SemanticScuttle - klotz.me

Tags: natural language processing* + rag* + llm* + machine learning*

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1. Advanced RAG Techniques

   This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

   2024-08-01 Tags: rag, nlp, machine learning, information retrieval, natural language processing, llm, embeddings, semantic search by klotz
2. The Challenges of Retrieving Relevant Context for RAG

   Case study on measuring context relevance in retrieval-augmented generation systems using Ragas, TruLens, and DeepEval. Develop practical strategies to evaluate the accuracy and relevance of generated context.

   2024-06-11 Tags: natural language processing, rag, machine learning, llm by klotz

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