# coleam00/MongoDB-RAG-Agent

<https://repo.masters-masters.com/en/repos/coleam00/MongoDB-RAG-Agent>

[Home](https://repo.masters-masters.com/en) › [coleam00](https://repo.masters-masters.com/en/owners/coleam00) › [MongoDB-RAG-Agent](https://repo.masters-masters.com/en/repos/coleam00/MongoDB-RAG-Agent)

coleam00/MongoDB-RAG-Agent has 117 stars on GitHub. Its RepoMasters card: Prototype tier. Hybrid RAG AI Agent built with MongoDB, Pydantic AI, and Docling -…

| Field | Value |
| --- | --- |
| Owner | [coleam00](https://repo.masters-masters.com/en/owners/coleam00) |
| Stars | 117 |
| Forks | 62 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | None |
| Created | 2025 |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [coleam00/MongoDB-RAG-Agent](https://github.com/coleam00/MongoDB-RAG-Agent) |

## Repository

Hybrid RAG AI Agent built with MongoDB, Pydantic AI, and Docling - combines semantic and text search with reciprocal rank fusion.

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.