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[BREAKING] Python: Add InvokeFunctionTool action for declarative workflows (#3716)

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* add(declarative): Declarative workflow InvokeFunctionTool feature

* Cleanup

* Address PR feedback

* Remove InvokeTool kind, consolidate to InvokeFunctionTool

* Fix sample locations

* pin azure-ai-projects to 2.0.0b3 due to breaking changes
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Evan Mattson
2026-02-25 07:54:35 +09:00
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python/samples/03-workflows/README.md
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@@ -127,16 +127,18 @@ Orchestration-focused samples (Sequential, Concurrent, Handoff, GroupChat, Magen
YAML-based declarative workflows allow you to define multi-agent orchestration patterns without writing Python code. See the [declarative workflows README](./declarative/README.md) for more details on YAML workflow syntax and available actions.
| Sample | File | Concepts |
| -------------------- | ------------------------------------------------------------------------ | ------------------------------------------------------------- |
| Conditional Workflow | [declarative/conditional_workflow/](./declarative/conditional_workflow/) | Nested conditional branching based on user input |
| Customer Support | [declarative/customer_support/](./declarative/customer_support/) | Multi-agent customer support with routing |
| Deep Research | [declarative/deep_research/](./declarative/deep_research/) | Research workflow with planning, searching, and synthesis |
| Function Tools | [declarative/function_tools/](./declarative/function_tools/) | Invoking Python functions from declarative workflows |
| Human-in-Loop | [declarative/human_in_loop/](./declarative/human_in_loop/) | Interactive workflows that request user input |
| Marketing | [declarative/marketing/](./declarative/marketing/) | Marketing content generation workflow |
| Simple Workflow | [declarative/simple_workflow/](./declarative/simple_workflow/) | Basic workflow with variable setting, conditionals, and loops |
| Student Teacher | [declarative/student_teacher/](./declarative/student_teacher/) | Student-teacher interaction pattern |
| Sample | File | Concepts |
|---|---|---|
| Agent to Function Tool | [declarative/agent_to_function_tool/](./declarative/agent_to_function_tool/) | Chain agent output to InvokeFunctionTool actions |
| Conditional Workflow | [declarative/conditional_workflow/](./declarative/conditional_workflow/) | Nested conditional branching based on user input |
| Customer Support | [declarative/customer_support/](./declarative/customer_support/) | Multi-agent customer support with routing |
| Deep Research | [declarative/deep_research/](./declarative/deep_research/) | Research workflow with planning, searching, and synthesis |
| Function Tools | [declarative/function_tools/](./declarative/function_tools/) | Invoking Python functions from declarative workflows |
| Human-in-Loop | [declarative/human_in_loop/](./declarative/human_in_loop/) | Interactive workflows that request user input |
| Invoke Function Tool | [declarative/invoke_function_tool/](./declarative/invoke_function_tool/) | Call registered Python functions with InvokeFunctionTool |
| Marketing | [declarative/marketing/](./declarative/marketing/) | Marketing content generation workflow |
| Simple Workflow | [declarative/simple_workflow/](./declarative/simple_workflow/) | Basic workflow with variable setting, conditionals, and loops |
| Student Teacher | [declarative/student_teacher/](./declarative/student_teacher/) | Student-teacher interaction pattern |
### resources