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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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@@ -9,18 +9,18 @@ import (
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// SessionSummary represents a summary of a Claude Code session.
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type SessionSummary struct {
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ID int64 `db:"id" json:"id"`
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CreatedAt string `db:"created_at" json:"created_at"`
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SDKSessionID string `db:"sdk_session_id" json:"sdk_session_id"`
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Project string `db:"project" json:"project"`
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Request sql.NullString `db:"request" json:"request,omitempty"`
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Completed sql.NullString `db:"completed" json:"completed,omitempty"`
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Investigated sql.NullString `db:"investigated" json:"investigated,omitempty"`
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Learned sql.NullString `db:"learned" json:"learned,omitempty"`
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Completed sql.NullString `db:"completed" json:"completed,omitempty"`
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NextSteps sql.NullString `db:"next_steps" json:"next_steps,omitempty"`
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Notes sql.NullString `db:"notes" json:"notes,omitempty"`
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Request sql.NullString `db:"request" json:"request,omitempty"`
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PromptNumber sql.NullInt64 `db:"prompt_number" json:"prompt_number,omitempty"`
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ID int64 `db:"id" json:"id"`
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DiscoveryTokens int64 `db:"discovery_tokens" json:"discovery_tokens"`
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CreatedAt string `db:"created_at" json:"created_at"`
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CreatedAtEpoch int64 `db:"created_at_epoch" json:"created_at_epoch"`
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}
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@@ -56,18 +56,18 @@ func NewSessionSummary(sdkSessionID, project string, parsed *ParsedSummary, prom
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// SessionSummaryJSON is a JSON-friendly representation of SessionSummary.
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// It converts sql.NullString to plain strings for clean JSON output.
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type SessionSummaryJSON struct {
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ID int64 `json:"id"`
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Completed string `json:"completed,omitempty"`
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SDKSessionID string `json:"sdk_session_id"`
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Project string `json:"project"`
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Request string `json:"request,omitempty"`
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Investigated string `json:"investigated,omitempty"`
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Learned string `json:"learned,omitempty"`
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Completed string `json:"completed,omitempty"`
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NextSteps string `json:"next_steps,omitempty"`
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Notes string `json:"notes,omitempty"`
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CreatedAt string `json:"created_at"`
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ID int64 `json:"id"`
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PromptNumber int64 `json:"prompt_number,omitempty"`
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DiscoveryTokens int64 `json:"discovery_tokens"`
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CreatedAt string `json:"created_at"`
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CreatedAtEpoch int64 `json:"created_at_epoch"`
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}
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