GPTTeam
VerifiedOpen-source framework for GPT-powered collaborative AI agent teams.
What is GPTTeam?
GPTeam is a simulation platform that deploys several GPT-4 agents to collaborate on predefined objectives. Agents interact via communication tools, maintain personal memory stores, and perform actions across different virtual locations depending on their current tasks.
The system draws inspiration from research on generative agents, allowing parallel work and dynamic coordination. Users can adjust the setup through configuration files to change available agents, locations, and overall world rules.
It targets developers and researchers who want to experiment with multi-agent coordination, test communication patterns, and explore productivity improvements in AI-driven teams.
What you can build with GPTTeam
Collaborative Task Simulation
Run scenarios where agents divide work, communicate updates, and jointly complete complex directives.
Multi-Agent Research Experiments
Study memory, reflection, and interaction mechanics by observing how agents adapt and coordinate.
Custom Environment Testing
Modify agents and locations in config files to prototype different team structures and workflows.
Install GPTTeam
poetry run world- 1Clone the GPTeam repository to your machine and enter the directory.
- 2Execute python setup.py to verify and prepare the environment.
- 3Add your OpenAI API key and any optional service keys to the .env file.
- 4Launch the simulation using poetry run world or the cheaper turbo variant.
- 5Monitor agent activity by checking the generated text files in the agents folder.
GPTTeam: pros & cons
Pros
- +Flexible LLM options including cheaper turbo mode and Claude support
- +Easy world customization through a single config file
- +Built-in agent state logging for quick observation
- +Open-source with optional Discord integration
Cons
- –Initial setup requires API keys and poetry environment management
- –Turbo mode trades accuracy for lower cost
- –Observation limited to text file summaries without a graphical interface
Frequently asked questions
Yes, the turbo flag switches all calls to gpt-3.5-turbo for reduced cost.
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