# ai-agents-for-beginners | Microsoft | Knowledge Base | Instagit 12 Lessons to Get Started Building AI Agents GitHub Stars: 58.2k Repository: https://github.com/microsoft/ai-agents-for-beginners --- ## Articles ### [Can AI-Agents-for-Beginners Be Used for Reinforcement Learning?](/microsoft/ai-agents-for-beginners/can-ai-agents-for-beginners-be-used-for-reinforcement-learning) Yes ai-agents-for-beginners supports reinforcement learning. Explore its architectural building blocks like reflex patterns memory buffers and reward feedback loops for adaptable RL training of language agents. - Tags: tutorial - Published: 2026-04-22 ### [Future Roadmap for AI Agents for Beginners: 3 New Lessons Coming Soon](/microsoft/ai-agents-for-beginners/what-is-future-roadmap-for-ai-agents-for-beginners) Discover the future roadmap for AI agents for beginners. Explore new lessons on scalable deployment, local execution, and security coming soon to the Microsoft AI Agents for Beginners repository. - Tags: getting-started - Published: 2026-04-22 ### [How to Use AI Agents for Beginners for Practical AI Applications: A Complete Guide](/microsoft/ai-agents-for-beginners/how-to-use-ai-agents-for-beginners-for-practical-ai-applications) Learn to use AI agents for beginners to build practical AI applications. This guide covers tool use, RAG, memory, planning, and multi-agent coordination with hands-on lessons. - Tags: how-to-guide - Published: 2026-04-22 ### [Microsoft AI Agents for Beginners License: MIT Terms Explained](/microsoft/ai-agents-for-beginners/what-are-licensing-terms-for-microsoft-ai-agents-for-beginners) Understand the MIT License terms for Microsoft AI Agents for Beginners. Use, modify, and distribute freely for commercial or personal projects. - Tags: getting-started - Published: 2026-04-22 ### [How to Train an AI Agent Using the Microsoft Agent Framework](/microsoft/ai-agents-for-beginners/how-to-train-ai-agent-using-this-framework) Learn to train an AI agent with Microsoft Agent Framework. Configure system prompts, tools, and memory to guide a pre-deployed Azure LLM. Start building intelligent agents today. - Tags: getting-started - Published: 2026-04-22 ### [What AI Platforms Are Compatible with AI Agents for Beginners?](/microsoft/ai-agents-for-beginners/what-ai-platforms-are-compatible-with-ai-agents-for-beginners) Discover which AI platforms work with ai-agents-for-beginners. Explore compatibility with Azure, OpenAI, GitHub Models, and more via MAF. - Tags: how-to-guide - Published: 2026-04-22 ### [How to Extend the Functionality of AI Agents for Beginners: A Complete Guide](/microsoft/ai-agents-for-beginners/how-to-extend-functionality-of-ai-agents-for-beginners) Extend AI Agents for Beginners functionality by adding custom tools, middleware, memory providers, and multi-agent workflows with this complete guide. - Tags: how-to-guide - Published: 2026-04-22 ### [Does ai-agents-for-beginners Support Different AI Agent Architectures? A Complete Guide](/microsoft/ai-agents-for-beginners/does-ai-agents-for-beginners-support-different-ai-agent-architectures) Explore how microsoft/ai-agents-for-beginners supports diverse AI agent architectures like sequential pipelines, concurrent workflows, and multi-agent collaboration. Get the complete guide to understanding agent design. - Tags: deep-dive - Published: 2026-04-22 ### [AI Agents for Beginners Learning Objectives: 15 Lessons to Production-Ready Agents](/microsoft/ai-agents-for-beginners/what-are-learning-objectives-of-ai-agents-for-beginners) Learn to design build secure and deploy production grade AI agents with the AI Agents for Beginners course. Master Microsoft's open source framework and Azure services in 15 lessons. - Tags: getting-started - Published: 2026-04-22 ### [How to Debug AI Agents in ai-agents-for-beginners: A Complete Observability Guide](/microsoft/ai-agents-for-beginners/how-to-debug-ai-agents-developed-using-ai-agents-for-beginners) Learn to debug AI agents in ai-agents-for-beginners using OpenTelemetry, structured logging, and trace visualization with Langfuse. Master AI agent observability today. - Tags: how-to-guide - Published: 2026-04-22 ### [Common Issues When Working with AI Agents for Beginners: 7 Critical Problems Solved](/microsoft/ai-agents-for-beginners/what-are-common-issues-when-working-with-ai-agents-for-beginners) Solve common AI agent issues for beginners. Learn to fix inconsistent performance, infinite loops, tool failures, coordination conflicts, cost overruns, missing env vars, and observability gaps with the microsoft/ai-agents-for-... - Tags: tutorial - Published: 2026-04-22 ### [How to Integrate Your Own AI Agent with ai-agents-for-beginners: A Complete Guide](/microsoft/ai-agents-for-beginners/how-can-i-integrate-my-own-ai-agent-with-ai-agents-for-beginners) Integrate your AI agent with