Deep Dive into RAG Architectures

​We hope you can join us in this intimate deep dive into RAG Architectures presented by the Vectara ML Team.

​Introduction
A brief welcome and overview of the evening's agenda, highlighting the significance of RAG architectures in the field of machine learning.

​Unlocking the Power of RAG: Live Code Demo and Platform Insights
An in-depth look at Retrieval-Augmented Generation (RAG), including a demonstration of our platform and an introduction to HHEM versions 1 and 2.

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Interactive Q&A: Dive Deeper into RAG
An opportunity for attendees to ask questions and discuss the presented topics.

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Dissecting the R in RAG
Exploring the nuances of dual-encoders vs. cross-encoders, their differences, and why they matter in the context of RAG.

​Calibration
A discussion on the importance of calibration in RAG systems and best practices.

​UI in the Age of AI
A talk on how UI patterns are evolving with the advent of generative AI and RAG, highlighting current trends and considerations.

​Closing Remarks
Concluding the event with final thoughts and encouraging continued engagement and learning within the RAG community.