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6 commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
jinliyl
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d8086039dc
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refactor(Agentscope2.0): llm & embedding & agent (#271)
* 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 |
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Sen Huang
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16d2d84431
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feat(dream): replace digester with abstraction-layer dreamer pipeline (#264)
* feat(dream): replace digester with abstraction-layer dreamer pipeline
Reframe digest as the abstract memory layer (details stay in the daily/
resource material; digest holds principles, patterns, precedents reachable
via derived_from provenance edges). Replaces the old digester with a
2-phase ReAct workflow + a daily-tick wrapper:
- Phase 1 (Dreamer extract): clusters material into orthogonal memory
sub-units; each sub-unit maps 1:1 to a digest node (no inner atom
enumeration). Biases toward fewer / richer sub-units.
- Phase 2 (Dreamer integrate per sub-unit): cross-bucket recall +
exactly one write decision (CREATE / UPDATE / SKIP); UPDATE shapes
surfaced explicitly (corroborate / refine / correct).
- CronDreamer: scans <daily_dir>/<today>.md + <daily_dir>/<today>/**
+ <resource_dir>/<today>/** and runs dream_one per file.
Write tools are proper subclasses of the canonical file_io WriteStep /
EditStep with only path-shape + bucket + E-1 edge-conservation rules
layered on top:
- DigestWriteStep(WriteStep): path = <digest_dir>/<bucket>/<slug>.md,
must-not-exist, schema mirrors `write` (path / name / description /
content) so frontmatter lands automatically.
- DigestEditStep(EditStep): body-only find-and-replace + must-exist +
E-1 conservation preflight (refuses if any outbound wikilink would
be dropped).
Configuration:
- Bucket vocabulary structured in code (tuple[{name, description}]);
prompt renders the heuristic block at runtime via {buckets}.
- digest_dir / daily_dir / resource_dir come from app config (not tool
params); prompts use {digest_dir} placeholder.
- BaseStep walks class MRO when loading prompts, so subclasses inherit
parent yaml without duplication.
Tooling: agentscope register_tool_function schemas now wrap in the
proper {"type":"function","function":{...}} envelope. OpenAIAsLLM
routes base_url through client_kwargs so non-default endpoints work.
Smoke: tests4/smoke/{_dreamer_fixture.py,test_dreamer_inproc.py,
test_dreamer_cli.sh} drive the end-to-end pipeline.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
* refactor(dreamer): split long description string across multiple lines
* refactor(dream): remove hardcoded DEFAULT_DIGEST_DIR and use app_config
* docs(auto-cognition): add comprehensive design document for auto-cognition system
* refactor(steps): remove deprecated digest edit/write steps
* refactor(config): remove redundant LLM formatter backend configuration
* refactor(dreamer): improve code formatting and line breaks
* feat(auto-dream): implement three-bucket classification system for knowledge organization
* feat: rename dream_today step to auto-dream and refactor extraction logic
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jinliyl
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041f957a7f
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refactor(components) components and file I/O, fix method calls and validation (#268)
* refactor(components): extract shared component state into mixin - Introduce ComponentMixin class with shared state for components and steps - Move identity, config, and vault path functionality to ComponentMixin - Update BaseComponent to inherit from ComponentMixin - Update BaseStep to inherit from ComponentMixin - Consolidate vault path helper methods in ComponentMixin - Remove duplicate vault path implementations from BaseComponent and BaseStep - Add ComponentMixin to components module exports * refactor(file_io): implement path locks cache eviction mechanism - Add _PATH_LOCKS_MAX constant set to 1024 for cache size limit - Implement cache eviction logic when locks exceed maximum capacity - Remove half of unlocked entries when cache limit is reached - Use list comprehension to identify unlocked locks for removal - Maintain existing path normalization and locking behavior fix(edit): correct method call from public to private fail method - Change self.fail to self._fail for internal error handling - Maintain consistent private method usage within class fix(mcp_client): change pop to get for optional command and args - Replace kwargs.pop with kwargs.get to avoid removing keys - Preserve original kwargs dictionary contents - Maintain default empty string and list values feat(reme): add client backend validation with error raising - Check if client_cls is None before instantiation - Raise ValueError with descriptive message for unknown backends - Provide clear error feedback for invalid backend configurations * fix(components): move directory creation to start method - Moved component_metadata_path.mkdir call from __init__ to _start in base_keyword_index - Moved component_metadata_path.mkdir call from __init__ to _start in local_file_graph - Moved component_metadata_path.mkdir call from __init__ to _start in local_file_store - Ensures directory creation happens after component initialization - Prevents potential issues with path creation during object construction * fix(steps): replace assertions with runtime errors for app_context validation - Replace assert statements with explicit RuntimeError exceptions when app_context is None - Add descriptive error messages for better debugging when resolving components - Replace assert in resolve_component method with proper exception handling - Replace assert in get_file_parser method with proper exception handling - Maintain same functionality while improving error reporting clarity * refactor(file_io): split file IO utilities into modular components - Move daily note helpers to separate _daily_index module - Extract path validation and