A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
$ git clone https://github.com/OpenBMB/UltraRAG.git▲ +1 ★ this week
Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.
A curated archive of breakthroughs in Agents, Architecture, Training, RAG, and On-Device AI.
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💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
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Retrieval and Retrieval-augmented LLMs
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MTEB: State-of-the-art evaluation of embeddings across languages and modalities
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A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
Data from GitHub · snapshot Nov 12, 2026