microsoft/Agent-Framework-Samples

microsoft/Agent-Framework-Samples

Description: Agent Framework Samples - showcasing ways in which agent framework can be utilized.

Language: Jupyter Notebook

License: MIT

Stars: 303

Forks: 130

Open issues: 26

Created: 2025-09-26T08:07:22Z

Pushed: 2026-06-06T03:29:16Z

Default branch: main

Fork: no

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README:

Microsoft Agent Framework Samples

A comprehensive hands-on guide to building intelligent agents using the Microsoft Agent Framework. This repository contains practical examples, tutorials, and code samples that demonstrate how to create powerful AI agents using both Python and .NET implementations.

🚀 What You'll Learn

This repository provides step-by-step tutorials and real-world examples covering:

• Agent Foundations: Core concepts and architecture of the Microsoft Agent Framework
• Creating Your First Agent: Build a simple travel planning agent from scratch
• Framework Exploration: Deep dive into different providers and configurations
• Tools Integration: Implement vision, code interpretation, and custom tools
• Provider Patterns: Work with MCP (Model Context Protocol) and Agent-to-Agent communication
• RAG Implementation: Build knowledge-enhanced agents with file search capabilities
• Multi-Agent Systems: Orchestrate multiple agents working together
• Workflow Management: Create complex agent workflows and pipelines

📁 Repository Structure

| Directory | Description | .NET Code Samples | Python Code Samples | |-----------|-------------|-------------------|---------------------| | [00.ForBeginners](./00.ForBeginners/README.md) | Beginner-friendly Microsoft Agent Framework examples extending [AI Agents for Beginners](https://github.com/microsoft/ai-agents-for-beginners) | [Travel Agent](./00.ForBeginners/01-intro-to-ai-agents/code_samples/dotnet-agent-framework-travelagent/) [Basic Agent](./00.ForBeginners/02-explore-agentic-frameworks/code_samples/dotnet-agent-framework-basicagent/) [Design Patterns](./00.ForBeginners/03-agentic-design-patterns/code_samples/dotnet-agent-framework-basicagent/) [Tool Use](./00.ForBeginners/04-tool-use/code_samples/dotnet-agent-framework-ghmodels-tool/) [RAG Search](./00.ForBeginners/05-agentic-rag/code_samples/dotnet-agent-framework-msfoundry-file-search/) [Planning](./00.ForBeginners/07-planning-design/code_samples/dotnet-agent-framrwork-ghmodel-planningdesign/) [Multi-Agent](./00.ForBeginners/08-multi-agent/code_samples/dotnet-agent-framework-ghmodel-workflow-multi-agents/) | [Travel Agent](./00.ForBeginners/01-intro-to-ai-agents/code_samples/python-agent-framework-travelagent.ipynb) [Basic Agent](./00.ForBeginners/02-explore-agentic-frameworks/code_samples/python-agent-framework-basicagent.ipynb) [Design Patterns](./00.ForBeginners/03-agentic-design-patterns/code_samples/python-agent-framework-ghmodel-basicagent.ipynb) [Tool Use](./00.ForBeginners/04-tool-use/code_samples/python-agent-framework-ghmodel-tools.ipynb) [RAG Search](./00.ForBeginners/05-agentic-rag/code_samples/python-agent-framework-msfoundry-file-search.ipynb) [Planning](./00.ForBeginners/07-planning-design/code_samples/python-agent-framrwork-ghmodel-planningdesign.ipynb) [Multi-Agent](./00.ForBeginners/08-multi-agent/code_samples/python-agent-framework-ghmodel-workflow-multi-agents.ipynb) | | [01.AgentFoundation](./01.AgentFoundation/README.md) | Core concepts and architecture of Microsoft Agent Framework | *Documentation Only* | *Documentation Only* | | [02.CreateYourFirstAgent](./02.CreateYourFirstAgent/README.md) | Build your first travel planning agent from scratch | [Travel Agent with GitHub Models](./02.CreateYourFirstAgent/code_samples/dotNET/dotnet-travelagent-ghmodel/) | [Travel Agent with GitHub Models](./02.CreateYourFirstAgent/code_samples/python/python-travelagent-ghmodel.ipynb) | | [03.ExploreAgentFramework](./03.ExploerAgentFramework/README.md) | Deep dive into different providers and configurations | [Azure OpenAI](./03.ExploerAgentFramework/code_samples/dotNET/01-dotnet-agent-framework-aoai/) [GitHub Models](./03.ExploerAgentFramework/code_samples/dotNET/02-dotnet-agent-framework-ghmodel/) [MS Foundry](./03.ExploerAgentFramework/code_samples/dotNET/03-dotnet-agent-framework-msfoundry/) [Foundry Local](./03.ExploerAgentFramework/code_samples/dotNET/04-dotnet-agent-framework-foundrylocal/) | [Azure OpenAI](./03.ExploerAgentFramework/code_samples/python/01-python-agent-framework-aoai.ipynb) [GitHub Models](./03.ExploerAgentFramework/code_samples/python/02-python-agent-framrwork-ghmodel.ipynb) [MS Foundry](./03.ExploerAgentFramework/code_samples/python/03-python-agent-framework-msfoundry.ipynb) [Foundry Local](./03.ExploerAgentFramework/code_samples/python/04-python-agent-framrwork-foundrylocal.ipynb) | | [04.Tools](./04.Tools/README.md) | Vision, code interpretation, and custom tool integration | [Vision](./04.Tools/code_samples/dotNET/msfoundry/01-dotnet-agent-framework-msfoundry-vision/) [Code Interpreter](./04.Tools/code_samples/dotNET/msfoundry/02-dotnet-agent-framework-msfoundry-code-interpreter/) [Bing Grounding](./04.Tools/code_samples/dotNET/msfoundry/03-dotnet-agent-framework-msfoundry-binggrounding/) [File Search](./04.Tools/code_samples/dotNET/msfoundry/04-dotnet-agent-framework-msfoundry-file-search/) | [Vision](./04.Tools/code_samples/python/msfoundry/01.python-agent-framework-msfoundry-vision.ipynb) [Code Interpreter](./04.Tools/code_samples/python/msfoundry/02.python-agent-framework-msfoundry-code-interpreter.ipynb) [Bing Grounding](./04.Tools/code_samples/python/msfoundry/03.python-agent-framework-msfoundry-binggrounding.ipynb) [File Search](./04.Tools/code_samples/python/msfoundry/04.python-agent-framework-msfoundry-file-search.ipynb) | | [05.Providers](./05.Providers/README.md) | MCP (Model Context Protocol) and Agent-to-Agent communication | [MCP with Microsoft Learn](./05.Providers/code_samples/dotNET/01-dotnet-agent-framework-aifoundry-mcp/AgentMCP.Console/)| [MCP with Microsoft Learn](./05.Providers/code_samples/python/01-python-agent-framework-aifoundry-mcp.ipynb) | | [06.RAGs](./06.RAGs/README.md) | Knowledge-enhanced agents with file search capabilities | [File Search RAG](./06.RAGs/code_samples/dotNET/dotnet-agent-framework-msfoundry-file-search/) | [File Search RAG](./06.RAGs/code_samples/python/python-agent-framework-msfoundry-file-search.ipynb) | | [07.Workflow](./07.Workflow/README.md) | Complex agent workflows and…