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Ben Thomas
df3e12b2ed
* Adding more test for workflow vizualization. * Improving README for sample. * More cleanup. * Removing rendering of workflow visualization and adding basic support for mermaid format. * Adding basic mermaid tests. * Improving sample. Switching to another branch. * About to merge from main. * Formatting. * More fromatting. * Removng uneeded call to ToUpper. * Adding README. * Moving samples under workflow to workflows. * Removing uneeded README for map-reduce sample.
df3e12b2ed
·
2025-09-30 16:29:19 +00:00
461 Commits
Welcome to Microsoft Agent Framework!
Welcome 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.
📋 Getting Started
Quick Installation:
- Python:
pip install agent-framework - .NET:
dotnet add package Microsoft.Agents.AI
Getting started documentation:
- Quick Start Guide - Simple getting started instructions
- Tutorials - Step by step tutorials
✨ Highlights
- Graph-based Workflows: Connect agents and deterministic functions using data flows with streaming, checkpointing, human-in-the-loop, and time-travel capabilities
- AF Labs: Experimental packages for cutting-edge features including benchmarking, reinforcement learning, and research initiatives
- DevUI: Interactive developer UI for agent development, testing, and debugging workflows
- Python and C#/.NET Support: Full framework support for both Python and C#/.NET implementations with consistent APIs
- Observability: Built-in OpenTelemetry integration for distributed tracing, monitoring, and debugging
- Multiple Agent Provider Support: Support for various LLM providers with more being added continuously
- Middleware: Flexible middleware system for request/response processing, exception handling, and custom pipelines
💬 We want your feedback!
- For bugs, please file a GitHub issue.
More Examples & Samples
Python
- Getting Started with Agents: basic agent creation and tool usage
- Chat Client Examples: direct chat client usage patterns
- 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
- Workflow Samples: advanced multi-agent patterns and workflow orchestration