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
This commit is contained in:
2026-01-07 20:43:10 +00:00
parent 7ab4b07cf2
commit 74ae8ed4c1
83 changed files with 5190 additions and 603 deletions
+1 -1
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@@ -19,10 +19,10 @@ const (
// Client represents a connected SSE client.
type Client struct {
ID string
Writer http.ResponseWriter
Flusher http.Flusher
Done chan struct{}
ID string
}
// Broadcaster manages SSE client connections and message broadcasting.
+1 -1
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@@ -256,8 +256,8 @@ func TestHandleSSE(t *testing.T) {
// TestBroadcastJSON tests broadcasting various JSON types.
func TestBroadcastJSON(t *testing.T) {
tests := []struct {
name string
data interface{}
name string
wantErr bool
}{
{