20 | 
21 |     def get(self, key):
22 |         res = httpx.get(
23 |             f"{self.base_url}/get",
24 |             headers={"x-api-key": self.api_key},
25 |             params={"key": key}
26 |         )
27 |         res.raise_for_status()
28 |         return res.json()
29 | 
30 |     def subscribe(self, key, callback):
31 |         def _listen():
32 |             uri = f"{self.base_url.replace('http', 'ws')}/subscribe/{key}"
33 |             async def _inner():
34 |                 async with websockets.connect(uri, additional_headers={"x-api-key": self.api_key}) as ws:
35 |                     while True:
36 |                         try:
37 |                             msg = await ws.recv()
38 |                             data = json.loads(msg)
39 |                             callback(data)
40 |                         except Exception as e:
41 |                             print("[WebSocket error]", e)
42 |                             break
43 |             asyncio.run(_inner())
44 | 
45 |         thread = threading.Thread(target=_listen, daemon=True)
46 |         thread.start()
47 | 
48 |     def set_schema(self, key, schema):
49 |         res = httpx.post(
50 |             f"{self.base_url}/schema",
51 |             headers={"x-api-key": self.api_key},
52 |             json={"key": key, "schema": schema}
53 |         )
54 |         res.raise_for_status()
55 |         return res.json()
56 | 
57 |     def get_schema(self, key):
58 |         res = httpx.get(
59 |             f"{self.base_url}/schema",
60 |             headers={"x-api-key": self.api_key},
61 |             params={"key": key}
62 |         )
63 |         res.raise_for_status()
64 |         return res.json()
65 | 
66 |     def delete_schema(self, key):
67 |         res = httpx.delete(
68 |             f"{self.base_url}/schema",
69 |             headers={"x-api-key": self.api_key},
70 |             params={"key": key}
71 |         )
72 |         res.raise_for_status()
73 |         return res.json()
74 | 
75 | 


--------------------------------------------------------------------------------
/main.py:
--------------------------------------------------------------------------------
 1 | from fastapi import FastAPI, WebSocket, Request, HTTPException
 2 | from store import get_value, set_value
 3 | from pubsub import subscribe, publish
 4 | from schema import register_schema, validate_schema, get_schema, delete_schema
 5 | import asyncio
 6 | import jsonschema
 7 | import validate_api
 8 | 
 9 | app = FastAPI()
10 | 
11 | @app.get("/get")
12 | async def get(key: str, request: Request):
13 |     await validate_api.validate_api_key(request, key, action="read")
14 |     return get_value(key)
15 | 
16 | @app.post("/set")
17 | async def set(request: Request):
18 |     body = await request.json()
19 |     value = body["value"]
20 |     key = body["key"]
21 | 
22 |     await validate_api.validate_api_key(request, key, action="write")
23 | 
24 |     try:
25 |         validate_schema(key, value)
26 |     except jsonschema.exceptions.ValidationError as e:
27 |         raise HTTPException(400, detail=str(e))
28 | 
29 |     updated = set_value(key, value)
30 |     if updated:
31 |         await publish(key, value)
32 | 
33 |     return {"ok": True, "updated": updated}
34 | 
35 | @app.websocket("/subscribe/{key}")
36 | async def websocket_endpoint(websocket: WebSocket, key: str):
37 |     await websocket.accept()
38 |     if not await validate_api.validate_websocket(websocket, key):
39 |         return
40 |     print(f"[WebSocket] Subscribed to {key}")
41 |     subscribe(key, websocket)
42 |     try:
43 |         while True:
44 |             await asyncio.sleep(1)
45 |     except:
46 |         print(f"[WebSocket] closed: {key}")
47 | 
48 | @app.post("/schema")
49 | async def set_schema(request: Request):
50 |     body = await request.json()
51 |     key = body["key"]
52 |     schema = body["schema"]
53 | 
54 |     await validate_api.validate_api_key(request, key, action="write")
55 | 
56 |     try:
57 |         register_schema(key, schema)
58 |     except jsonschema.exceptions.SchemaError as e:
59 |         raise HTTPException(400, detail=f"Invalid schema: {e}")
60 |     return {"ok": True}
61 | 
62 | @app.get("/schema")
63 | async def fetch_schema(key: str, request: Request):
64 |     await validate_api.validate_api_key(request, key, action="read")
65 |     schema = get_schema(key)
66 |     if not schema:
67 |         raise HTTPException(404, detail="Schema not found")
68 |     return {"key": key, "schema": schema}
69 | 
70 | @app.delete("/schema")
71 | async def remove_schema(key: str, request: Request):
72 |     await validate_api.validate_api_key(request, key, action="write")
73 |     deleted = delete_schema(key)
74 |     if not deleted:
75 |         raise HTTPException(404, detail="Schema not found")
76 |     return {"ok": True}
77 | 


--------------------------------------------------------------------------------
/frontend/memx-frontend/app/components/KeyViewer.js:
--------------------------------------------------------------------------------
 1 | "use client";
 2 | import { useEffect, useState } from "react";
 3 | import { createClientComponentClient } from "@supabase/auth-helpers-nextjs";
 4 | 
 5 | export default function KeyViewer({ session }) {
 6 |   const supabase = createClientComponentClient();
 7 |   const [keys, setKeys] = useState([]);
 8 |   const [loading, setLoading] = useState(true);
 9 |   const [deleting, setDeleting] = useState(null);
10 | 
11 |   const fetchKeys = async () => {
12 |     setLoading(true);
13 |     const { data } = await supabase.from("api_keys").select("*");
14 |     setKeys(data || []);
15 |     setLoading(false);
16 |   };
17 | 
18 |   useEffect(() => {
19 |     fetchKeys();
20 |   }, []);
21 | 
22 |   const deleteKey = async (key) => {
