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UltraRAG
OpenBMB/UltraRAG
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
★5.7kstars
Python
Apache-2.0
Updated: Today
📋 Project at a Glance
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What's this?A deepseek/demo tool in the Data & Infrastructure category, built with Python, open-source
Who made it?Maintained by OpenBMB team, 5.7K⭐ on GitHub, #326 out of 3133 in Data & Infrastructure
Why does it exist?In the Data & Infrastructure space, deepseek workflows faced efficiency bottlenecks. UltraRAG was built by OpenBMB to address these demo challenges.
What can it do?Key use cases: easy, embedding, flask
How to install with AI?Use an AI coding assistant (Claude Code, Cursor, Copilot) to automatically set up pip dependencies and virtual env. Follow the README — the AI handles the rest.
🔗 github.com/OpenBMB/UltraRAG | 官网 https://ultrarag.github.io/
🔗 github.com/OpenBMB/UltraRAG | 官网 https://ultrarag.github.io/
Topics
deepseekdemoeasyembeddingflaskgpthuggingface-transformersllmmcpmultimodalopenaiqwenragsentence-transformersuivllmvlm