---
title: QA RAG FastAPI
emoji: 🤖
colorFrom: blue
colorTo: purple
sdk: docker
app_file: Dockerfile
pinned: false
---

# QA RAG FastAPI

A Retrieval-Augmented Generation (RAG) Question Answering system built with FastAPI.

## Features
- Semantic chunking
- Hugging Face embeddings
- Hugging Face Inference API
- SQLite (no vector DB)
- Confidence + evidence-based answers

## API Endpoints
- `POST /ingest`
- `POST /ask`
- `GET /health`