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notadev-iamaura

notadev-iamaura/OneRAG

PythonMITactiverising
91Health

Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenAI-compatible API. 2100+ tests.

Stars124
Forks38
Open Issues0
Contributors38
Last Push0d ago

Health Breakdown

Activity
25
Community
25
Maintenance
17
Popularity
24
#chatbot#chromadb#fastapi#graphrag#hybrid-search#korean-nlp#langchain-alternative#llm#ollama#openai-compatible#pinecone#production-ready#python#qdrant#rag#rag-framework#reranker#retrieval-augmented-generation#vector-database#weaviate
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Should you contribute to notadev-iamaura/OneRAG?

notadev-iamaura/OneRAG has a FoundDev health score of 91/100, which puts it in the active-and-maintained tier. The maintainer team is shipping recently, issues are being closed, and a PR you open this week has a realistic chance of being reviewed.

Last push was 0 days ago — that signals an actively maintained project. New issues are likely to get a maintainer response within days. The project is written primarily in Python, so prior Python experience will shorten ramp-up.

Licensed under MIT, a standard OSI-approved license — safe to contribute to under normal employer IP policies.

Community

notadev-iamaura91

Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenAI-compatible API. 2100+ tests.

activerising
12438 contributors
0d ago

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