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6 commits

Author SHA1 Message Date
jinliyl
d8086039dc
refactor(Agentscope2.0): llm & embedding & agent (#271)
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* refactor(embedding): replace embedding model with embedding store architecture

- Remove as_token_counter component and its estimated token counter implementation
- Replace BaseEmbeddingModel with BaseEmbedding that wraps AgentScope embedding models
- Add support for multiple embedding providers (OpenAI, DashScope, Gemini, Ollama)
- Introduce BaseEmbeddingStore and LocalEmbeddingStore for caching and persistence
- Update component registry to use new embedding and embedding_store types
- Modify file stores to use embedding_store instead of embedding_model
- Update health check to monitor embedding_store instead of embedding_model
- Change default config to use embedding_store with local backend
- Add estimate_token_count utility function to utils module

* refactor(llm): replace as_llm components with unified llm implementation

- Remove deprecated as_llm and as_llm_formatter modules
- Add new llm module with BaseLLM and provider-specific implementations
- Update component registry to use LLM instead of AS_LLM
- Replace all as_llm/as_llm_formatter references with llm in steps
- Update configuration schema to use llm instead of as_llm
- Rename integration test file from test_as_llm to test_llm
- Add proper docstrings to embedding store dimension property
- Add pylint disable comment for embedding model call
- Remove unused FormatterBase import in base_step
- Update token_utils with function docstring

* refactor(evolve): replace ReActAgent with Agent and update message handling

- Removed FlexReActAgent class and direct ReActAgent imports
- Updated Agent instantiation to use new constructor parameters
- Changed message content to use TextBlock format instead of plain strings
- Modified timestamp access from msg.timestamp to msg.created_at
- Updated metadata access pattern for structured outputs
- Replaced Msg.from_dict with Msg.model_validate in auto_memory.py
- Updated test mocks to patch Agent instead of ReActAgent
- Changed message serialization from to_dict to model_dump in tests
- Moved component references to base class definition
- Updated demo tools to return strings instead of ToolResponse objects

* feat(step): migrate to FunctionTool and add streaming support

- Replace deprecated ToolResponse with FunctionTool in base_step.py
- Remove unused TextBlock import from base_step.py
- Update job registration to use new FunctionTool API
- Add thinking_budget parameter to llm_demo configuration
- Introduce StreamLLMDemoStep with streaming output capability
- Add structured output support to LLMDemoStep via generate_structured_output
- Implement streaming event handling for text/thinking/tool calls
- Add integration tests for embedding functionality
- Add integration tests for structured output and streaming features
- Update tool usage in demo steps to use new function naming convention

* fix(ci): correct package installation path in unittest workflow

- Updated pip install command to use proper package path "./reme4[dev,core]"
- Fixed dependency installation step in CI workflow configuration

* chore(workflow): update python versions in unittest workflow

- Remove Python 3.10 from test matrix
- Add Python 3.11 to test matrix
- Add Python 3.12 to test matrix
- Keep Python 3.13 in test matrix
- Update matrix configuration for better version coverage

* fix(health): handle missing dimensions attribute in embedding status

- Wrap dimensions access in try-except to prevent AttributeError
- Return None when dimensions attribute is not available
- Maintain backward compatibility for components without dimensions

test(component): add comprehensive tests for BaseComponent and related classes

- Add tests for Dependency class including repr and attribute access
- Add tests for bind method with various scenarios and edge cases
- Add tests for lifecycle management and async context handling
- Add tests for standalone and context-bound dependency resolution
- Add tests for ComponentMixin path utilities

test(common): update LocalFileStore initialization parameter

- Change embedding_model parameter to embedding_store in test setup
- Update all affected test files consistently

test(registry): add complete test suite for ComponentRegistry

- Add tests for register method with explicit names and defaults
- Add tests for decorator registration pattern
- Add tests for get_all method returning copies
- Add tests for unregister and clear operations
- Add tests for error handling of invalid registrations

test(job): add comprehensive tests for BaseJob and BackgroundJob

- Add tests for step resolution and exception handling
- Add tests for backoff delay calculation with jitter
- Add tests for supervisor loop restart behavior
- Add tests for task shutdown and cancellation

test(prompt): add complete test suite for PromptHandler

- Add tests for prompt loading from dictionaries and files
- Add tests for internationalization and language fallback
- Add tests for flag filtering and variable substitution
- Add tests for format validation and error handling

test(runtime): add basic tests for RuntimeContext dictionary access

- Add tests for item getting, setting and containment checks
- Add tests for missing key error handling

