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
Multi-sensor core scanning: RGB, XRF, hyperspectral, LiDAR
LIBS-based detection of REEs and light elements (via Lumo Analytics)
AI-powered core logging on Digital Core Table
Resource modeling with RMSP integration
Drill Hole Optimizer for mine planning
Sub-48-hour turnaround time
4x faster than manual core logging
Over 400% project acceleration
End-to-end workflow from scanning to modeling
Domain expertise throughout mining cycle
High-fidelity data capture and analytics
Consistent logging with fewer errors
Professional consulting and training services
Decision engineering for critical mineral exploration
Cloud-based digital core collaboration
