Release v5.0.0: Hybrid Search Architecture
Breaking Changes: - Python dependency for optimal performance (semantic search) - Search behavior prioritizes semantic relevance with Chroma - Worker service now initializes ChromaSync on startup Major Features: - Hybrid Search Architecture combining ChromaDB semantic search with SQLite temporal filtering - ChromaSync Service for automatic vector database synchronization (738 lines) - get_timeline_by_query tool with auto/interactive modes - Enhanced MCP tools with hybrid semantic + keyword search capabilities Technical Changes: - New: src/services/sync/ChromaSync.ts (vector database sync) - Modified: src/servers/search-server.ts (+995 lines for hybrid search) - Modified: src/services/worker-service.ts (+136 lines for ChromaSync integration) - Modified: src/services/sqlite/SessionStore.ts (+276 lines for timeline queries) - Validation: 1,390 observations → 8,279 vector documents - Performance: Semantic search with 90-day window <200ms Documentation: - Updated CLAUDE.md with hybrid search architecture - Updated CHANGELOG.md with comprehensive v5.0.0 entry - Removed usage tracking documentation - Version bumped across all manifest files 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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@@ -5,7 +5,8 @@
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* This service provides real-time semantic search capabilities by maintaining
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* a vector database synchronized with SQLite.
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*
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* Design: Fail-fast with no fallbacks - if Chroma is unavailable, syncing fails.
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* Design: Fail-fast throws - worker handles failures with graceful degradation.
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* If Chroma/Python unavailable, sync operations throw but worker continues without semantic search.
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*/
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import { Client } from '@modelcontextprotocol/sdk/client/index.js';
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@@ -90,9 +90,9 @@ class WorkerService {
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this.app = express();
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this.app.use(express.json({ limit: '50mb' }));
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// Initialize ChromaSync (fail fast if Chroma unavailable)
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// Initialize ChromaSync (lazy connection - will gracefully degrade if Chroma unavailable)
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this.chromaSync = new ChromaSync('claude-mem');
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logger.info('SYSTEM', 'ChromaSync initialized');
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logger.info('SYSTEM', 'ChromaSync initialized (semantic search enabled if Python/uvx available)');
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// Health check
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this.app.get('/health', this.handleHealth.bind(this));
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@@ -211,7 +211,7 @@ class WorkerService {
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db.close();
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// Sync user prompt to Chroma (fire-and-forget, but crash on failure)
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// Sync user prompt to Chroma (fire-and-forget with graceful fallback)
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if (latestPrompt) {
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this.chromaSync.syncUserPrompt(
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latestPrompt.id,
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@@ -221,8 +221,8 @@ class WorkerService {
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latestPrompt.prompt_number,
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latestPrompt.created_at_epoch
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).catch(err => {
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logger.failure('WORKER', 'Failed to sync user_prompt to Chroma', { promptId: latestPrompt.id }, err);
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process.exit(1); // Fail fast - Chroma sync is critical
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logger.warn('CHROMA', 'Failed to sync user_prompt to Chroma (continuing without semantic search)', { promptId: latestPrompt.id }, err);
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// Graceful degradation: Plugin continues without Chroma sync
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});
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}
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@@ -619,7 +619,7 @@ class WorkerService {
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id
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});
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// Sync to Chroma (non-blocking fire-and-forget, but crash on failure)
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// Sync to Chroma (non-blocking fire-and-forget with graceful fallback)
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this.chromaSync.syncObservation(
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id,
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session.claudeSessionId,
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@@ -633,11 +633,11 @@ class WorkerService {
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observationId: id
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});
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}).catch((error: Error) => {
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logger.error('CHROMA', 'Observation sync failed - crashing worker', {
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logger.warn('CHROMA', 'Observation sync failed (continuing without semantic search)', {
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correlationId,
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observationId: id
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}, error);
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process.exit(1); // Fail fast - no fallbacks
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// Graceful degradation: Plugin continues without Chroma sync
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});
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}
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@@ -658,7 +658,7 @@ class WorkerService {
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const { id, createdAtEpoch } = db.storeSummary(session.claudeSessionId, session.project, summary, promptNumber);
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logger.success('DB', '📝 SUMMARY STORED IN DATABASE', { sessionId: session.sessionDbId, promptNumber, id });
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// Sync to Chroma (non-blocking fire-and-forget, but crash on failure)
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// Sync to Chroma (non-blocking fire-and-forget with graceful fallback)
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this.chromaSync.syncSummary(
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id,
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session.claudeSessionId,
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@@ -672,11 +672,11 @@ class WorkerService {
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summaryId: id
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});
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}).catch((error: Error) => {
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logger.error('CHROMA', 'Summary sync failed - crashing worker', {
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logger.warn('CHROMA', 'Summary sync failed (continuing without semantic search)', {
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sessionId: session.sessionDbId,
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summaryId: id
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}, error);
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process.exit(1); // Fail fast - no fallbacks
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// Graceful degradation: Plugin continues without Chroma sync
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});
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} else {
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logger.warn('PARSER', 'NO SUMMARY TAGS FOUND in response', {
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