fix readme

[alcholiclg]

Change Summary

Related issue number

Checklist

• The pull request title is a good summary of the changes - it will be used in the changelog
• Unit tests for the changes exist
• Run pre-commit install and pre-commit run --all-files before git commit, and passed lint check.
• Documentation reflects the changes where applicable

[gemini-code-assist]

Summary of Changes

Hello @alcholiclg, 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 updates the project's documentation to announce the release of MS-Agent v1.6.0rc1, which introduces the enhanced Agentic Insight v2. The changes include adding release notes and detailed feature descriptions for Agentic Insight v2, along with instructions for its WebUI usage, ensuring that users have up-to-date information in both English and Chinese.

Highlights

• Release Announcement: Added news about the release of MS-Agent v1.6.0rc1, featuring Agentic Insight v2, to both English and Chinese main README files.
• Agentic Insight v2 Details: Included a comprehensive description of Agentic Insight v2's features, performance, and architecture in both README.md and README_ZH.md.
• WebUI Integration Guide: Provided instructions on how to run Agentic Insight v2 using the built-in WebUI in its dedicated English and Chinese READMEs (projects/deep_research/v2/README.md and projects/deep_research/v2/README_zh.md).

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Changelog

• README.md
  • Added an entry for MS-Agent v1.6.0rc1 release, highlighting Agentic Insight v2.
  • Inserted a new section detailing the features and benefits of Agentic Insight v2.
• README_ZH.md
  • Added a Chinese entry for MS-Agent v1.6.0rc1 release, highlighting Agentic Insight v2.
  • Inserted a new Chinese section detailing the features and benefits of Agentic Insight v2.
• projects/deep_research/v2/README.md
  • Added a section explaining how to run Agentic Insight v2 via the WebUI, including configuration requirements.
• projects/deep_research/v2/README_zh.md
  • Added a Chinese section explaining how to run Agentic Insight v2 via the WebUI, including configuration requirements.

Activity

• No human activity has been recorded on this pull request yet.

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[gemini-code-assist]

Code Review

This pull request updates the README files in both English and Chinese to announce the new MS-Agent v1.6.0rc1 release and introduce the 'Agentic Insight v2' feature. The changes are clear and informative. I've identified a couple of minor issues in the Chinese README where links point to the English documentation instead of the corresponding Chinese versions. Updating these links will improve the experience for Chinese-speaking users. My detailed suggestions are in the comments below.

[gemini-code-assist]

In the Chinese README, this link points to the deep_research/v2 directory, which will display the English README.md by default on GitHub. For a better user experience for Chinese readers, it would be best to link directly to the Chinese version of the README file (README_zh.md).

Suggested change

	- **Agentic Insight v2**：完整重构的深度研究系统，性能更优、可扩展性更强、可信度更高，支持在webui中使用，详情请参考 [Agentic Insight v2](https://github.com/modelscope/ms-agent/tree/main/projects/deep_research/v2)
	- **Agentic Insight v2**：完整重构的深度研究系统，性能更优、可扩展性更强、可信度更高，支持在webui中使用，详情请参考 [Agentic Insight v2](https://github.com/modelscope/ms-agent/blob/main/projects/deep_research/v2/README_zh.md)