Tech Vision

How RAG helps Transformers to build customizable Large Language Models: A Comprehensive Guide

Applications of RAG
RAG’s versatile framework opens up a wide array of applications across different industries:

Customer Support: RAG can be used to create dynamic chatbots that access real-time information to provide accurate and up-to-date responses to customer queries.

Healthcare: In medical diagnostics and information retrieval, RAG can assist by accessing the latest research and clinical guidelines to support healthcare professionals.

Finance: RAG can help financial analysts by retrieving and synthesizing information from various financial reports and news articles to provide comprehensive market insights.

Education: RAG-powered educational tools can offer personalized learning experiences by retrieving relevant study materials and resources tailored to individual students’ needs.

Legal Research: Lawyers and researchers can use RAG to quickly access pertinent legal documents, case laws, and statutes, enhancing their research efficiency.

How RAG helps Transformers to build customizable Large Language Models: A Comprehensive Guide How RAG helps Transformers to build customizable Large Language Models: A Comprehensive Guide

April 2nd at IIT Madras research park - Gen AI tools lecture session 1

Useful for enterprises

Our case studies, based on our growing global community of over 3,000 GenAI practitioners, point to a new category of work, more precise and actionable than “knowledge work.” We call it WINS Work: the places where tasks, functions, possibly your entire company or industry are dependent on the manipulation and interpretation of Words, Images, Numbers, and Sounds (WINS). Heart surgeons and chefs are knowledge workers but not WINS workers. Software programmers, accountants, and marketing professionals are WINS workers.

Where Should Your Company Start with GenAI? Companies are struggling with where to start with generative AI. The authors’ case studies, based on their growing global community of over 3,000 GenAI practitioners, point to a new category of work, more precise and actionable than “knowledge work.” They call it WINS Work — the places where...