Conversation
- Updated string quotes for consistency in chat_session.py and chat_session_manager.py. - Added new environment variables for TypeDB configuration in template.env. - Created new test files for TypeDB services including action_log_storage_service, entity_graph_service, event_storage_service, goal_storage_service, image_analysis_cache_service, sticker_storage_service, summary_storage_service, and thought_storage_service. - Implemented unit tests for various functionalities in the newly created test files, ensuring proper mocking and assertions. - Enhanced existing services with better error handling and logging.
…cker, summary, and thought storage - Deleted EventStorageService, GoalStorageService, ImageAnalysisCacheService, StickerStorageService, SummaryStorageService, and ThoughtStorageService. - Updated ImageAnalysisService to use TypeDBConnectionManager instead of ArangoDBConnectionManager. - Adjusted tests to mock asyncio.to_thread for GoalStorageService and ImageAnalysisCacheService.
…and enhance event storage service for IIS model training
… use the correct syntax and improve code consistency
Refactor database schema and services - Updated schema definitions in `schema.tql` to improve clarity and consistency, including renaming long types to integer and removing unnecessary ownerships. - Adjusted import statements in various service files for better organization and readability. - Enhanced `ActionLogStorageService`, `EntityGraphService`, `EventStorageService`, `GoalStorageService`, `ImageAnalysisCacheService`, `StickerStorageService`, `SummaryStorageService`, and `ThoughtStorageService` to ensure correct transaction handling and improved error logging. - Removed outdated documentation file `mention.md` to streamline the codebase. - Improved hash generation for images in `DefaultMessageProcessor` for better event handling.
…, improve error handling, and enhance entity management. - Updated EntityGraphService to inject EventStorageService and handle entity creation and updates more efficiently. - Enhanced EventStorageService with methods for fetching events by timestamp and counting unread messages. - Removed redundant 'get' clauses from various database service queries to streamline data retrieval. - Improved error logging and handling across services for better debugging and maintenance. - Added new methods in EventStorageService for managing event documents and integrating with EntityGraphService.
… thought storage services - Simplified test structures by removing unnecessary mocks and fixtures. - Enhanced test coverage for saving, finding, and updating events in EventStorageService. - Updated goal storage tests to include adding and loading goals. - Improved image analysis cache tests for saving and retrieving analysis results. - Streamlined sticker storage tests to cover the full lifecycle of stickers. - Refined summary storage tests to validate saving summaries with actual database interactions. - Enhanced thought storage tests to validate saving and linking thought chains effectively.
- Introduced QQStickerService to handle all sticker-related logic for the QQ platform, replacing the previous StickerService. - Updated ActionHandler to route sticker management actions to the new QQStickerService. - Modified MessageBuilder to utilize QQStickerService for sending stickers. - Refactored methods in ThoughtPromptBuilder to support asynchronous operations for building response schemas. - Enhanced handle_os_interaction to pass thought_key to ActionHandler. - Updated the get_action_definitions method in BaseAppBuilder to accept a ServiceContainer. - Removed the old StickerService implementation and integrated its functionality into QQStickerService. - Added error handling and logging improvements across various modules.
…平台ID正确传递；在MediaCacheService中对Windows路径进行转义处理以避免错误。
…加事件ID作为排序键，确保排序的稳定性。
…消息处理，增强文本和多模态元素的渲染顺序；简化ThoughtStorageService中的获取最近思考记录的方法，移除过期时间参数。
2. ruff Refactor code for consistency and readability - Added missing commas in function calls and dictionary definitions across multiple files for better syntax consistency. - Removed unnecessary blank lines to improve code readability in various modules. - Consolidated multi-line statements into single lines where appropriate to enhance clarity. - Updated error logging messages to maintain a consistent format. - Improved the structure of conditional statements for better readability in the DefaultMessageProcessor class.
