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## Why are these changes needed? This PR addresses critical issues in the AssistantAgent that affect tool handling: **Lack of tool call loop functionality**: The agent could not perform multiple consecutive tool calls in a single turn, limiting its ability to complete complex multi-step tasks that require chaining tool operations. These changes enhance the agent's robustness and capability while maintaining full backward compatibility through feature flags. ## Related issue number Closes #6268 ## Checks - [x] I've included any doc changes needed for <https://microsoft.github.io/autogen/>. See <https://github.com/microsoft/autogen/blob/main/CONTRIBUTING.md> to build and test documentation locally. - [x] I've added tests corresponding to the changes introduced in this PR. - [x] I've made sure all auto checks have passed. --------- Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
Building the AutoGen Documentation
AutoGen documentation is based on the sphinx documentation system and uses the myst-parser to render markdown files. It uses the pydata-sphinx-theme to style the documentation.
Prerequisites
Ensure you have all of the dev dependencies for the autogen-core package installed. You can install them by running the following command from the root of the python repository:
uv sync
source .venv/bin/activate
Building Docs
To build the documentation, run the following command from the root of the python repository:
poe --directory ./packages/autogen-core/ docs-build
To serve the documentation locally, run the following command from the root of the python repository:
poe --directory ./packages/autogen-core/ docs-serve
[!NOTE]
Sphinx will only rebuild files that have changed since the last build. If you want to force a full rebuild, you can delete the ./packages/autogen-core/docs/build directory before running the docs-build command.
Versioning the Documentation
The current theme - pydata-sphinx-theme - supports switching between versions of the documentation.
To version the documentation, you need to create a new version of the documentation by copying the existing documentation to a new directory with the version number. For example, to create a new version of the documentation for version 0.1.0, you would run the following command:
How are various versions built? - TBD.