The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

The Enterprise LLM Landscape with Atul Deo - #640

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

NOTE

The Challenges of Retrieving Documents at Scale

Companies face challenges in determining which models and providers to use for scaling their processes./nThere is a decision between building in-house applications or using ready-to-use applications./nCompanies prefer a solution that allows them to focus on their documents and answer questions without dealing with the complexities of the workflow./nThe example of a well-educated employee hired without access to tools and data sources highlights the importance of retrieval and generation workflows./nThe paper called React, which focuses on reasoning and action, is gaining attention in recent months.

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