| | --- |
| | title: Template Final Assignment |
| | emoji: 🕵🏻♂️ |
| | colorFrom: indigo |
| | colorTo: indigo |
| | sdk: gradio |
| | sdk_version: 5.25.2 |
| | app_file: app.py |
| | pinned: false |
| | hf_oauth: true |
| | |
| | hf_oauth_expiration_minutes: 480 |
| | --- |
| | |
| |
|
| | # 🧠 AI RAG Agent - Final Project (LangGraph + Supabase) |
| |
|
| | This project is a Retrieval-Augmented Generation (RAG) agent built using **LangGraph**, **LangChain**, and **Supabase** as a vector store. |
| | It allows users to query a custom knowledge base hosted in their own Supabase instance. |
| |
|
| | --- |
| |
|
| | ## 📋 Features |
| |
|
| | - 🔎 RAG: Use your Supabase + FAISS for retrieval |
| | - 🤖 LLM-powered: Gemini or other models via LangChain |
| | - 🌐 Optional web search fallback (Tavily or Arxiv) |
| | - 🔒 Keep your API keys secure with private `.env` |
| |
|
| | --- |
| |
|
| | ## 🚀 How to Use |
| |
|
| | ### 1. Clone this Space |
| |
|
| | Click the **"Duplicate Space"** button at the top-right to create your own copy. |
| |
|
| | --- |
| |
|
| | ### 2. Configure `.env` Variables |
| |
|
| | Inside your cloned Space, go to the **"Files"** tab, create a file named `.env`, and add the following variables: |
| |
|
| | ```env |
| | SUPABASE_URL=your_supabase_url |
| | SUPABASE_SERVICE_KEY=your_supabase_service_key |
| | GOOGLE_API_KEY=your_google_api_key |
| | TAVILY_API_KEY=your_tavily_api_key # optional if using Tavily tool |
| | |
| | |
| | Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference |
