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

diagram-export-4-18-2025-2_51_50-PM

Simple Method

Run the simplified starter script:

python run_servers.py

This will:

Check for required packages and install them if needed
Start the API server
Start the Streamlit frontend
Provide you with the URL to access the application

Manual Setup

Install dependencies:

pip install -r requirements.txt

Start the API server:

python api/main.py

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:

Select your segment from the sidebar
Go to Sales & Marketing Analysis page
Upload your CSV file or use the sample data
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:

Go to the Query Optimization page
Enter your marketing question
The system will retrieve relevant sections from the book
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

Categories

Current Category: airflow

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

airflow-mcp-server