Elevating RAG Systems

​Practical Enhancements for Reliable Retrieval-Augmented Generation

​Outline:

• ​What Is RAG?

• ​ Why RAG? 

• ​Explain Vanilla Rag & start adding components to it to create an advanced RAG system

• ​Demo what the feedback loop would look like to iterate on your RAG system

​About the Speaker:

​Apurva Misra is an AI Consultant at Sentick, focusing on assisting startups with their AI strategy and building solutions. She leverages her extensive experience in machine learning and a Master's degree from the University of Waterloo, where her research bridged driving and machine learning, to offer valuable insights. Apurva's keen interest in the startup world fuels her passion for helping emerging companies incorporate AI effectively. In her free time, she is learning Spanish and she also enjoys exploring hidden gem eateries, always eager to hear about new favourite spots!