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#8 RAG Deep Dive: Transforming Business with Retrieval Augmented Generation

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Manage episode 448743645 series 3607822
Content provided by Andrew Psaltis. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Andrew Psaltis or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

This episode of the AI Demystified for Executives podcast delves into Retrieval-Augmented Generation (RAG) and its strategic importance for businesses. It covers the components of a RAG system, various use cases such as enhancing productivity and speeding up onboarding, and the challenges and steps for implementation. Real-world examples, like Morgan Stanley's use of RAG, illustrate the potential benefits. Key points include vector databases, document processing, and hybrid retrieval approaches, alongside practical tips for evaluating and implementing RAG in enterprises.

  continue reading

13 episodes

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iconShare
 
Manage episode 448743645 series 3607822
Content provided by Andrew Psaltis. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Andrew Psaltis or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

This episode of the AI Demystified for Executives podcast delves into Retrieval-Augmented Generation (RAG) and its strategic importance for businesses. It covers the components of a RAG system, various use cases such as enhancing productivity and speeding up onboarding, and the challenges and steps for implementation. Real-world examples, like Morgan Stanley's use of RAG, illustrate the potential benefits. Key points include vector databases, document processing, and hybrid retrieval approaches, alongside practical tips for evaluating and implementing RAG in enterprises.

  continue reading

13 episodes

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