resolution to new _path module - Remove unused code and imports from _file_io module - Update import statements across affected modules - Introduce WikilinkHandler utility for link parsing - Replace regex-based link extraction with WikilinkHandler - Add integration JSONL files to gitignore - Consolidate file locking mechanism in _file_io module * style(formatter): fix spacing issues in file IO and chunked file parser - Fixed whitespace around colon in slice notation in file_io.py - Corrected spacing around colon in slice notation in chunked_file_parser.py - Applied consistent formatting for array slicing operations - Improved code readability by standardizing space placement in ranges * refactor(steps): replace property-based component resolution with Ref descriptor - Introduce Ref descriptor class for lazy component dependency resolution - Replace _resolve method and individual properties with Ref descriptors - Add as_llm, as_llm_formatter, as_token_counter, file_store, and embedding Ref attributes - Remove legacy property methods and resolve logic from BaseStep - Add cache clearing mechanism for Ref values during step calls - Update UpdateCatalogStep to use Ref instead of property-based resolution |
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jinliyl
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c4ca617992
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refactor(evolve): consolidate auto memory planner and writer into single step (#267)
* refactor(evolve): consolidate auto memory planner and writer into single step - Removed separate AutoMemoryPlannerStep and AutoMemoryWriterStep classes - Combined functionality into new AutoMemoryStep class in auto_memory.py - Migrated prompt templates from separate YAML files to unified auto_memory.yaml - Updated module imports to reference new consolidated step - Simplified memory recording process using single ReAct agent instead of two-stage planning/writing - Maintained same input/output contract with messages, session_id, and memory_hint parameters - Preserved all original functionality for creating/updating daily notes with conversation facts * fix(daily): update empty session_id handling to create day-level file - Changed test to verify empty session_id creates day-level file daily/<date>.md - Updated assertion to check response success instead of rejection - Modified metadata verification to include path, session_id and created status - Added file existence check for the generated daily markdown file - Updated test name and print statement to reflect new behavior - Fixed test registration to use updated function name |
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jinliyl
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9ee2f0f7ab
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refactor(daily): replace slug with session_id for daily note identification (#266)
- Rename slug parameter to session_id across daily note operations - Update validation function from validate_slug to validate_session_id - Change data structure keys from slug to session_id in note objects - Modify file paths to use session_id instead of slug in daily folder - Update documentation and comments to reflect session_id terminology - Adjust test cases to use session_id parameter instead of slug - Change default frontmatter to include empty description field - Update configuration files to use session_id parameter name - Modify scan_notes function to return session_id instead of slug |
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jinliyl
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3cb2579ff7
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refactor(steps): update auto-memory (#263)
* refactor(steps): update naming conventions in components and configuration Updated naming conventions across multiple files, changing colon-separated names to underscore-separated format, and added new step definitions along with documentation updates. Key changes: - Replaced `Synchronizer` with `AutoMemory` as the counterpart component for cold-write operations - Updated naming conventions in all related configuration files (e.g., `frontmatter:read` → `frontmatter_read`) - Added new step definitions such as `submit_slug_updates` and `auto_memory` - Updated relevant documentation - Modified log output format for improved readability * refactor(evolve): Refactor the auto-memory module and update related configurations - Remove the old slug update commit step file - Add new auto-memory planner and writer steps - Update __init__.py to export the new step classes - Modify the auto_memory configuration structure in default.yaml - Update the slug field description for clearer explanation of its purpose * up * up * refactor(tests): Move unit test directory from `tests4/unittest` to `tests4/unit` Additionally, the assertion logic in test files has been updated: direct comparisons of `payload["notes"]` have been replaced with checks verifying the presence of paths and metadata within the response content. Furthermore, some test expectations have been simplified—for example, using `count` instead of asserting against specific note lists. Specific changes include: - Updating workflow configurations to align with the new test directory structure - Modifying assertions across multiple test methods to make them more flexible and maintainable - Cleaning up and optimizing parts of the test code structure This is a comprehensive test refactoring effort aimed at improving test readability and robustness. * Refactor(steps): Update memory writing logic and optimize JSON schema structure Improved the write strategy description in `auto_memory_writer.yaml` to emphasize using `edit` over `write`. Adjusted the `json_schema` structure in `base_step.py` to support the new function definition format. Also corrected grammatical issues in the related documentation. * Fix: Improve frontend data parsing error handling and update test files Added capture and handling logic for YAML parsing exceptions, providing more detailed error messages when frontend data format issues occur. Also corrected the description text in a test file. |