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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>

2025-06-30 01:52:03 +09:00

src/autogen_agentchat

Feat/tool call loop (#6651 )

2025-06-30 01:52:03 +09:00

tests

Feat/tool call loop (#6651 )

2025-06-30 01:52:03 +09:00

LICENSE-CODE

Include license file in package (#3703 )

2024-10-09 15:01:09 -04:00

pyproject.toml

Update version to 0.6.1 (#6631 )

2025-06-04 22:47:36 -07:00

README.md

Make package readmes slightly less empty (#4961 )

2025-01-09 10:44:13 -08:00

README.md

AutoGen AgentChat

Documentation

AgentChat is a high-level API for building multi-agent applications. It is built on top of the autogen-core package. For beginner users, AgentChat is the recommended starting point. For advanced users, autogen-core's event-driven programming model provides more flexibility and control over the underlying components.

AgentChat provides intuitive defaults, such as Agents with preset behaviors and Teams with predefined multi-agent design patterns.