GPTeam is an open-source web application that simulates collaborative AI agents using GPT-4 to achieve predefined goals. It targets researchers and developers interested in exploring multi-agent productivity and communication, offering a platform to observe and modify agent interactions.

How It Works

GPTeam utilizes distinct agents, each with its own memory, that communicate and collaborate as a core mechanism. This approach, inspired by research on agent memory and reflection, allows agents to interact, share information, and work in parallel towards common objectives within a simulated environment. Agents can move between locations and perform tasks based on their current state and the presence of other agents.

Quick Start & Requirements

• Install via git clone and poetry run world.
• Requires an OpenAI API key. Optional keys for Anthropic Claude and Window extension are supported.
• Environment variables must be configured in a .env file.
• For cheaper operation, use poetry run world --turbo with gpt-3.5-turbo.
• Official demo: https://www.youtube.com/watch?v=cIxhI1d6NsM
• Architecture blog: https://blog.langchain.dev/gpteam-a-multi-agent-simulation/

Highlighted Details

• Simulates multi-agent collaboration using GPT-4.
• Supports agent memory and reflection mechanisms.
• Allows configuration of agents, locations, and LLM providers (OpenAI, Anthropic Claude).
• Integrates with Discord and a "Window" extension for enhanced interaction.

Maintenance & Community

• Contributions are welcomed via pull requests.
• No specific community links (Discord/Slack) or roadmap are provided in the README.

Licensing & Compatibility

• Licensed under the MIT license.
• Permissive for commercial use and integration with closed-source projects.

Limitations & Caveats

The project is described as a simulation, and performance or quality of results may vary significantly when using cheaper models like gpt-3.5-turbo. Some model integrations, like the Window extension, may experience slow response times due to long prompts.