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
+6 -6
View File
@@ -8,12 +8,12 @@ import (
func TestDetectFileOverlapRelation(t *testing.T) {
tests := []struct {
name string
newer *Observation
older *Observation
wantRelation bool
name string
wantRelType RelationType
wantMinConfid float64
wantRelation bool
}{
{
name: "no file overlap",
@@ -105,11 +105,11 @@ func TestDetectFileOverlapRelation(t *testing.T) {
func TestDetectConceptOverlapRelation(t *testing.T) {
tests := []struct {
name string
newer *Observation
older *Observation
wantRelation bool
name string
wantMinConfid float64
wantRelation bool
}{
{
name: "no concept overlap",
@@ -179,8 +179,8 @@ func TestDetectTypeProgressionRelation(t *testing.T) {
name string
newerType ObservationType
olderType ObservationType
wantRelation bool
wantRelType RelationType
wantRelation bool
}{
{
name: "bugfix fixes discovery",
@@ -314,8 +314,8 @@ func TestDetectNarrativeMentionRelation(t *testing.T) {
tests := []struct {
name string
narrative string
wantRelation bool
wantRelType RelationType
wantRelation bool
}{
{
name: "fixes language",