mirror of
https://github.com/lukaszraczylo/claude-mnemonic.git
synced 2026-06-09 23:59:40 +00:00
5c2685c7b6
* 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.
305 lines
10 KiB
Go
305 lines
10 KiB
Go
// Package config provides configuration management for claude-mnemonic.
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package config
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import (
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"encoding/json"
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"os"
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"path/filepath"
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"strings"
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"sync"
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)
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const (
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// DefaultWorkerPort is the default HTTP port for the worker service.
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DefaultWorkerPort = 37777
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// DefaultModel for SDK agent (use "haiku" for cost-efficient processing).
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// Claude Code CLI accepts aliases: haiku, sonnet, opus (always latest versions)
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DefaultModel = "haiku"
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)
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// DefaultObservationTypes are the observation types to include in context.
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var DefaultObservationTypes = []string{
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"bugfix", "feature", "refactor", "change", "discovery", "decision",
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}
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// DefaultObservationConcepts are the concept tags to include in context.
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var DefaultObservationConcepts = []string{
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"how-it-works", "why-it-exists", "what-changed",
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"problem-solution", "gotcha", "pattern", "trade-off",
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}
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// CriticalConcepts are concepts that indicate "must know" information.
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// Observations with these concepts are prioritized in context injection.
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var CriticalConcepts = []string{
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"gotcha", "pattern", "problem-solution", "trade-off",
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}
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// Config holds the application configuration.
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// Field order optimized for memory alignment (fieldalignment).
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type Config struct {
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ContextFullField string `json:"context_full_field"`
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DBPath string `json:"db_path"`
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Model string `json:"model"`
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ClaudeCodePath string `json:"claude_code_path"`
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EmbeddingModel string `json:"embedding_model"`
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VectorStorageStrategy string `json:"vector_storage_strategy"`
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ContextObsConcepts []string `json:"context_obs_concepts"`
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ContextObsTypes []string `json:"context_obs_types"`
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ContextMaxPromptResults int `json:"context_max_prompt_results"`
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RerankingResults int `json:"reranking_results"`
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GraphEdgeWeight float64 `json:"graph_edge_weight"`
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ContextRelevanceThreshold float64 `json:"context_relevance_threshold"`
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RerankingCandidates int `json:"reranking_candidates"`
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WorkerPort int `json:"worker_port"`
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RerankingMinImprovement float64 `json:"reranking_min_improvement"`
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ContextObservations int `json:"context_observations"`
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ContextFullCount int `json:"context_full_count"`
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ContextSessionCount int `json:"context_session_count"`
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MaxConns int `json:"max_conns"`
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RerankingAlpha float64 `json:"reranking_alpha"`
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GraphMaxHops int `json:"graph_max_hops"`
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GraphBranchFactor int `json:"graph_branch_factor"`
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GraphRebuildIntervalMin int `json:"graph_rebuild_interval_min"`
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HubThreshold int `json:"hub_threshold"`
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ContextShowLastSummary bool `json:"context_show_last_summary"`
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RerankingEnabled bool `json:"reranking_enabled"`
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ContextShowWorkTokens bool `json:"context_show_work_tokens"`
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ContextShowReadTokens bool `json:"context_show_read_tokens"`
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RerankingPureMode bool `json:"reranking_pure_mode"`
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GraphEnabled bool `json:"graph_enabled"`
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}
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var (
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globalConfig *Config
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configOnce sync.Once
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configMu sync.RWMutex
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)
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// DataDir returns the data directory path (~/.claude-mnemonic).
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func DataDir() string {
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home, _ := os.UserHomeDir()
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return filepath.Join(home, ".claude-mnemonic")
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}
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// DBPath returns the database file path.
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func DBPath() string {
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return filepath.Join(DataDir(), "claude-mnemonic.db")
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}
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// SettingsPath returns the settings file path.
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func SettingsPath() string {
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return filepath.Join(DataDir(), "settings.json")
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}
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// EnsureDataDir creates the data directory if it doesn't exist.
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func EnsureDataDir() error {
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return os.MkdirAll(DataDir(), 0750)
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}
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// EnsureSettings creates a default settings file if it doesn't exist.
