- Added QdrantVectorStore backend with native async operations
- Implemented advanced filtering capabilities for metadata queries
- Added support for Qdrant Cloud and local deployments- Updated vector store comparison table with Qdrant features
- Enhanced documentation with Qdrant setup and usage examples
- Fixed code block formatting in vector store API guide
- Updated embedding model integration for Qdrant compatibility
- Updated __version__ in reme_ai/__init__.py
- Updated project version in pyproject.toml- Changed flowllm dependency to include reme extra
- Fixed typo in README.md query example
- Introduce tool memory as a new memory type in ReMe framework
- Update agent memory formula to include tool memory- Add comprehensive tool memory documentation with usage examples
- Include tool memory API usage guides for Python, curl, and Node.js
- Add tool memory benchmark results showing 14.88% improvement- Create new tool memory demo and benchmark resources
- Update documentation structure to reflect three memory capabilities- Add TODO list with planned features including automatic tool exploration- Fix mermaid diagram numbering in tool memory documentation
- Remove outdated latest updates section from main documentation
- Update resource links to include tool memory references
- Removed September 25, 2025 entry about ReMe exploring tool memory- Kept October 2025 entry about Tool Memory support release- Maintained chronological order of latest updates
- Enhanced tool call result parsing with improved scoring logic (0.0 or 1.0)
- Updated tool memory schema to reflect binary success/failure scoring
- Added deterministic behavior support via seed configuration in mock tools
- Improved evaluation prompts to focus on result quality over success flags
- Extended README with tool memory documentation and usage examples- Added utility functions for generating mock tool call results
- Removed deprecated test file for UseMockSearchOp- Updated default configurations to include use_mock_search operation- Bumped version to0.1.10 and updated flowllm dependency requirement
- Moved deprecation warnings to main init file
- Simplified tool memory summary formatting by removing redundant statistics
- Fixed tool call result processing to handle multiple tool names concurrently
docs(readme): update latest updates section with new ReMe releases and directions
- Add entry for2025-09-25 about tool memory and Personal Memory Application/Agent
- Update ReMe v0.1.9 release information with agentscope-runtime integration
- Maintain existing content about asynchronous operations support
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- Add information about ReMe v0.1.8 release with support for asynchronous operations
- Mention integration into the memory service of agentscope-runtime
- Update existing ReMe v0.1 release information
- Update PyPI version badge to v0.1 in both English and Chinese README files
- Add language toggle link at the beginning of both README files
- Update MemoryScope version reference from v0.1.x to v0.1 in both README files
