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An extensive set of RAG implementations+many different strategies

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial. It’s open-source and includes many different strategies for RAG (currently 17), including tutorials, and visualizations.

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  1. Open-Source Notebooks for Building Agentic RAG Architectures

    github.com

    This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

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  2. Tonic Validate Metrics

    github.com

    an open-source RAG evaluation metrics package

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  3. Demystifying Advanced RAG Pipelines

    github.com

    An LLM-powered advanced RAG pipeline built from scratch

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  4. SpRAG

    github.com

    Open-source RAG implementation for challenging real-world tasks

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  5. Cognita

    github.com

    open-source RAG framework for modular applications

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