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Python: Add factory pattern to sequential orchestration builder (#2710)

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* Add factory pattern to sequential orchestration builder

* Use temp list to avoid override

* Add sample and some other fixes

* Fix comments

* Small fix

* Update readme
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Tao Chen
2025-12-10 10:16:10 -08:00
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python/samples/getting_started/workflows/README.md
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@@ -124,6 +124,7 @@ For additional observability samples in Agent Framework, see the [observability
| Magentic + Checkpoint Resume | [orchestration/magentic_checkpoint.py](./orchestration/magentic_checkpoint.py) | Resume Magentic orchestration from saved checkpoints |
| Sequential Orchestration (Agents) | [orchestration/sequential_agents.py](./orchestration/sequential_agents.py) | Chain agents sequentially with shared conversation context |
| Sequential Orchestration (Custom Executor) | [orchestration/sequential_custom_executors.py](./orchestration/sequential_custom_executors.py) | Mix agents with a summarizer that appends a compact summary |
| Sequential Orchestration (Participant Factories) | [orchestration/sequential_participant_factory.py](./orchestration/sequential_participant_factory.py) | Use participant factories for state isolation between workflow instances |
**Magentic checkpointing tip**: Treat `MagenticBuilder.participants` keys as stable identifiers. When resuming from a checkpoint, the rebuilt workflow must reuse the same participant names; otherwise the checkpoint cannot be applied and the run will fail fast.