diff --git a/docs/swarms/ecosystem.md b/docs/swarms/ecosystem.md index 9a0a1ccc..2116c981 100644 --- a/docs/swarms/ecosystem.md +++ b/docs/swarms/ecosystem.md @@ -1,149 +1,62 @@ -# Swarms Ecosystem +# Swarms Infrastructure Stack -*The Complete Enterprise-Grade Multi-Agent AI Platform* +**We're Building the Operating System for the Agent Economy** ---- - -## **Join the Future of AI Development** - -**We're Building the Operating System for the Agent Economy** - The Swarms ecosystem represents the most comprehensive, production-ready multi-agent AI platform available today. From our 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 intelligent applications. - ---- - -## **Complete Product Portfolio** - -| **Product** | **Technology** | **Status** | **Repository** | **Documentation** | -|-------------|---------------|------------|----------------|-------------------| -| **Swarms Python Framework** | Python | **Production** | [swarms](https://github.com/kyegomez/swarms) | [Docs](https://docs.swarms.world/en/latest/swarms/install/install/) | -| **Swarms Rust Framework** | Rust | **Production** | [swarms-rs](https://github.com/The-Swarm-Corporation/swarms-rs) | [Docs](https://docs.swarms.world/en/latest/swarms_rs/overview/) | -| **Python API Client** | Python | **Production** | [swarms-sdk](https://github.com/The-Swarm-Corporation/swarms-sdk) | [Docs](https://docs.swarms.world/en/latest/swarms_cloud/python_client/) | -| **TypeScript/Node.js Client** | TypeScript | **Production** | [swarms-ts](https://github.com/The-Swarm-Corporation/swarms-ts) | *Coming Soon* | -| **Go Client** | Go | **Production** | [swarms-client-go](https://github.com/The-Swarm-Corporation/swarms-client-go) | *Coming Soon* | -| **Java Client** | Java | **Production** | [swarms-java](https://github.com/The-Swarm-Corporation/swarms-java) | *Coming Soon* | -| **Kotlin Client** | Kotlin | **Q2 2025** | *In Development* | *Coming Soon* | -| **Ruby Client** | Ruby | **Q2 2025** | *In Development* | *Coming Soon* | -| **Rust Client** | Rust | **Q2 2025** | *In Development* | *Coming Soon* | -| **C#/.NET Client** | C# | **Q3 2025** | *In Development* | *Coming Soon* | +The Swarms ecosystem represents the most comprehensive, production-ready multi-agent AI platform available today. From our 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. --- -## **Why Choose the Swarms Ecosystem?** - -### **Enterprise-Grade Architecture** - -- **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 +## **Product Portfolio by Language & API** -- **Observability**: Comprehensive logging, monitoring, and debugging capabilities +### 🐍 **Python** -### **Developer Experience** - -- **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 - -### **Performance & Reliability** - -- **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 +| **Product** | **Description** | **Status** | **Repository** | **Documentation** | +|------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------|-------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------| +| **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](https://github.com/kyegomez/swarms) | [Docs](https://docs.swarms.world/en/latest/swarms/install/install/) | +| **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](https://github.com/The-Swarm-Corporation/swarms-sdk) | [Docs](https://docs.swarms.world/en/latest/swarms_cloud/python_client/) | +| **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 and integrations. | **Production** | [swarms-tools](https://github.com/The-Swarm-Corporation/swarms-tools) | *Coming Soon* | +| **Swarms Memory** | A robust library of memory structures and data loaders for Retrieval-Augmented Generation (RAG) processing. Provides advanced memory management, vector stores, and integration with agentic workflows. | **Production** | [swarms-memory](https://github.com/The-Swarm-Corporation/swarms-memory) | *Coming Soon* | --- -## **Join Our Growing Community** - -### **Connect With Developers Worldwide** +### 🦀 **Rust** -| **Platform** | **Purpose** | **Join Link** | **Benefits** | -|--------------|-------------|---------------|--------------| -| **Discord Community** | Real-time support & discussions | [Join Discord](https://discord.gg/EamjgSaEQf) | • 24/7 developer support
• Weekly community events
• Direct access to core team
• Beta feature previews | -| **Twitter/X** | Latest updates & announcements | [Follow @swarms_corp](https://x.com/swarms_corp) | • Breaking news & updates
• Community highlights
• Technical insights
• Industry partnerships | -| **LinkedIn** | Professional network & updates | [The Swarm Corporation](https://www.linkedin.com/company/the-swarm-corporation) | • Professional networking
• Career opportunities
• Enterprise partnerships
• Industry insights | -| **YouTube** | Tutorials & technical content | [Swarms Channel](https://www.youtube.com/channel/UC9yXyitkbU_WSy7bd_41SqQ) | • In-depth tutorials
• Live coding sessions
• Architecture deep dives
• Community showcases | +| **Product** | **Description** | **Status** | **Repository** | **Documentation** | +|----------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------|-------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------| +| **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](https://github.com/The-Swarm-Corporation/swarms-rs) | [Docs](https://docs.swarms.world/en/latest/swarms_rs/overview/) | +| **Rust Client** | Official Rust client library for connecting to Swarms Cloud and orchestrating agents from Rust applications. Provides idiomatic Rust APIs for agent management and communication. | **Q2 2025** | *In Development* | *Coming Soon* | --- -## **Contribute to the Ecosystem** +### 🌐 **API Clients (Multi-Language)** -### **How You Can Make an Impact** - -| **Contribution Area** | **Skills Needed** | **Impact Level** | **Getting Started** | -|-----------------------|-------------------|------------------|---------------------| -| **Core Framework Development** | Python, Rust, Systems Design | **High