FastAPI RAG Chatbot

  • Tech Stack: FastAPI, Python, vector store, LLM, Retrieval-Augmented Generation
  • Github URL: Project Link

A Retrieval-Augmented Generation service built on FastAPI. Documents are chunked, embedded, and stored in a vector index; at query time the most relevant chunks are retrieved and passed to a large language model as grounding context.

This keeps answers anchored to the source material and cuts hallucination, exposing a clean API for document ingestion and question answering that other apps can build on.