23 |     setDeleting(key);
24 |     await supabase.from("api_keys").delete().eq("key", key);
25 |     setDeleting(null);
26 |     fetchKeys();
27 |   };
28 | 
29 |   const userPrefix = session.user.id.slice(0, 8);
30 | 
31 |   return (
32 |     <div className="p-4">
33 |       <h2 className="text-xl font-semibold mb-2">🔑 Your API Keys</h2>
34 |       <p className="text-sm text-gray-500 mb-4">Namespace: <code>{userPrefix}</code></p>
35 |       {loading ? (
36 |         <p>Loading keys...</p>
37 |       ) : keys.length === 0 ? (
38 |         <p>No keys found.</p>
39 |       ) : (
40 |         <table className="w-full text-left border">
41 |           <thead>
42 |             <tr className="border-b">
43 |               <th className="p-2">Name</th>
44 |               <th className="p-2">Key</th>
45 |               <th className="p-2">Read Scope</th>
46 |               <th className="p-2">Write Scope</th>
47 |               <th className="p-2">Created At</th>
48 |               <th className="p-2">Actions</th>
49 |             </tr>
50 |           </thead>
51 |           <tbody>
52 |             {keys.map((k) => (
53 |               <tr key={k.key} className="border-b text-sm">
54 |                 <td className="p-2">{k.name}</td>
55 |                 <td className="p-2">{k.key}</td>
56 |                 <td className="p-2">{k.scopes.read?.join(", ")}</td>
57 |                 <td className="p-2">{k.scopes.write?.join(", ")}</td>
58 |                 <td className="p-2">{new Date(k.created_at).toLocaleString()}</td>
59 |                 <td className="p-2">
60 |                   <button
61 |                     className="text-red-500 underline cursor-pointer"
62 |                     onClick={() => deleteKey(k.key)}
63 |                     disabled={deleting === k.key}
64 |                   >
65 |                     {deleting === k.key ? "Deleting..." : "Delete"}
66 |                   </button>
67 |                 </td>
68 |               </tr>
69 |             ))}
70 |           </tbody>
71 |         </table>
72 |       )}
73 |     </div>
74 |   );
75 | }


--------------------------------------------------------------------------------
/frontend/memx-frontend/app/components/CreateKeyForm.js:
--------------------------------------------------------------------------------
 1 | "use client";
 2 | import { useState } from "react";
 3 | import { createClientComponentClient } from "@supabase/auth-helpers-nextjs";
 4 | 
 5 | export default function CreateKeyForm({ session, onCreated }) {
 6 |   const supabase = createClientComponentClient();
 7 |   const [name, setName] = useState("");
 8 |   const [readScope, setReadScope] = useState("agent:*");
 9 |   const [writeScope, setWriteScope] = useState("agent:goal");
10 |   const [status, setStatus] = useState(null);
11 |   const [loading, setLoading] = useState(false);
12 | 
13 |   const userPrefix = session.user.id.slice(0, 8);
14 | 
15 |   async function handleCreate(e) {
16 |     e.preventDefault();
17 |     setLoading(true);
18 |     const apiKey = crypto.randomUUID().replace(/-/g, "").slice(0, 32);
19 |     const scopes = {
20 |       read: readScope.split(",").map((s) => `${userPrefix}:${s.trim()}`),
21 |       write: writeScope.split(",").map((s) => `${userPrefix}:${s.trim()}`),
22 |     };
23 | 
24 |     const { error } = await supabase.rpc("create_api_key", {
25 |       key_name: name,
26 |       key_value: apiKey,
27 |       scopes,
28 |       is_active: true,
29 |     });
30 | 
31 |     if (error) {
32 |       setStatus(`Error: ${error.message}`);
33 |     } else {
34 |       setStatus(`API Key Created: ${apiKey}`);
35 |       setName("");
36 |       setReadScope("agent:*");
37 |       setWriteScope("agent:goal");
38 |       if (onCreated) onCreated();
39 |     }
40 |     setLoading(false);
41 |   }
42 | 
43 |   return (
44 |     <form onSubmit={handleCreate} className="max-w-md mx-auto space-y-3 p-4">
45 |       <h2 className="text-xl font-semibold">➕ Create New API Key</h2>
46 |       Key name:
47 |       <input
48 |         className="w-full p-2 border"
49 |         placeholder="Key name"
50 |         value={name}
51 |         onChange={(e) => setName(e.target.value)}
52 |         required
53 |       />
54 |       Read scope (comma separated):
55 |       <input
56 |         className="w-full p-2 border"
57 |         placeholder="Read scope (comma separated)"
58 |         value={readScope}
59 |         onChange={(e) => setReadScope(e.target.value)}
60 |         required
61 |       />
62 |       Write scope (comma separated):
63 |       <input
64 |         className="w-full p-2 border"
65 |         placeholder="Write scope (comma separated)"
66 |         value={writeScope}
67 |         onChange={(e) => setWriteScope(e.target.value)}
68 |         required
69 |       />
70 |       <button
71 |         className="bg-green-600 text-white py-2 px-4 cursor-pointer disabled:opacity-50"
72 |         type="submit"
73 |         disabled={loading}
74 |       >
75 |         {loading ? "Creating..." : "Create"}
76 |       </button>
77 |       {status && <p className="text-sm text-blue-600 mt-2">{status}</p>}
78 |     </form>
79 |   );
80 | }
81 | 


--------------------------------------------------------------------------------
/frontend/memx-frontend/app/components/AuthForm.js:
--------------------------------------------------------------------------------
 1 | "use client";
 2 | import { useState } from "react";
 3 | import { createClientComponentClient } from "@supabase/auth-helpers-nextjs";
 4 | import Header from "./Header";
 5 | 
 6 | export default function AuthForm({ onAuth }) {
 7 |   const supabase = createClientComponentClient();
 8 |   const [email, setEmail] = useState("");
 9 |   const [password, setPassword] = useState("");
10 |   const [mode, setMode] = useState("login");
