# Swarms AI

> Enterprise-grade multi-agent framework for building, deploying, and scaling autonomous AI agent swarms with advanced collaboration and communication protocols.

Swarms AI provides enterprise-grade infrastructure for building, deploying, and scaling autonomous AI agent swarms. The platform offers multi-agent frameworks in Python and Rust, along with a hosted API and marketplace for buying and selling agents, prompts, and tools. Swarms enables teams to ship production-grade autonomous systems with sophisticated memory management, communication protocols, and simulation environments.

- **Multi-Agent Architectures** - Build complex hierarchical, sequential, and parallel agent collaboration systems for sophisticated workflows and task automation.

- **Agent-To-Agent Communication** - Advanced communication protocols enable seamless interaction between agents, allowing for coordinated decision-making and information sharing.

- **Ultra-Optimized Runtime** - High-performance runtime delivers maximum agent efficiency and speed for production workloads.

- **Multi-Agent Memory Systems** - Sophisticated memory management handles complex agent workflows with persistent context and state management.

- **Simulation Environments** - Advanced simulation environments for testing and training agent swarms before production deployment.

- **Enterprise Security & Compliance** - Built-in security, governance, and compliance features including HIPAA compliance and ISO 27001 certification for enterprise deployments.

- **Swarms Python Framework** - The original Python framework with full backwards compatibility with LangChain, AutoGen, and other popular frameworks.

- **Swarms-RS (Rust)** - Ultra-fast, memory-safe, and production-ready multi-agent framework built in Rust for maximum performance and reliability.

- **Swarms API** - Enterprise-grade hosted API with ultra-optimized runtime for deploying and scaling agent swarms in production with usage-based pricing.

- **Swarms Marketplace** - Discover, buy, and sell agents, prompts, tools, and components on swarms.world.

To get started, sign up on swarms.world to receive $5 in free API credits. Install the Python framework via pip or the Rust framework via Cargo. Use the comprehensive documentation and cookbook examples to build your first multi-agent workflow. The platform supports global availability with 99% uptime and 24/7 availability across 4 major continents.

## Features
- Multi-Agent Architectures
- Agent-To-Agent Communication
- Ultra-Optimized Runtime
- Multi-Agent Memory Systems
- Simulation Environments
- Enterprise Security & Compliance
- HIPAA Compliance
- ISO 27001 Certification
- Sequential Workflows
- Concurrent Workflows
- Hierarchical Agent Systems
- Parallel Agent Collaboration
- Custom Deployments
- Monitoring & Telemetry
- Global Availability
- 99% Uptime SLA
- Python Framework
- Rust Framework
- Hosted API
- Agent Marketplace
- Prompt Marketplace
- LangChain Compatibility
- AutoGen Compatibility

## Integrations
LangChain, AutoGen, OpenAI, GPT-4, DeepSeek

## Platforms
WEB, API, DEVELOPER_SDK

## Pricing
Open Source, Free tier available

## Links
- Website: https://swarms.ai
- Documentation: https://docs.swarms.world/
- Repository: https://github.com/kyegomez/swarms
- EveryDev.ai: https://www.everydev.ai/tools/swarms-ai