Alex Newman
98d87d7573
Reverts v10.0.3 chroma-mcp spawn storm fix (broken release). Restores codebase to v10.0.2 state. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
1045 lines
33 KiB
TypeScript
1045 lines
33 KiB
TypeScript
/**
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* ChromaSync Service
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*
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* Automatically syncs observations and session summaries to ChromaDB via MCP.
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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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*/
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import { Client } from '@modelcontextprotocol/sdk/client/index.js';
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import { StdioClientTransport } from '@modelcontextprotocol/sdk/client/stdio.js';
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import { ParsedObservation, ParsedSummary } from '../../sdk/parser.js';
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import { SessionStore } from '../sqlite/SessionStore.js';
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import { logger } from '../../utils/logger.js';
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import { SettingsDefaultsManager } from '../../shared/SettingsDefaultsManager.js';
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import { USER_SETTINGS_PATH } from '../../shared/paths.js';
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import path from 'path';
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import os from 'os';
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import fs from 'fs';
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import { execSync } from 'child_process';
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// Version injected at build time by esbuild define
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declare const __DEFAULT_PACKAGE_VERSION__: string;
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const packageVersion = typeof __DEFAULT_PACKAGE_VERSION__ !== 'undefined' ? __DEFAULT_PACKAGE_VERSION__ : '0.0.0-dev';
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interface ChromaDocument {
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id: string;
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document: string;
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metadata: Record<string, string | number>;
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}
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interface StoredObservation {
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id: number;
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memory_session_id: string;
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project: string;
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text: string | null;
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type: string;
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title: string | null;
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subtitle: string | null;
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facts: string | null; // JSON
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narrative: string | null;
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concepts: string | null; // JSON
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files_read: string | null; // JSON
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files_modified: string | null; // JSON
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prompt_number: number;
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discovery_tokens: number; // ROI metrics
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created_at: string;
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created_at_epoch: number;
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}
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interface StoredSummary {
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id: number;
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memory_session_id: string;
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project: string;
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request: string | null;
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investigated: string | null;
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learned: string | null;
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completed: string | null;
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next_steps: string | null;
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notes: string | null;
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prompt_number: number;
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discovery_tokens: number; // ROI metrics
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created_at: string;
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created_at_epoch: number;
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}
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interface StoredUserPrompt {
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id: number;
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content_session_id: string;
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prompt_number: number;
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prompt_text: string;
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created_at: string;
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created_at_epoch: number;
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memory_session_id: string;
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project: string;
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}
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export class ChromaSync {
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private client: Client | null = null;
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private transport: StdioClientTransport | null = null;
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private connected: boolean = false;
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private project: string;
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private collectionName: string;
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private readonly VECTOR_DB_DIR: string;
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private readonly BATCH_SIZE = 100;
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// Windows popup concern resolved: the worker daemon starts with -WindowStyle Hidden,
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// so child processes (uvx/chroma-mcp) inherit the hidden console and don't create new windows.
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// MCP SDK's StdioClientTransport uses shell:false and no detached flag, so console is inherited.
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private readonly disabled: boolean = false;
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constructor(project: string) {
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this.project = project;
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this.collectionName = `cm__${project}`;
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this.VECTOR_DB_DIR = path.join(os.homedir(), '.claude-mem', 'vector-db');
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}
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/**
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* Get or create combined SSL certificate bundle for Zscaler/corporate proxy environments
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* Combines standard certifi certificates with enterprise security certificates (e.g., Zscaler)
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*/
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private getCombinedCertPath(): string | undefined {
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const combinedCertPath = path.join(os.homedir(), '.claude-mem', 'combined_certs.pem');
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// If combined certs already exist and are recent (less than 24 hours old), use them
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if (fs.existsSync(combinedCertPath)) {
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const stats = fs.statSync(combinedCertPath);
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const ageMs = Date.now() - stats.mtimeMs;
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if (ageMs < 24 * 60 * 60 * 1000) {
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return combinedCertPath;