11 |   const [error, setError] = useState(null);
12 |   const [info, setInfo] = useState(null);
13 |   const [loading, setLoading] = useState(false);
14 | 
15 |   async function handleSubmit(e) {
16 |     e.preventDefault();
17 |     setError(null);
18 |     setInfo(null);
19 |     setLoading(true);
20 |     try {
21 |       if (mode === "login") {
22 |         const { data, error } = await supabase.auth.signInWithPassword({ email, password });
23 |         if (error) throw error;
24 |         onAuth(data.session);
25 |       } else {
26 |         const { error: signupError } = await supabase.auth.signUp({ email, password });
27 |         if (signupError) throw signupError;
28 |         setInfo("Signed up successfully. Please check your email to confirm your account.");
29 |       }
30 |     } catch (err) {
31 |       setError(err.message);
32 |     } finally {
33 |       setLoading(false);
34 |     }
35 |   }
36 | 
37 |   return (
38 |     <div className="min-h-screen flex flex-col">
39 |       <Header showLogout={false} />
40 |       <div className="flex flex-1 items-center justify-center">
41 |         <div className="max-w-sm w-full p-4">
42 |           <h2 className="text-xl font-bold mb-4">{mode === "login" ? "Login" : "Signup"}</h2>
43 |           <form onSubmit={handleSubmit} className="space-y-3">
44 |             <input
45 |               className="w-full p-2 border"
46 |               placeholder="Email"
47 |               type="email"
48 |               value={email}
49 |               onChange={(e) => setEmail(e.target.value)}
50 |               required
51 |             />
52 |             <input
53 |               className="w-full p-2 border"
54 |               placeholder="Password"
55 |               type="password"
56 |               value={password}
57 |               onChange={(e) => setPassword(e.target.value)}
58 |               required
59 |             />
60 |             <button
61 |               className="bg-blue-500 text-white w-full py-2 cursor-pointer disabled:opacity-50"
62 |               type="submit"
63 |               disabled={loading}
64 |             >
65 |               {loading ? "Processing..." : mode === "login" ? "Login" : "Signup"}
66 |             </button>
67 |             {error && <p className="text-red-500 text-sm">{error}</p>}
68 |             {info && <p className="text-green-500 text-sm">{info}</p>}
69 |           </form>
70 |           <p className="text-sm mt-2">
71 |             {mode === "login" ? "Don't have an account?" : "Already have an account?"} {" "}
72 |             <button
73 |               className="text-blue-600 cursor-pointer"
74 |               onClick={() => setMode(mode === "login" ? "signup" : "login")}
75 |               disabled={loading}
76 |             >
77 |               {mode === "login" ? "Signup" : "Login"}
78 |             </button>
79 |           </p>
80 |         </div>
81 |       </div>
82 |     </div>
83 |   );
84 | }
85 | 


--------------------------------------------------------------------------------
/frontend/memx-frontend/app/page.js:
--------------------------------------------------------------------------------
 1 | export default function LandingPage() {
 2 |   return (
 3 |     <main className="min-h-screen px-6 py-12 max-w-3xl mx-auto text-gray-900 dark:text-gray-100 space-y-10">
 4 |       {/* Hero Section */}
 5 |       <section className="space-y-4 text-center">
 6 |         <h1 className="text-4xl font-bold">🧠 <span className="text-gray-900 dark:text-gray-100">memX</span></h1>
 7 |         <p className="text-lg text-gray-700 dark:text-gray-300">
 8 |           Real-time shared memory for multi-agent LLM systems: no chat, no controller.
 9 |         </p>
10 |         <p className="text-sm text-gray-500 dark:text-gray-400">
11 |           No setup. Free to use. Just shared memory between agents.
12 |         </p>
13 | 
14 |         <div className="space-x-4">
15 |           <a
16 |             href="/login"
17 |             className="inline-block px-4 py-2 bg-blue-600 text-white rounded hover:bg-blue-700"
18 |           >
19 |             Get Started
20 |           </a>
21 |           <a
22 |             href="https://github.com/MehulG/memX"
23 |             className="inline-block px-4 py-2 border border-blue-600 text-blue-600 dark:text-blue-400 rounded hover:bg-blue-50 dark:hover:bg-blue-900"
24 |           >
25 |             GitHub
26 |           </a>
27 |         </div>
28 |       </section>
29 | 
30 |       {/* Features */}
31 |       <section className="space-y-2">
32 |         <h2 className="text-2xl font-semibold">⚡ Why memX?</h2>
33 |         <ul className="list-disc list-inside space-y-1 text-gray-700 dark:text-gray-300">
34 |           <li>Real-time shared key-value store</li>
35 |           <li>Pub/Sub updates across agents</li>
36 |           <li>JSON Schema enforcement</li>
37 |           <li>API-key-based access control</li>
38 |         </ul>
39 |       </section>
40 | 
41 |       {/* Quickstart */}
42 |       <section className="space-y-2">
43 |         <h2 className="text-2xl font-semibold">🚀 Quickstart</h2>
44 |         <ol className="list-decimal list-inside space-y-1 text-gray-700 dark:text-gray-300">
45 |           <li>Install SDK: <code>pip install memx_sdk</code></li>
46 |           <li><a className="text-blue-600 dark:text-blue-400 underline" href="/login">Get your API key</a></li>
47 |           <li>Start coding:</li>
48 |         </ol>
49 |         <pre className="bg-gray-100 dark:bg-gray-800 p-3 rounded text-sm overflow-x-auto">
50 |           {`from memx_sdk import memxContext
51 | 
52 | ctx = memxContext(api_key="your_api_key")
53 | 
54 | ctx.set_schema("agent:goal", {
55 |   "type": "object",
56 |   "properties": {"x": {"type": "number"}, "y": {"type": "number"}},
57 |   "required": ["x", "y"]
