https://github.com/mukundakatta/rag-knowledge-base
RAG knowledge base with FastAPI, ChromaDB, and Claude API streaming with citations
https://github.com/mukundakatta/rag-knowledge-base
ai api claude fastapi rag typescript
Last synced: 2 months ago
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RAG knowledge base with FastAPI, ChromaDB, and Claude API streaming with citations
- Host: GitHub
- URL: https://github.com/mukundakatta/rag-knowledge-base
- Owner: MukundaKatta
- License: mit
- Created: 2026-03-17T23:31:30.000Z (3 months ago)
- Default Branch: main
- Last Pushed: 2026-04-21T18:09:38.000Z (2 months ago)
- Last Synced: 2026-04-21T20:25:21.549Z (2 months ago)
- Topics: ai, api, claude, fastapi, rag, typescript
- Language: TypeScript
- Size: 46.9 KB
- Stars: 0
- Watchers: 0
- Forks: 1
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# RAG Knowledge Base
Retrieval-Augmented Generation knowledge base with vector search and AI-powered responses.
## About
RAG Knowledge Base is a document-grounded AI application that combines vector search with large language models to answer questions from your own data. It ingests documents, stores embeddings in a vector database, and retrieves relevant context to generate accurate, cited responses.
## Tech Stack
- Python, FastAPI
- ChromaDB (vector storage)
- Claude API
- React (frontend)
## Status
Active development - core architecture and project structure established.