Files
crewAI-examples/marketing_strategy

AI Crew for Marketing Strategy

Introduction

This project demonstrates the use of the CrewAI framework to automate the creation of a marketing strategy. CrewAI orchestrates autonomous AI agents, enabling them to collaborate and execute complex tasks efficiently.

By @joaomdmoura

CrewAI Framework

CrewAI is designed to facilitate the collaboration of role-playing AI agents. In this example, these agents work together to create a comprehensive marketing strategy and develop compelling marketing content.

Running the Script

It uses GPT-4o by default so you should have access to that to run it.

Disclaimer: This will use gpt-4o unless you change it to use a different model, and by doing so it may incur in different costs.

  • Configure Environment: Copy .env.example and set up the environment variables for OpenAI and other tools as needed, like Serper.
  • Install Dependencies: Run poetry lock && poetry install.
  • Customize: Modify src/marketing_posts/main.py to add custom inputs for your agents and tasks.
  • Customize Further: Check src/marketing_posts/config/agents.yaml to update your agents and src/marketing_posts/config/tasks.yaml to update your tasks.
  • Execute the Script: Run poetry run marketing_posts and input your project details.

Details & Explanation

  • Running the Script: Execute poetry run marketing_posts. The script will leverage the CrewAI framework to generate a detailed marketing strategy.
  • Key Components:
    • src/marketing_posts/main.py: Main script file.
    • src/marketing_posts/crew.py: Main crew file where agents and tasks come together, and the main logic is executed.
    • src/marketing_posts/config/agents.yaml: Configuration file for defining agents.
    • src/marketing_posts/config/tasks.yaml: Configuration file for defining tasks.
    • src/marketing_posts/tools: Contains tool classes used by the agents.

License

This project is released under the MIT License.