Dexa/This Week in ML & AI

Evaluating Retrieval Systems

Measuring the various components of retrieval systems is crucial for effective performance. Emphasizing the maturity of information retrieval, there are numerous established metrics and tools available for evaluation. Before diving into complex metrics, it's beneficial to start with simple, holistic assessments to gauge overall system effectiveness.

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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Building Real-World LLM Products with Fine-Tuning and More with Hamel Husain - 694
Related Questions
- Do I get it right that a Retrieval Augmented Generation (RAG) system can retrieve data in addition to its training data as discussed in the episode with Cohere co-founder Nick Frosst on building LLM apps for business?