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@pgrayy pgrayy commented Jul 9, 2025

Description

Support async tool definitions.

Related Issues

#83

Documentation PR

Will be following up on this.

Type of Change

  • Bug fix
  • New feature
  • Breaking change
  • Documentation update
  • Other (please describe):

Testing

How have you tested the change? Verify that the changes do not break functionality or introduce warnings in consuming repositories: agents-docs, agents-tools, agents-cli

  • I ran hatch run prepare
  • Wrote new unit tests.
  • Ran the integ tests.
  • Ran the following test script:
@strands.tool
async def math_agent(exp: str):
    model = OpenAIModel({"api_key": "****"}, model_id="gpt-4o")
    agent = Agent(model=model, callback_handler=None)
    prompt = f"What is {exp}? Think through the steps."
    result = await agent.invoke_async(prompt)
    return result.message


model = OpenAIModel({"api_key": "****"}, model_id="gpt-4o")
agent = Agent(model=model, tools=[math_agent], callback_handler=None)
result = agent("Can you run the math_agent tool 4 times to help me with the calculation '2+2'? I want different perspectives")
print(result.message)

The tool is executed 4 times concurrently. Note, we are using Agent.__call__ which is synchronous itself but under the hood it creates an async event loop.

Checklist

  • I have read the CONTRIBUTING document
  • I have added any necessary tests that prove my fix is effective or my feature works
  • I have updated the documentation accordingly
  • I have added an appropriate example to the documentation to outline the feature, or no new docs are needed
  • My changes generate no new warnings
  • Any dependent changes have been merged and published

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

@pgrayy pgrayy requested a review from zastrowm July 9, 2025 13:54
@pgrayy pgrayy marked this pull request as ready for review July 9, 2025 13:54
@pgrayy pgrayy changed the title async tools async tools support Jul 9, 2025
jer96
jer96 previously approved these changes Jul 9, 2025
@pgrayy pgrayy temporarily deployed to auto-approve July 9, 2025 21:48 — with GitHub Actions Inactive
@pgrayy pgrayy merged commit e36eb59 into strands-agents:main Jul 10, 2025
12 checks passed
@jer96 jer96 mentioned this pull request Jul 10, 2025
8 tasks
@pgrayy pgrayy deleted the async-tools branch July 14, 2025 13:18
dbschmigelski pushed a commit to Ketansuhaas/sdk-python that referenced this pull request Jul 24, 2025
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3 participants