MarketingAnalystHelper

A multi-agent application powered by LangGraph that helps with marketing data analysis for power generation markets.

Project Structure

MarketingAnalystHelper/
├── src/                        # Source code
│   ├── agents/                 # Agent definitions
│   ├── tools/                  # Tools used by agents
│   ├── graphs/                 # LangGraph workflow definitions
│   ├── utils/                  # Utility functions
│   ├── models/                 # Data models
│   └── data/                   # Data storage
│   └── main.py                 # Main application entry point
├── tests/                      # Test cases
│   └── test_marketing_analyst.py # Tests for marketing analyst
└── scripts/                    # Utility scripts

Setup

1. Create a conda environment:

conda env create -f environment.yml

2. Activate the environment:

conda activate MarketingAnalystHelper

3. Set up your API keys:

Create a .env file in the project root and add your OpenAI API key:

OPENAI_API_KEY=your-api-key-here

Usage

To run the marketing analysis:

python -m src.main --data path/to/your/data.csv --metrics roi ctr conversion_rate

Development

Run tests:

pytest