Documentation Index
Fetch the complete documentation index at: https://docs.swarms.world/llms.txt
Use this file to discover all available pages before exploring further.
The Swarms ecosystem represents the most comprehensive, production-ready multi-agent AI platform available today. From the flagship Python framework to high-performance Rust implementations and client libraries spanning every major programming language, we provide enterprise-grade tools that power the next generation of agentic applications.
Python
| Product | Description | Status | Repository |
|---|
| Swarms Python Framework | The core multi-agent orchestration framework for Python. Enables building, managing, and scaling complex agentic systems with robust abstractions, workflows, and integrations. | Production | swarms |
| Python API Client | Official Python SDK for interacting with Swarms Cloud and remote agent infrastructure. Simplifies API calls, authentication, and integration into Python applications. | Production | swarms-sdk |
| Swarms Tools | A comprehensive library of prebuilt tools for various domains, including finance, social media, data processing, and more. Accelerates agent development by providing ready-to-use capabilities. | Production | swarms-tools |
| Swarms Memory | A robust library of memory structures and data loaders for RAG processing. Provides advanced memory management, vector stores, and integration with agentic workflows. | Production | swarms-memory |
Rust
| Product | Description | Status | Repository |
|---|
| Swarms Rust Framework | High-performance, memory-safe multi-agent orchestration framework written in Rust. Designed for demanding production environments and seamless integration with Rust-based systems. | Production | swarms-rs |
| Rust Client | Official Rust client library for connecting to Swarms Cloud and orchestrating agents from Rust applications. | Q2 2025 | In Development |
API Clients (Multi-Language)
| Language/Platform | Description | Status | Repository |
|---|
| TypeScript/Node.js | Official TypeScript/Node.js SDK for Swarms Cloud. Enables seamless integration of agentic workflows into JavaScript and TypeScript applications. | Production | swarms-ts |
| Go | Go client library for Swarms Cloud, providing native APIs to manage, orchestrate, and interact with agents in distributed systems. | Production | swarms-client-go |
| Java | Java SDK for Swarms Cloud, allowing enterprise Java applications to leverage multi-agent orchestration. | Production | swarms-java |
| Kotlin | Native Kotlin client for Swarms Cloud, designed for modern JVM and Android applications. | Q2 2025 | In Development |
| Ruby | Ruby SDK for Swarms Cloud, enabling Ruby and Rails developers to connect, manage, and orchestrate agents. | Q2 2025 | In Development |
| C#/.NET | Official C#/.NET client library for Swarms Cloud, providing .NET developers with tools to integrate agentic workflows. | Q3 2025 | In Development |
Why Choose the Swarms Ecosystem?
| Feature | Description |
|---|
| Production Ready | Battle-tested in enterprise environments with 99.9%+ uptime |
| Scalable Infrastructure | Handle millions of agent interactions with automatic scaling |
| Security First | End-to-end encryption, API key management, and enterprise compliance |
| Observability | Comprehensive logging, monitoring, and debugging capabilities |
| Multiple Language Support | Native clients for every major programming language |
| Unified API | Consistent interface across all platforms and languages |
| Rich Documentation | Comprehensive guides, tutorials, and API references |
| Active Community | 24/7 support through Discord, GitHub, and direct channels |
| High Throughput | Process thousands of concurrent agent requests |
| Low Latency | Optimized for real-time applications and user experiences |
| Fault Tolerance | Automatic retries, circuit breakers, and graceful degradation |
| Multi-Cloud | Deploy on AWS, GCP, Azure, or on-premises infrastructure |
