Files
claude-mnemonic/internal/config/config.go
T
lukaszraczylo 5c2685c7b6 feat(leann-phase2): implement hybrid vector storage and graph-based search (#20)
* 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

* fix: add fts5 build tag to CI workflow

Pass build-tags: "fts5" to shared workflow to properly compile
sqlite-vec-go-bindings with SQLite FTS5 support.

This fixes test failures in hybrid vector storage tests that require
CGO and FTS5 build tags.

Requires shared-actions@8f7f235 or later.

* docs: add testing documentation and macOS ARM64 known issue

Document the macOS ARM64 CGO linking issue with sqlite-vec-go-bindings
that prevents hybrid package tests from compiling locally.

Added:
- .github/TESTING.md: Comprehensive testing guide with platform-specific
  issues, workarounds, and CI configuration details
- internal/vector/hybrid/README.md: Package-specific documentation
  explaining the macOS limitation
- .github/CI_FIX_SUMMARY.md: Technical details of the CI fix

Key points:
- 41 out of 42 packages test successfully on all platforms
- hybrid package tests fail only on macOS ARM64 (local dev issue)
- Linux CI tests pass with proper build-tags: "fts5" configuration
- Production builds and runtime functionality unaffected

This is a known limitation of sqlite-vec-go-bindings on macOS ARM64
and does not impact CI/CD or production deployments.

* fix: add SQLite busy_timeout to prevent database locked errors

Set PRAGMA busy_timeout=5000 (5 seconds) to allow SQLite to retry
when the database is locked instead of failing immediately.

This fixes race conditions when multiple goroutines try to write
simultaneously, particularly in tests where StoreObservation spawns
async cleanup goroutines.

Root cause:
- StoreObservation launches goroutine -> CleanupOldObservations
- Multiple concurrent cleanups caused "database is locked" errors
- Without busy_timeout, SQLite fails immediately on lock contention

Solution:
- Add 5-second busy timeout for automatic retry on lock
- Standard practice for concurrent SQLite usage
- Works with existing WAL mode configuration

Fixes TestObservationStore_CleanupOldObservations in CI.

* docs: complete summary of all CI test fixes

Comprehensive documentation of all fixes applied:
1. Missing build tags (fts5)
2. Database locked errors (busy_timeout)

All 41/42 packages now pass tests. The hybrid package has a known
macOS ARM64 limitation that doesn't affect CI or production.

No functionality was removed - all fixes are additive only.

* fix: add SQLite driver import to hybrid tests for CGO linking

Add blank import of mattn/go-sqlite3 to hybrid test files to ensure
the SQLite driver is linked into the test binary. This provides the
SQLite symbols that sqlite-vec-go-bindings requires.

Root cause:
- hybrid package imports sqlitevec (transitively depends on sqlite-vec CGO)
- Test binary needs SQLite symbols for linking
- sqlitevec tests already had this import, but hybrid tests didn't
- Without the driver import, linker fails with "undefined symbols"

This fix enables hybrid tests to run with -race flag on all platforms.

Before: 41/42 packages pass (hybrid failed to link)
After:  42/42 packages pass 

Fixes hybrid test compilation on macOS ARM64, Linux, and Windows.

* docs: remove outdated macOS limitation documentation

The hybrid test linking issue has been fixed by adding the SQLite
driver import. All tests now pass on all platforms including macOS.

Removed:
- internal/vector/hybrid/README.md (documented workaround no longer needed)
- .github/TESTING.md (macOS limitation section obsolete)

All 42/42 packages now test successfully with -race flag.

* docs: final comprehensive summary of all CI fixes

All three issues now resolved:
1. Missing fts5 build tags
2. Database busy_timeout for concurrent writes
3. Missing SQLite driver import in hybrid tests

Result: 42/42 packages pass with -race on all platforms.

Credit to reviewer for identifying the race detector concern.
2026-01-07 22:03:59 +00:00

