* chore(deps): update version and move litellm to dev dependencies
- Updated package version from 0.3.1.2 to 0.3.1.3
- Removed litellm from main dependencies in pyproject.toml
- Added litellm as fixed version dependency in dev group
- Maintained litellm requirement while reorganizing dependency structure
* chore(deps): move litellm dependency to full extras
- Moved litellm==1.80.0 from main dependencies to full extra
- Kept litellm as optional dependency for users needing full feature set
- Maintains backward compatibility for light installation option
* feat(pyproject): add litellm dependency to project configuration
- Added litellm==1.80.0 as optional dependency in pyproject.toml
- Created new litellm extra group for LiteLLM integration
- Updated full dependency group to include the new litellm option
* style(memory): update message formatting and improve logging
- Change default include_thinking parameter to True in as_msg_handler.py
- Replace angle brackets with square brackets for block formatting in as_msg_stat.py
- Add newline replacement in text truncation method in as_msg_stat.py
- Add loading duration timing to embedding cache loading in base_embedding_model.py
- Replace XML-style tags with markdown headers in compactor.py conversation format
- Update compactor.yaml prompts to reference markdown-style headers instead of XML tags
- Modify summarizer.py to use markdown-style conversation header format
* refactor(file-watcher): replace scan_on_start with rebuild_index_on_start parameter
- Replace scan_on_start and clear_on_start boolean parameters with single rebuild_index_on_start
- Update BaseFileWatcher constructor to use rebuild_index_on_start instead of two separate flags
- Modify initialization logic to clear and rescan when rebuild_index_on_start is True
- Remove scan_on_start parameter from CLI and light configuration files
- Update documentation to remove scan_on_start from quick start guides
- Rename all test methods and classes from scan_on_start to rebuild_index_on_start
- Add timezone-aware datetime helper method to summarizer component
- Format log message with proper line breaks for readability
* fix(core): resolve file watcher initialization issue and update version
- Fixed file watcher task creation to properly handle rebuild index on start logic
- Moved initialization and watch loop into async function to ensure proper execution order
- Updated package version from 0.3.1.1 to 0.3.1.2
- Added missing comma in embedding model logging statement
* fix(core): reduce max formatter text length limit
- Changed _DEFAULT_MAX_FORMATTER_TEXT_LENGTH from 2000 to 1000
- Updated constant value in as_msg_stat.py schema module
* fix(file-watcher): change default rebuild index behavior on start
- Changed rebuild_index_on_start parameter default from False to True
- This ensures index is rebuilt by default when file watcher starts
- Maintains consistent state initialization for file watching operations
* feat(compactor): add return_dict option and improve summary validation
- Add _is_valid_summary function to validate summary content format
- Introduce return_dict parameter to return structured results with validation
- Update prompt templates with clearer task descriptions and formatting rules
- Refactor update_user_message prompts to combine prefix and suffix logic
- Return dictionary with user_message, history_compact, and is_valid fields when enabled
- Add proper error handling for exception cases in memory compaction
- Maintain backward compatibility with string return when return_dict=False
* feat(memory): add thinking block configuration option
- Add add_thinking_block parameter to compactor component
- Pass include_thinking flag to message formatting in compactor
- Add add_thinking_block parameter to reme_light compact function
- Add add_thinking_block parameter to reme_light summarize function
- Add add_thinking_block parameter to summarizer component
- Pass include_thinking flag to message formatting in summarizer
- Remove previous-summary tags from compressed summary format
BGE-M3 returns dense_embedding instead of embedding; use dense_embedding
as fallback when embedding is None to avoid TypeError.
Made-with: Cursor
Co-authored-by: AleksandrMordvinov <mad190192@gmail.com>
* refactor(memory): remove mark filtering parameters and simplify get_memory logic
* feat(core): bump version to 0.3.1.0
* refactor(memory): update comment to clarify dialog storage persistence
* refactor(core): update text truncation utilities and tool result handling
- Add new truncate_text_head function for head-based truncation
- Introduce TRUNCATION_MARKER_START constant for truncation detection
- Replace tail-based truncation with head-based truncation in tool result compaction
- Remove tool_result_threshold and retention_days parameters from RemeLight initialization
- Update ToolResultCompactor to use configurable thresholds for recent vs old messages
- Modify compact_tool_result method to accept multiple threshold parameters
- Adjust cleanup logic to use default compactor configuration
- Simplify is_truncated function to check only start marker
* ```
feat(memory): add long line splitting in tool result compaction
- Added _split_long_lines function to break oversized lines at 10000 characters
- Implemented line splitting before saving tool results to files
- Prevents extremely long lines from breaking file-based storage
- Maintains compatibility with existing tool result format
- Preserves original content integrity through chunked processing
```
Use user-specified timezone instead of system local time when generating
daily note filenames and timestamps in memory summarization and CLI.
Changes:
- Summarizer: accept 'timezone' param in __init__; use
datetime.now(zoneinfo.ZoneInfo(tz)) instead of naive datetime.now()
- ReMeLight.summary_memory(): accept 'timezone' param and pass to Summarizer
- CliAgent: accept 'timezone' param in __init__; pass to Summarizer
and use for current_time timestamp in system prompts
- Fallback to system local time if timezone is None (preserves original behavior)
Fixes timezone mismatch when system timezone differs from user's actual
location (e.g., server in UTC+8 but user in America/Chicago).
* 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
* add: as_token_counters config for reme_cli
* add: reme_cli function
* update: format the terminal printing for reme_cli
* update: check for pre-commit
* single quotes for the inner dictionary keys
* update the usage of get_std_logger for pre-commit
* update the usage of get_std_logger for pre-commit
* add 'console_enabled' param in compactor&summarizer
* 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
Refine language for clarity and consistency throughout the README, including installation instructions, memory management descriptions, and community support sections.
