Features
MindSpider爬虫系统：Playwright自动化，支持广度与深度爬取
并行智能体分析：三个Agent（QueryEngine、MediaEngine、InsightEngine）同时运行
ForumEngine协调层：LLM主持人模拟辩论，消除偏见
链式思维碰撞机制：基于日志的Agent间通信与指导
多格式报告生成：HTML、PDF、Markdown输出
配置管理系统：灵活设置LLM后端、数据库、搜索工具
实时通信：Flask Web应用与Streamlit交互界面
关键词优化器：Qwen-based SQL关键词扩展
五级情感分析：22语言，基于微调BERT/GPT2/Qwen
数据库集成：PostgreSQL/MySQL存储与查询
多LLM后端：支持DeepSeek、Gemini、Kimi、Qwen Plus切换
Solar-powered rover with controlled illumination
Per-plant high-resolution imaging across growing season
AI-powered pest, weed, and disease detection per plant
Real-time plant growth monitoring
Automated yield forecasting from imagery and environmental data
Crop phenotyping via computer vision (leaf size, biomass)
Quality inspection for fruits and vegetables
Food waste reduction analytics
Integration of satellite, weather, and soil data layers
Multi-angle image capture with controlled rolling speeds
Machine learning to identify plant-environment interaction patterns
Data collection in muddy fields and bright sunlight
Terabyte-scale image datasets per field
Controlled rolling speeds and sophisticated sensors
