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_4

4. Large Language Models

Arindam Ganguly¹  

(1)

Howrah, West Bengal, India

 

Artificial intelligence has come a long way from predicting simple weather temperatures using meteorological factors to generating poems and songs from a single line of text. Natural Language Processing as a domain of AI started by predicting sentiment analysis from statements. Such problems dealt with text inputs as complete sentences and a number as an output, which determined the positive or negative tone of the sentences, that is, a simple classification problem. Once we ...