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tool executors #228
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| # Tool Executors | ||
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| Tool executors allow users to customize the execution strategy of tools executed by the agent (e.g., concurrent vs sequential). Currently, Strands is packaged with 2 executors. | ||
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| ## Concurrent Executor | ||
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| Use `ConcurrentToolExecutor` (the default) to execute tools concurrently: | ||
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| ```python | ||
| from strands import Agent | ||
| from strands.tools.executors import ConcurrentToolExecutor | ||
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| agent = Agent( | ||
| tool_executor=ConcurrentToolExecutor(), | ||
| tools=[weather_tool, time_tool] | ||
| ) | ||
| # or simply Agent(tools=[weather_tool, time_tool]) | ||
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| agent("What is the weather and time in New York?") | ||
| ``` | ||
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| Assuming the model returns `weather_tool` and `time_tool` use requests, the `ConcurrentToolExecutor` will execute both concurrently. | ||
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| ### Sequential Behavior | ||
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| On certain prompts, the model may decide to return one tool use request at a time. Under these circumstances, the tools will execute sequentially. Concurrency is only achieved if the model returns multiple tool use requests in a single response. Certain models however offer additional abilities to coherce a desired behavior. For example, Anthropic exposes an explicit parallel tool use setting ([docs](https://docs.anthropic.com/en/docs/agents-and-tools/tool-use/implement-tool-use#parallel-tool-use)). | ||
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| ## Sequential Executor | ||
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| Use `SequentialToolExecutor` to execute tools sequentially: | ||
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| ```python | ||
| from strands import Agent | ||
| from strands.tools.executors import SequentialToolExecutor | ||
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| agent = Agent( | ||
| tool_executor=SequentialToolExecutor(), | ||
| tools=[screenshot_tool, email_tool] | ||
| ) | ||
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| agent("Please take a screenshot and then email the screenshot to my friend") | ||
| ``` | ||
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| Assuming the model returns `screenshot_tool` and `email_tool` use requests, the `SequentialToolExecutor` will execute both sequentially in the order given. | ||
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| ## Custom Executor | ||
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| Custom tool executors are not currently supported but are planned for a future release. You can track progress on this feature at [GitHub Issue #762](https://github.com/strands-agents/sdk-python/issues/762). |
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