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Swarms ChangeLog 5.6.8 -

The biggest update in Swarms history! We've introduced major fixes, updates, and new features to enhance your agent workflows and performance. To get the latest updates run the following:

Installation

$ pip3 install -U swarms

Log

Here’s the breakdown of the latest changes:

🐞 Fixes:

  • [BUGF-AGENTS]: Fixed various response issues within agents, leading to smoother performance.
  • [BUGF-MIXTURE]: Resolved issues with the Mixture of Agents, ensuring more reliable and stable execution.
  • [CLEA-FILES]: Removed unnecessary files, resulting in a significant speed boost and cleaner environment.

🛠 Updates:

  • [REFA-MODULES]: Refactored the swarms.models module into its own package: swarm_models for improved code organization.
  • [CLEA-AGENTS]: Cleaned up tool logic in the agents class for streamlined and efficient operations.

✨ New Features:

  • [FEAT-SWARMS]: Introduced JSON outputs for AgentRearrange, SpreadsheetSwarm, and other swarms, improving data handling.
  • [FEAT-AGENTS]: Added YAML file support for creating agents, making the setup process simpler than ever.
  • [FEAT-METADATA]: Enhanced the Agent class with JSON metadata output, supporting OpenAI-like API responses with output_type="json" and return_step_meta=True.
  • [FEAT-FOREST]: Released ForestSwarm, a new architecture that clusters agents into trees, enabling precise task execution.
  • [FEAT-REGISTRY]: Fully implemented AgentRegistry, allowing you to store multiple agents for future use.

🚀 Performance Enhancements:

  • [PERF-AGENTS]: Accelerated agent execution by 4x, with a 10x boost coming soon, powered by our Rust backend.
  • [PERF-ARCH]: Optimized multi-threading, concurrency, and asynchrony in swarm architectures, making them faster than ever.

Ready to dive in? Get started now: https://buff.ly/444kDjA