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func EnsureSettings() error {
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path := SettingsPath()
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// Check if file exists
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if _, err := os.Stat(path); err == nil {
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return nil // File exists
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}
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// Create default settings file with comments
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defaultSettings := `{
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"CLAUDE_MNEMONIC_WORKER_PORT": 37777,
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"CLAUDE_MNEMONIC_MODEL": "haiku",
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"CLAUDE_MNEMONIC_CONTEXT_OBSERVATIONS": 100,
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"CLAUDE_MNEMONIC_CONTEXT_FULL_COUNT": 25,
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"CLAUDE_MNEMONIC_CONTEXT_SESSION_COUNT": 10
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}
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`
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return os.WriteFile(path, []byte(defaultSettings), 0600)
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}
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// EnsureAll ensures all required directories and files exist.
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func EnsureAll() error {
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if err := EnsureDataDir(); err != nil {
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return err
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}
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if err := EnsureSettings(); err != nil {
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return err
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}
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return nil
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}
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// DefaultEmbeddingModel is the default embedding model to use.
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const DefaultEmbeddingModel = "bge-v1.5"
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// Default returns a Config with default values.
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func Default() *Config {
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return &Config{
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WorkerPort: DefaultWorkerPort,
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DBPath: DBPath(),
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MaxConns: 4,
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Model: DefaultModel,
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EmbeddingModel: DefaultEmbeddingModel,
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RerankingEnabled: true, // Enable by default for improved relevance
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RerankingCandidates: 100, // Retrieve top 100 candidates
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RerankingResults: 10, // Return top 10 after reranking
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RerankingAlpha: 0.7, // Favor cross-encoder score
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RerankingMinImprovement: 0, // Always apply reranking
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GraphEnabled: true, // Enable graph-aware search by default
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GraphMaxHops: 2, // Two-hop traversal
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GraphBranchFactor: 5, // Expand top 5 neighbors per node
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GraphEdgeWeight: 0.3, // Minimum edge weight to follow
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GraphRebuildIntervalMin: 60, // Rebuild graph every 60 minutes
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VectorStorageStrategy: "hub", // Hub storage strategy (LEANN-inspired)
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HubThreshold: 5, // Require 5+ accesses to store embedding
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ContextObservations: 100,
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ContextFullCount: 25,
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ContextSessionCount: 10,
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ContextShowReadTokens: true,
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ContextShowWorkTokens: true,
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ContextFullField: "narrative",
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ContextShowLastSummary: true,
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ContextObsTypes: DefaultObservationTypes,
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ContextObsConcepts: DefaultObservationConcepts,
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ContextRelevanceThreshold: 0.3, // Minimum 30% similarity to include
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ContextMaxPromptResults: 10, // Cap at 10 results max (0 = no cap, threshold only)
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}
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}
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// Load loads configuration from the settings file, merging with defaults.
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func Load() (*Config, error) {
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cfg := Default()
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data, err := os.ReadFile(SettingsPath())
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if err != nil {
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if os.IsNotExist(err) {
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return cfg, nil
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}
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return nil, err
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}
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// Load settings into a map to preserve unknown fields
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var settings map[string]interface{}
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if err := json.Unmarshal(data, &settings); err != nil {
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return cfg, nil // Return defaults on parse error
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}
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// Map settings to config
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if v, ok := settings["CLAUDE_MNEMONIC_WORKER_PORT"].(float64); ok {
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cfg.WorkerPort = int(v)
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}
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if v, ok := settings["CLAUDE_MNEMONIC_MODEL"].(string); ok {
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cfg.Model = v
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}
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if v, ok := settings["CLAUDE_CODE_PATH"].(string); ok {
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cfg.ClaudeCodePath = v
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}
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if v, ok := settings["CLAUDE_MNEMONIC_EMBEDDING_MODEL"].(string); ok && v != "" {
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cfg.EmbeddingModel = v
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}
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// Reranking settings
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if v, ok := settings["CLAUDE_MNEMONIC_RERANKING_ENABLED"].(bool); ok {
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cfg.RerankingEnabled = v
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}
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if v, ok := settings["CLAUDE_MNEMONIC_RERANKING_CANDIDATES"].(float64); ok && v > 0 {
