Overview
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Learn how to overcome the limitations of large language models through Retrieval-Augmented Generation (RAG) in this comprehensive conference talk from DSC MENA 25. Discover how RAG combines AI creativity with real-time, relevant information by dynamically pulling data from trusted sources to reduce hallucinations and ensure more accurate, context-aware responses. Explore the fundamental concepts of RAG and understand how it works to create more trustworthy AI systems. Master the implementation techniques for RAG to improve knowledge retrieval capabilities in your AI applications. Examine real-world examples demonstrating RAG in action across various use cases and industries. Gain practical insights into building more reliable AI systems that can effectively communicate with your data while maintaining accuracy and relevance in their responses.
Syllabus
RAG How To Talk To Your Data | Sohaila Diab | DSC MENA 25
Taught by
Data Science Conference