Scaling Enterprise Solutions with Large Language Models : Comprehensive End-to-End Generative AI Solutions for Production-Grade Enterprise Solutions

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2025

A. GangulyScaling Enterprise Solutions with Large Language Models https://doi.org/10.1007/979-8-8688-1154-8_5

5. Retrieval Augmented Generation

Arindam Ganguly¹  

(1)

Howrah, West Bengal, India

 

The previous chapters provided a foundation of intelligent applications and thus far a machine learning hobbyist should be able to confer their understanding with you. But the agenda of this book is to look beyond machine learning model building. We have only scratched the surface and the next chapters take you into the trench.

In the previous chapter, you built a chatbot that not only responds to casual conversations but can also refer to a knowledge source and retrieve ...