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feat(leann-phase2): implement hybrid vector storage and graph-based search
- [x] Add AST-aware code chunking for Go, Python, and TypeScript using tree-sitter - [x] Implement LEANN-inspired hybrid vector storage with hub detection and selective embedding storage (60-80% savings) - [x] Add observation relationship graph with CSR format and edge detection (file overlap, semantic similarity, temporal, concept) - [x] Implement graph-aware search with two-level traversal and relationship-based ranking - [x] Add auto-tuning system for dynamic hub threshold adjustment based on query performance - [x] Add comprehensive metrics tracking for vector storage, queries, latency, and graph traversals - [x] Update configuration system with graph and hybrid storage settings - [x] Add graph stats and vector metrics endpoints to worker service - [x] Enhance UI sidebar with advanced metrics display and graph visualization - [x] Optimize struct field alignment throughout codebase for memory efficiency - [x] Update documentation with LEANN Phase 2 features and performance benefits - [x] Add tree-sitter dependency for AST parsing
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@@ -31,15 +31,14 @@ type SyncSummaryFunc func(summary *models.SessionSummary)
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// Processor handles SDK agent processing of observations and summaries using Claude Code CLI.
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type Processor struct {
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claudePath string
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model string
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observationStore *gorm.ObservationStore
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summaryStore *gorm.SummaryStore
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broadcastFunc BroadcastFunc
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syncObservationFunc SyncObservationFunc
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syncSummaryFunc SyncSummaryFunc
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// Semaphore to limit concurrent Claude CLI calls (prevents API overload)
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sem chan struct{}
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sem chan struct{}
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claudePath string
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model string
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}
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// SetBroadcastFunc sets the broadcast callback for SSE events.
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