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}
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}
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// Only create on macOS (Zscaler certificate extraction uses macOS security command)
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if (process.platform !== 'darwin') {
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return undefined;
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}
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try {
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// Use uvx to resolve the correct certifi path for the exact Python environment it uses
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// This is more reliable than scanning the uv cache directory structure
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let certifiPath: string | undefined;
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try {
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certifiPath = execSync(
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'uvx --with certifi python -c "import certifi; print(certifi.where())"',
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{ encoding: 'utf8', stdio: ['pipe', 'pipe', 'pipe'], timeout: 10000 }
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).trim();
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} catch {
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// uvx or certifi not available
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return undefined;
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}
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if (!certifiPath || !fs.existsSync(certifiPath)) {
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return undefined;
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}
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// Try to extract Zscaler certificate from macOS keychain
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let zscalerCert = '';
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try {
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zscalerCert = execSync(
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'security find-certificate -a -c "Zscaler" -p /Library/Keychains/System.keychain',
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{ encoding: 'utf8', stdio: ['pipe', 'pipe', 'pipe'], timeout: 5000 }
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);
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} catch {
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// Zscaler not found, which is fine - not all environments have it
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return undefined;
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}
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// Validate PEM certificate format (must have both BEGIN and END markers)
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if (!zscalerCert ||
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!zscalerCert.includes('-----BEGIN CERTIFICATE-----') ||
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!zscalerCert.includes('-----END CERTIFICATE-----')) {
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return undefined;
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}
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// Create combined certificate bundle with atomic write (write to temp, then rename)
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const certifiContent = fs.readFileSync(certifiPath, 'utf8');
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const tempPath = combinedCertPath + '.tmp';
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fs.writeFileSync(tempPath, certifiContent + '\n' + zscalerCert);
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fs.renameSync(tempPath, combinedCertPath);
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logger.info('CHROMA_SYNC', 'Created combined SSL certificate bundle for Zscaler', {
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path: combinedCertPath
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});
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return combinedCertPath;
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} catch (error) {
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logger.debug('CHROMA_SYNC', 'Could not create combined cert bundle', {}, error as Error);
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return undefined;
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}
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}
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/**
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* Check if Chroma is disabled (Windows)
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*/
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isDisabled(): boolean {
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return this.disabled;
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}
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/**
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* Ensure MCP client is connected to Chroma server
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* Throws error if connection fails
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*/
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private async ensureConnection(): Promise<void> {
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if (this.connected && this.client) {
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return;
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}
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logger.info('CHROMA_SYNC', 'Connecting to Chroma MCP server...', { project: this.project });
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try {
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// Use Python 3.13 by default to avoid onnxruntime compatibility issues with Python 3.14+
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// See: https://github.com/thedotmack/claude-mem/issues/170 (Python 3.14 incompatibility)
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const settings = SettingsDefaultsManager.loadFromFile(USER_SETTINGS_PATH);
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const pythonVersion = settings.CLAUDE_MEM_PYTHON_VERSION;
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// Get combined SSL certificate bundle for Zscaler/corporate proxy environments
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const combinedCertPath = this.getCombinedCertPath();
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const transportOptions: any = {
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command: 'uvx',
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args: [
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'--python', pythonVersion,
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'chroma-mcp',
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'--client-type', 'persistent',
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'--data-dir', this.VECTOR_DB_DIR
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],
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stderr: 'ignore'
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};
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// Add SSL certificate environment variables for corporate proxy/Zscaler environments
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if (combinedCertPath) {
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transportOptions.env = {
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...process.env,
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SSL_CERT_FILE: combinedCertPath,
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REQUESTS_CA_BUNDLE: combinedCertPath,
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CURL_CA_BUNDLE: combinedCertPath
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};
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logger.info('CHROMA_SYNC', 'Using combined SSL certificates for Zscaler compatibility', {
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certPath: combinedCertPath
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});
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}
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// Note: windowsHide is not needed here because the worker daemon starts with
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// -WindowStyle Hidden, so child processes inherit the hidden console.
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// The MCP SDK ignores custom windowsHide anyway (overridden internally).
