README.md

metadata

title: Ragora Server
emoji: 📚
colorFrom: purple
colorTo: blue
sdk: docker
pinned: false
license: mit
app_port: 7860

Ragora Server

Backend API for Ragora - RAG-based document chat system.

Features

• 📄 Document upload and processing (PDF, DOCX)
• 🔍 Vector-based semantic search
• 💬 AI-powered chat with documents
• 🔐 Clerk authentication
• 🏢 Multi-tenant support

API Documentation

Once deployed, visit /docs for interactive API documentation.

Environment Variables

Configure these in your Space settings:

• GROQ_API_KEY - Your Groq API key
• CLERK_SECRET_KEY - Your Clerk secret key
• CLERK_JWKS_URL - Your Clerk JWKS URL
• DATABASE_URL - PostgreSQL connection string
• QDRANT_HOST - Qdrant host
• MINIO_ENDPOINT - MinIO endpoint

Tech Stack

• FastAPI
• PostgreSQL
• Qdrant (Vector DB)
• MinIO (Storage)
• Groq (LLM)
• Clerk (Auth)