Microsoft Agent Framework

Welcome to the Private Preview of Agent Framework!

You're getting early access to Microsoft's comprehensive multi-language framework for building, orchestrating, and deploying AI agents with support for both .NET and Python implementations. This framework provides everything from simple chat agents to complex multi-agent workflows with graph-based orchestration.

A few important notes:

• There currently are not public pypi or nuget packages for the SDKs. In order for the code and samples to work, please clone this repo and run the code here.
• The repo is an active project so make sure to sync regularly.

We want your feedback!

• For bugs, please file a GitHub issue.
• For feedback and suggestions for the team, please fill out this survey.

Highlights

• Flexible Agent Framework: build, orchestrate, and deploy AI agents and workflows
• Multi-Agent Orchestration: group chat, sequential, concurrent, and handoff patterns
• Graph-based Workflows: connect agents and deterministic functions using data flows with streaming, checkpointing, time-travel, and Human-in-the-loop.
• Plugin Ecosystem: extend with native functions, OpenAPI, Model Context Protocol (MCP), and more
• LLM Support: OpenAI, Azure OpenAI, Azure AI Foundry, and more
• Runtime Support: in-process and distributed agent execution
• Multimodal: text, vision, and function calling
• Cross-Platform: .NET and Python implementations

Below are the basics for each language implementation. For more details on python see here and for .NET see here.

More Examples & Samples

Python

• Getting Started with Agents: basic agent creation and tool usage
• Chat Client Examples: direct chat client usage patterns
• Azure Integration: Azure OpenAI and AI Foundry integration
• Getting Started with Workflows: basic workflow creation and integration with agents

.Net

• Getting Started with Agents: basic agent creation and tool usage
• Agent Provider Samples: samples showing different agent providers
• Orchestration Samples: advanced multi-agent patterns

Agent Framework Documentation

• Python documentation
• DotNet documentation
• Agent Framework Repository
• Design Documents
• Architectural Decision Records
• Learn docs are coming soon.