# swarms 6.0.0 - Performance & Reliability Update 🚀

We're excited to announce the release of swarms 6.0.0, bringing significant improvements to performance, reliability, and developer experience. This release focuses on streamlining core functionalities while enhancing the overall stability of the framework.

## 📦 Installation

```bash
pip3 install -U swarms
```

## 🌟 Highlights

### Agent Enhancements

- **Improved RAG Performance**: Significant improvements to Retrieval-Augmented Generation capabilities
- **Enhanced Prompt Generation**: Auto-generate prompt now incorporates name, description, and system prompt for more contextual interactions
- **Streamlined Architecture**: Cleaned up unused code for better performance and maintainability
- **Simplified State Management**: Consolidated state management methods into a single `load()` function

### Tools & Execution

- **Optimized Environment Management**: Fixed multiple environment instantiation issue
  - Environments now initialize once during `__init__`
- **New SwarmRouter Function**: Simplified routing mechanism
  - Returns consolidated string output from all agents
  - Improved coordination between swarm components

## 💪 Performance Improvements

- Faster execution times
- Reduced memory footprint
- More reliable logging system
- Lightweight and efficient codebase

## 🤝 Join Our Community

### We're Hiring!

Join our growing team! We're currently looking for:

- Agent Engineers
- Developer Relations
- Infrastructure Engineers
- And more!

### Get Involved

- ⭐ Star our repository
- 🔄 Fork the project
- 🛠 Submit pull requests
- 🐛 Report issues
- 💡 Share your ideas

### Contact & Support

- 📧 Email: kye@swarms.world
- 🔗 Issues: [GitHub Issues](https://github.com/kyegomez/swarms/issues)

## 🔜 What's Next?

Have ideas for features, bug fixes, or improvements? We'd love to hear from you! Reach out through our GitHub issues or email us directly.

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_Thank you to all our contributors and users who make swarms better every day. Together, we're building the future of swarm intelligence._

#SwarmAI #OpenSource #AI #MachineLearning