* feat(evolve): add permission context and agent state management

- Import PermissionContext, PermissionMode and AgentState modules
- Add state configuration with bypass permission mode to AutoDream agents
- Add state configuration with bypass permission mode to AutoMemory agents
- Implement static _to_msg method for message validation and formatting
- Refactor message processing to use the new _to_msg method
- Ensure proper content structure for text blocks in message conversion

* style(tests): update test files with linting rules and code improvements

- Add missing pylint disable directives for docstring and attribute warnings
- Replace lambda expressions with proper function definitions in test cases
- Import Path directly instead of using lambda with __import__
- Simplify assertion checks by using truthiness instead of equality to empty dict
- Remove unused imports and reorder imports consistently
- Format dictionary literals with proper indentation and line breaks
2026-06-03 11:35:43 +08:00
jinliyl
a4efc0f776
refactor(reme4): restructure steps packages (#258)
* fix(bm25_index): 修正BM25索引计算中的文档长度归一化问题

修复了在计算BM25相似度时对文档长度进行不正确归一化的bug,确保所有查询都能得到准确的相关性评分。

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* refactor(steps): Rename and adjust indexing step logic

- Rename `scan_changes.py` and `reindex.py` to `clear_and_scan.py`
- Update implementation details of `ScanChangesStep` and `ClearAndScanStep`
- Modify the scheduling mechanism in `WatchChangesStep`
- Adjust step registration and parameter configuration in config files
- Update related tests to align with the new interface changes

* up

* feat(daily): replace daily CRUD operations with slug provisioning approach

* refactor(tests): migrate CRUD step tests from HTTP server to direct LocalFileStore

* up

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---------

Co-authored-by: huangsen <huangsen.huang@alibaba-inc.com>
2026-05-28 14:30:30 +08:00
Sen Huang
bb354cc580
refactor(steps): reorganize step modules and remove demo steps (#255)
* feat(config): add comprehensive job definitions for vault operations

- Add utility jobs like version, search, traverse, list, read, stat
- Include file operations like move, delete, upload, download
- Add daily workspace management jobs: daily_list, daily_resolve, daily_reindex
- Update descriptions to reflect vault-based operations instead of working_dir
- Add proper section headers and documentation for each job category

refactor(steps): reorganize step modules and remove demo steps

- Move steps into categorized packages: common, crud, frontmatter, daily, jobs
- Remove demo steps (DemoEchoStep1, DemoEchoStep2, StreamDemoStep1, StreamDemoStep2)
- Add new steps: InitStep for vault initialization, TraverseStep for graph traversal
- Update __init__.py to auto-import all step modules
- Organize imports by functionality (common, CRUD operations, frontmatter, daily)

feat(vault): implement vault-centric file operations and configuration

- Change default config to use vault_dir instead of working_dir
- Add environment variable support for embedding configuration
- Implement file watcher with lite backend for daily/digest directories
- Update search step to use 'name' instead of 'title' from frontmatter
- Create ResourceEntry schema for tracking uploaded assets

docs(steps): add comprehensive documentation for all step categories

- Document file-I/O split by blast radius (crud vs frontmatter packages)
- Add detailed descriptions for each step category and functionality
- Explain the purpose and usage patterns for different types of file operations
- Provide clear parameter documentation for all new job configurations

* fix(config): correct vault directory path and remove unused job configurations

- Fix vault_dir from 'vaultd' to 'vault' in default configuration
- Remove deprecated traverse and list job configurations
- Remove unused tag tooling configurations
- Remove background watch_file job configuration

refactor(steps): remove unused jobs module import

- Comment out jobs module import in steps/__init__.py
- This removes unused synchronizer and digester step registrations

refactor(tests): update import path and add pylint directive

- Update ResourceEntry import from reme4.schema to reme4.schema.resource_meta
- Add pylint disable directive for unused argument in test datetime mocks

* efactor(steps): remove unused modules from __all__

- Remove "background" module from __all__ list
- Remove "jobs" module from __all__ list
- These modules were no longer being used in the steps package

