How to Build Autonomous Copilot Agents with Power Automate скачать в хорошем качестве

How to Build Autonomous Copilot Agents with Power Automate

What if your Copilot agent could mark every student submission automatically — without missing files? In this deep-dive tutorial, we design an autonomous assessment agent using Copilot Studio and Power Automate that processes files reliably and generates structured document outputs. In this real-world walkthrough (taken from a live community session), I map the full solution on a whiteboard, explain why RAG and SharePoint knowledge can miss files, and show how to orchestrate agents properly with flows. We also explore generative orchestration, slot filling, model selection (GPT-4/5 vs reasoning models), and how to evaluate agents before production. As a Microsoft Cloud Solution Architect and former Microsoft MVP, I focus heavily on scalable design patterns — including ALM, testing, and compliance considerations — not just getting something working once. What You’ll Learn: 1️⃣ Why SharePoint knowledge (RAG) can miss files and how to avoid indexing issues 2️⃣ How to trigger Power Automate flows (manual, file-created, or agent-triggered) 3️⃣ Using “Execute Agent” in Power Automate to process one file at a time 4️⃣ Looping through SharePoint files with List Items for batch processing 5️⃣ Generating consistent document outputs using topics + flows 6️⃣ How generative orchestration and slot filling enable dynamic inputs 7️⃣ GPT model choices, compliance considerations, and built-in evaluation tools ⏱ Timestamps: 0:00 Introduction and Session Overview 0:37 Reviewing Student Submission Files 2:25 Whiteboard Design of Assessment Agent 6:54 RAG Limitations and Knowledge Issues 9:17 Using List Items and Looping Files 12:23 Triggering Flows and Executing Agents 16:33 Agent Triggers and Document Library Buttons 20:00 Generating Documents with Topics and Flows 25:53 Generative Orchestration and Slot Filling 29:50 Choosing GPT Models and Compliance Considerations 33:37 Prompt vs Agent for Marking Logic 40:15 ALM, Evaluation, and Testing Best Practices #CopilotStudio #PowerAutomate #PowerPlatform #AIAgents #Microsoft365 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 👋 About Damien Bird Microsoft Cloud Solution Architect | Former MVP & Forum Super User Helping you automate, build, and innovate with Power Platform & AI 📚 Explore & Learn: 🏫 Join the Community: https://www.skool.com/damobird365-age... 🔗 Blog: https://DamoBird365.com 🎥 Video & Quiz CPD: https://DamoBird365.com/YouTube 📜 Feedback or Request: https://forms.office.com/e/WAV1iF2Wis 💖 Support & Connect: 🤝 Become a Member:    / @damobird365   ☕ Buy Me a Coffee: https://BuyMeACoffee.com/DamoBird365 💼 LinkedIn:   / damobird365