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https://github.com/the-swarm-corporation/swarms-examples
A vast array of examples for the enterprise-grade and production-ready swarms framework.
https://github.com/the-swarm-corporation/swarms-examples
agens ai anthropic autogen cohere griptape langchain llm-agents llms ml multi-agent-collaboration openai pydantic swarms swarms-of-agents tgsc
Last synced: 6 days ago
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A vast array of examples for the enterprise-grade and production-ready swarms framework.
- Host: GitHub
- URL: https://github.com/the-swarm-corporation/swarms-examples
- Owner: The-Swarm-Corporation
- License: mit
- Created: 2024-10-14T23:26:27.000Z (about 1 month ago)
- Default Branch: main
- Last Pushed: 2024-10-18T05:55:55.000Z (28 days ago)
- Last Synced: 2024-10-21T03:26:24.763Z (25 days ago)
- Topics: agens, ai, anthropic, autogen, cohere, griptape, langchain, llm-agents, llms, ml, multi-agent-collaboration, openai, pydantic, swarms, swarms-of-agents, tgsc
- Language: Python
- Homepage: https://discord.com/servers/agora-999382051935506503
- Size: 24.7 MB
- Stars: 13
- Watchers: 2
- Forks: 2
- Open Issues: 4
-
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
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README
# Swarm Examples
[](https://discord.gg/agora-999382051935506503) [](https://www.youtube.com/@kyegomez3242) [](https://www.linkedin.com/in/kye-g-38759a207/) [](https://x.com/kyegomezb)
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
```bash
$ pip3 install -U swarms swarm-models swarms-memory
```
### Installation
Clone the repository and install the dependencies:
```bash
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
```mermaid
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];
```
## Documentation
Comprehensive documentation is available [here](https://docs.swarms.world).
## Contributing
We welcome contributions! Please see our [contributing guidelines](CONTRIBUTING.md) for more details.
## License
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
## Contact
For questions or support, please join our [Discord server](https://discord.gg/agora-999382051935506503) or reach out via [LinkedIn](https://www.linkedin.com/in/kye-g-38759a207/).