Seven RAG Failures and How to Solve Them

In their 2024 paper, Barnett et al. explained seven ways that your RAG system can fail. Join ML Evangelist Micaela Kaplan as she dives into those failure points, shows you exactly how to identify which failure point is the cause of your errors, and gives you ways to fix those errors quickly. In this live workshop, you’ll learn how to:

• Use common metrics like Ragas alongside key human observations to navigate a decision tree that will pinpoint the errors
• Solve the issues you uncover by training rerankers, changing your consolidation strategy, and more!
• Guide users to ask good questions that can help mitigate bad responses from your RAG system.

Whether you’re looking for ways to make your RAG system more robust, or you’re looking for ways to solve RAG issues you may be currently encountering, this session is for you. We’ll see you there!