Overview
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Learn from a 17-minute conference talk that shares 10 critical lessons from deploying enterprise RAG (Retrieval-Augmented Generation) systems at Fortune 500 scale. Discover how to overcome the "garbage in, garbage out" challenge by properly contextualizing language models with enterprise data, and explore strategies for building robust RAG systems that can handle real-world production demands. Gain insights into the intersection of agentic AI capabilities and enterprise data requirements, with practical guidance on designing systems that deliver true business value. Benefit from the expertise of Douwe Kiela, CEO and Co-Founder of Contextual AI and pioneer of RAG technology, as he shares hard-won lessons from large-scale enterprise deployments and provides actionable strategies for implementing reliable RAG agents in production environments.
Syllabus
RAG Agents in Prod: 10 Lessons We Learned — Douwe Kiela, creator of RAG
Taught by
AI Engineer