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Python: [BREAKING] Python: Intro group chat and refactor orchestrations. Fix as_agent(). Standardize orchestration start msg types. (#1538)

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* Intro group chat and refactor magentic. Fix as_agent()

* Cleanup and improvements

* Add as_agent docstring clarification

* Standardize orchestration messages to use agent-style inputs.

* Simplify group chat constructs

* Further cleanup

* Add sk to af group chat migration sample. Update README.

* Improvements and simplifications

* consolidating shared orchestration logic

* Further clean up

* Add group chat sample

* Improve typing

* Fix test imports

* Fix readme links

* Cleanup per PR Feedback
This commit is contained in:
Evan Mattson
2025-10-25 00:14:06 +00:00
committed by GitHub
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commit e3aad8e4e0
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python/samples/semantic-kernel-migration/README.md
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# Copyright (c) Microsoft. All rights reserved.
# Semantic Kernel → Microsoft Agent Framework Migration Samples
This gallery helps Semantic Kernel (SK) developers move to the Microsoft Agent Framework (AF) with minimal guesswork. Each script pairs SK code with its AF equivalent so you can compare primitives, tooling, and orchestration patterns side by side while you migrate production workloads.
## What’s Included
## What’s Included
### Chat completion parity
- [01_basic_chat_completion.py](chat_completion/01_basic_chat_completion.py) — Minimal SK `ChatCompletionAgent` and AF `ChatAgent` conversation.
- [02_chat_completion_with_tool.py](chat_completion/02_chat_completion_with_tool.py) — Adds a simple tool/function call in both SDKs.
@@ -32,7 +33,8 @@ This gallery helps Semantic Kernel (SK) developers move to the Microsoft Agent F
### Orchestrations
- [sequential.py](orchestrations/sequential.py) — Step-by-step SK Team → AF `SequentialBuilder` migration.
- [concurrent_basic.py](orchestrations/concurrent_basic.py) — Concurrent orchestration parity.
- [handoff.py](orchestrations/handoff.py) — Support triage handoff migration with specialist routing.
- [group_chat.py](orchestrations/group_chat.py) — Group chat coordination with an LLM-backed manager in both SDKs.
- [handoff.py](orchestrations/handoff.py) - Handoff coordination between agents.
- [magentic.py](orchestrations/magentic.py) — Magentic Team orchestration vs. AF builder wiring.
### Processes
@@ -55,7 +57,7 @@ python samples/semantic-kernel-migration/chat_completion/01_basic_chat_completio
Every script accepts no CLI arguments and will first call the SK implementation, followed by the AF version. Adjust the prompt or credentials inside the file as necessary before running.
## Running Orchestration & Workflow Samples
Advanced comparisons are split between `samples/semantic-kernel-migration/orchestrations` (Sequential, Concurrent, Group Chat, Handoff, Magentic) and `samples/semantic-kernel-migration/processes` (fan-out/fan-in, nested). You can run them directly, or isolate dependencies in a throwaway virtual environment:
Advanced comparisons are split between `samantic-kernel-migration/orchestrations` (Sequential, Concurrent, Magentic) and `samantic-kernel-migration/processes` (fan-out/fan-in, nested). You can run them directly, or isolate dependencies in a throwaway virtual environment:
```
cd samples/semantic-kernel-migration
uv venv --python 3.10 .venv-migration