metadata

title: FastAPI RAG API
emoji: 🧠
colorFrom: indigo
colorTo: blue
sdk: fastapi
app_file: app/api.py
pinned: false

FastAPI RAG API

Minimal backend for RAG (FastAPI + FAISS + Sentence-Transformers). Open /docs for the interactive API.

Live

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 optional 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 • GET /get_history • POST /reset_index

Stack

FastAPI · sentence-transformers · FAISS · pypdf · Hugging Face Spaces