---
title: Document Intelligence Chat
emoji: 📄
colorFrom: indigo
colorTo: blue
sdk: docker
app_port: 8000
pinned: false
---

# Document Intelligence & Chat Assistant

RAG over your uploaded documents — OCR + Qdrant (vectors) + MongoDB (metadata,
optional) + Claude via OpenRouter. Upload a PDF/DOCX/image/text file and ask
questions; answers are grounded in your documents with source citations.

Open the Space and use the web UI, or hit the API at `/docs`.

Configure these as **Space → Settings → Secrets**: `OPENROUTER_API_KEY`,
`QDRANT_URL`, `QDRANT_API_KEY`, and (optional) `MONGODB_URI`.