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Working and Structure

AgentX - AI-Powered Website Maintenance

🧰 Overview

AgentX is a cross-platform desktop application that automates website maintenance tasks using Google's Gemini LLM and a custom Retrieval-Augmented Generation (RAG) pipeline. It handles content updates, SEO optimization, error fixing, content generation, and performance monitoring—with minimal manual intervention.

✨ Features

• ✅ Automated Content Updates: Detects and refreshes outdated content.
• 🔍 SEO Optimization: Enhances metadata, keywords, and alt-text for better search visibility.
• 🛠️ Error Detection & Fixing: Identifies and repairs broken links and formatting issues.
• 📝 AI-Powered Content Generation: Fills content gaps with high-quality, human-like text.
• 📊 Performance Monitoring: Analyzes Core Web Vitals and suggests optimizations.

📐 Tech Stack

• Frontend: Next.js (React) + Mantine UI (for responsive design)
• Backend: Tauri (Rust) + Python (for specialized tasks)
• AI Engine: Google’s Gemini LLM + Custom RAG Pipeline
• Data Management: Local vector database + Web Crawling

🚀 Installation & Setup

✅ Prerequisites

Ensure you have the following installed:

• Node.js (Latest LTS)
• Rust (Stable version)
• Python (3.x)

🛠️ Setup Instructions

1. Clone the Repository

   git clone [https://github.com/](https://github.com/)<username>/AgentX.git
   cd AgentX

2. Install Dependencies

   pnpm install

3. Install Python Backend Dependencies and Run:

   cd src/backend
   pip install -r requirements.txt
   python main.py # or how ever you run your python backend
   cd ../.. # Go back to the main directory

4. Run the Application

   pnpm run tauri dev