Discord RAG Bot with LLM Integration

A Discord bot with RAG (Retrieval Augmented Generation) capabilities powered by OpenAI, Google Gemini, and Anthropic Claude Upload documents and get AI-powered responses through Discord commands with enterprise-grade security.

ps: if you find any flaw feel free to file an issue or pr :D

What This Example Shows

Deploy 7 interconnected services in 60 seconds:

┌─────────────┐     ┌─────────────┐     ┌─────────────┐
│   Qdrant    │     │ PostgreSQL  │     │   Valkey    │
│ (vectors)   │     │ (metadata)  │     │  (cache)    │
└─────────────┘     └─────────────┘     └─────────────┘
       ↑                    ↑                    ↑
       └────────────────────┼────────────────────┘
                           │
┌─────────────┐     ┌─────────────┐     ┌─────────────┐
│  FastAPI    │────▶│    NATS     │────▶│   Worker    │
│   (API)     │     │  (queue)    │     │ (processor) │
└─────────────┘     └─────────────┘     └─────────────┘
       ↑                                         │
       │                                         ▼
┌─────────────┐                         ┌─────────────┐
│ Discord Bot │                         │     S3      │
│  (client)   │                         │  (storage)  │
└─────────────┘                         └─────────────┘

Discord Commands

Document Management

• !add / !upload - Upload a document (attach file to message)
• !list / !docs - List your uploaded documents
• !delete <id> - Delete a document by ID

Search & AI Commands

• !ask <query> - Search documents (react with 🤖🧠🔬 for AI enhancement)
• !openai <query> / !gpt <query> - Search with OpenAI GPT
• !gemini <query> / !google <query> - Search with Google Gemini
• !claude <query> / !anthropic <query> - Search with Anthropic Claude

System Commands

• !status - Check system health
• !help - Show help message

How to Use AI Features

1. Basic Search: Use !ask <your question> to search your documents
2. AI Enhancement: React to search results with:
   • 🤖 for OpenAI GPT analysis
   • 🧠 for Google Gemini insights
   • 🔬 for Anthropic Claude responses
3. Direct AI Search: Use !openai, !gemini, or !claude for immediate AI-enhanced responses