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this.transport = new StdioClientTransport(transportOptions);
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// Empty capabilities object: this client only calls Chroma tools, doesn't expose any
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this.client = new Client({
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name: 'claude-mem-chroma-sync',
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version: packageVersion
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}, {
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capabilities: {}
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});
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await this.client.connect(this.transport);
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this.connected = true;
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logger.info('CHROMA_SYNC', 'Connected to Chroma MCP server', { project: this.project });
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} catch (error) {
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logger.error('CHROMA_SYNC', 'Failed to connect to Chroma MCP server', { project: this.project }, error as Error);
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throw new Error(`Chroma connection failed: ${error instanceof Error ? error.message : String(error)}`);
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}
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}
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/**
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* Ensure collection exists, create if needed
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* Throws error if collection creation fails
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*/
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private async ensureCollection(): Promise<void> {
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await this.ensureConnection();
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if (!this.client) {
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throw new Error(
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'Chroma client not initialized. Call ensureConnection() before using client methods.' +
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` Project: ${this.project}`
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);
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}
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try {
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// Try to get collection info (will fail if doesn't exist)
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await this.client.callTool({
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name: 'chroma_get_collection_info',
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arguments: {
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collection_name: this.collectionName
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}
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});
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logger.debug('CHROMA_SYNC', 'Collection exists', { collection: this.collectionName });
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} catch (error) {
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// Check if this is a connection error - don't try to create collection
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const errorMessage = error instanceof Error ? error.message : String(error);
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const isConnectionError =
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errorMessage.includes('Not connected') ||
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errorMessage.includes('Connection closed') ||
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errorMessage.includes('MCP error -32000');
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if (isConnectionError) {
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// FIX: Close transport to kill subprocess before resetting state
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// Without this, old chroma-mcp processes leak as zombies
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if (this.transport) {
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try {
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await this.transport.close();
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} catch (closeErr) {
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logger.debug('CHROMA_SYNC', 'Transport close error (expected if already dead)', {}, closeErr as Error);
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}
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}
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// Reset connection state so next call attempts reconnect
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this.connected = false;
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this.client = null;
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this.transport = null;
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logger.error('CHROMA_SYNC', 'Connection lost during collection check',
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{ collection: this.collectionName }, error as Error);
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throw new Error(`Chroma connection lost: ${errorMessage}`);
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}
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// Only attempt creation if it's genuinely a "collection not found" error
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logger.error('CHROMA_SYNC', 'Collection check failed, attempting to create', { collection: this.collectionName }, error as Error);
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logger.info('CHROMA_SYNC', 'Creating collection', { collection: this.collectionName });
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try {
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await this.client.callTool({
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name: 'chroma_create_collection',
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arguments: {
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collection_name: this.collectionName,
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embedding_function_name: 'default'
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}
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});
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logger.info('CHROMA_SYNC', 'Collection created', { collection: this.collectionName });
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} catch (createError) {
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logger.error('CHROMA_SYNC', 'Failed to create collection', { collection: this.collectionName }, createError as Error);
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throw new Error(`Collection creation failed: ${createError instanceof Error ? createError.message : String(createError)}`);
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}
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}
