Swarm

Swarm AI is a powerful solution designed to streamline user profile synchronization across multiple AI agents. By teaching one agent about personal preferences and identity, users ensure that all connected agents benefit from shared knowledge, reducing repetitive interactions.

Key Features

• Multi-user Capability: The setup includes a wizard, JWT login, and user management tools to enable seamless onboarding for multiple users.
• User Profiles: Create layered profiles encompassing identity, preferences, work details, and contextual information with confidence scoring to gauge the reliability of the data.
• Shared Memory: Experience cross-agent memories with full-text search capabilities, allowing for efficient information retrieval and data management.
• Semantic Search: Utilize an optional embedding API that is compatible with OpenAI for enhanced search functionality.
• Agent Personas: Customize personality and instructional profiles for each individual agent to optimize interaction.
• Dynamic API Documentation: The llms.txt file serves as a self-service document that agents can read to facilitate their onboarding.
• Tenant Isolation: Ensure that all data is user-scoped, maintaining privacy across different users.
• Compliance and Control: An audit log tracks every API action and profile change, with administrative controls available for user management, including disabling accounts and resetting tokens.
• Mobile-Friendly Dashboard: A responsive interface designed for both desktop and mobile users, equipped with a collapsible sidebar for enhanced navigation.
• Database Flexibility: Supports SQLite for development and PostgreSQL for scalability, adapting to varying project needs.
• Observe API: Automatically extracts profile data from natural language inputs, making the user experience intuitive and effortless.

API Accessibility

The Swarm API allows easy access to user profiles and memories, with endpoints for reading profile information, writing new entries, and observing inputs to generate insights. Here are some example API endpoints:

GET  /api/v1/profile          # Retrieve user profile information
PATCH /api/v1/profile         # Update profile entries
POST /api/v1/profile/observe  # Automatically extract information from text
GET  /api/v1/memory          # Search previous memories
POST /api/v1/memory          # Add new memory entries
GET  /llms.txt?key=<token>   # Access self-service API documentation
GET  /api/health             # Check the health of the API

Swarm AI presents a robust framework for AI agents to communicate and synchronize user profiles effectively, enhancing user interaction and optimizing the integration of multiple AI systems.