CrewAI AutoCrew Script

Introduction

Welcome to the CrewAI AutoCrew Script, an innovative Python tool designed to automate the creation and evaluation of virtual agent teams. Integrating with Ollama for AI-driven decision-making, this script streamlines processes within the CrewAI framework, making it an indispensable resource for developers and researchers in AI and machine learning.

Table of Contents

• CrewAI AutoCrew Script
  • Introduction
  • Table of Contents
  • Features
  • Prerequisites
  • Installation
  • Usage
    • Options
  • Examples
    • Basic Command
    • Automatic Execution
  • Troubleshooting
  • FAQ
  • Contributing
  • License
  • Acknowledgments
  • Versioning and Updates

Features

• Agent Team Creation: Automates generation of agent teams with specified roles and tasks.
• Integration with Ollama and CrewAI: Leverages Ollama for decision-making and CrewAI for agent management.
• CSV Data Management: Facilitates agent data handling in CSV format.
• Multiple Script Generation: Supports creation of various scripts for different objectives.
• Team Ranking Functionality: Evaluates and ranks agent teams based on effectiveness and goal alignment.

Prerequisites

• Python 3.x
• OpenAI API key (for Ollama interactions)
• Basic knowledge of Python and command-line operations.

Installation

1. Clone the repository to your local machine

   git clone https://github.com/Niell007/crewai-autocrew.git
   cd crewai-autocrew
   

2. Install Python 3.x if not already installed: Python Installation Guide.

3. Obtain an OpenAI API key from OpenAI.

4. Install necessary dependencies:

   pip install -r requirements.txt
   

Usage

Execute the script in a terminal as follows:

python3 crewai-autocrew.py [options] "overall_goal"

Options

• "overall_goal": Main objective for the agent crew (in quotes).
• -a: Automatically run the generated script.
• -m[NUM]: Create multiple crews for the same goal. Replace [NUM] with the number required.
• -r: (experimental): Rank crews generated with the "-m" option.

Examples

Basic Command

python3 crewai-autocrew.py "create a smartphone app with a Voice Chatbot for scam calls"

Automatic Execution

python3 crewai-autocrew.py "Summarise the latest tech news" -a

### Multiple Scripts

python3 crewai-autocrew.py "Develop a handheld quantum computer" -m3

### Ranking Crews

python3 crewai-autocrew.py "Environmental Cleanup" -r

## Troubleshooting

For common issues, refer to the [Troubleshooting Guide](Troubleshooting.md).

## FAQ

Answers to frequently asked questions can be found in the [FAQ section](FAQ.md).

## Contributing

Contributions are welcome. Please fork the repository and submit pull requests for enhancements.

## License

This project is under the MIT License - see the [LICENSE](LICENSE) file for details.

## Acknowledgments

Special thanks to all contributors and users of the CrewAI community.

## Versioning and Updates

Regular updates are made to this script. Check the [Releases](https://github.com/yourrepository/crewai-autocrew/releases) page for the latest version.

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**Disclaimer**: This script is updated regularly. Ensure you're using the latest version for optimal functionality.

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