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}
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/**
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* Format observation into Chroma documents (granular approach)
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* Each semantic field becomes a separate vector document
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*/
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private formatObservationDocs(obs: StoredObservation): ChromaDocument[] {
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const documents: ChromaDocument[] = [];
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// Parse JSON fields
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const facts = obs.facts ? JSON.parse(obs.facts) : [];
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const concepts = obs.concepts ? JSON.parse(obs.concepts) : [];
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const files_read = obs.files_read ? JSON.parse(obs.files_read) : [];
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const files_modified = obs.files_modified ? JSON.parse(obs.files_modified) : [];
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const baseMetadata: Record<string, string | number> = {
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sqlite_id: obs.id,
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doc_type: 'observation',
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memory_session_id: obs.memory_session_id,
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project: obs.project,
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created_at_epoch: obs.created_at_epoch,
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type: obs.type || 'discovery',
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title: obs.title || 'Untitled'
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};
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// Add optional metadata fields
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if (obs.subtitle) {
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baseMetadata.subtitle = obs.subtitle;
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}
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if (concepts.length > 0) {
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baseMetadata.concepts = concepts.join(',');
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}
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if (files_read.length > 0) {
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baseMetadata.files_read = files_read.join(',');
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}
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if (files_modified.length > 0) {
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baseMetadata.files_modified = files_modified.join(',');
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}
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// Narrative as separate document
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if (obs.narrative) {
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documents.push({
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id: `obs_${obs.id}_narrative`,
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document: obs.narrative,
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metadata: { ...baseMetadata, field_type: 'narrative' }
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});
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}
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// Text as separate document (legacy field)
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if (obs.text) {
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documents.push({
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id: `obs_${obs.id}_text`,
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document: obs.text,
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metadata: { ...baseMetadata, field_type: 'text' }
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});
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}
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// Each fact as separate document
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facts.forEach((fact: string, index: number) => {
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documents.push({
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id: `obs_${obs.id}_fact_${index}`,
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document: fact,
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metadata: { ...baseMetadata, field_type: 'fact', fact_index: index }
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});
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});
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return documents;
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}
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/**
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* Format summary into Chroma documents (granular approach)
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* Each summary field becomes a separate vector document
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*/
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private formatSummaryDocs(summary: StoredSummary): ChromaDocument[] {
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const documents: ChromaDocument[] = [];
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const baseMetadata: Record<string, string | number> = {
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sqlite_id: summary.id,
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doc_type: 'session_summary',
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memory_session_id: summary.memory_session_id,
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project: summary.project,
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created_at_epoch: summary.created_at_epoch,
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prompt_number: summary.prompt_number || 0
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};
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// Each field becomes a separate document
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if (summary.request) {
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documents.push({
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id: `summary_${summary.id}_request`,
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document: summary.request,
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metadata: { ...baseMetadata, field_type: 'request' }
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});
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}
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if (summary.investigated) {
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documents.push({
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id: `summary_${summary.id}_investigated`,
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document: summary.investigated,
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metadata: { ...baseMetadata, field_type: 'investigated' }
