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Overview

Ragas is a framework to help you evaluate your retrieval augmented generation (RAG) applications.

Ragas and Weaviate

The Ragas metrics are:

  1. faithfulness
  2. answer_relevancy
  3. context_precision
  4. context_recall
To use Ragas, you'll need to store the question, answer, ground_truths, and contexts in a json object to send to Ragas.

Resources

The resources are broken into categories:

  1. Hands on Learning: Build your technical understanding with end-to-end tutorials.
  2. Read and Listen: Develop your conceptual understanding of these technologies.