Generative AI

AIW04 Beyond the Basics: Azure Machine Learning Prompt Flow

11/20/2024

9:30am - 10:45am

Level: Intermediate

Prashant G Bhoyar

AI Architect in the Office of the CTO

AIS

The advent of ChatGPT and other large language models and generative AI has drawn global consumers, business entities, and C-suite interest.

Azure Machine Learning prompt flow is a development tool designed to streamline the entire development cycle of AI applications powered by Large Language Models (LLMs). As the momentum for LLM-based AI applications continues to grow across the globe, Azure Machine Learning prompt flow provides a comprehensive solution that simplifies the process of prototyping, experimenting, iterating, and deploying your AI applications.

In this demo-drive session, Microsoft Business Applications and AI MVP and Microsoft Certified Trainer Prashant G Bhoyar will delve deeper into several intricate details and technical aspects and will also cover Practical guidance on developing robust, scalable Custom next-gen applications using Azure OpenAI, and Azure Machine Learning Prompt Flow focusing on industry requirements and best practices.

  • Azure OpenAI Services: We will explore what these services are, their architecture, and their place within the broader AI ecosystem.
  • Prompt Engineering: An in-depth look at this critical aspect of large language model usage. We will cover how prompts work, why they are important, and the factors that influence their effectiveness.
  • Customizing Azure OpenAI Services: From configuration to deployment, we'll show you how to tailor these services to suit a range of specific needs.
  • Deep dive into Azure Open AI Services: We'll specifically focus on several of the models like GPT, Davinci, Ada, Babbage, Curie, and Cushman, discussing their unique features and optimal use cases.
  • Prompt Flow Overview: A development tool designed to streamline the entire development cycle of AI applications powered by Large Language Models (LLMs).
  • Creating Enterprise-Level next-gen Applications: Practical guidance on developing robust, scalable Copilot applications using Azure Open AI, ChatGPT, and Prompt Flow, focusing on industry requirements and best practices.