Impact** | [Contributing Guide](https://docs.swarms.world/en/latest/contributors/main/) | -| **Client Library Development** | Various Languages (Go, Java, TS, etc.) | **High Impact** | [Client Development](https://github.com/The-Swarm-Corporation) | -| **Documentation & Tutorials** | Technical Writing, Examples | **High Impact** | [Docs Contributing](https://docs.swarms.world/en/latest/contributors/docs/) | -| **Testing & Quality Assurance** | Testing Frameworks, QA | **Medium Impact** | [Testing Guide](https://docs.swarms.world/en/latest/swarms/framework/test/) | -| **UI/UX & Design** | Design, Frontend Development | **Medium Impact** | [Design Contributions](https://github.com/The-Swarm-Corporation/swarms/issues) | -| **Bug Reports & Feature Requests** | User Experience, Testing | **Easy Start** | [Report Issues](https://github.com/The-Swarm-Corporation/swarms/issues) | - ---- - -## **We're Hiring Top Talent** - -### **Join the Team Building the Future Of The World Economy** - -**Ready to work on cutting-edge agent technology that's shaping the future?** We're actively recruiting exceptional engineers, researchers, and technical leaders to join our mission of building the operating system for the agent economy. - -| **Why Join Swarms?** | **What We Offer** | -|-----------------------|-------------------| -| **Cutting-Edge Technology** | Work on the most powerful multi-agent systems, distributed computing, and enterprise-scale infrastructure | -| **Global Impact** | Your code will power agent applications used by Fortune 500 companies and millions of developers | -| **World-Class Team** | Collaborate with top engineers, researchers, and industry experts from Google, OpenAI, and more | -| **Fast Growth** | Join a rapidly scaling company with massive market opportunity and venture backing | - -### **Open Positions** - -| **Position** | **Role Description** | -|-------------------------------|----------------------------------------------------------| -| **Senior Rust Engineers** | Building high-performance agent infrastructure | -| **Python Framework Engineers**| Expanding our core multi-agent capabilities | -| **DevOps/Platform Engineers** | Scaling cloud infrastructure for millions of agents | -| **Technical Writers** | Creating world-class developer documentation | -| **Solutions Engineers** | Helping enterprises adopt multi-agent AI | - -**Ready to Build the Future?** **[Apply Now at swarms.ai/hiring](https://swarms.ai/hiring)** +| **Language/Platform** | **Description** | **Status** | **Repository** | **Documentation** | +|----------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------|-------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------| +| **TypeScript/Node.js** | Official TypeScript/Node.js SDK for Swarms Cloud. Enables seamless integration of agentic workflows into JavaScript and TypeScript applications, both server-side and in the browser. | **Production** | [swarms-ts](https://github.com/The-Swarm-Corporation/swarms-ts) | *Coming Soon* | +| **Go** | Go client library for Swarms Cloud, providing Go developers with native APIs to manage, orchestrate, and interact with agents in distributed systems and microservices. | **Production** | [swarms-client-go](https://github.com/The-Swarm-Corporation/swarms-client-go) | *Coming Soon* | +| **Java** | Java SDK for Swarms Cloud, allowing enterprise Java applications to leverage multi-agent orchestration and integrate agentic capabilities into JVM-based systems. | **Production** | [swarms-java](https://github.com/The-Swarm-Corporation/swarms-java) | *Coming Soon* | +| **Kotlin** | Native Kotlin client for Swarms Cloud, designed for modern JVM and Android applications seeking to embed agentic intelligence and orchestration. | **Q2 2025** | *In Development* | *Coming Soon* | +| **Ruby** | Ruby SDK for Swarms Cloud, enabling Ruby and Rails developers to easily connect, manage, and orchestrate agents within their applications. | **Q2 2025** | *In Development* | *Coming Soon* | +| **C#/.NET** | Official C#/.NET client library for Swarms Cloud, providing .NET developers with tools to integrate agentic workflows into desktop, web, and cloud applications. | **Q3 2025** | *In Development* | *Coming Soon* | --- ---- - -## **Get Started Today** - -### **Quick Start Guide** - -| **Step** | **Action** | **Time Required** | -|----------|------------|-------------------| -| **1** | [Install Swarms Python Framework](https://docs.swarms.world/en/latest/swarms/install/install/) | 5 minutes | -| **2** | [Run Your First Agent](https://docs.swarms.world/en/latest/swarms/examples/basic_agent/) | 10 minutes | -| **3** | [Try Multi-Agent Workflows](https://docs.swarms.world/en/latest/swarms/examples/sequential_example/) | 15 minutes | -| **4** | [Join Our Discord Community](https://discord.gg/EamjgSaEQf) | 2 minutes | -| **5** | [Explore Enterprise Features](https://docs.swarms.world/en/latest/swarms_cloud/swarms_api/) | 20 minutes | - ---- - -## **Enterprise Support & Partnerships** - -### **Ready to Scale with Swarms?** +## **Why Choose the Swarms Ecosystem?** -| **Contact Type** | **Best For** | **Response Time** | **Contact Information** | -|------------------|--------------|-------------------|-------------------------| -| **Technical Support** | Development questions, troubleshooting | < 24 hours | [Book Support Call](https://cal.com/swarms/swarms-technical-support) | -| **Enterprise Sales** | Custom deployments, enterprise licensing | < 4 hours | [kye@swarms.world](mailto:kye@swarms.world) | -| **Partnerships** | Integration partnerships, technology alliances | < 48 hours | [kye@swarms.world](mailto:kye@swarms.world) | -| **Investor Relations** | Investment opportunities, funding updates | By appointment | [kye@swarms.world](mailto:kye@swarms.world) | +| **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 | --- - -**Ready to build the future of AI? Start with Swarms today and join thousands of developers creating the next generation of intelligent applications.**