Mastering RAG Systems for LLM's

Hallucinations and prompt injection and PII leakage, oh my! Watch Kolena CTO/Co-founder, Andrew Shi, and Head of DevRel, Skip Everling, as they discuss common pitfalls in building a Retrieval-Augmented Generation (RAG) system, and how to best protect yourself from these common and ongoing risks.

What's Covered:
-Failure modes for a RAG system
-Benchmarking and evaluation techniques for mitigating these failure modes
-A brief demo of evaluating a RAG system built against Kolena documentation

This talk is an essential opportunity for ML professionals looking to understand one of the fastest-growing use cases for LLMs, and how to unlock the opportunities it provides without falling prey to its wide range of pitfalls.