58 | })
59 | 
60 | ctx.set("agent:goal", {"x": 1, "y": 7})
61 | print(ctx.get("agent:goal"))
62 | `}
63 |         </pre>
64 |       </section>
65 | 
66 |       {/* Agent Table */}
67 |       <section className="space-y-2">
68 |         <h2 className="text-2xl font-semibold">🧬 Example: Multi Agents, One Memory</h2>
69 |         <img
70 |           src="/example.gif"
71 |           alt="memX demo"
72 |         // className="w-full max-w-xl mx-auto rounded shadow"
73 |         />
74 | 
75 |       </section>
76 | 
77 | 
78 | 
79 |       {/* Use Cases */}
80 |       <section className="space-y-2">
81 |         <h2 className="text-2xl font-semibold">🌐 Use Cases</h2>
82 |         <ul className="list-disc list-inside space-y-1 text-gray-700 dark:text-gray-300">
83 |           <li>Autonomous research agents</li>
84 |           <li>LangGraph / CrewAI memory plugins</li>
85 |           <li>LLM workflows with persistent state</li>
86 |         </ul>
87 |       </section>
88 | 
89 |       {/* Footer */}
90 |       <footer className="pt-4 text-center text-sm text-gray-500 dark:text-gray-400">
91 |         Open source under MIT License.{" "}
92 |         <a href="https://github.com/MehulG/memX" className="text-blue-600 dark:text-blue-400 underline">GitHub</a>
93 |       </footer>
94 |     </main>
95 |   );
96 | }
97 | 


--------------------------------------------------------------------------------
/frontend/streamlit.py:
--------------------------------------------------------------------------------
  1 | # memX Streamlit Dashboard MVP
  2 | 
  3 | import streamlit as st
  4 | import secrets
  5 | import json
  6 | import time
  7 | import pandas as pd
  8 | from supabase import create_client, Client, ClientOptions
  9 | 
 10 | # --- Setup ---
 11 | SUPABASE_URL = st.secrets["SUPABASE_URL"]
 12 | SUPABASE_KEY = st.secrets["SUPABASE_SERVICE_KEY"]
 13 | 
 14 | # Initialize temporary client for login/signup
 15 | supabase: Client = create_client(SUPABASE_URL, SUPABASE_KEY)
 16 | 
 17 | # --- Auth (signup/login) ---
 18 | st.title("🔐 memX Dashboard")
 19 | if "session" not in st.session_state:
 20 |     st.session_state.session = None
 21 | if "auth_mode" not in st.session_state:
 22 |     st.session_state.auth_mode = "login"
 23 | 
 24 | st.sidebar.title("Account")
 25 | auth_mode = st.sidebar.radio("Select Mode", ["login", "signup"])
 26 | st.session_state.auth_mode = auth_mode
 27 | 
 28 | if not st.session_state.session:
 29 |     with st.form("Auth"):
 30 |         email = st.text_input("Email")
 31 |         password = st.text_input("Password", type="password")
 32 |         submitted = st.form_submit_button("Submit")
 33 |         if submitted:
 34 |             try:
 35 |                 if st.session_state.auth_mode == "login":
 36 |                     session = supabase.auth.sign_in_with_password({"email": email, "password": password})
 37 |                     st.session_state.session = session
 38 |                     st.success(f"Logged in as {email}")
 39 |                     time.sleep(1)
 40 |                     st.rerun()
 41 |                 else:
 42 |                     session = supabase.auth.sign_up({"email": email, "password": password})
 43 |                     st.success(f"Signed up as {email}. Please check your email to confirm.")
 44 |                     st.session_state.session = session
 45 |                     time.sleep(1)
 46 |                     st.rerun()
 47 |             except Exception as e:
 48 |                 st.error("{} failed: {}".format(st.session_state.auth_mode.capitalize(), str(e)))
 49 |     st.stop()
 50 | 
 51 | access_token = st.session_state.session.session.access_token
 52 | supabase = create_client(
 53 |     SUPABASE_URL,
 54 |     SUPABASE_KEY,
 55 |     options=ClientOptions(headers={"Authorization": f"Bearer {access_token}"})
 56 | )
 57 | 
 58 | user_id = st.session_state.session.user.id
 59 | user_prefix = user_id[:8]  # used to namespace scope keys
 60 | 
 61 | # --- API Key Viewer ---
 62 | st.header("🔑 Your API Keys")
 63 | st.caption(f"🔒 Namespace: `{user_prefix}` (automatically applied to all scopes)")
 64 | 
 65 | keys = supabase.table("api_keys").select("*").execute()
 66 | if keys.data:
 67 |     table_data = [
 68 |         {
 69 |             "Key": k["key"],
 70 |             "Read Scope": ", ".join(k["scopes"].get("read", [])),
 71 |             "Write Scope": ", ".join(k["scopes"].get("write", [])),
 72 |             "Created At": k["created_at"]
 73 |         }
 74 |         for k in keys.data
 75 |     ]
 76 |     df = pd.DataFrame(table_data)
 77 |     st.dataframe(df)
 78 | else:
 79 |     st.info("No keys found.")
 80 | 
 81 | # --- API Key Creator ---
 82 | st.header("➕ Create New API Key")
 83 | 
 84 | with st.form("create_key"):
 85 |     key_name = st.text_input("Name")
 86 |     read_scope = st.text_input("Read scope (comma-separated)", "agent:*")
 87 |     write_scope = st.text_input("Write scope (comma-separated)", "agent:goal")
 88 |     submit_key = st.form_submit_button("Create")
 89 | 
 90 |     if submit_key:
 91 |         api_key = secrets.token_hex(16)
 92 |         scopes = {
 93 |             "read": [f"{user_prefix}:{s.strip()}" for s in read_scope.split(",")],
 94 |             "write": [f"{user_prefix}:{s.strip()}" for s in write_scope.split(",")]
 95 |         }
 96 |         supabase.rpc("create_api_key", {
 97 |             "key_name": key_name,
 98 |             "key_value": api_key,
 99 |             "scopes": scopes,
100 |             "is_active": True
101 |         }).execute()
102 |         st.success("API Key Created: {}".format(api_key))
103 | 
104 | # --- Memory Viewer (Optional) ---
105 | # You could add polling here to connect to your FastAPI memX backend
106 | # and display live key-value state or pub/sub logs.
