--- title: Mastering RAG Systems for LLMs description: Join Kolena in our free webinar, image: https://go.kolena.com/hubfs/webinar%20529%20RAG%20Systems.jpg --- [![kolena logo icon+text white](https://go.kolena.com/hubfs/kolena%20logo%20icon+text%20white.svg "kolena logo icon+text white")](https://www.kolena.io) Join us for a live webinar! # Mastering RAG Systems for LLMs: From Pitfalls to Performance  May 29, 2024 9:00 am PT / 12:00 pm ET Hallucinations and prompt injection and PII leakage, oh my! Join Kolena CTO/Co-founder, [Andrew Shi](https://www.linkedin.com/in/andrew-shi-44bab41b/), and Head of DevRel, [Skip Everling](https://www.linkedin.com/in/everling/), as we discuss common pitfalls in building a Retrieval-Augmented Generation (RAG) system, and how to best protect yourself from these common and ongoing risks.   The webinar will cover - 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.   Register now and save your spot!   ## Ops, that webinar has passsed! No worries, feel free to watch the [recording!](https://youtu.be/SGlEoihccW0?feature=shared) ## Meet The Speakers Join our expert speakers for a presentation and Q&A ![Andrew Shi Headshot](https://go.kolena.com/hs-fs/hubfs/Andrew%20Shi%20Headshot.jpeg?width=250&height=250&name=Andrew%20Shi%20Headshot.jpeg "Andrew Shi Headshot") ## [Andrew Shi](https://www.linkedin.com/in/andrew-shi-44bab41b/) Andrew is the Co-founder & CTO of Kolena. Before Kolena, Andrew was the Head of AI infra team at Rakuten and developed product and infrastructure for both commercial and government use cases at Palantir. ![skip](https://go.kolena.com/hs-fs/hubfs/skip.jpeg?width=250&height=250&name=skip.jpeg "skip") ## [Skip Everling](https://linkedin.com/in/everling/) At Kolena, Skip's role as Head of Developer Relations. His objective is to help ML/AI engineers and data scientists more effectively test and refine their models so that they perform robustly in the real world. Kolena Inc., 2024 [mailto:pam@kolena.com](mailto:pam@kolena.com)