An AI-powered RAG (Retrieval-Augmented Generation) web app that lets you chat with your JavaScript codebase using OpenAI's GPT and vector embeddings.

• 🤖 AI Code Analysis - Chat with ChatGPT about your code
• 🔍 Semantic Search - Uses cosine similarity to find relevant code segments
• 📦 Codebase Upload - Upload JavaScript projects via .zip file URLs
• 💾 Session Persistence - Conversation history cached in Redis
• 🎯 RAG Pipeline - Retrieves relevant code context before generating responses

• Frontend: Next.js, React, TailwindCSS
• Backend: Next.js API Routes
• LLM: OpenAI GPT-4
• Vector DB: Pinecone
• Cache: Redis
• Code Parsing: Tree-sitter

• Node.js 16+
• npm or yarn
• OpenAI API key (with billing enabled)
• Pinecone API key
• Redis instance (Redis Cloud recommended)

1. Clone or download this repository

2. Install dependencies

   npm install

3. Create .env.local with your API keys:

   OPENAI_API_KEY=sk-proj-...
   PINECONE_API_KEY=pcsk_...
   REDIS_HOST=your-redis-host.com
   REDIS_PORT=10420
   REDIS_PASSWORD=your-password
   NEXT_PUBLIC_URL=http://localhost:3000

4. Run development server

   npm run dev

5. Open http://localhost:3000 in your browser

1. Paste a direct link to a .zip file in the top input box
2. The app will download, extract, and index your JavaScript files
3. Embeddings are generated and stored in Pinecone

• Regular messages: Press Enter to chat with ChatGPT
• Query codebase: Click Query codebase button to:
  • Find the 3 most relevant code segments using cosine similarity
  • Include those segments in the ChatGPT context
  • Get an informed answer about your code

• Currently supports JavaScript (.js) files only
• One codebase per session (upload a new one to replace the current)

src/
├── app/
│   ├── chat/route.js           # Chat endpoint
│   ├── config/                 # Configuration files
│   ├── database/               # Database & embedding services
│   ├── codebase/route.js       # Codebase upload/query endpoint
│   └── page.js                 # Main page
├── components/                 # React components
└── utils/                      # Utility functions

• POST /chat - Send a message to ChatGPT
• POST /codebase - Upload a codebase
• GET /codebase - Get current codebase info
• DELETE /codebase - Remove current codebase
• GET /config/seed - Seed database configuration

• Only JavaScript files are indexed
• One codebase per session
• Requires active OpenAI billing
• Tree-sitter parsing limited to JavaScript syntax

• Support for multiple programming languages
• Multi-codebase session support
• Custom system prompts
• Code summary generation
• Performance optimizations

MIT

For issues or questions, check the OpenAI Docs or Pinecone Docs.