107 | 


--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
  1 | # 🧠 memX: Shared Memory for Multi-Agent LLM Systems
  2 | 
  3 | **memX** is an open-source real-time shared memory layer designed for agent-based systems powered by LLMs. It enables **coordination-first workflows** via:
  4 | 
  5 | * ⚡ Real-time CRDT-style state sync
  6 | * 📐 JSON Schema enforcement for data sanity
  7 | * 🔐 API-key-based access control
  8 | * 📣 Pub/Sub updates for reactive agents
  9 | 
 10 | ---
 11 | 
 12 | ## 🔍 What Problem Does memX Solve?
 13 | 
 14 | Modern multi-agent setups—whether using LangGraph, Autogen, or custom orchestration—lack a reliable way to **share evolving context** (state, goals, thoughts) between agents. memX provides a simple and secure memory layer that agents can read/write from in real-time — no message-passing or controller required.
 15 | 
 16 | ---
 17 | 
 18 | ## 🤖 Example: Collaborative LLM Agents Using memX
 19 | 
 20 | Three autonomous agents solving a research task, fully decentralized:
 21 | 
 22 | | Agent              | Behavior                                             |
 23 | | ------------------ | ---------------------------------------------------- |
 24 | | `QueryAgent`       | Seeds the research question + background context     |
 25 | | `ExplorerAgent`    | Adds search results + working notes                  |
 26 | | `SynthesizerAgent` | Summarizes the shared context into final insights    |
 27 | | `MonitorAgent`     | Logs real-time evolution of memory for observability |
 28 | 
 29 | > All communication flows through **shared keys** in memX — not through chat or a controller.
 30 | 
 31 | ![memX agent demo](./assets/example.gif)
 32 | 
 33 | ---
 34 | 
 35 | ## 🚀 Features at a Glance
 36 | 
 37 | ✅ Real-time memory sync (WebSocket)
 38 | 📬 Pub/Sub updates on change
 39 | 📐 Per-key JSON Schema validation
 40 | 🔐 Fine-grained ACLs via API keys
 41 | 🐍 Python SDK (`memx-sdk`) for easy integration
 42 | 🐳 Docker-compatible for local hosting or cloud deployment
 43 | 
 44 | ---
 45 | 
 46 | ## ⚡ Quickstart
 47 | 
 48 | ### 1. Install the SDK
 49 | 
 50 | ```bash
 51 | pip install memx-sdk
 52 | ```
 53 | 
 54 | ### 2. Generate an API Key
 55 | 
 56 | Visit: [mem-x.vercel.com](https://mem-x.vercel.com)
 57 | Generate scoped API keys with just a few clicks.
 58 | 
 59 | ### 3. Use in Python
 60 | 
 61 | ```python
 62 | from memx_sdk import memxContext
 63 | 
 64 | ctx = memxContext(api_key="your_api_key")
 65 | 
 66 | ctx.set_schema("agent:goal", {
 67 |   "type": "object",
 68 |   "properties": {"x": {"type": "number"}, "y": {"type": "number"}},
 69 |   "required": ["x", "y"]
 70 | })
 71 | 
 72 | ctx.set("agent:goal", {"x": 1, "y": 7})
 73 | print(ctx.get("agent:goal"))
 74 | ```
 75 | 
 76 | ---
 77 | 
 78 | ## 🧰 Running memX Locally
 79 | 
 80 | ### Option 1: Dev Server
 81 | 
 82 | ```bash
 83 | uvicorn main:app --reload
 84 | ```
 85 | 
 86 | ### Option 2: Docker
 87 | 
 88 | ```bash
 89 | docker-compose up --build
 90 | ```
 91 | 
 92 | Swagger docs: [http://localhost:8000/docs](http://localhost:8000/docs)
 93 | 
 94 | ---
 95 | 
 96 | ## 🔑 API Key Management
 97 | 
 98 | ### Hosted
 99 | 
100 | 1. Log in at [mem-x.vercel.com](https://mem-x.vercel.com)
101 | 2. Generate API keys with scoped access control
102 | 
103 | ### Local Config
104 | 
105 | Edit `config/acl.json` to define access scopes:
106 | 
107 | ```json
108 | {
109 |   "agent_key_1": ["agent:*"],
110 |   "planner_key": ["agent:goal"]
111 | }
112 | ```
113 | 
114 | ---
115 | 
116 | ## 📐 Define Schemas (Optional but Recommended)
117 | 
118 | Set schema for a key via API:
119 | 
120 | ```bash
121 | POST /schema
122 | Headers: x-api-key: your_key
123 | Body:
124 | {
125 |   "key": "agent:state",
126 |   "schema": {
127 |     "type": "object",
128 |     "properties": {"x": {"type": "number"}, "y": {"type": "number"}},
129 |     "required": ["x", "y"]
130 |   }
131 | }
132 | ```
133 | 
134 | Or via SDK:
135 | 
136 | ```python
137 | ctx.set_schema("agent:state", schema_dict)
138 | ```
139 | 
140 | ---
141 | 
142 | ## 🗂 Project Structure
143 | 
144 | ```
145 | core/       # FastAPI + WebSocket backend
146 | sdk/        # Python SDK (pip installable)
147 | config/     # Access control & schemas
148 | examples/   # LLM agent integration demos
149 | ```
150 | 
151 | ---
152 | 
153 | ## 🌐 Use Cases
154 | 
155 | * LangGraph / Autogen workflows with shared memory
156 | * Autonomous research or planning agents
157 | * IoT / robotics with real-time state coordination
158 | * Any multi-agent system needing structured memory
159 | 
160 | ---
161 | 
162 | ## 📣 Join Us
163 | 
164 | memX is built for developers pushing the frontier of multi-agent systems.
165 | Explore the SDK, try out agent demos, and contribute!
166 | 
167 | ---
168 | 


--------------------------------------------------------------------------------
/requirements.txt:
--------------------------------------------------------------------------------
 1 | aiohappyeyeballs==2.6.1 ; python_version >= "3.12" and python_version < "4.0"
 2 | aiohttp==3.12.13 ; python_version >= "3.12" and python_version < "4.0"
 3 | aiosignal==1.3.2 ; python_version >= "3.12" and python_version < "4.0"
 4 | altair==5.5.0 ; python_version >= "3.12" and python_version < "4.0"
 5 | annotated-types==0.7.0 ; python_version >= "3.12" and python_version < "4.0"
 6 | anyio==4.9.0 ; python_version >= "3.12" and python_version < "4.0"
 7 | attrs==25.3.0 ; python_version >= "3.12" and python_version < "4.0"
 8 | blinker==1.9.0 ; python_version >= "3.12" and python_version < "4.0"
 9 | cachetools==6.1.0 ; python_version >= "3.12" and python_version < "4.0"
10 | certifi==2025.4.26 ; python_version >= "3.12" and python_version < "4.0"
11 | charset-normalizer==3.4.2 ; python_version >= "3.12" and python_version < "4.0"
12 | click==8.2.1 ; python_version >= "3.12" and python_version < "4.0"
13 | colorama==0.4.6 ; python_version >= "3.12" and python_version < "4.0" and (platform_system == "Windows" or sys_platform == "win32")
14 | deprecation==2.1.0 ; python_version >= "3.12" and python_version < "4.0"
15 | dnspython==2.7.0 ; python_version >= "3.12" and python_version < "4.0"
16 | email-validator==2.2.0 ; python_version >= "3.12" and python_version < "4.0"
17 | fastapi-cli==0.0.7 ; python_version >= "3.12" and python_version < "4.0"
18 | fastapi==0.115.12 ; python_version >= "3.12" and python_version < "4.0"
19 | frozenlist==1.7.0 ; python_version >= "3.12" and python_version < "4.0"
20 | gitdb==4.0.12 ; python_version >= "3.12" and python_version < "4.0"
21 | gitpython==3.1.44 ; python_version >= "3.12" and python_version < "4.0"
22 | gotrue==2.12.0 ; python_version >= "3.12" and python_version < "4.0"
23 | h11==0.16.0 ; python_version >= "3.12" and python_version < "4.0"
24 | h2==4.2.0 ; python_version >= "3.12" and python_version < "4.0"
25 | hpack==4.1.0 ; python_version >= "3.12" and python_version < "4.0"
26 | httpcore==1.0.9 ; python_version >= "3.12" and python_version < "4.0"
27 | httptools==0.6.4 ; python_version >= "3.12" and python_version < "4.0"
28 | httpx==0.28.1 ; python_version >= "3.12" and python_version < "4.0"
29 | hyperframe==6.1.0 ; python_version >= "3.12" and python_version < "4.0"
30 | idna==3.10 ; python_version >= "3.12" and python_version < "4.0"
31 | iniconfig==2.1.0 ; python_version >= "3.12" and python_version < "4.0"
32 | itsdangerous==2.2.0 ; python_version >= "3.12" and python_version < "4.0"
33 | jinja2==3.1.6 ; python_version >= "3.12" and python_version < "4.0"
34 | jsonschema-specifications==2025.4.1 ; python_version >= "3.12" and python_version < "4.0"
35 | jsonschema==4.24.0 ; python_version >= "3.12" and python_version < "4.0"
36 | markdown-it-py==3.0.0 ; python_version >= "3.12" and python_version < "4.0"
37 | markupsafe==3.0.2 ; python_version >= "3.12" and python_version < "4.0"
38 | mdurl==0.1.2 ; python_version >= "3.12" and python_version < "4.0"
39 | multidict==6.5.0 ; python_version >= "3.12" and python_version < "4.0"
40 | narwhals==1.44.0 ; python_version >= "3.12" and python_version < "4.0"
41 | numpy==2.3.1 ; python_version >= "3.12" and python_version < "4.0"
42 | orjson==3.10.18 ; python_version >= "3.12" and python_version < "4.0"
43 | packaging==25.0 ; python_version >= "3.12" and python_version < "4.0"
44 | pandas==2.3.0 ; python_version >= "3.12" and python_version < "4.0"
45 | pillow==11.2.1 ; python_version >= "3.12" and python_version < "4.0"
46 | pluggy==1.6.0 ; python_version >= "3.12" and python_version < "4.0"
47 | postgrest==1.0.2 ; python_version >= "3.12" and python_version < "4.0"
48 | propcache==0.3.2 ; python_version >= "3.12" and python_version < "4.0"
49 | protobuf==6.31.1 ; python_version >= "3.12" and python_version < "4.0"
50 | pyarrow==20.0.0 ; python_version >= "3.12" and python_version < "4.0"
51 | pydantic-core==2.33.2 ; python_version >= "3.12" and python_version < "4.0"
52 | pydantic-extra-types==2.10.5 ; python_version >= "3.12" and python_version < "4.0"
53 | pydantic-settings==2.9.1 ; python_version >= "3.12" and python_version < "4.0"
54 | pydantic==2.11.7 ; python_version >= "3.12" and python_version < "4.0"
55 | pydeck==0.9.1 ; python_version >= "3.12" and python_version < "4.0"
56 | pygments==2.19.1 ; python_version >= "3.12" and python_version < "4.0"
57 | pyjwt==2.10.1 ; python_version >= "3.12" and python_version < "4.0"
58 | pytest-mock==3.14.1 ; python_version >= "3.12" and python_version < "4.0"
59 | pytest==8.4.1 ; python_version >= "3.12" and python_version < "4.0"
60 | python-dateutil==2.9.0.post0 ; python_version >= "3.12" and python_version < "4.0"
61 | python-dotenv==1.1.0 ; python_version >= "3.12" and python_version < "4.0"
62 | python-multipart==0.0.20 ; python_version >= "3.12" and python_version < "4.0"
63 | pytz==2025.2 ; python_version >= "3.12" and python_version < "4.0"
64 | pyyaml==6.0.2 ; python_version >= "3.12" and python_version < "4.0"
65 | realtime==2.4.3 ; python_version >= "3.12" and python_version < "4.0"
66 | referencing==0.36.2 ; python_version >= "3.12" and python_version < "4.0"
67 | requests==2.32.4 ; python_version >= "3.12" and python_version < "4.0"
68 | rich-toolkit==0.14.7 ; python_version >= "3.12" and python_version < "4.0"
69 | rich==14.0.0 ; python_version >= "3.12" and python_version < "4.0"
70 | rpds-py==0.25.1 ; python_version >= "3.12" and python_version < "4.0"
