---
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)