Client Libraries

Overview

The Swarms API provides official client libraries across multiple programming languages, enabling developers to integrate powerful multi-agent AI capabilities into their applications with ease. Our clients are designed for production use, featuring robust error handling, comprehensive documentation, and seamless integration with existing codebases. Whether you’re building enterprise applications, research prototypes, or innovative AI products, our client libraries provide the tools you need to harness the full power of the Swarms platform.

Available Clients

Language	Status	Repository	Documentation	Description
Python	✅ Available	swarms-sdk	Docs	Production-grade Python client with comprehensive error handling, retry logic, and extensive examples
TypeScript/Node.js	✅ Available	swarms-ts	📚 Coming Soon	Modern TypeScript client with full type safety, Promise-based API, and Node.js compatibility
Go	✅ Available	swarms-client-go	📚 Coming Soon	High-performance Go client optimized for concurrent operations and microservices
Java	✅ Available	swarms-java	📚 Coming Soon	Enterprise Java client with Spring Boot integration and comprehensive SDK features
Kotlin	🚧 Coming Soon	In Development	📚 Coming Soon	Modern Kotlin client with coroutines support and Android compatibility
Ruby	🚧 Coming Soon	In Development	📚 Coming Soon	Elegant Ruby client with Rails integration and gem packaging
Rust	🚧 Coming Soon	In Development	📚 Coming Soon	Ultra-fast Rust client with memory safety and zero-cost abstractions
C#/.NET	🚧 Coming Soon	In Development	📚 Coming Soon	.NET client with async/await support and NuGet packaging

Client Features

All Swarms API clients are built with the following enterprise-grade features:

🔧 Core Functionality

Feature	Description
Full API Coverage	Complete access to all Swarms API endpoints
Type Safety	Strongly-typed interfaces for all request/response objects
Error Handling	Comprehensive error handling with detailed error messages
Retry Logic	Automatic retries with exponential backoff for transient failures

🚀 Performance & Reliability

Feature	Description
Connection Pooling	Efficient HTTP connection management
Rate Limiting	Built-in rate limit handling and backoff strategies
Timeout Configuration	Configurable timeouts for different operation types
Streaming Support	Real-time streaming for long-running operations

🛡️ Security & Authentication

Feature	Description
API Key Management	Secure API key handling and rotation
TLS/SSL	End-to-end encryption for all communications
Request Signing	Optional request signing for enhanced security
Environment Configuration	Secure environment-based configuration

📊 Monitoring & Debugging

Feature	Description
Comprehensive Logging	Detailed logging for debugging and monitoring
Request/Response Tracing	Full request/response tracing capabilities
Metrics Integration	Built-in metrics for monitoring client performance
Debug Mode	Enhanced debugging features for development

Client-Specific Features

Python Client

Feature	Description
Async Support	Full async/await support with `asyncio`
Pydantic Integration	Type-safe request/response models
Context Managers	Resource management with context managers
Rich Logging	Integration with Python’s `logging` module

TypeScript/Node.js Client

Feature	Description
TypeScript First	Built with TypeScript for maximum type safety
Promise-Based	Modern Promise-based API with async/await
Browser Compatible	Works in both Node.js and modern browsers
Zero Dependencies	Minimal dependency footprint

Go Client

Feature	Description
Context Support	Full context.Context support for cancellation
Structured Logging	Integration with structured logging libraries
Concurrency Safe	Thread-safe design for concurrent operations
Minimal Allocation	Optimized for minimal memory allocation

Java Client

Feature	Description
Spring Boot Ready	Built-in Spring Boot auto-configuration
Reactive Support	Optional reactive streams support
Enterprise Features	JMX metrics, health checks, and more
Maven & Gradle	Available on Maven Central

Advanced Configuration

Environment Variables

All clients support standard environment variables for configuration:

# API Configuration
SWARMS_API_KEY=your_api_key_here
SWARMS_BASE_URL=https://api.swarms.world

# Client Configuration
SWARMS_TIMEOUT=60
SWARMS_MAX_RETRIES=3
SWARMS_LOG_LEVEL=INFO

Community & Support

📚 Documentation & Resources

Resource	Link
Complete API Documentation	View Docs
Python Client Docs	View Docs
API Examples & Tutorials	View Examples

💬 Community Support

Community Channel	Description	Link
Discord Community	Join our active developer community for real-time support and discussions	Join Discord
GitHub Discussions	Ask questions and share ideas	GitHub Discussions
Twitter/X	Follow for updates and announcements	Twitter/X

🐛 Issue Reporting & Contributions

Contribution Area	Description	Link
Report Bugs	Help us improve by reporting issues	Report Bugs
Feature Requests	Suggest new features and improvements	Feature Requests
Contributing Guide	Learn how to contribute to the project	Contributing Guide

📧 Direct Support

Support Type	Contact Information
Support Call	Book a call
Enterprise Support	Contact us for dedicated enterprise support options

Contributing to Client Development

We welcome contributions to all our client libraries! Here’s how you can help:

🛠️ Development

Task	Description
Implement new features and endpoints	Add new API features and expand client coverage
Improve error handling and retry logic	Enhance robustness and reliability
Add comprehensive test coverage	Ensure code quality and prevent regressions
Optimize performance and memory usage	Improve speed and reduce resource consumption

📝 Documentation

Task	Description
Write tutorials and examples	Create guides and sample code for users
Improve API documentation	Clarify and expand reference docs
Create integration guides	Help users connect clients to their applications
Translate documentation	Make docs accessible in multiple languages

🧪 Testing

Task	Description
Add unit and integration tests	Test individual components and end-to-end flows
Test with different language versions	Ensure compatibility across environments
Performance benchmarking	Measure and optimize speed and efficiency
Security testing	Identify and fix vulnerabilities

📦 Packaging

Task	Description
Package managers (npm, pip, Maven, etc.)	Publish to popular package repositories
Distribution optimization	Streamline builds and reduce package size
Version management	Maintain clear versioning and changelogs
Release automation	Automate build, test, and deployment pipelines

Enterprise Features

For enterprise customers, we offer additional features and support:

🏢 Enterprise Client Features

Feature	Description
Priority Support	Dedicated support team with SLA guarantees
Custom Integrations	Tailored integrations for your specific needs
On-Premises Deployment	Support for on-premises or private cloud deployments
Advanced Security	Enhanced security features and compliance support
Training & Onboarding	Comprehensive training for your development team

📞 Contact Enterprise Sales

Contact Type	Details
Sales	kye@swarms.world
Schedule Demo	Book a Demo
Partnership	kye@swarms.world

Ready to build the future with AI agents? Start with any of our client libraries and join our growing community of developers building the next generation of intelligent applications.

Getting Started

Resources

​Client Libraries

​Overview

​Available Clients

​Client Features

​🔧 Core Functionality

​🚀 Performance & Reliability

​🛡️ Security & Authentication

​📊 Monitoring & Debugging

​Client-Specific Features

​Python Client

​TypeScript/Node.js Client

​Go Client

​Java Client

​Advanced Configuration

​Environment Variables

​Community & Support

​📚 Documentation & Resources

​💬 Community Support

​🐛 Issue Reporting & Contributions

​📧 Direct Support

​Contributing to Client Development

​🛠️ Development

​📝 Documentation

​🧪 Testing

​📦 Packaging

​Enterprise Features

​🏢 Enterprise Client Features

​📞 Contact Enterprise Sales