How to Train and Improve AI Chatbots with InstructLab (Step-by-Step Tutorial)

In this video, learn how to customize and align large language models (LLMs) using Red Hat’s InstructLab. We'll take you through a practical, hands-on example using the fictional Parasol Insurance Application to train an AI chatbot for processing claims. 📌 What You'll Learn: What InstructLab is and why it’s powerful for AI model alignment. How to add new knowledge to a chatbot using taxonomies and synthetic data. How to test and deploy a smarter chatbot for real-world scenarios. 🎯 Topics Covered: Setting up and configuring InstructLab. Adding new knowledge with Q&A examples. Generating synthetic data for enhanced training. Testing a chatbot in an insurance application scenario. 🔧 Tools Used: InstructLab CLI Granite and Merlinite Models This tutorial is perfect for AI enthusiasts, developers, or businesses looking to tailor LLMs to specific domains like customer service, insurance, or beyond. 💡 Subscribe for more tutorials on AI, tech tools, and real-world applications! #InstructLab #AIChatbot #RedHatAI #LLM #AIIntegration