Eric Zhu 3577508a20 Python: Introduce WorkflowAgent (#424)
* start a new implementation based on .net

* add response handling

* update init files

* remove handling of WorkflowCompletedEvent

* clean up implemenation

* fix bug

* update tests for merge_updates

* WorkflowAgent validation

* add a sample and fix bug

* revert pre-commit config

* revert pre-commit

* add human in the loop sample

* add comment

* fix type issue in Executor

* fix type errors and rename Executor.type to Executor.type_ with field alias

* fix test

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Co-authored-by: Chris <66376200+crickman@users.noreply.github.com>
3577508a20 · 2025-09-02 16:25:03 +00:00
254 Commits
2025-04-28 12:54:43 -07:00
2025-09-02 12:18:12 +00:00
2025-04-28 12:54:42 -07:00
2025-09-02 12:18:12 +00:00

Microsoft Agent Framework

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

.Net

Agent Framework Documentation

Languages
Python 50.9%
C# 45.8%
TypeScript 2.7%
HTML 0.2%
PowerShell 0.1%
Other 0.1%