* feat(vector_store): add OceanBase as a VectorStore
* refactor(obvec): make it cleaner
* docs: add obvec related info
* refactor: minor update
* refactor: clean code and pass lint
* docs: remove unrelated edit
* docs: minor update
* docs(context): add comprehensive context management design documentation
- Create detailed Chinese documentation for CoPaw context management V2
- Document memory layer and file system cache architecture
- Explain Pre-Reasoning Hook workflow with four-step process
- Detail two-stage truncation strategy for tool results
- Add examples for Browser Use and ReadFile tools
- Include Mermaid diagrams for visual flow representation
- Update README with link to new context design document
- Fix minor formatting issues in existing documentation
- Add protection thresholds for Markdown files in truncation
- Document long-term memory trigger mechanisms
* docs(README): add latest articles section and CoPaw context management design doc
- Added "Latest Articles" section to README with table format
- Included link to CoPaw Context Management Design document
- Created comprehensive documentation for CoPaw context management V2
- Documented in-memory and file system layer architecture
- Explained pre-reasoning hook and context compaction process
- Detailed two-phase truncation strategy for tool results
- Described special handling for readFile tool and markdown files
- Added long-term memory trigger logic overview
- Included mermaid diagrams for visualizing context flow
- Add context data structure diagram showing compact_summary and file system cache
- Update ToolResultCompactor section with detailed truncation strategies for recent vs old messages
- Add parameter tables for tool result compaction with recent_max_bytes and old_max_bytes settings
- Update execution flow steps with detailed descriptions of each memory operation
- Add key parameters table including tool_result_compact_keep_n and memory_compact_reserve
- Include thinking enhancement feature description for summary generation quality improvement
- Update both English and Chinese README documentation consistently
* update
* refactor(memory): remove unnecessary type check and update error logging
* refactor(core): standardize logger import and update agentscope dependency
* fix(memory): disable console output and add logging for summarizer component
* feat(core): replace OpenAI token counter with custom ReMe token counter
- Replace OpenAITokenCounter with ReMeTokenCounter implementation
- Add support for HuggingFace mirror and configurable tokenizer
- Register ReMeTokenCounter as default token counter in registry
- Update config to use hf backend with Qwen2.5-7B-Instruct model
refactor(memory): convert token counting methods to async in message handlers
- Change count_str_token, stat_message, count_msgs_token to async methods
- Update format_msgs_to_str and context_check to use async token counting
- Modify _format_tool_result_output to support async token counting
- Adjust all dependent methods to await async token counting calls
feat(memory): add dialog persistence to in-memory storage
- Implement _append_messages_to_dialog for saving messages to JSONL files
- Add dialog_path parameter to ReMeInMemoryMemory constructor
- Persist messages to daily JSONL files based on timestamp grouping
- Update mark_messages_compressed to save and remove compressed messages
- Modify clear_content to persist all messages before clearing memory
refactor(ops): update token counter type hints and initialization
- Change BaseOp to use HuggingFaceTokenCounter instead of TokenCounterBase
- Update type annotations for as_token_counter property and parameters
- Remove direct token counter injection from Compactor and ContextChecker
- Pass as_token_counter parameter through service context mechanism
style(logging): improve error logging with exception details
- Replace logger.error with logger.exception in browser control tool
- Change logger.error to logger.exception in memory get tool error handling
- Add proper exception logging with stack trace information
chore(config): add token counter configuration to light YAML
- Add as_token_counters section with default hf backend configuration
- Configure Qwen/Qwen2.5-7B-Instruct model with mirror support enabled
- Set up pretrained_model_name_or_path and use_mirror parameters
test(context): update context check tests to async implementation
- Convert verify_context_check_invariants to async function
- Update context check test methods to use async calls
- Change stat_message calls to await async implementation
- Modify test_empty_messages and test_below_threshold_returns_all to async
* feat(core): implement context checking and memory management features
* refactor(core): replace direct loguru import with logger utility function
* refactor(reme): remove RuntimeContext dependency and simplify context checking
* feat(docs): add raw conversation persistence to ReMe framework
* feat(memory): add ContextChecker component for context size management
* refactor(memory): restructure file-based memory tools and update imports
* docs(readme): update documentation with detailed architecture and components
* docs(readme): update Chinese documentation with enhanced memory management diagrams
* refactor(cookbook): move cookbook files to test directory and clean up docs
* docs(readme): update link path for old version documentation
* docs(readme): update documentation with improved architecture diagrams and component details
* docs(readme): update documentation with improved clarity and structure
* refactor(docs): update in-memory memory documentation
* docs(readme): add experiment reproduction link to quickstart guide
- 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
- 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
