Review Intelligence Agent 🕵️‍♂️✨

A powerful tool for collecting, analyzing, and generating insights from customer reviews across multiple platforms using AI agents. 🤖💡

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Features 🚀

• Multi-platform Review Collection: Scrape reviews from various platforms including Trustpilot 🌐
• Sentiment Analysis: Analyze customer sentiment across key aspects (Support, Pricing, Ease of Use) 📊
• Actionable Insights: Generate business intelligence from review data 📈✨
• Aspect-based Analysis: Deep dive into specific aspects of your product/service 🔍

Prerequisites 🛠️

• Python 3.8+ 🐍
• pip (Python package manager) 📦
• Bright Data API token 🔑
• Nebius API key 🔑

Installation ⚙️

1. Clone the repository:

    git clone <repository-url>
    cd review-intelligence-agent
   

2. Install dependencies:

    pip install -r requirements.txt
   

3. Create a .env file in the project root with your API keys:

    NEBIUS_API_KEY=your_nebius_api_key
    BRIGHT_DATA_API_TOKEN=your_bright_data_token
    WEB_UNLOCKER_ZONE=your_web_unlocker_zone
    BROWSER_ZONE=your_browser_zone
   

Usage ▶️

1. Update the product_urls list in review_intelligence.py with your target review pages 📝

2. Run the script:

    python review_intelligence.py
   

Output 📤

The script will output a JSON analysis containing:

• Extracted reviews with metadata 🗂️
• Sentiment analysis scores for key aspects 🎯
• Business insights and recommendations 🧠💡

Configuration ⚙️📝

You can customize the analysis by modifying the agent configurations in review_intelligence.py:

• Adjust the LLM model parameters 🧩
• Modify aspect categories and keywords 📝
• Configure task parameters and expected outputs 🎛️