FREE Tribe AI Open Source RAG AI Agent GUI Builder!🤖 Self Hosted LangGraph + Ollama + Web Search
AI Summary
Summary of Tribe AI Video
Introduction
- The video introduces Tribe AI, a low-code tool for building and coordinating AI agent teams.
- Tribe AI is open-source and can be self-hosted.
- It can connect with OpenAI, Anthropic, and Olama.
What is Tribe AI?
- Tribe AI uses the Lang graph framework to customize and coordinate teams of AI agents.
- It allows agents to focus on their strengths, improving problem-solving efficiency.
- Potential use cases include football analysis, trip planning, and customer service.
- Features include persistent conversations, observability tools, retrieval-augmented generation, human-in-the-loop, and open-source models.
- Tribe AI can be integrated with external applications through API endpoints.
Deployment
- Tribe AI can be deployed locally using Docker or on a remote server.
- The video focuses on local deployment with Docker.
Main Concepts
- Sequential vs. Hierarchical Workflows:
- Sequential: Agents execute tasks one after another.
- Hierarchical: A team leader delegates tasks to team members and sub-leaders.
- Skills: Agents can be equipped with skills to interact with the world, such as making HTTP requests.
Installation and Setup
- The video provides a step-by-step guide to installing Tribe AI using Docker.
- Users are instructed to clone a GitHub repository and set up environment variables.
- Docker is required to be installed and running on the user’s system.
- After setup, users can access Tribe AI’s frontend and other components.
Using Tribe AI
- Users can manage user settings, add users, and upload documents for embedding and chunking.
- Skill management allows adding custom skills for agents.
- Teams can be created with sequential or hierarchical workflows.
- The video demonstrates creating a marketing team and configuring agents with specific roles, skills, and knowledge bases.
- Users can interact with their teams through a chat interface and configure API keys for authentication.
Testing Tribe AI
- The video shows how to test Tribe AI by asking questions and observing how different agents respond based on their assigned skills and knowledge bases.
- The system uses retrieval-augmented generation to pull relevant information from uploaded documents.
Conclusion
- The video concludes with a comparison of Tribe AI to other AI agent orchestration platforms.
- Viewers are encouraged to share their thoughts and experiences with Tribe AI.
URLs and Commands
- No specific URLs or CLI commands were provided in the summary.
(Note: The summary is based on the provided transcript and does not include any additional information or promotional content.)