coleam00/
Hybrid RAG AI Agent built with MongoDB, Pydantic AI, and Docling - combines semantic and text search with reciprocal rank fusion.
by Cole Medin Python 62 forks Created Dec 2025 View on GitHub
- Stars
- 117
- <1% of coleam00's stars
- Rank
- #429,663
- of 852,045 repos, top 51%
- In Python
- #85,424
- of 173,300 repos, top 50%
Among 852,045 repos
100–160 stars: 155,515 repos, including MongoDB-RAG-Agent
top 50%top 10%top 1%top 0.1% 
Stars along the bottom, and repos in each band on a log scale
Quick stats
- Next rank
- +1 star to reach #426,770
- Next milestone
- +2 stars to reach the top 50%
- Popular
- One of 490,720 repos with 100+ stars