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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Jacob Alber <jalber@fernir.com>
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# Microsoft Agent Framework
Highlights
- Flexible Agent Framework: build, orchestrate, and deploy AI agents and multi-agent systems
- Multi-Agent Orchestration: Group chat, sequential, concurrent, and handoff patterns
- Plugin Ecosystem: Extend with native functions, OpenAPI, Model Context Protocol (MCP), and more
- 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
- 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](./python/README.md) and for .NET see [here](./dotnet/README.md).
@@ -14,14 +15,16 @@ Below are the basics for each language implementation. For more details on pytho
## More Examples & Samples
### Python
- [Getting Started with Agents](./python/samples/getting_started/agents): Basic agent creation and tool usage
- [Chat Client Examples](./python/samples/getting_started/chat_client): Direct chat client usage patterns
- [Getting Started with Agents](./python/samples/getting_started/agents): basic agent creation and tool usage
- [Chat Client Examples](./python/samples/getting_started/chat_client): direct chat client usage patterns
- [Azure Integration](./python/packages/azure): Azure OpenAI and AI Foundry integration
- [Getting Started with Workflows](./python/samples/getting_started/workflows): basic workflow creation and integration with agents
### .Net
- [Getting Started with Agents](./dotnet/samples/GettingStarted/Steps): Basic agent creation and tool usage
- [Agent Provider Samples](./dotnet/samples/GettingStarted/Providers): Samples showing different agent providers
- [Orchestration Samples](./dotnet/samples/GettingStarted/Orchestration): Advanced multi-agent patterns
- [Getting Started with Agents](./dotnet/samples/GettingStarted/Steps): basic agent creation and tool usage
- [Agent Provider Samples](./dotnet/samples/GettingStarted/Providers): samples showing different agent providers
- [Orchestration Samples](./dotnet/samples/GettingStarted/Orchestration): advanced multi-agent patterns
- [Getting Started with Workflows](./dotnet/samples/GettingStarted/Workflows): (Coming soon) basic workflow creation and integration with agents
## Agent Framework Documentation