…dler integration - Added ActionHandler dependency to QQWindowRenderer and AICOSStateGenerator for improved action handling. - Implemented user info fetching and updating logic in QQWindowRenderer to enhance message processing. - Updated AICOSStateGenerator to utilize ActionHandler for rendering actions. - Enhanced ActionHandler to support better event handling and action result processing. - Introduced new methods for group member synchronization and presence updates in EntityGraphService. - Added last-full-sync-timestamp attribute to conversation schema for tracking synchronization status. - Improved error handling and logging throughout the services for better traceability.
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Summary of Changes
Hello @smartmita, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!
This pull request introduces a fundamental re-architecture of the AI system, shifting from a monolithic core logic to a modular, layered design. The primary goal is to establish a clear separation between the AI's operating system (AIC-OS) responsibilities, which handle external interactions and UI management, and its internal cognitive processes (Mind). This refactoring improves maintainability, scalability, and the clarity of the system's various components. Key changes include a complete migration to TypeDB for data persistence, the introduction of a new top-level cognitive loop, and the development of specialized services for managing applications, windows, file systems, and advanced cognitive functions like deliberation and narrative understanding.
Highlights
- Architectural Overhaul: Transition from a 'Focus Chat Mode' and 'Core Logic' architecture to a layered 'AIC-OS' and 'Mind' system, clearly separating OS-level concerns from cognitive processes.
- TypeDB Migration: The database backend has been migrated from ArangoDB to TypeDB, requiring significant changes across all data storage services.
- New Cognitive Cycle: Introduction of a CognitiveCycle as the top-level orchestrator for the 'Perceive-Think-Act' loop, providing a structured approach to AI's continuous operation.
- Modular OS Services: New OS-level services like ApplicationManager, WindowManager, FileSystemService, and AICOSStateGenerator are introduced for managing UI, applications, and system state.
- Enhanced Mind Capabilities: New Mind-level services such as InformationRetrievalService, DeliberationService, GoalManager, and NarrativeVectorizer are added to enhance AI's cognitive abilities, including web search, URL summarization, deep deliberation, goal management, and multi-modal event vectorization.
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Code Review
你好，这次的 Pull Request 包含了一次非常大规模且意义深远的重构。从 ArangoDB 到 TypeDB 的数据库迁移，以及引入全新的 Mind/OS/Services 架构，都展示了项目在结构上的巨大进步。新的认知循环（Cognitive Cycle）、应用管理器（ApplicationManager）和叙事向量化器（NarrativeVectorizer）等组件的引入，使得整个系统的责任划分更加清晰，为未来的功能扩展和维护打下了坚实的基础。这次重构无疑是一项艰巨但非常有价值的工作，做得非常出色！
我在代码中发现了一些可以进一步改进的地方，主要涉及一个潜在的 bug 和一些设计上的优化点，希望能对你有所帮助。
| action_handler = ActionHandler( | ||
| filesystem_service=filesystem_service, | ||
| info_retrieval_service=info_retrieval_service, | ||
| thought_storage_service=db_services["thought_storage_service"], | ||
| event_storage_service=db_services["event_storage_service"], | ||
| action_log_service=db_services["action_log_service"], | ||
| action_sender=action_sender, | ||
| entity_service=db_services["entity_graph_service"], | ||
| # 注入 qq_sticker_service | ||
| qq_sticker_service=qq_sticker_service, | ||
| ) |
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在 ActionHandler 的初始化过程中，直接注入了平台专属的 qq_sticker_service。这可能会破坏 ActionHandler 作为平台无关的核心组件的设计原则。如果未来需要支持其他平台的表情包功能，就需要修改 ActionHandler 的构造函数。
更优雅的设计可能是，让 ActionHandler 通过 ApplicationManager 将表情包相关的动作（如 manage_stickers）分发给对应的应用构建器（QQBuilder），并由构建器内部调用其专属的 QQStickerService 来处理。这样可以保持核心组件的通用性，并将平台相关的逻辑内聚在各自的应用模块中。在 prompt_builder 中也存在类似的设计问题（141行）。
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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