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What Are The Dimensions For Creating Retrieval Augmented Generation (RAG) Pipelines?

  • Retrieval Augmented Generation (RAG) pipelines have gained attention in the field of AI and NLP.
  • Evaluating RAG pipelines is crucial before incorporating sophisticated models.
  • The dimensions for assessing RAG pipelines are divided into retrieval and generation categories.
  • Various frameworks like Ragas, TruLens, ARES, DeepEval, Tonic Validate, and LangFuse assist in evaluating RAG pipelines.

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