Cityscape

The AI Summit London 2023

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Separating Coherence from Knowledge with Retrieval-Augmented Generation

14 Jun 2023
Industries
Industries Stage
Generative models like ChatGPT excel in coherence but model knowledge “implicitly” and struggle in out-of-domain settings. Retrieval Augmented Generation (RAG) tackles this by anchoring generative LLMs in domain-adapted semantic search, which also solves for privacy and sensitivity. Additionally, domain-adapted verification and entailment models reduce hallucinations to improve user experience. These best practices are essential to integrating a generative model that users can trust to better inform and supercharge their workflows in today’s complex enterprise environments.
Speakers
Arvind Jain, CEO & Founder - Glean

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