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});
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}
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if (summary.learned) {
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documents.push({
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id: `summary_${summary.id}_learned`,
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document: summary.learned,
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metadata: { ...baseMetadata, field_type: 'learned' }
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});
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}
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if (summary.completed) {
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documents.push({
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id: `summary_${summary.id}_completed`,
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document: summary.completed,
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metadata: { ...baseMetadata, field_type: 'completed' }
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});
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}
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if (summary.next_steps) {
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documents.push({
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id: `summary_${summary.id}_next_steps`,
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document: summary.next_steps,
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metadata: { ...baseMetadata, field_type: 'next_steps' }
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});
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}
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if (summary.notes) {
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documents.push({
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id: `summary_${summary.id}_notes`,
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document: summary.notes,
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metadata: { ...baseMetadata, field_type: 'notes' }
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});
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}
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return documents;
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}
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/**
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* Add documents to Chroma in batch
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* Throws error if batch add fails
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*/
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private async addDocuments(documents: ChromaDocument[]): Promise<void> {
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if (documents.length === 0) {
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return;
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}
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await this.ensureCollection();
|
|
|
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if (!this.client) {
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throw new Error(
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'Chroma client not initialized. Call ensureConnection() before using client methods.' +
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` Project: ${this.project}`
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);
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}
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try {
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await this.client.callTool({
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name: 'chroma_add_documents',
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arguments: {
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collection_name: this.collectionName,
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documents: documents.map(d => d.document),
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ids: documents.map(d => d.id),
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metadatas: documents.map(d => d.metadata)
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}
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});
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logger.debug('CHROMA_SYNC', 'Documents added', {
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collection: this.collectionName,
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count: documents.length
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});
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} catch (error) {
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logger.error('CHROMA_SYNC', 'Failed to add documents', {
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collection: this.collectionName,
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count: documents.length
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}, error as Error);
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throw new Error(`Document add failed: ${error instanceof Error ? error.message : String(error)}`);
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}
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}
|
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/**
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* Sync a single observation to Chroma
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* Blocks until sync completes, throws on error
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* No-op on Windows (Chroma disabled to prevent console popups)
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*/
|
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async syncObservation(
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observationId: number,
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memorySessionId: string,
|
|
project: string,
|
|
obs: ParsedObservation,
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promptNumber: number,
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createdAtEpoch: number,
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discoveryTokens: number = 0
|
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): Promise<void> {
|
|
if (this.disabled) return;
|
|
|
|
// Convert ParsedObservation to StoredObservation format
|
|
const stored: StoredObservation = {
|
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id: observationId,
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memory_session_id: memorySessionId,
|
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project: project,
|
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text: null, // Legacy field, not used
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type: obs.type,
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title: obs.title,
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subtitle: obs.subtitle,
|
|
facts: JSON.stringify(obs.facts),
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narrative: obs.narrative,
|
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concepts: JSON.stringify(obs.concepts),
