Dev/update agentscope react example version

[garyzhang99]

Description

As the title says.

We update an example compatible with agentscope-v1. The example for agentscope-v0 is kept but might be deprecated in the future.

Checklist

Please check the following items before code is ready to be reviewed.

• Code has passed all tests
• Docstrings have been added/updated in Google Style
• Documentation has been updated
• Code is ready for review

[gemini-code-assist]

Summary of Changes

Hello @garyzhang99, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request focuses on modernizing the integration with the AgentScope framework by introducing compatibility with its V1 version. It provides an updated example workflow for React agents, ensuring that the project leverages the latest features and best practices from AgentScope, while gracefully phasing out the older V0-based example.

Highlights

• AgentScope V1 Compatibility: Introduced a new AgentScopeReactMathWorkflow to support AgentScope V1, providing an updated example for integration.
• Deprecation of AgentScope V0 Example: The existing AgentScopeReactV2MathWorkflow (AgentScope V0) has been marked for deprecation, with a new file added for the V1 version.
• Documentation Update: The example_react.md tutorial has been updated to reflect the changes, including new class names, an async client note, and results from training with Qwen3-4B on the V1 workflow.

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[gemini-code-assist]

Code Review

This pull request updates an agentscope example to be compatible with v1, while deprecating the v0 version. The changes include adding a new workflow for v1, updating documentation, and modifying related imports. My review focuses on improving code quality in the new workflow file by addressing code duplication, string formatting, and function structure. I also point out a typo in the updated documentation.