lukaszraczylo/claude-mnemonic
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feat(graph): add observation graph with hybrid vector storage

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- [x] Add golangci.yml configuration with fieldalignment linter
- [x] Implement observation graph structure with edge detection
- [x] Add LEANN-inspired hybrid vector storage with hub threshold
- [x] Implement graph-aware search with selective recomputation
- [x] Add auto-tuner for dynamic hub threshold adjustment
- [x] Add graph and vector metrics tracking and reporting
- [x] Extend configuration for graph parameters
- [x] Add graph rebuild background service with periodic updates
- [x] Add HTTP endpoints for graph stats and vector metrics
- [x] Update UI with advanced metrics sidebar panel
- [x] Implement AST-aware code chunking for Go, Python, TypeScript
This commit is contained in:
lukaszraczylo
2026-01-07 18:51:40 +00:00
parent 4f4b4ac70f
commit 1ae8035470
24 changed files with 3143 additions and 47 deletions
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internal/config/config.go
+26
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@@ -47,6 +47,7 @@ type Config struct {
RerankingMinImprovement float64 `json:"reranking_min_improvement"`
RerankingCandidates int `json:"reranking_candidates"`
RerankingAlpha float64 `json:"reranking_alpha"`
GraphEdgeWeight float64 `json:"graph_edge_weight"`
WorkerPort int `json:"worker_port"`
ContextMaxPromptResults int `json:"context_max_prompt_results"`
ContextObservations int `json:"context_observations"`
@@ -55,11 +56,15 @@ type Config struct {
ContextRelevanceThreshold float64 `json:"context_relevance_threshold"`
MaxConns int `json:"max_conns"`
RerankingResults int `json:"reranking_results"`
GraphMaxHops int `json:"graph_max_hops"`
GraphBranchFactor int `json:"graph_branch_factor"`
GraphRebuildIntervalMin int `json:"graph_rebuild_interval_min"`
ContextShowLastSummary bool `json:"context_show_last_summary"`
RerankingEnabled bool `json:"reranking_enabled"`
ContextShowWorkTokens bool `json:"context_show_work_tokens"`
ContextShowReadTokens bool `json:"context_show_read_tokens"`
RerankingPureMode bool `json:"reranking_pure_mode"`
GraphEnabled bool `json:"graph_enabled"`
}
var (
@@ -137,6 +142,11 @@ func Default() *Config {
RerankingResults: 10, // Return top 10 after reranking
RerankingAlpha: 0.7, // Favor cross-encoder score
RerankingMinImprovement: 0, // Always apply reranking
GraphEnabled: true, // Enable graph-aware search by default
GraphMaxHops: 2, // Two-hop traversal
GraphBranchFactor: 5, // Expand top 5 neighbors per node
GraphEdgeWeight: 0.3, // Minimum edge weight to follow
GraphRebuildIntervalMin: 60, // Rebuild graph every 60 minutes
ContextObservations: 100,
ContextFullCount: 25,
ContextSessionCount: 10,
@@ -222,6 +232,22 @@ func Load() (*Config, error) {
if v, ok := settings["CLAUDE_MNEMONIC_CONTEXT_MAX_PROMPT_RESULTS"].(float64); ok && v >= 0 {
cfg.ContextMaxPromptResults = int(v)
}
// Graph settings
if v, ok := settings["CLAUDE_MNEMONIC_GRAPH_ENABLED"].(bool); ok {
cfg.GraphEnabled = v
}
if v, ok := settings["CLAUDE_MNEMONIC_GRAPH_MAX_HOPS"].(float64); ok && v > 0 {
cfg.GraphMaxHops = int(v)
}
if v, ok := settings["CLAUDE_MNEMONIC_GRAPH_BRANCH_FACTOR"].(float64); ok && v > 0 {
cfg.GraphBranchFactor = int(v)
}
if v, ok := settings["CLAUDE_MNEMONIC_GRAPH_EDGE_WEIGHT"].(float64); ok && v >= 0 && v <= 1 {
cfg.GraphEdgeWeight = v
}
if v, ok := settings["CLAUDE_MNEMONIC_GRAPH_REBUILD_INTERVAL_MIN"].(float64); ok && v > 0 {
cfg.GraphRebuildIntervalMin = int(v)
}
return cfg, nil
}