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OpenBMB

OpenBMB/UltraRAG

PythonApache-2.0activepopular
89Health

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

Stars5.7k
Forks449
Open Issues9
Contributors449
Last Push0d ago

Health Breakdown

Activity
25
Community
25
Maintenance
14
Popularity
25
#deepseek#demo#easy#embedding#flask#gpt#huggingface-transformers#llm#mcp#multimodal#openai#qwen#rag#sentence-transformers#ui#vllm#vlm
View on GitHub ↗Issues (9) ↗Pull Requests ↗

Should you contribute to OpenBMB/UltraRAG?

OpenBMB/UltraRAG has a FoundDev health score of 89/100, 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 Apache-2.0, a standard OSI-approved license — safe to contribute to under normal employer IP policies.

Community

OpenBMB
OpenBMB/UltraRAG
PythonApache 2.0
89

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

activepopular
5.7k449 contributors9 issues
0d ago

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