MarketScope-AI-Powered-Industry-Segment-Intelligence-Platform

# MarketScope AI: Healthcare Product Analytics MarketScope AI is an intelligent analytics platform that helps you understand and analyze different healthcare market segments using advanced AI and natural language processing. ## Features - **Market Segmentation Analysis** - Analyze and understand different healthcare market segments - **Strategic Query Optimization** - Get optimized answers to your strategic questions - **Product Comparison** - Compare products across different segments - **Sales & Marketing Analysis** - Upload your sales data for AI-powered insights ## Getting Started ### Prerequisites - Python 3.8 or higher - Required packages (installed automatically when following the setup instructions) ### Setup and Running  #### Simple Method Run the simplified starter script: ```bash python run_servers.py ``` This will: 1. Check for required packages and install them if needed 2. Start the API server 3. Start the Streamlit frontend 4. Provide you with the URL to access the application #### Manual Setup 1. Install dependencies: ```bash pip install -r requirements.txt ``` 2. Start the API server: ```bash python api/main.py ``` 3. Start the Streamlit frontend: ```bash streamlit run frontend/app.py ``` ## Project Structure - `api/` - FastAPI backend server - `frontend/` - Streamlit user interface - `mcp_servers/` - Model Context Protocol (MCP) servers for different functionalities - `agents/` - AI agents for analysis - `config/` - Application configuration ## Healthcare Segments The platform supports analysis across these healthcare segments: - Diagnostic Segment - Supplement Segment - OTC Pharmaceutical Segment - Fitness Wearable Segment - Skin Care Segment ## Data Analysis To analyze your sales data: 1. Select your segment from the sidebar 2. Go to Sales & Marketing Analysis page 3. Upload your CSV file or use the sample data 4. Click "Analyze Data" ## RAG for Marketing Knowledge MarketScope includes a Retrieval Augmented Generation (RAG) system that provides access to marketing knowledge from Philip Kotler's Marketing Management book: 1. Go to the Query Optimization page 2. Enter your marketing question 3. The system will retrieve relevant sections from the book 4. Get tailored marketing strategies for your specific segment ## Deployed Links: -## MCP SERVER: - unified server - http://34.42.74.104:8000/docs - marketing analysis server - http://34.42.74.104:8001/docs - snowflake mcp server - http://34.42.74.104:8004/docs - sales data analysis server - http://34.42.74.104:8002/docs - segment mcp server - http://34.42.74.104:8003/docs ## Troubleshooting If you encounter issues: - Check that all required dependencies are installed - Verify that no other applications are using the required ports (8000-8004, 8501) - Ensure your environment variables are properly set up - Check the application logs for specific error messages ## CodeLabs https://codelabs-preview.appspot.com/?file_id=1_936snjPYvoj-RmfO5Vcm2G8xzjVTv0XGRy5wHlFiCo/edit?pli=1&tab=t.0#0 ## License [MIT License](LICENSE)