0.2.0

What's Changed

Core Improvements

• Added message management system with MessageStore, MessageIndex, and ContextManager
• Introduced event system with ConsoleEventHandler and SwarmEventHandler
• Added SwarmStream wrapper for improved response handling
• Enhanced error handling with retry mechanisms and backoff strategies

Developer Experience

• Added new REPL commands for optimization and search
• Improved type system with stricter checks
• Enhanced message and context management
• Updated examples to use new event system

Bug Fixes

• Fixed context update and retry mechanism issues
• Improved tool call pair filtering
• Enhanced response format handling
• Fixed variable initialization and error logging

Cleanup

• Removed legacy stream handler and summarizer
• Cleaned up unused types and context keys

Contributors

Thanks to:

• @mozharovsky and @GlyphyAI

Full Changelog: 0.1.1...0.2.0

0.1.1

What's Changed

• Add the py.typed file to make the package PEP 561 compliant, ensuring full support for type checkers like mypy

Contributors

Thanks to:

• @mozharovsky and @GlyphyAI

Full Changelog: 0.1.0...0.1.1

0.1.0

What's Changed

• Initial release of LiteSwarm framework
• Core agent system with LLM-agnostic design
• Experimental SwarmTeam for multi-agent orchestration
• Structured outputs with OpenAI compatibility
• Comprehensive examples and documentation

Contributors

Thanks to:

• @mozharovsky and @GlyphyAI

Full Changelog: https://github.com/GlyphyAI/liteswarm/commits/0.1.0