🔍 AI Business Sentiment Analysis Agent | 垂直领域商业舆情深度分析工具 | Playwright + DeepSeek + LangChain
<div align="center"> # 🔍 Nexus-Insight ### 垂直领域商业舆情深度分析 Agent **Vertical Domain Business Sentiment Analysis Agent** [](https://www.python.org/) [](https://playwright.dev/) [](LICENSE) </div> --- > **声明 | Disclaimer**:本项目由温州大学生科院学生自主开发,旨在通过 AI 技术解决中小企业在非标品选品中的信息滞后问题。 > > This project is independently developed by a student from Wenzhou University, aiming to solve the information lag problem for SMEs in non-standard product selection through AI technology. --- ## 📖 项目简介 | Introduction [中文](#中文) | [English](#english) ### English Nexus-Insight is more than just a web crawler. It's a **Business Intelligence Agent** that integrates **Playwright** automation with **DeepSeek** analytical capabilities. By simulating real user behavior, it deeply mines "unstructured reviews" from platforms like Xiaohongshu and Weibo, transforming them into quantifiable "business insights." ### 中文 Nexus-Insight 不仅仅是一个爬虫,它是一个集成 **Playwright** 自动化抓取与 **DeepSeek** 逻辑分析能力的商业情报 Agent。 它通过模拟真实用户行为,深入挖掘小红书、微博等平台的"非结构化评价",并将其转化为可量化的"商业洞察"。 --- ## ✨ 核心功能 | Core Features | 功能 | Feature | 描述 | |------|---------|------| | 🕷️ **深度数据采集** | **Deep Data Collection** | 利用 Playwright 绕过动态加载限制,抓取实时舆情 | | 🧠 **多维度情感分析** | **Multi-dimensional Sentiment Analysis** | 基于 LLM 对用户反馈进行分词处理与情感归类 | | 📊 **自动化研报生成** | **Automated Report Generation** | 一键导出 Markdown 格式的深度研报 | | 🕵️ **无痕巡航模式** | **Stealth Mode** | 采用隐私浏览器模式,规避算法推荐 | --- ## 🛠️ 技术栈 | Tech Stack <div align="center"> | Category | Technology | |----------|------------| | 💻 Language | Python 3.10+ | | 🔧 Framework | LangGraph, LangChain | | 🌐 Browser | Playwright | | 🤖 AI Model | DeepSeek-V3 / GPT-4o | </div> --- ## 📦 快速开始 | Quick Start ### 1. 克隆仓库 | Clone Repository ```bash git clone https://github.com/dsadsasdaddas/webcatch.git cd web
HAL 分层混合模型工作流 — 强模型(Claude)负责理解/拆解/验收,低成本模型(DeepSeek)负责检索/提取/清洗。Hermes Agent skill。
An LLM agent fine-tuned on DeepSeek for spaced repetition, dynamically integrating knowledge points based on the Ebbinghaus forgetting curve.
基于 STM32F103 构建的端到端 AI 智能手表生态。自研“零重定位”原生机器码动态加载引擎与页面栈式 UI 框架;集成生产级 OTA 回滚保护机制与高带宽(921600 baud)串口协议栈。通过 Node.js 中继实现 DeepSeek AI 语义控制及 ASRPRO 语音全双工交互,是一个集成了分布式计算、现代存储管理与 AI Agent 的嵌入式全栈工程。
A Meta-Agent-Driven Self-Evolving Multi-Agent System for UAV Detection and Tracking
One command to run Hermes AI Agent with a browser UI. Zero prerequisites. 一行命令,AI 就位。
网页应用Agent,接入DeepSeek、Mimo等模型