Join ML Evangelist Micaela Kaplan as she dives into 7 common RAG failure points and how to fix them. We’ll cover many ways in which your system can fail, from the knowledge base to generation and everything in between. Based on a 2024 paper by Barnett et al, we’ll help you figure out how to know where your RAG is failing based on human evaluation, and give you the tools to stop it before it creates problems.
In this webinar, you’ll learn:
- How to find the failure points in a RAG system quickly with a human in the loop
- Steps for evaluating your pipeline to target the highest impact problems
- Actionable techniques to fix common RAG failures
- And more!
We’ll see you there!
Speakers
Micaela Kaplan
Machine Learning Evangelist
Micaela Kaplan is the Machine Learning Evangelist at HumanSignal. With her background in applied Data Science and a masters in Computational Linguistics, she loves helping other understand AI tools and practices.