Skip to main content

Explore 24 Ways Squirro Can Transform Your Organization with Enterprise-Grade GenAI Solutions | Open Today’s Insight!

Podcast

Using Retrieval Augmented Generation (RAG) in an Enterprise Setting

Squirro's Podcast: Redefining AI - Season 2

With Dr. Moritz Müller

In this Episode, Dr. Moritz Müller - How to Use Retrieval Augmented Generation (RAG) in an Enterprise Setting - ⁠Lauren Hawker Zafer⁠ is joined by Dr. Moritz Müller

Retrieval-augmented generation refers to a combination of two powerful natural language processing techniques: retrieval-based models and generative models. The approach is gaining significance and increasing attention for several reasons:

Improved Content Generation: retrieval-augmented generation allows generative models to access and integrate information from a broader context. By retrieving relevant information from a database or the internet, generative models can produce more accurate, coherent, and contextually relevant content.

Better Understanding and Contextualization: retrieval helps generative models understand the context and topic more comprehensively. It enables the model to draw upon a wide range of knowledge sources, which is particularly important when dealing with complex or specialized topics.

Enhanced Abstraction and Creativity: by combining retrieval and generation, AI models can exhibit both the creativity of generative models and the grounded information retrieval capabilities. This leads to more creative content generation while maintaining accuracy.

Join Dr. Moritz Müller and our host Lauren Hawker Zafer to discover what RAG is and how it can be used in an enterprise setting.

host-f
Lauren Hawker Zafer

Host

guest-m
Moritz Müller

Guest

Discover More from Squirro

Check out the latest Redefining AI Podcasts for candid
conversations, unspoken secrets, and industry truths

Andrew Amann - Building AI Ventures - Entrepreneurial Insights
Podcast
Andrew Amann - Building AI Ventures - Entrepreneurial Insights
Dr. Mitesh Rao - Redefining Healthcare - Harnessing Data to Drive AI-Powered Change
Podcast
Dr. Mitesh Rao - Redefining Healthcare - Harnessing Data to Drive AI-Powered Change
Anders Indset - Activation, Progress and Technology - The Viking Code
Podcast
Anders Indset - Activation, Progress and Technology - The Viking Code