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Demystifying Advanced RAG Pipelines

An LLM-powered advanced RAG pipeline built from scratch. I've built an advanced RAG (Retrieval-Augmented Generation) pipeline from scratch to demystify the complex mechanics of modern LLM-powered Question Answering systems.

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  1. Open-Source Colab Notebooks to Implement Advanced RAG Techniques

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

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  2. RAGatouille

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    a simple lib to use&train top retrieval models in RAG apps

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  3. Launching a new home-grown embedding LLM for RAG

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    Vectara is a "batteries included" retrieval augmented generation platform.

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  4. Anki-LLM

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    Bulk process and generate Anki flashcards with LLMs

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  5. Ragas

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    Open-source library for evaluating RAG pipelines

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