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, and Head of DevRel, Skip 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.
 
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Meet The Speakers

Join our expert speakers for a presentation and Q&A

Andrew Shi Headshot

Andrew Shi

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

Skip 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.