Swarm Examples

The Swarms Framework is a production-grade framework designed for building and deploying multi-agent systems. It provides robust tools and libraries to facilitate the development of complex, distributed, and scalable llm-agent-based applications.

Features

• Scalability: Easily scale your agent systems to handle large numbers of agents.
• Flexibility: Supports a wide range of agent architectures and communication protocols.
• Integration: Seamlessly integrates with existing systems and technologies.
• Performance: Optimized for high performance and low latency.

Getting Started

Prerequisites

$ pip3 install -U swarms swarm-models swarms-memory

Installation

Clone the repository and install the dependencies:

git clone https://github.com/The-Swarm-Corporation/swarms-examples
cd swarm-framework
pip install -r requirements.txt

Examples

The examples directory contains various subdirectories, each focusing on different aspects of the Swarm Framework. Below is an overview of the available examples and their related tools:

• agents: Contains examples demonstrating the creation and management of individual agents within a swarm. These examples highlight the use of the Agent class and its capabilities.

• artifacts: Focuses on the management and utilization of artifacts within a swarm, showcasing how agents can interact with and leverage these resources.

• collabs: Provides examples of collaborative scenarios where multiple agents work together to achieve a common goal, emphasizing inter-agent communication and coordination.

• demos: Includes demonstration scripts that showcase the Swarm Framework's capabilities in real-world scenarios, providing a practical understanding of its applications.

• distributed: Contains examples related to distributed systems and how the Swarm Framework can be used to manage and orchestrate distributed agents across different nodes.

• prompts: Focuses on the use of prompts within the framework, demonstrating how agents can be guided and controlled through specific instructions.

• structs: Provides examples of different structural components within the framework, such as swarms and networks, and how they can be utilized to build complex systems.

• swarms_marketplace: Showcases examples related to the marketplace of swarms, where different swarms can be deployed and managed.

• tasks: Contains examples of task management within a swarm, demonstrating how tasks can be assigned, executed, and monitored by agents.

• telemetry: Focuses on the collection and analysis of telemetry data from agents, providing insights into their performance and behavior.

• tools: Provides examples of various tools available within the framework that agents can use to enhance their functionality.

• utils: Contains utility scripts and functions that support the main examples, providing additional functionality and support.

• workshops: Includes workshop materials and examples designed to teach users how to effectively use the Swarm Framework in different scenarios.

Directory Structure

graph TD;
    A[examples] --> B[agents];
    A --> C[artifacts];
    A --> D[collabs];
    A --> E[demos];
    A --> F[distributed];
    A --> G[prompts];
    A --> H[structs];
    A --> I[swarms_marketplace];
    A --> J[tasks];
    A --> K[telemetry];
    A --> L[tools];
    A --> M[utils];
    A --> N[workshops];

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Documentation

Comprehensive documentation is available here.

Contributing

We welcome contributions! Please see our contributing guidelines for more details.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Contact

For questions or support, please join our Discord server or reach out via LinkedIn.