https://github.com/pashpashpash/python-rag-scaffold
A comprehensive RAG FastAPI service that handles document uploads and retrievals, built with Python. Uses PyMuPDF for document processing, turbopuffer for vector storage, OpenAI for models, and cohere for reranking.
https://github.com/pashpashpash/python-rag-scaffold
boilerplate cohere cohere-ai cosine-similarity embeddings fastapi observability openai python rag rerank reranker retrieval-augmented-generation template turbopuffer uvicorn vault-ai vector vector-database vector-embeddings
Last synced: 9 months ago
JSON representation
A comprehensive RAG FastAPI service that handles document uploads and retrievals, built with Python. Uses PyMuPDF for document processing, turbopuffer for vector storage, OpenAI for models, and cohere for reranking.
- Host: GitHub
- URL: https://github.com/pashpashpash/python-rag-scaffold
- Owner: pashpashpash
- Created: 2024-07-08T12:29:32.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-09-23T06:30:28.000Z (over 1 year ago)
- Last Synced: 2025-06-12T04:43:54.668Z (12 months ago)
- Topics: boilerplate, cohere, cohere-ai, cosine-similarity, embeddings, fastapi, observability, openai, python, rag, rerank, reranker, retrieval-augmented-generation, template, turbopuffer, uvicorn, vault-ai, vector, vector-database, vector-embeddings
- Language: Python
- Homepage: http://vault77.ai
- Size: 39.1 KB
- Stars: 4
- Watchers: 3
- Forks: 2
- Open Issues: 0