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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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@@ -14,17 +14,17 @@ import (
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// Input is the hook input from Claude Code.
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type Input struct {
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hooks.BaseInput
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StopHookActive bool `json:"stop_hook_active"`
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TranscriptPath string `json:"transcript_path"`
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StopHookActive bool `json:"stop_hook_active"`
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}
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// TranscriptMessage represents a message in the transcript JSONL file.
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type TranscriptMessage struct {
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Type string `json:"type"`
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Message struct {
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Content any `json:"content"`
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Role string `json:"role"`
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Content any `json:"content"` // Can be string or array
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} `json:"message"`
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Type string `json:"type"` // Can be string or array
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}
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// extractTextContent extracts text content from message content (handles both string and array formats).
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