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swarms/docs/swarms_cloud/api_clients.md

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Swarms API Clients

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

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.