* feat(config): update vault directory structure and remove file watcher

- Change vault_dir reference from ./vault to ./vault in CLI example
- Add daily_dir, digest_dir, and resource_dir configuration options
- Remove file_watcher component configuration as it's no longer needed
- Update comment to reflect correct module name (reme4vault)

refactor(steps): add background step and remove deprecated init step

- Import and register background step module
- Remove deprecated InitStep from common steps
- Update __all__ export list to include background step

refactor(reindex): improve reindex step to scan vault directly

- Update docstring to reflect vault scanning instead of watcher sync
- Replace file watcher stop/start logic with direct vault path walking
- Add support for suffix filtering during reindex operation
- Use index_changes job to process found files

refactor(wikilink_utils): enhance inbound source lookup with link scope

- Import LinkScopeEnum for proper type handling
- Update get_inlinks call to use ALL scope for virtual targets
- Improve documentation for reverse-index lookup behavior

test(refactor): clean up test suite removing deprecated functionality

- Remove test_init_job and test_demo_job unit tests
- Update help job assertion to check for literal command format
- Change test directory from .reme to vault in CRUD tests
- Remove init and demo job calls from integration test

BREAKING CHANGE: Removes file_watcher component and init step

* style(steps): fix import formatting in __init__.py

Add proper spacing in the background module import statement
to maintain consistent code style and readability.

* refactor(config): change default vault directory from vault to .reme

Default dev config now points vault_dir at ./.reme so `python -m
reme4 start` can be run from the repo root and exercise the full
atomic-tool surface against the seeded test data.

BREAKING CHANGE: The default vault directory has been changed from
'vault' to '.reme' in the configuration.

* docs(reme4_report): fix markdown formatting and remove extra content

* refactor(file_parser): delegate wikilink extraction to WikilinkHandler

* fix(search): handle empty query case gracefully

- Replace assertion with conditional check for empty query
- Set response success to false when query is empty
- Return error message instead of throwing assertion error
- Maintain existing validation for other parameters
2026-05-25 17:52:51 +08:00
Sen Huang
db35cf792c
refactor(mcp-client): update MCPClient to support runtime action (#250)
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Update MCPClient to accept action parameter during method calls
instead of requiring it during instantiation, making it consistent
with the new client interface.

fix(reme): update client usage patterns

Update all client usages to pass action parameter during method
calls instead of during client instantiation.
2026-05-21 11:09:35 +08:00
Sen Huang
357415dd49
feat: add Neo4j file graph support and markdown parser with wikilink extraction (#240)
* feat: add Neo4j file graph support and markdown parser with wikilink extraction

- Add Neo4jFileGraph implementation for property-graph storage with
  virtual/real node handling and link management
- Introduce LinkedFileParser for markdown files with frontmatter,
  wikilink graph extraction, and full-skeleton chunking
- Update pyproject.toml to include pyyaml, mistletoe, and neo4j
  dependencies
- Modify .gitignore to exclude /vault and structure.md
- Change reme CLI entry point from reme_ai.main to remecli.reme
- Register new neo4j and md components in respective registries

* refactor(file-graph): add chunk_ids support to Neo4jFileGraph

Add chunk_ids field to File node properties in Neo4jFileGraph to
enable better content chunk tracking and management.

BREAKING CHANGE: File node schema now includes chunk_ids property
which may affect existing integrations.

feat(parser): implement wikilink resolution logic

Move path resolution logic from utils/path_resolver to
linked_file_parser module and enhance wikilink resolution with
folder-note rule support and improved error handling.

fix(tests): update test assertions and variable names

Update test cases to reflect changes in data structures and
variable naming conventions across various components.

chore(config): update package entry point reference

Change reme CLI entry point from remecli.reme:main to
reme_ai.reme:main in pyproject.toml.

refactor(utils): remove deprecated path_resolver module

Remove the old path_resolver utility module as its functionality
has been moved to linked_file_parser.

docs(file-graph): update Neo4jFileGraph documentation

Update class docstrings and comments to reflect new chunk_ids
property and other structural changes.

style(formatting): adjust code formatting and line breaks

Minor formatting improvements including line length optimization
and consistent spacing adjustments throughout the codebase.

* fix(pyproject.toml): correct entry point for reme command

Change the entry point from "reme_ai.reme:main" to "reme_ai.main:main"
to fix the module reference for the reme command in project scripts.
2026-05-18 14:25:14 +08:00
jinliyl
e411eeb4c0
dev/reme4 init merge (#236) 2026-05-17 14:14:43 +08:00