OSPP/feat: Integrate VMind to enable automated insight annotation and enhance report generation pipeline#1261
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didiforgithub merged 3 commits intoFoundationAgents:chart-visualizationfrom Oct 28, 2025
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Features
This pull request introduces a major enhancement to the OpenManus framework by integrating VMind's visualization engine and building a robust, automated report generation pipeline. The key features include:
- A Standardized 9-Tool Report Generation Pipeline: A structured process that guides the AI agent from data input to a polished, insightful final report.
- Deep VMind Integration for Automated Charting: Seamlessly leverages VMind for generating interactive and high-quality data visualizations.
- Intelligent Insight Detection and Annotation: Empowers the pipeline to automatically identify key data patterns (Abnormal Trend and Abnormal Band) and annotate them directly onto the charts, providing actionable insights.
Feature Docs
https://paeig3wrlrl.feishu.cn/wiki/KS35wAqCViV6EmkyNh5cgie5nOc?from=from_copylink
Influence
It transforms OpenManus into an intelligent analysis tool, boosting report quality, user productivity, and applicability across health, education, and production scenarios.
Result
The optimized agent comprehensively surpasses the generic agent. It is very close to the Manus system in report depth and chart visualization, and surpasses Manus in automated insight analysis.