# 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](https://github.com/The-Swarm-Corporation/swarms-sdk) | [Docs](https://docs.swarms.world/en/latest/swarms_cloud/python_client/) | Production-grade Python client with comprehensive error handling, retry logic, and extensive examples |
| **TypeScript/Node.js** | ✅ **Available** | [swarms-ts](https://github.com/The-Swarm-Corporation/swarms-ts) | 📚 *Coming Soon* | Modern TypeScript client with full type safety, Promise-based API, and Node.js compatibility |
| **Go** | ✅ **Available** | [swarms-client-go](https://github.com/The-Swarm-Corporation/swarms-client-go) | 📚 *Coming Soon* | High-performance Go client optimized for concurrent operations and microservices |
| **Java** | ✅ **Available** | [swarms-java](https://github.com/The-Swarm-Corporation/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:

```bash
# 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](https://docs.swarms.world/en/latest/swarms_cloud/swarms_api/)             |
| Python Client Docs          | [View Docs](https://docs.swarms.world/en/latest/swarms_cloud/python_client/)           |
| API Examples & Tutorials    | [View Examples](https://docs.swarms.world/en/latest/examples/)                         |

---

### 💬 **Community Support**

| Community Channel           | Description                                                                           | Link                                                                                  |
|-----------------------------|---------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------|
| Discord Community           | Join our active developer community for real-time support and discussions             | [Join Discord](https://discord.gg/jM3Z6M9uMq)                                         |
| GitHub Discussions          | Ask questions and share ideas                                                         | [GitHub Discussions](https://github.com/The-Swarm-Corporation/swarms/discussions)     |
| Twitter/X                   | Follow for updates and announcements                                                  | [Twitter/X](https://x.com/swarms_corp)                                                |

---

### 🐛 **Issue Reporting & Contributions**

| Contribution Area           | Description                                                                           | Link                                                                                  |
|-----------------------------|---------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------|
| Report Bugs                 | Help us improve by reporting issues                                                   | [Report Bugs](https://github.com/The-Swarm-Corporation/swarms/issues)                 |
| Feature Requests            | Suggest new features and improvements                                                 | [Feature Requests](https://github.com/The-Swarm-Corporation/swarms/issues)            |
| Contributing Guide          | Learn how to contribute to the project                                                | [Contributing Guide](https://docs.swarms.world/en/latest/contributors/main/)          |

---

### 📧 **Direct Support**

| Support Type                | Contact Information                                                                   |
|-----------------------------|---------------------------------------------------------------------------------------|
| Support Call                       | [Book a call](https://cal.com/swarms/swarms-technical-support?overlayCalendar=true)                                          |
| 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](mailto:kye@swarms.world)                                         |
| **Schedule Demo** | [Book a Demo](https://cal.com/swarms/swarms-technical-support?overlayCalendar=true)  |
| **Partnership**| [kye@swarms.world](mailto: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.* 