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Linux Foundation

Building a Production Open Source RAG Application Using LlamaIndex and Cassandra

Linux Foundation via YouTube

Overview

Explore the process of building a production-ready open-source Retrieval Augmented Generation (RAG) application in this 31-minute sponsored session from the Linux Foundation. Learn how DataStax created a knowledge retrieval chatbot using LlamaIndex and Intercom, with insights from Patrick McFadin and Yi Ding. Discover how to adapt the open-source code for your specific needs, understand the motivations behind building a custom RAG pipeline, and gain valuable perspectives on the advantages and limitations of commercial RAG solutions. Gain insider knowledge on implementing RAG in real-world production environments and stay ahead in the rapidly evolving field of AI LLM applications.

Syllabus

Sponsored Session: Building a Production Open Source RAG Application us... Patrick McFadin & Yi Ding

Taught by

Linux Foundation

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