End-2-End Evaluation of RAG-Based Applications | LLM Evaluation

Description

In this session, Noam Bressler and Shay Tsadok from Deepchecks discussed the methodologies and best practices for evaluating RAG-based systems, covering initial experiments, version comparison, and ongoing evaluation in production. 🚀

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Topics that were covered:

✅ Setting up initial experiments for RAG systems.

✅ Methods for comparing different versions of RAG systems.

✅ Continuous evaluation techniques in production settings.

✅ Strategies for effective performance evaluation, including relevant metrics and tools.

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