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cfg.RerankingCandidates = int(v)
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}
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if v, ok := settings["CLAUDE_MNEMONIC_RERANKING_RESULTS"].(float64); ok && v > 0 {
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cfg.RerankingResults = int(v)
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}
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if v, ok := settings["CLAUDE_MNEMONIC_RERANKING_ALPHA"].(float64); ok && v >= 0 && v <= 1 {
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cfg.RerankingAlpha = v
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}
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if v, ok := settings["CLAUDE_MNEMONIC_RERANKING_MIN_IMPROVEMENT"].(float64); ok && v >= 0 {
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cfg.RerankingMinImprovement = v
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}
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if v, ok := settings["CLAUDE_MNEMONIC_RERANKING_PURE_MODE"].(bool); ok {
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cfg.RerankingPureMode = v
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}
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if v, ok := settings["CLAUDE_MNEMONIC_CONTEXT_OBSERVATIONS"].(float64); ok {
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cfg.ContextObservations = int(v)
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}
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if v, ok := settings["CLAUDE_MNEMONIC_CONTEXT_FULL_COUNT"].(float64); ok {
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cfg.ContextFullCount = int(v)
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}
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if v, ok := settings["CLAUDE_MNEMONIC_CONTEXT_SESSION_COUNT"].(float64); ok {
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cfg.ContextSessionCount = int(v)
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}
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if v, ok := settings["CLAUDE_MNEMONIC_CONTEXT_OBS_TYPES"].(string); ok && v != "" {
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cfg.ContextObsTypes = splitTrim(v)
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}
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if v, ok := settings["CLAUDE_MNEMONIC_CONTEXT_OBS_CONCEPTS"].(string); ok && v != "" {
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cfg.ContextObsConcepts = splitTrim(v)
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}
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if v, ok := settings["CLAUDE_MNEMONIC_CONTEXT_RELEVANCE_THRESHOLD"].(float64); ok && v >= 0 && v <= 1 {
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cfg.ContextRelevanceThreshold = v
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}
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if v, ok := settings["CLAUDE_MNEMONIC_CONTEXT_MAX_PROMPT_RESULTS"].(float64); ok && v >= 0 {
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cfg.ContextMaxPromptResults = int(v)
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}
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// Graph settings
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if v, ok := settings["CLAUDE_MNEMONIC_GRAPH_ENABLED"].(bool); ok {
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cfg.GraphEnabled = v
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}
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if v, ok := settings["CLAUDE_MNEMONIC_GRAPH_MAX_HOPS"].(float64); ok && v > 0 {
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cfg.GraphMaxHops = int(v)
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}
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if v, ok := settings["CLAUDE_MNEMONIC_GRAPH_BRANCH_FACTOR"].(float64); ok && v > 0 {
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cfg.GraphBranchFactor = int(v)
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}
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if v, ok := settings["CLAUDE_MNEMONIC_GRAPH_EDGE_WEIGHT"].(float64); ok && v >= 0 && v <= 1 {
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cfg.GraphEdgeWeight = v
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}
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if v, ok := settings["CLAUDE_MNEMONIC_GRAPH_REBUILD_INTERVAL_MIN"].(float64); ok && v > 0 {
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cfg.GraphRebuildIntervalMin = int(v)
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}
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// Vector storage settings (LEANN Phase 2)
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if v, ok := settings["CLAUDE_MNEMONIC_VECTOR_STORAGE_STRATEGY"].(string); ok && v != "" {
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cfg.VectorStorageStrategy = v
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}
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if v, ok := settings["CLAUDE_MNEMONIC_HUB_THRESHOLD"].(float64); ok && v > 0 {
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cfg.HubThreshold = int(v)
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}
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return cfg, nil
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}
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// splitTrim splits a comma-separated string and trims whitespace.
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func splitTrim(s string) []string {
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parts := strings.Split(s, ",")
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result := make([]string, 0, len(parts))
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for _, p := range parts {
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p = strings.TrimSpace(p)
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if p != "" {
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result = append(result, p)
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}
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}
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return result
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}
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// Get returns the global configuration, loading it if necessary.
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func Get() *Config {
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configOnce.Do(func() {
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var err error
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globalConfig, err = Load()
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if err != nil {
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globalConfig = Default()
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}
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})
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configMu.RLock()
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defer configMu.RUnlock()
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return globalConfig
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}
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// GetWorkerPort returns the worker port from environment or config.
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func GetWorkerPort() int {
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if port := os.Getenv("CLAUDE_MNEMONIC_WORKER_PORT"); port != "" {
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var p int
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if err := json.Unmarshal([]byte(port), &p); err == nil && p > 0 {
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return p
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}
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}
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return Get().WorkerPort
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}
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