305 lines
10 KiB
Go

// Package config provides configuration management for claude-mnemonic.
package config
import (
"encoding/json"
"os"
"path/filepath"
"strings"
"sync"
)
const (
// DefaultWorkerPort is the default HTTP port for the worker service.
DefaultWorkerPort = 37777
// DefaultModel for SDK agent (use "haiku" for cost-efficient processing).
// Claude Code CLI accepts aliases: haiku, sonnet, opus (always latest versions)
DefaultModel = "haiku"
)
// DefaultObservationTypes are the observation types to include in context.
var DefaultObservationTypes = []string{
"bugfix", "feature", "refactor", "change", "discovery", "decision",
}
// DefaultObservationConcepts are the concept tags to include in context.
var DefaultObservationConcepts = []string{
"how-it-works", "why-it-exists", "what-changed",
"problem-solution", "gotcha", "pattern", "trade-off",
}
// CriticalConcepts are concepts that indicate "must know" information.
// Observations with these concepts are prioritized in context injection.
var CriticalConcepts = []string{
"gotcha", "pattern", "problem-solution", "trade-off",
}
// Config holds the application configuration.
// Field order optimized for memory alignment (fieldalignment).
type Config struct {
ContextFullField string `json:"context_full_field"`
DBPath string `json:"db_path"`
Model string `json:"model"`
ClaudeCodePath string `json:"claude_code_path"`
EmbeddingModel string `json:"embedding_model"`
VectorStorageStrategy string `json:"vector_storage_strategy"`
ContextObsConcepts []string `json:"context_obs_concepts"`
ContextObsTypes []string `json:"context_obs_types"`
ContextMaxPromptResults int `json:"context_max_prompt_results"`
RerankingResults int `json:"reranking_results"`
GraphEdgeWeight float64 `json:"graph_edge_weight"`
ContextRelevanceThreshold float64 `json:"context_relevance_threshold"`
RerankingCandidates int `json:"reranking_candidates"`
WorkerPort int `json:"worker_port"`
RerankingMinImprovement float64 `json:"reranking_min_improvement"`
ContextObservations int `json:"context_observations"`
ContextFullCount int `json:"context_full_count"`
ContextSessionCount int `json:"context_session_count"`
MaxConns int `json:"max_conns"`
RerankingAlpha float64 `json:"reranking_alpha"`
GraphMaxHops int `json:"graph_max_hops"`
GraphBranchFactor int `json:"graph_branch_factor"`
GraphRebuildIntervalMin int `json:"graph_rebuild_interval_min"`
HubThreshold int `json:"hub_threshold"`
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 (
globalConfig *Config
configOnce sync.Once
configMu sync.RWMutex
)
// DataDir returns the data directory path (~/.claude-mnemonic).
func DataDir() string {
home, _ := os.UserHomeDir()
return filepath.Join(home, ".claude-mnemonic")
}
// DBPath returns the database file path.
func DBPath() string {
return filepath.Join(DataDir(), "claude-mnemonic.db")
}
// SettingsPath returns the settings file path.
func SettingsPath() string {
return filepath.Join(DataDir(), "settings.json")
}
// EnsureDataDir creates the data directory if it doesn't exist.
func EnsureDataDir() error {
return os.MkdirAll(DataDir(), 0750)
}
// EnsureSettings creates a default settings file if it doesn't exist.
func EnsureSettings() error {
path := SettingsPath()
// Check if file exists
if _, err := os.Stat(path); err == nil {
return nil // File exists
}
// Create default settings file with comments
defaultSettings := `{
"CLAUDE_MNEMONIC_WORKER_PORT": 37777,
"CLAUDE_MNEMONIC_MODEL": "haiku",
"CLAUDE_MNEMONIC_CONTEXT_OBSERVATIONS": 100,
"CLAUDE_MNEMONIC_CONTEXT_FULL_COUNT": 25,
"CLAUDE_MNEMONIC_CONTEXT_SESSION_COUNT": 10
}
`
return os.WriteFile(path, []byte(defaultSettings), 0600)
}
// EnsureAll ensures all required directories and files exist.
func EnsureAll() error {
if err := EnsureDataDir(); err != nil {
return err
}
if err := EnsureSettings(); err != nil {
return err
}
return nil
}
// DefaultEmbeddingModel is the default embedding model to use.
const DefaultEmbeddingModel = "bge-v1.5"
// Default returns a Config with default values.
func Default() *Config {
return &Config{
WorkerPort: DefaultWorkerPort,
DBPath: DBPath(),
MaxConns: 4,
Model: DefaultModel,
EmbeddingModel: DefaultEmbeddingModel,
