Warning
This project is currently under heavy development. Please be aware that significant changes may occur.
Have you heard the saying, 'Two minds are better than one'? That's true for agents too. Tribe leverages on the langgraph framework to let you customize and coordinate teams of agents easily. By splitting up tough tasks among agents that are good at different things, each one can focus on what it does best. This makes solving problems faster and better.
By teaming up, agents can take on more complex tasks. Here are a few examples of what they can do together:
- ⚽️ Footbal analysis: Imagine a team of agents where one scours the web for the latest Premier League news, and another analyzes the data to write insightful reports on each team's performance in the new season.
- 🏝️ Trip Planning: For planning your next vacation, one agent could recommend the best local eateries, while another finds the top-rated hotels for you. This team makes sure every part of your trip is covered.
- 👩💻 Customer Service: A customer service team where one agent handles IT issues, another manages complaints, and a third takes care of product inquiries. Each agent specializes in a different area, making the service faster and more efficient.
and many many more!
- Rapid Team Design: Build your agent teams quickly with an intuitive drag-and-drop interface. No coding experience required!
- Versatile Model Support: Tribe works seamlessly with multiple commercial AI models like OpenAI, Google, and Anthropic, and is currently enhancing support for local models.
- Comprehensive Monitoring: Use LangSmith to continuously monitor and test your agents to ensure peak performance.
- Tool use: Empower your agents with web search capabilities and easily craft custom skills using Python and LangChain.
- Multi-User Support: Tribe offers multi-user instances, allowing for collaboration and oversight across different teams.
- Simple Deployment: Implement Tribe effortlessly in your system using Docker, streamlining the setup process for various environments.
Before deploying it, make sure you change at least the values for:
SECRET_KEYFIRST_SUPERUSER_PASSWORDPOSTGRES_PASSWORD
You can (and should) pass these as environment variables from secrets.
Some environment variables in the .env file have a default value of changethis.
You have to change them with a secret key, to generate secret keys you can run the following command:
python -c "import secrets; print(secrets.token_urlsafe(32))"Copy the content and use that as password / secret key. And run that again to generate another secure key.
Get up and started within minutes on your local machine.
Deploy Tribe on your remote server.
Log into Tribe using the email and password you defined during the installation step.
Navigate to the 'Teams' page and click on 'Add Team'. Enter a name for your team and click 'Save'.
Create two additional team members by dragging the handle of the Team Leader node.
Update the first team member as shown.
Update the second team member as shown.
Go to the 'Chat' tab and send a question to your team to see how they respond.
Congratulations! You’ve successfully built and communicated with your first multi-agent team on Tribe.
Tribe is open sourced and welcome contributions from the community! Check out our contribution guide to get started.
Some ways to contribute:
- Report bugs and issues.
- Enhance our documentation.
- Suggest or contribute new features or enhancements.
Check the file release-notes.md.
Tribe is licensed under the terms of the MIT license.