c150f85044
## Summary Implements the `tool_choice` parameter for `ChatCompletionClient` interface as requested in #6696. This allows users to restrict which tools the model can choose from when multiple tools are available. ## Changes ### Core Interface - Core Interface: Added `tool_choice: Tool | Literal["auto", "required", "none"] = "auto"` parameter to `ChatCompletionClient.create()` and `create_stream()` methods - Model Implementations: Updated client implementations to support the new parameter, for now, only the following model clients are supported: - OpenAI - Anthropic - Azure AI - Ollama - `LlamaCppChatCompletionClient` currently not supported Features - "auto" (default): Let the model choose whether to use tools, when there is no tool, it has no effect. - "required": Force the model to use at least one tool - "none": Disable tool usage completely - Tool object: Force the model to use a specific tool --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: ekzhu <320302+ekzhu@users.noreply.github.com> Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
AutoGen Python packages
This directory works as a single uv workspace containing all project packages. See packages to discover all project packages.
Migrating from 0.2.x?
Please refer to the migration guide for how to migrate your code from 0.2.x to 0.4.x.
Development
TL;DR, run all checks with:
uv sync --all-extras
source .venv/bin/activate
poe check
Setup
uv is a package manager that assists in creating the necessary environment and installing packages to run AutoGen.
To upgrade uv to the latest version, run:
uv self update
Virtual Environment
During development, you may need to test changes made to any of the packages.
To do so, create a virtual environment where the AutoGen packages are installed based on the current state of the directory.
Run the following commands at the root level of the Python directory:
uv sync --all-extras
source .venv/bin/activate
uv sync --all-extraswill create a.venvdirectory at the current level and install packages from the current directory along with any other dependencies. Theall-extrasflag adds optional dependencies.source .venv/bin/activateactivates the virtual environment.
Common Tasks
To create a pull request (PR), ensure the following checks are met. You can run each check individually:
- Format:
poe format - Lint:
poe lint - Test:
poe test - Mypy:
poe mypy - Pyright:
poe pyright - Build docs:
poe --directory ./packages/autogen-core/ docs-build - Auto rebuild+serve docs:
poe --directory ./packages/autogen-core/ docs-serve - Check samples in
python/samples:poe samples-code-checkAlternatively, you can run all the checks with: poe check
Note
These need to be run in the virtual environment.
Syncing Dependencies
When you pull new changes, you may need to update the dependencies.
To do so, first make sure you are in the virtual environment, and then in the python directory, run:
uv sync --all-extras
This will update the dependencies in the virtual environment.
Creating a New Package
To create a new package, similar to autogen-core or autogen-chat, use the following:
uv sync --python 3.12
source .venv/bin/activate
cookiecutter ./templates/new-package/