Category Archives: Open AI

Creating Specialized AI Agent with RAG(Retrieval Augmented Generation) in Copilot Studio: A Motorcycle Expert Demo

Building industry specific AI agents is now easier than ever with Microsoft 365 Copilot Studio especially when combined with Retrieval Augmented Generation (RAG). In this blog, we’ll walk through how to create a RAG powered Motorcycle Expert AI Agent designed for motorcycle store owners who manage large inventories and need to support both customers and sales representatives.

In this example there is a dealership with 200+ motorcycles and this agent helps streamline customer inquiries, improve product comparisons, and empower your sales team with accurate, data‑driven responses.

This step‑by‑step guide shows you how to:

  • Design and prepare your motorcycle dataset
  • Connect SharePoint/OneDrive as your knowledge source
  • Configure RAG settings inside Copilot Studio
  • Shape the agent’s persona and behavior
  • Add comparison logic for models and categories
  • Enable advanced features like deep reasoning and generative orchestration
  • Test and publish the agent with proper security and moderation settings

By the end of this tutorial, you’ll have a fully operational Motorcycle Expert AI Agent running inside Microsoft 365 Copilot Chat, Teams, or web capable of answering questions, comparing models, and delivering expert insights using your actual business data.

The agent will:

  • Answer questions about motorcycles (models, categories, specs, use cases)
  • Compare models (e.g., “MT07 vs SV650 for commuting?”)
  • Use your own data (spreadsheets, docs, or SharePoint lists) as its primary knowledge source
  • Run inside Microsoft 365 Copilot Chat / Teams / web
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Getting started with securing AI with Microsoft CSPM, AI Threat protection and Purview

Protecting Gen AI apps requires a comprehensive strategy that encompasses data privacy, input validation, API security, and monitoring for malicious use of the outputs. Take a look at this video to get started with the options available to explore within the Microsoft Ecosystem

Take a look at this video to know more about the same.

Regards
Sathish Veerapandian

Understanding the fundamentals of AI

Building a strong foundation in AI is crucial for anyone venturing into this field.
This will be the fundamentals to know and learn more about the AI models and how to utilize them.

Thanks
Sathish Veerapandian

How the LLM works behind the scenes

Generative AI applications are powered by language models, which are a specialized type of machine learning model that you can use to perform natural language processing (NLP) tasks.Natural Language Processing (NLP) is an interdisciplinary field that combines computer science, artificial intelligence, and linguistics.

Take a look at this video to to more information about the same.

Regards
Sathish Veerapandian

Getting started with Azure Open AI Studio

This video focuses on Azure OpenAI Service, which empowers users to create enterprise-grade solutions using OpenAI models.
This is a fundamental initial point of video for users who want to know about what open AI and how it is integrated with Azure

Regards
Sathish Veerapandian