71 | shellingham==1.5.4 ; python_version >= "3.12" and python_version < "4.0"
72 | six==1.17.0 ; python_version >= "3.12" and python_version < "4.0"
73 | smmap==5.0.2 ; python_version >= "3.12" and python_version < "4.0"
74 | sniffio==1.3.1 ; python_version >= "3.12" and python_version < "4.0"
75 | starlette==0.46.2 ; python_version >= "3.12" and python_version < "4.0"
76 | storage3==0.11.3 ; python_version >= "3.12" and python_version < "4.0"
77 | streamlit==1.46.0 ; python_version >= "3.12" and python_version < "4.0"
78 | strenum==0.4.15 ; python_version >= "3.12" and python_version < "4.0"
79 | supabase==2.15.3 ; python_version >= "3.12" and python_version < "4.0"
80 | supafunc==0.9.4 ; python_version >= "3.12" and python_version < "4.0"
81 | tenacity==9.1.2 ; python_version >= "3.12" and python_version < "4.0"
82 | toml==0.10.2 ; python_version >= "3.12" and python_version < "4.0"
83 | tornado==6.5.1 ; python_version >= "3.12" and python_version < "4.0"
84 | typer==0.16.0 ; python_version >= "3.12" and python_version < "4.0"
85 | typing-extensions==4.14.0 ; python_version >= "3.12" and python_version < "4.0"
86 | typing-inspection==0.4.1 ; python_version >= "3.12" and python_version < "4.0"
87 | tzdata==2025.2 ; python_version >= "3.12" and python_version < "4.0"
88 | ujson==5.10.0 ; python_version >= "3.12" and python_version < "4.0"
89 | urllib3==2.4.0 ; python_version >= "3.12" and python_version < "4.0"
90 | uvicorn==0.34.3 ; python_version >= "3.12" and python_version < "4.0"
91 | uvloop==0.21.0 ; python_version >= "3.12" and python_version < "4.0" and sys_platform != "win32" and sys_platform != "cygwin" and platform_python_implementation != "PyPy"
92 | watchdog==6.0.0 ; python_version >= "3.12" and python_version < "4.0" and platform_system != "Darwin"
93 | watchfiles==1.0.5 ; python_version >= "3.12" and python_version < "4.0"
94 | websockets==14.2 ; python_version >= "3.12" and python_version < "4.0"
95 | yarl==1.20.1 ; python_version >= "3.12" and python_version < "4.0"
96 | 


--------------------------------------------------------------------------------
/sdk/poetry.lock:
--------------------------------------------------------------------------------
  1 | # This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
  2 | 
  3 | [[package]]
  4 | name = "anyio"
  5 | version = "4.5.2"
  6 | description = "High level compatibility layer for multiple asynchronous event loop implementations"
  7 | optional = false
  8 | python-versions = ">=3.8"
  9 | groups = ["main"]
 10 | files = [
 11 |     {file = "anyio-4.5.2-py3-none-any.whl", hash = "sha256:c011ee36bc1e8ba40e5a81cb9df91925c218fe9b778554e0b56a21e1b5d4716f"},
 12 |     {file = "anyio-4.5.2.tar.gz", hash = "sha256:23009af4ed04ce05991845451e11ef02fc7c5ed29179ac9a420e5ad0ac7ddc5b"},
 13 | ]
 14 | 
 15 | [package.dependencies]
 16 | exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 17 | idna = ">=2.8"
 18 | sniffio = ">=1.1"
 19 | typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
 20 | 
 21 | [package.extras]
 22 | doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
 23 | test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21.0b1) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\""]
 24 | trio = ["trio (>=0.26.1)"]
 25 | 
 26 | [[package]]
 27 | name = "certifi"
 28 | version = "2025.6.15"
 29 | description = "Python package for providing Mozilla's CA Bundle."
 30 | optional = false
 31 | python-versions = ">=3.7"
 32 | groups = ["main"]
 33 | files = [
 34 |     {file = "certifi-2025.6.15-py3-none-any.whl", hash = "sha256:2e0c7ce7cb5d8f8634ca55d2ba7e6ec2689a2fd6537d8dec1296a477a4910057"},
 35 |     {file = "certifi-2025.6.15.tar.gz", hash = "sha256:d747aa5a8b9bbbb1bb8c22bb13e22bd1f18e9796defa16bab421f7f7a317323b"},
 36 | ]
 37 | 
 38 | [[package]]
 39 | name = "exceptiongroup"
 40 | version = "1.3.0"
 41 | description = "Backport of PEP 654 (exception groups)"
 42 | optional = false
 43 | python-versions = ">=3.7"
 44 | groups = ["main"]
 45 | markers = "python_version < \"3.11\""
 46 | files = [
 47 |     {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"},
 48 |     {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"},
 49 | ]
 50 | 
 51 | [package.dependencies]
 52 | typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.13\""}
 53 | 
 54 | [package.extras]
 55 | test = ["pytest (>=6)"]
 56 | 
 57 | [[package]]
 58 | name = "h11"
 59 | version = "0.16.0"
 60 | description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 61 | optional = false
 62 | python-versions = ">=3.8"
 63 | groups = ["main"]
 64 | files = [
 65 |     {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"},
 66 |     {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"},
 67 | ]
 68 | 
 69 | [[package]]
 70 | name = "hatchling"
 71 | version = "1.27.0"
 72 | description = "Modern, extensible Python build backend"
 73 | optional = false
 74 | python-versions = ">=3.8"
 75 | groups = ["main"]
 76 | files = [
 77 |     {file = "hatchling-1.27.0-py3-none-any.whl", hash = "sha256:d3a2f3567c4f926ea39849cdf924c7e99e6686c9c8e288ae1037c8fa2a5d937b"},
 78 |     {file = "hatchling-1.27.0.tar.gz", hash = "sha256:971c296d9819abb3811112fc52c7a9751c8d381898f36533bb16f9791e941fd6"},
 79 | ]
 80 | 
 81 | [package.dependencies]
 82 | packaging = ">=24.2"
 83 | pathspec = ">=0.10.1"
 84 | pluggy = ">=1.0.0"
 85 | tomli = {version = ">=1.2.2", markers = "python_version < \"3.11\""}
 86 | trove-classifiers = "*"
 87 | 
 88 | [[package]]
 89 | name = "httpcore"
 90 | version = "1.0.9"
 91 | description = "A minimal low-level HTTP client."
