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:

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:

pip install -r requirements.txt

2. Start the API server:

python api/main.py

3. Start the Streamlit frontend:

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