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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

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

🔜 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.

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

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