Python · MIT
notadev-iamaura/OneRAG
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.
★ 125
Stars
41 forks · 21 open issues
flat
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
21.0
Momentum / 100
see the breakdown below
10mo ago
Created
last push 3d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 0.0 | flat, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 15.0 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 6.1 | 125 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 21.0 | sum of the above |
Detail
| Topics | chatbotchromadbfastapigraphraghybrid-searchkorean-nlplangchain-alternativellmollamaopenai-compatiblepineconeproduction-readypythonqdrantragrag-frameworkrerankerretrieval-augmented-generationvector-databaseweaviate |
| Matched on | RAG (retrieval-augmented-generation, vector-database) |
| Short window | +0 stars over 7 days = 0.0/day |
| Long window | +-1 stars over 26 days = 0.0/day |
| Lifetime average | 0.41 stars/day over 307 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |