FastAPI RAG API

Live demo

API (HF Space): https://huggingface.co/spaces/HamidOmarov/FastAPI-RAG-API
Dashboard (HF Space): https://huggingface.co/spaces/HamidOmarov/RAG-Dashboard

What it does

Ask questions about your PDFs using vector search (FAISS) + sentence embeddings. Robust to numeric/table-heavy docs, with AZ>EN translation and fallbacks.

Quick test

curl -F "[email protected]" https:///upload_pdf curl -H "Content-Type: application/json" ^ -d "{"question":"What is the document about?","top_k":5}" https:///ask_question

Ops

GET /health - GET /stats - POST /reset_index

Stack

FastAPI � FAISS � sentence-transformers � pdfminer.six � Hugging Face Spaces