The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Building Real-World LLM Products with Fine-Tuning and More with Hamel Husain - #694

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

Evaluating RAG Systems: The Importance of Data Analysis and Metrics

This chapter emphasizes the crucial role of evaluation in retrieval-augmented generation (RAG) systems, focusing on the necessity of holistic assessments and accurate metrics. It also explores the relationship between effective data analysis and the advancement of AI, noting a gap in how practitioners engage with their data.

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