microsoft/ai-agents-for-beginners. Follow this guide to configure credentials, create agents, define tools, and start your custom AI project today. - Tags: how-to-guide - Published: 2026-04-22 ### [Where to Find Documentation for AI Agents for Beginners: Complete Guide](/microsoft/ai-agents-for-beginners/where-can-i-find-documentation-for-ai-agents-for-beginners) Find comprehensive documentation for AI Agents for Beginners directly in the microsoft/ai-agents-for-beginners repository. Explore setup, concepts, and advanced topics with ease. - Tags: getting-started - Published: 2026-04-22 ### [What Tools and Libraries Does ai-agents-for-beginners Depend On?](/microsoft/ai-agents-for-beginners/what-tools-or-libraries-does-ai-agents-for-beginners-depend-on) Explore the essential 20+ Python tools and libraries powering the microsoft/ai-agents-for-beginners repo including Azure AI Agent Framework OpenAI SDK and data utilities. - Tags: getting-started - Published: 2026-04-22 ### [How to Run AI Agent Examples from the ai-agents-for-beginners Repository](/microsoft/ai-agents-for-beginners/how-to-run-ai-agent-examples-from-ai-agents-for-beginners) Learn to run AI agent examples from the microsoft ai-agents-for-beginners repository. Follow our 10-step guide covering setup, configuration, and launching notebooks. - Tags: how-to-guide - Published: 2026-04-22 ### [Prerequisites for Using AI Agents for Beginners: Complete Setup Guide](/microsoft/ai-agents-for-beginners/what-are-the-prerequisites-for-using-ai-agents-for-beginners) Master AI agents for beginners by setting up Python 3.12, Azure CLI, and a Microsoft Foundry project with GPT-4o. Get started easily. - Tags: complete-setup-guide - Published: 2026-04-22 ### [AI Agent Examples in Microsoft's AI Agents for Beginners: A Complete Guide](/microsoft/ai-agents-for-beginners/are-there-examples-of-ai-agents-in-ai-agents-for-beginners) Explore 14+ AI agent examples in Microsoft's AI Agents for Beginners repository. Discover runnable code for travel assistants and multi-agent workflows. Start building today! - Tags: tutorial - Published: 2026-04-22 ### [How the ai-agents-for-beginners Project Structures AI Agents: A Complete Guide](/microsoft/ai-agents-for-beginners/how-does-ai-agents-for-beginners-project-structure-ai-agents) Discover how ai-agents-for-beginners structures AI agents using a lesson-based architecture with MAF, AgentExecutor, @ai_function, WorkflowBuilder, and Pydantic models. Learn to build powerful AI. - Tags: architecture - Published: 2026-04-22 ### [What AI Concepts Are Covered in AI Agents for Beginners: A Complete Guide to Microsoft's 15-Lesson Curriculum](/microsoft/ai-agents-for-beginners/what-ai-concepts-are-covered-in-ai-agents-for-beginners) Explore AI concepts in Microsoft's AI Agents for Beginners curriculum. Learn agent theory, RAG, planning, multi-agent systems, trust, safety, and deployment. - Tags: guide - Published: 2026-04-22 ### [How to Contribute to the AI Agents for Beginners Project: A Complete Guide](/microsoft/ai-agents-for-beginners/can-i-contribute-to-ai-agents-for-beginners-project) Learn how to contribute to the ai-agents-for-beginners project with this complete guide. Discover the easy GitHub workflow and become a part of Microsoft's AI community. - Tags: how-to-guide - Published: 2026-04-22 ### [Is AI-Agents-For-Beginners Suitable for Beginners in AI? A Complete Breakdown](/microsoft/ai-agents-for-beginners/is-ai-agents-for-beginners-suitable-for-beginners-in-ai) Discover if Microsoft's ai-agents-for-beginners suits your AI journey. This course offers a beginner-friendly, hands-on introduction to AI agents with Python. - Tags: getting-started - Published: 2026-04-22 ### [What Programming Languages Are Used in AI Agents for Beginners?](/microsoft/ai-agents-for-beginners/what-programming-languages-are-used-in-ai-agents-for-beginners) Discover the primary programming languages Python and C# used in the microsoft/ai-agents-for-beginners repository. Learn how to build AI agents with the Microsoft Agent Framework. - Tags: getting-started - Published: 2026-04-22 ### [How to Set Up AI Agents for Beginners Locally: Complete Setup Guide](/microsoft/ai-agents-for-beginners/how-to-setup-ai-agents-for-beginners-locally) Learn to set up AI agents for beginners locally. Follow our complete guide to clone the repo, install dependencies, authenticate, and run notebooks for a hands on AI experience. - Tags: getting-started - Published: 2026-04-22 ### [What Is the Microsoft AI Agents for Beginners Repository? A Complete Guide](/microsoft/ai-agents-for-beginners/what-is-microsoft-ai-agents-for-beginners-repository) Learn to build and deploy AI agents with the microsoft/ai-agents-for-beginners repository. This guide covers Microsoft's Agent Framework and Azure AI Foundry for developers. - Tags: getting-started - Published: 2026-04-22