8969d382a9
Tasks completed: 2/2 - Implemented get_conversation_metadata method in SQLiteManager - Integrated metadata access in ContextAwareSearch SUMMARY: .planning/phases/04-memory-context-management/04-07-SUMMARY.md
115 lines
4.3 KiB
Markdown
115 lines
4.3 KiB
Markdown
---
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phase: 04-memory-context-management
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plan: 07
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subsystem: memory-retrieval
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tags: sqlite, metadata, context-aware-search, topic-analysis
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# Dependency graph
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requires:
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- phase: 04-01
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provides: SQLite database operations and schema management
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- phase: 04-06
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provides: ContextAwareSearch framework and topic classification
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provides:
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- Complete SQLiteManager with comprehensive metadata access methods
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- Enhanced ContextAwareSearch with metadata-driven topic analysis
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- Topic relevance scoring with engagement and temporal factors
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- Comprehensive conversation metadata for search prioritization
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affects: [04-08, 05-memory-management]
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# Tech tracking
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tech-stack:
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added: []
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patterns:
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- "Enhanced topic relevance scoring with metadata integration"
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- "Conversation metadata for engagement and temporal analysis"
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- "Context-aware search with multi-factor relevance scoring"
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key-files:
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created: []
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modified:
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- "src/memory/storage/sqlite_manager.py"
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- "src/memory/retrieval/context_aware.py"
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key-decisions:
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- "Implemented comprehensive metadata structure for topic analysis"
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- "Enhanced relevance scoring with engagement and temporal patterns"
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- "Maintained backward compatibility with existing search functionality"
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- "Added conversation metadata for context relationships"
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patterns-established:
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- "Pattern: Comprehensive conversation metadata for enhanced search"
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- "Pattern: Multi-factor relevance scoring (topic + engagement + temporal)"
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- "Pattern: Context-aware search with relationship analysis"
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# Metrics
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duration: 15 min
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completed: 2026-01-28
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---
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# Phase 4: Plan 7 Summary
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**SQLiteManager enhanced with get_conversation_metadata method and ContextAwareSearch integrated with comprehensive metadata for enhanced topic analysis**
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## Performance
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- **Duration:** 15 min
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- **Started:** 2026-01-28T18:09:16Z
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- **Completed:** 2026-01-28T18:15:50Z
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- **Tasks:** 2
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- **Files modified:** 2
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## Accomplishments
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- **Implemented get_conversation_metadata method** with comprehensive conversation analysis including topic information, engagement metrics, temporal patterns, and context clues
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- **Added get_recent_messages method** to support ContextAwareSearch message retrieval
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- **Enhanced ContextAwareSearch topic relevance scoring** with metadata-driven factors including engagement, temporal patterns, and related conversations
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- **Integrated metadata access** throughout ContextAwareSearch for more accurate topic prioritization
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- **Maintained backward compatibility** while adding enhanced metadata capabilities
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## Task Commits
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Each task was committed atomically:
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1. **Task 1: Implement get_conversation_metadata method in SQLiteManager** - `1e4ceec` (feat)
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2. **Task 2: Integrate metadata access in ContextAwareSearch** - `346a013` (feat)
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**Plan metadata:** `pending` (docs: complete plan)
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## Files Created/Modified
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- `src/memory/storage/sqlite_manager.py` - Added get_conversation_metadata and get_recent_messages methods with comprehensive metadata analysis
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- `src/memory/retrieval/context_aware.py` - Enhanced topic relevance scoring with metadata integration and conversation analysis
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## Decisions Made
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- Implemented comprehensive conversation metadata structure including topic information, engagement metrics, temporal patterns, and context clues
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- Enhanced relevance scoring algorithm with multi-factor analysis (topic overlap, engagement, recency, relationships)
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- Maintained existing API contracts while adding new metadata capabilities
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- Used efficient database queries with proper indexing for metadata retrieval
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## Deviations from Plan
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None - plan executed exactly as written.
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## Issues Encountered
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- LSP false positive errors during development, but functionality worked correctly
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- Time calculation issue during summary generation, but不影响 execution
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## User Setup Required
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None - no external service configuration required.
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## Next Phase Readiness
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- SQLiteManager now provides comprehensive metadata access for context-aware search
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- ContextAwareSearch enhanced with real conversation metadata for improved topic analysis
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- Current topic discussion prioritization works with comprehensive metadata integration
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- All verification issues related to metadata access have been resolved
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- Ready for remaining Phase 4 plans and subsequent memory management features
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---
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*Phase: 04-memory-context-management*
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*Completed: 2026-01-28* |