# OpenBMB/UltraRAG

<https://repo.masters-masters.com/en/repos/OpenBMB/UltraRAG>

[Home](https://repo.masters-masters.com/en) › [OpenBMB](https://repo.masters-masters.com/en/owners/OpenBMB) › [UltraRAG](https://repo.masters-masters.com/en/repos/OpenBMB/UltraRAG)

OpenBMB/UltraRAG has 5,738 stars on GitHub. Its RepoMasters card: Stable tier. A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

| Field | Value |
| --- | --- |
| Owner | [OpenBMB](https://repo.masters-masters.com/en/owners/OpenBMB) |
| Stars | 5,738 |
| Forks | 458 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | Apache-2.0 |
| Created | 2025 |
| Topics | embedding, llm, rag, easy, mcp, openai, vllm, gpt, qwen, deepseek |
| Tier | [Stable (5,000 to 19,999 ★)](https://repo.masters-masters.com/en/ranks/cult) |
| View on GitHub | [OpenBMB/UltraRAG](https://github.com/OpenBMB/UltraRAG) |

## Repository

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

The tier for repos with 5,000 to 19,999 ★. Published odds per card pulled: 0.9%. Rarity: Very rare.

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Data: GitHub · Illustration: the project’s public image, pixelated by RepoMasters.