Clients Available
Production-Ready Client Libraries for Every Programming Language
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
Python
✅ Available
Production-grade Python client with comprehensive error handling, retry logic, and extensive examples
TypeScript/Node.js
✅ Available
📚 Coming Soon
Modern TypeScript client with full type safety, Promise-based API, and Node.js compatibility
Go
✅ Available
📚 Coming Soon
High-performance Go client optimized for concurrent operations and microservices
Java
✅ Available
📚 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
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
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
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
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
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
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
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
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=INFOCommunity & Support
📚 Documentation & Resources
💬 Community Support
Discord Community
Join our active developer community for real-time support and discussions
🐛 Issue Reporting & Contributions
📧 Direct Support
Support 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
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
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
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
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
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
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.
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