Deploying RAGs in production — Part 1

Deploying RAGs in production — Part 1

Authors: Chinmay Jain, Osheen Nayak

Large Language Models (LLMs) are a significant advancement in the field of Artificial Intelligence. Their ability to understand and generate human-like text has opened a plethora of opportunities for innovation. They are robust in their abilities and showcase immense potential in various applications.

However, everything comes with its own set of challenges. LLMs at times struggle with precision and providing contextually relevant responses. Effectively handling unseen …

advancement applications artificial artificial intelligence human innovation intelligence language language models llms opportunities production text understand