 92 | optional = false
 93 | python-versions = ">=3.8"
 94 | groups = ["main"]
 95 | files = [
 96 |     {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"},
 97 |     {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"},
 98 | ]
 99 | 
100 | [package.dependencies]
101 | certifi = "*"
102 | h11 = ">=0.16"
103 | 
104 | [package.extras]
105 | asyncio = ["anyio (>=4.0,<5.0)"]
106 | http2 = ["h2 (>=3,<5)"]
107 | socks = ["socksio (==1.*)"]
108 | trio = ["trio (>=0.22.0,<1.0)"]
109 | 
110 | [[package]]
111 | name = "httpx"
112 | version = "0.28.1"
113 | description = "The next generation HTTP client."
114 | optional = false
115 | python-versions = ">=3.8"
116 | groups = ["main"]
117 | files = [
118 |     {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
119 |     {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
120 | ]
121 | 
122 | [package.dependencies]
123 | anyio = "*"
124 | certifi = "*"
125 | httpcore = "==1.*"
126 | idna = "*"
127 | 
128 | [package.extras]
129 | brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
130 | cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
131 | http2 = ["h2 (>=3,<5)"]
132 | socks = ["socksio (==1.*)"]
133 | zstd = ["zstandard (>=0.18.0)"]
134 | 
135 | [[package]]
136 | name = "idna"
137 | version = "3.10"
138 | description = "Internationalized Domain Names in Applications (IDNA)"
139 | optional = false
140 | python-versions = ">=3.6"
141 | groups = ["main"]
142 | files = [
143 |     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
144 |     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
145 | ]
146 | 
147 | [package.extras]
148 | all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
149 | 
150 | [[package]]
151 | name = "packaging"
152 | version = "25.0"
153 | description = "Core utilities for Python packages"
154 | optional = false
155 | python-versions = ">=3.8"
156 | groups = ["main"]
157 | files = [
158 |     {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
159 |     {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
160 | ]
161 | 
162 | [[package]]
163 | name = "pathspec"
164 | version = "0.12.1"
165 | description = "Utility library for gitignore style pattern matching of file paths."
166 | optional = false
167 | python-versions = ">=3.8"
168 | groups = ["main"]
169 | files = [
170 |     {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
171 |     {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
172 | ]
173 | 
174 | [[package]]
175 | name = "pluggy"
176 | version = "1.5.0"
177 | description = "plugin and hook calling mechanisms for python"
178 | optional = false
179 | python-versions = ">=3.8"
180 | groups = ["main"]
181 | files = [
182 |     {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
183 |     {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
184 | ]
185 | 
186 | [package.extras]
187 | dev = ["pre-commit", "tox"]
188 | testing = ["pytest", "pytest-benchmark"]
189 | 
190 | [[package]]
191 | name = "sniffio"
192 | version = "1.3.1"
193 | description = "Sniff out which async library your code is running under"
194 | optional = false
195 | python-versions = ">=3.7"
196 | groups = ["main"]
197 | files = [
198 |     {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
199 |     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
200 | ]
201 | 
202 | [[package]]
203 | name = "tomli"
204 | version = "2.2.1"
205 | description = "A lil' TOML parser"
206 | optional = false
207 | python-versions = ">=3.8"
208 | groups = ["main"]
209 | markers = "python_version < \"3.11\""
210 | files = [
211 |     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
212 |     {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
213 |     {file = "tomli-2.2.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ece47d672db52ac607a3d9599a9d48dcb2f2f735c6c2d1f34130085bb12b112a"},
214 |     {file = "tomli-2.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6972ca9c9cc9f0acaa56a8ca1ff51e7af152a9f87fb64623e31d5c83700080ee"},
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219 |     {file = "tomli-2.2.1-cp311-cp311-win32.whl", hash = "sha256:465af0e0875402f1d226519c9904f37254b3045fc5084697cefb9bdde1ff99ff"},
220 |     {file = "tomli-2.2.1-cp311-cp311-win_amd64.whl", hash = "sha256:2d0f2fdd22b02c6d81637a3c95f8cd77f995846af7414c5c4b8d0545afa1bc4b"},
221 |     {file = "tomli-2.2.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:4a8f6e44de52d5e6c657c9fe83b562f5f4256d8ebbfe4ff922c495620a7f6cea"},
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244 | 
245 | [[package]]
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247 | version = "2025.5.9.12"
248 | description = "Canonical source for classifiers on PyPI (pypi.org)."
249 | optional = false
250 | python-versions = "*"
251 | groups = ["main"]
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256 | 
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260 | description = "Backported and Experimental Type Hints for Python 3.8+"
261 | optional = false
262 | python-versions = ">=3.8"
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269 | 
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365 | 
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368 | python-versions = ">=3.8"
369 | content-hash = "79368ff0df91343e168832d4f749fac1cc63e5c82c57915a1f1f0528ca9298f7"
370 | 


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