Tag: genai

Deep Dive Into Fine-Tuning An LM Using KAITO on AKS – Part 1: Intro

On By Roy Kim (MVP)In AI, Azure, Kubernetes4 Comments

I uncover the process and workings of fine-tuning a large language model on a dataset. Scenario for fine-tuning a model can be on corporate data such as a knowledge base, product information, human resources. I walk you through the process and share my detailed observations. What is Fine-tuning a large language model? Involves adjusting a …

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Building a Chat App using Azure AI Foundry SDK and AI Search

On By Roy Kim (MVP)In AI, AzureLeave a comment

I have been exploring some in depth tutorials in building a chat application. It implements Retrieval Augmentation Generation (RAG) on a product database in Azure AI Search. The scenario is for a retail customer to ask product recommendations on camping gear. This solution employs Azure AI Foundry for LLM models and interfacing. My goal of …

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