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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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@@ -42,10 +42,10 @@ func TestQueryResult_Fields(t *testing.T) {
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func TestBuildWhereFilter(t *testing.T) {
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tests := []struct {
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expected map[string]interface{}
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name string
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docType DocType
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project string
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expected map[string]interface{}
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}{
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{
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name: "empty_filters",
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@@ -474,9 +474,9 @@ func TestCopyMetadataMulti(t *testing.T) {
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func TestJoinStrings(t *testing.T) {
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tests := []struct {
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name string
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strs []string
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sep string
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expected string
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strs []string
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}{
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{
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name: "empty_slice",
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@@ -522,8 +522,8 @@ func TestTruncateString(t *testing.T) {
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tests := []struct {
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name string
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input string
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maxLen int
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expected string
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maxLen int
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}{
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{
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name: "shorter_than_max",
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@@ -577,10 +577,10 @@ func TestFilterByThreshold(t *testing.T) {
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tests := []struct {
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name string
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results []QueryResult
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expectedIDs []string
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threshold float64
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maxResults int
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expectedLen int
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expectedIDs []string
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}{
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{
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name: "empty_results",
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