Human-in-the-Loop AI Agent with Logic Apps Agent Loop: First Look & Demo

Learn how to implement a "human-in-the-loop" AI agent using Logic Apps Agent Loop to tackle real-world business challenges! This video demonstrates a practical application: resolving failed code translations by involving human input for verification and correction, ultimately streamlining a process that traditionally consumes significant manual effort. Discover how this innovative approach can lead to substantial ROI by automating repetitive tasks while retaining human oversight for complex decisions. In this demo, you'll gain insights into: - Configuring Logic Apps Agent Loop for human interaction by enabling both input and output channels. - Crafting detailed system instructions to guide the AI agent's behavior, including scenarios where human intervention is required, such as selecting from multiple search results or enforcing specific business rules. - Integrating various tools and external services (like a SQL database, a backend person record system, and a web scraping service) to enable the AI agent to perform lookups, updates, and message reprocessing. - Understanding the non-deterministic nature of AI agents and how to refine agent instructions for more consistent and desired outcomes. - The significant return on investment achievable by automating even seemingly small, recurring business problems with AI agents. This video is perfect for developers, business analysts, and anyone interested in leveraging AI to optimize workflows and reduce manual intervention. Referenced Links: - Blog Post with Agent Instructions - https://www.stephenwthomas.com/azure-integration-thoughts/first-look-building-a-human-in-the-loop-ai-agent-with-azure-logic-apps-agent-loop-demo-included/ - Getting Started Step by Step with Logic Apps Agent Loops - https://youtu.be/KPsssW2w6iM ScrapingBee Referral Link - https://www.scrapingbee.com/ Key Highlights: 00:00 Introduction 00:56 Laying out the Business Process 02:21 Agent Loop Logic App 02:47 Agent Loop Channel Properties 03:52 Review of Agent Instructions 06:59 Setting up Tools in Agent Loop 08:57 Using ScrapingBee.com web scraping tool 10:07 Running the Human in the Loop AI Agent Loop process 17:14 Summary Don't forget to like and subscribe to @StephenWThomas!for more tutorials on Azure Integration Services, Logic Apps, and Artificial Intelligence (AI)! Check out my website and blog at https://www.StephenWThomas.com