CIO & Leader Blog – Generative AI and Semantic Models

November 21, 2023
CIO & Leader Blog – Generative AI and Semantic Models

LLMs have catapulted language understanding by overcoming the limitations of NLP/ NLU techniques using pre-trained models. 

This article was written by Prolifics Offshore Head of Engineering, Ajay Malgaonkar, and first published in CIO and Leader.


10 min. read

This blog explores the potential of generative AI, focusing on the Retrieval-Augmented Generation (RAG) technique for tasks like question-answering and summarization. A practical scenario illustrates how generative AI aids troubleshooting in industries, streamlining issue resolution. This blog advises enterprises on building Gen AI platforms to overcome adoption challenges, emphasizing the importance of semantic models for a unified analytics platform. 

Learn more about Prolifics Generative AI.