OpenBMB/UltraRAG

Star OpenBMB / UltraRAG A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

Python5.7K stars438 forks

Topics

#embedding#llm#rag#easy#mcp#openai#vllm#gpt#qwen#deepseek#sentence-transformers#demo#flask#ui#huggingface-transformers#multimodal#vlm

What it does

UltraRAG is a low-code framework designed to simplify the development of complex retrieval-augmented generation (RAG) pipelines. It empowers researchers and developers to build innovative solutions with less code and faster deployment, making advanced AI more accessible.

Star history

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Tracking

Last trending: 2026-02-21

Creator kit

Hook

Unlock the power of AI with UltraRAG: Build complex RAG pipelines with minimal code and maximum innovation!

Content angles

Create a tutorial on how to set up and deploy UltraRAG for beginners.
Compare UltraRAG with other RAG frameworks highlighting its low-code advantages.
Share success stories or case studies of projects built using UltraRAG.

Who should care

AI researchers, developers, and tech enthusiasts looking for efficient solutions in AI development.