- Add is_summarized boolean field to ToolCallResult schema
- Implement logic to mark tool calls as summarized after processing
- Skip summarization for tools with all recent calls already summarized
- Update summary operation to process only tools with unsummarized calls
- Enhance logging to show summarization and skip statistics
- Modify response to include count of summarized vs skipped tools
- Add documentation for smart skip logic and is_summarized feature
- Include test scenarios for skip logic and incremental summarization
- 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
- Added LLMMockSearchOp for simulating search operations with configurable complexity- Created SearchToolA, SearchToolB, and SearchToolC with distinct performance profiles- Implemented UseMockSearchOp for intelligent tool selection based on query analysis
- Added test scripts and query datasets for evaluating tool memory effectiveness
- Integrated tool memory service for storing and retrieving tool performance data
- Created documentation for tool memory benchmark testing methodology
- Refactored agent module structure and imports
- Increased summary tool memory recent call count from20 to 30
- Added SummaryToolMemoryOp for analyzing tool usage patterns- Implemented RetrieveToolMemoryOp for fetching tool memories
- Enhanced ParseToolCallResultOp with evaluation and scoring logic
- Updated ToolMemory schema with summary, evaluation, and score fields
- Added new prompt templates for tool evaluation and summarization
- Configured tool memory operations in default.yaml
- Fixed success flag logic in ToolCallResult processing
- Improved statistical analysis for tool call history
- Added concurrent processing for tool call evaluations
- Integrated tool memory updates with vector store operations
- Add new ToolCallResult and ToolMemory schemas for tracking tool executions
- Implement tool memory retrieval and summarization flows in default config
- Register new parse_tool_call_result_op for processing tool call results
- Extend memory conversion logic to support tool memory type
- Add test cases for tool memory serialization and deserialization
- Include token counting utilities for text processing tasks