RerankingEnabled: true, // Enable by default for improved relevance
RerankingCandidates: 100, // Retrieve top 100 candidates
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
VectorStorageStrategy: "hub", // Hub storage strategy (LEANN-inspired)
HubThreshold: 5, // Require 5+ accesses to store embedding
ContextObservations: 100,
ContextFullCount: 25,
ContextSessionCount: 10,
ContextShowReadTokens: true,
ContextShowWorkTokens: true,
ContextFullField: "narrative",
ContextShowLastSummary: true,
ContextObsTypes: DefaultObservationTypes,
ContextObsConcepts: DefaultObservationConcepts,
ContextRelevanceThreshold: 0.3, // Minimum 30% similarity to include
ContextMaxPromptResults: 10, // Cap at 10 results max (0 = no cap, threshold only)
}
}
// Load loads configuration from the settings file, merging with defaults.
func Load() (*Config, error) {
cfg := Default()
data, err := os.ReadFile(SettingsPath())
if err != nil {
if os.IsNotExist(err) {
return cfg, nil
}
return nil, err
}
// Load settings into a map to preserve unknown fields
var settings map[string]interface{}
if err := json.Unmarshal(data, &settings); err != nil {
return cfg, nil // Return defaults on parse error
}
// Map settings to config
if v, ok := settings["CLAUDE_MNEMONIC_WORKER_PORT"].(float64); ok {
cfg.WorkerPort = int(v)
}
if v, ok := settings["CLAUDE_MNEMONIC_MODEL"].(string); ok {
cfg.Model = v
}
if v, ok := settings["CLAUDE_CODE_PATH"].(string); ok {
cfg.ClaudeCodePath = v
}
if v, ok := settings["CLAUDE_MNEMONIC_EMBEDDING_MODEL"].(string); ok && v != "" {
cfg.EmbeddingModel = v
}
// Reranking settings
if v, ok := settings["CLAUDE_MNEMONIC_RERANKING_ENABLED"].(bool); ok {
cfg.RerankingEnabled = v
}
if v, ok := settings["CLAUDE_MNEMONIC_RERANKING_CANDIDATES"].(float64); ok && v > 0 {
cfg.RerankingCandidates = int(v)
}
if v, ok := settings["CLAUDE_MNEMONIC_RERANKING_RESULTS"].(float64); ok && v > 0 {
cfg.RerankingResults = int(v)
}
if v, ok := settings["CLAUDE_MNEMONIC_RERANKING_ALPHA"].(float64); ok && v >= 0 && v <= 1 {
cfg.RerankingAlpha = v
}
if v, ok := settings["CLAUDE_MNEMONIC_RERANKING_MIN_IMPROVEMENT"].(float64); ok && v >= 0 {
cfg.RerankingMinImprovement = v
}
if v, ok := settings["CLAUDE_MNEMONIC_RERANKING_PURE_MODE"].(bool); ok {
cfg.RerankingPureMode = v
}
if v, ok := settings["CLAUDE_MNEMONIC_CONTEXT_OBSERVATIONS"].(float64); ok {
cfg.ContextObservations = int(v)
}
if v, ok := settings["CLAUDE_MNEMONIC_CONTEXT_FULL_COUNT"].(float64); ok {
cfg.ContextFullCount = int(v)
}
if v, ok := settings["CLAUDE_MNEMONIC_CONTEXT_SESSION_COUNT"].(float64); ok {
cfg.ContextSessionCount = int(v)
}
if v, ok := settings["CLAUDE_MNEMONIC_CONTEXT_OBS_TYPES"].(string); ok && v != "" {
cfg.ContextObsTypes = splitTrim(v)
}
if v, ok := settings["CLAUDE_MNEMONIC_CONTEXT_OBS_CONCEPTS"].(string); ok && v != "" {
cfg.ContextObsConcepts = splitTrim(v)
}
if v, ok := settings["CLAUDE_MNEMONIC_CONTEXT_RELEVANCE_THRESHOLD"].(float64); ok && v >= 0 && v <= 1 {
cfg.ContextRelevanceThreshold = v
}
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)
}
// Vector storage settings (LEANN Phase 2)
if v, ok := settings["CLAUDE_MNEMONIC_VECTOR_STORAGE_STRATEGY"].(string); ok && v != "" {
cfg.VectorStorageStrategy = v
}
if v, ok := settings["CLAUDE_MNEMONIC_HUB_THRESHOLD"].(float64); ok && v > 0 {
cfg.HubThreshold = int(v)
}
return cfg, nil
}
// splitTrim splits a comma-separated string and trims whitespace.
func splitTrim(s string) []string {
parts := strings.Split(s, ",")
result := make([]string, 0, len(parts))
for _, p := range parts {
p = strings.TrimSpace(p)
if p != "" {
result = append(result, p)
}
}
return result
}
// Get returns the global configuration, loading it if necessary.
func Get() *Config {
configOnce.Do(func() {
var err error
globalConfig, err = Load()
if err != nil {
globalConfig = Default()
}
})
configMu.RLock()
defer configMu.RUnlock()
return globalConfig
}
// GetWorkerPort returns the worker port from environment or config.
func GetWorkerPort() int {
if port := os.Getenv("CLAUDE_MNEMONIC_WORKER_PORT"); port != "" {
var p int
if err := json.Unmarshal([]byte(port), &p); err == nil && p > 0 {
return p
}
}
return Get().WorkerPort
}