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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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@@ -319,11 +319,11 @@ func (c *Client) NeedsRebuild(ctx context.Context) (bool, string) {
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// StaleVectorInfo contains information about a vector that needs rebuilding.
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type StaleVectorInfo struct {
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DocID string
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SQLiteID int64
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DocType string
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FieldType string
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Project string
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Scope string
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SQLiteID int64
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}
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// GetStaleVectors returns doc_ids of vectors with mismatched or null model versions.
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