Swarms AI - Enterprise Multi-Agent Framework
Build, deploy, and scale autonomous AI agent swarms with unprecedented control and efficiency
The Enterprise-Grade Multi-Agent Infrastructure Stack
1.9Billion+
Agents Deployed
BENEFITS OF SWARMS
Transform your organization with the most advanced multi-agent framework ever created
BUILD MULTI-AGENT STRUCTURES
Create complex hierarchical, sequential, and parallel agent collaboration systems with unprecedented flexibility
DEPLOY AGENTS INTO PRODUCTION
Seamlessly deploy your agent swarms to production environments with enterprise-grade reliability and scaling
MONITOR & OBSERVE YOUR AGENTS
Real-time monitoring, observability, and debugging tools to track agent performance and behavior
AUTOMATE YOUR ENTERPRISE
Transform your organization with intelligent automation powered by coordinated agent swarms
RADICALLY SIMPLE TO USE
Backwards compatible with every framework - LangChain, AutoGen, tools, MCP integration, RAG integration
ENTERPRISE-GRADE FEATURES
Advanced security, compliance, and governance features built for mission-critical applications
READY TO TRANSFORM YOUR ENTERPRISE? The Swarms Stack
A complete ecosystem for building, deploying, and scaling multi-agent systems
SWARMS-RS
The First Multi-Agent Framework in Rust
Ultra-fast, memory-safe, and production-ready multi-agent framework built in Rust for maximum performance and reliability.
SWARMS PYTHON
Core Swarms Python Framework
The original Swarms framework in Python with full backwards compatibility with LangChain, AutoGen, and other popular frameworks.
SWARMS API
Ultra-Optimized Hosted Runtime
Enterprise-grade hosted API with ultra-optimized runtime for deploying and scaling your agent swarms in production.
SWARMS MARKETPLACE
Buy & Sell Agents, Prompts & More
Discover, buy, and sell agents, prompts, tools, and components on swarms.world - the premier marketplace for AI agents.
Features
Swarms has pioneered world-class infrastructure for multi-agent collaboration such as communication protocols, optimized runtimes, memory systems, and simulation environments.
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Multi-Agent Architectures
Build complex hierarchical, sequential, and parallel agent collaboration systems
📡
Agent-To-Agent Communication Protocols
Advanced communication protocols for seamless agent interaction
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Ultra-Optimized Agent Execution Runtime
High-performance runtime for maximum agent efficiency and speed
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Multi-Agent Memory Systems
Sophisticated memory management for complex agent workflows
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Multi-Agent Simulation Environments
Advanced simulation environments for testing and training agent swarms
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Enterprise Security & Compliance
Built-in security, governance, and compliance features for enterprise deployments
Cookbook & Templates
Get started quickly with curated examples, templates, and implementation guides
Examples Overview
Complete examples directory with comprehensive guides and tutorials
Cookbook Index
Curated example collection with best practices and patterns
Paper Implementations
Research paper implementations and academic examples
Templates & Applications
Reusable templates and production-ready applications
READY TO |
Join thousands of developers building the future of AI with the most advanced multi-agent framework ever created
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