|
|
files_read: JSON.stringify(obs.files_read),
|
|
files_modified: JSON.stringify(obs.files_modified),
|
|
prompt_number: promptNumber,
|
|
discovery_tokens: discoveryTokens,
|
|
created_at: new Date(createdAtEpoch * 1000).toISOString(),
|
|
created_at_epoch: createdAtEpoch
|
|
};
|
|
|
|
const documents = this.formatObservationDocs(stored);
|
|
|
|
logger.info('CHROMA_SYNC', 'Syncing observation', {
|
|
observationId,
|
|
documentCount: documents.length,
|
|
project
|
|
});
|
|
|
|
await this.addDocuments(documents);
|
|
}
|
|
|
|
/**
|
|
* Sync a single summary to Chroma
|
|
* Blocks until sync completes, throws on error
|
|
* No-op on Windows (Chroma disabled to prevent console popups)
|
|
*/
|
|
async syncSummary(
|
|
summaryId: number,
|
|
memorySessionId: string,
|
|
project: string,
|
|
summary: ParsedSummary,
|
|
promptNumber: number,
|
|
createdAtEpoch: number,
|
|
discoveryTokens: number = 0
|
|
): Promise<void> {
|
|
if (this.disabled) return;
|
|
|
|
// Convert ParsedSummary to StoredSummary format
|
|
const stored: StoredSummary = {
|
|
id: summaryId,
|
|
memory_session_id: memorySessionId,
|
|
project: project,
|
|
request: summary.request,
|
|
investigated: summary.investigated,
|
|
learned: summary.learned,
|
|
completed: summary.completed,
|
|
next_steps: summary.next_steps,
|
|
notes: summary.notes,
|
|
prompt_number: promptNumber,
|
|
discovery_tokens: discoveryTokens,
|
|
created_at: new Date(createdAtEpoch * 1000).toISOString(),
|
|
created_at_epoch: createdAtEpoch
|
|
};
|
|
|
|
const documents = this.formatSummaryDocs(stored);
|
|
|
|
logger.info('CHROMA_SYNC', 'Syncing summary', {
|
|
summaryId,
|
|
documentCount: documents.length,
|
|
project
|
|
});
|
|
|
|
await this.addDocuments(documents);
|
|
}
|
|
|
|
/**
|
|
* Format user prompt into Chroma document
|
|
* Each prompt becomes a single document (unlike observations/summaries which split by field)
|
|
*/
|
|
private formatUserPromptDoc(prompt: StoredUserPrompt): ChromaDocument {
|
|
return {
|
|
id: `prompt_${prompt.id}`,
|
|
document: prompt.prompt_text,
|
|
metadata: {
|
|
sqlite_id: prompt.id,
|
|
doc_type: 'user_prompt',
|
|
memory_session_id: prompt.memory_session_id,
|
|
project: prompt.project,
|
|
created_at_epoch: prompt.created_at_epoch,
|
|
prompt_number: prompt.prompt_number
|
|
}
|
|
};
|
|
}
|
|
|
|
/**
|
|
* Sync a single user prompt to Chroma
|
|
* Blocks until sync completes, throws on error
|
|
* No-op on Windows (Chroma disabled to prevent console popups)
|
|
*/
|
|
async syncUserPrompt(
|
|
promptId: number,
|
|
memorySessionId: string,
|
|
project: string,
|
|
promptText: string,
|
|
promptNumber: number,
|
|
createdAtEpoch: number
|
|
): Promise<void> {
|
|
if (this.disabled) return;
|
|
|
|
// Create StoredUserPrompt format
|
|
const stored: StoredUserPrompt = {
|
|
id: promptId,
|
|
content_session_id: '', // Not needed for Chroma sync
|
|
prompt_number: promptNumber,
|
|
prompt_text: promptText,
|
|
created_at: new Date(createdAtEpoch * 1000).toISOString(),
|
|
created_at_epoch: createdAtEpoch,
|
|
memory_session_id: memorySessionId,
|
|
project: project
|
|
};
|
|
|
|
const document = this.formatUserPromptDoc(stored);
|
|
|
|
logger.info('CHROMA_SYNC', 'Syncing user prompt', {
|
|
promptId,
|
|
project
|
|
});
|
|
|
|
await this.addDocuments([document]);
|
|
}
|
|
|
|
/**
|
|
* Fetch all existing document IDs from Chroma collection
|
|
* Returns Sets of SQLite IDs for observations, summaries, and prompts
|
|
*/
|
|
private async getExistingChromaIds(): Promise<{
|
|
observations: Set<number>;
|
|
summaries: Set<number>;
|
|
prompts: Set<number>;
|
|
}> {
|
|
await this.ensureConnection();
|
|
|
|
if (!this.client) {
|
|
throw new Error(
|
|
'Chroma client not initialized. Call ensureConnection() before using client methods.' +
|
|
` Project: ${this.project}`
|
|
);
|
|
}
|
|
|
|
const observationIds = new Set<number>();
|
|
const summaryIds = new Set<number>();
|
|
const promptIds = new Set<number>();
|
|
|
|
let offset = 0;
|
|
const limit = 1000; // Large batches, metadata only = fast
|
|
|
|
logger.info('CHROMA_SYNC', 'Fetching existing Chroma document IDs...', { project: this.project });
|
|
|
|
while (true) {
|
|
try {
|
|
const result = await this.client.callTool({
|
|
name: 'chroma_get_documents',
|
|
arguments: {
|
|
collection_name: this.collectionName,
|
|
limit,
|
|
offset,
|
|
where: { project: this.project }, // Filter by project
|
|
include: ['metadatas']
|
|
}
|
|
});
|
|
|
|
const data = result.content[0];
|
|
if (data.type !== 'text') {
|
|
throw new Error('Unexpected response type from chroma_get_documents');
|
|
}
|
|
|
|
const parsed = JSON.parse(data.text);
|
|
const metadatas = parsed.metadatas || [];
|
|
|
|
if (metadatas.length === 0) {
|
|
break; // No more documents
|
|
}
|
|
|
|
// Extract SQLite IDs from metadata
|
|
for (const meta of metadatas) {
|
|
if (meta.sqlite_id) {
|
|
if (meta.doc_type === 'observation') {
|
|
observationIds.add(meta.sqlite_id);
|
|
} else if (meta.doc_type === 'session_summary') {
|
|
summaryIds.add(meta.sqlite_id);
|
|
} else if (meta.doc_type === 'user_prompt') {
|
|
promptIds.add(meta.sqlite_id);
|
|
}
|
|
}
|
|
}
|
|
|
|
offset += limit;
|
|
|
|
logger.debug('CHROMA_SYNC', 'Fetched batch of existing IDs', {
|
|
project: this.project,
|
|
offset,
|
|
batchSize: metadatas.length
|
|
});
|
|
} catch (error) {
|
|
logger.error('CHROMA_SYNC', 'Failed to fetch existing IDs', { project: this.project }, error as Error);
|
|
throw error;
|
|
}
|
|
}
|
|
|
|
logger.info('CHROMA_SYNC', 'Existing IDs fetched', {
|
|
project: this.project,
|
|
observations: observationIds.size,
|
|
summaries: summaryIds.size,
|
|
prompts: promptIds.size
|
|
});
|
|
|
|
return { observations: observationIds, summaries: summaryIds, prompts: promptIds };
|
|
}
|
|
|
|
/**
|
|
* Backfill: Sync all observations missing from Chroma
|
|
* Reads from SQLite and syncs in batches
|
|
* Throws error if backfill fails
|
|
* No-op on Windows (Chroma disabled to prevent console popups)
|
|
*/
|
|
async ensureBackfilled(): Promise<void> {
|
|
if (this.disabled) return;
|
|
|
|
logger.info('CHROMA_SYNC', 'Starting smart backfill', { project: this.project });
|
|
|
|
await this.ensureCollection();
|
|
|
|
// Fetch existing IDs from Chroma (fast, metadata only)
|
|
const existing = await this.getExistingChromaIds();
|
|
|
|
const db = new SessionStore();
|
|
|
|
try {
|
|
// Build exclusion list for observations
|
|
const existingObsIds = Array.from(existing.observations);
|
|
const obsExclusionClause = existingObsIds.length > 0
|
|
? `AND id NOT IN (${existingObsIds.join(',')})`
|
|
: '';
|
|
|
|
// Get only observations missing from Chroma
|
|
const observations = db.db.prepare(`
|
|
SELECT * FROM observations
|
|
WHERE project = ? ${obsExclusionClause}
|
|
ORDER BY id ASC
|
|
`).all(this.project) as StoredObservation[];
|
|
|
|
const totalObsCount = db.db.prepare(`
|
|
SELECT COUNT(*) as count FROM observations WHERE project = ?
|
|
`).get(this.project) as { count: number };
|
|
|
|
logger.info('CHROMA_SYNC', 'Backfilling observations', {
|
|
project: this.project,
|
|
missing: observations.length,
|
|
existing: existing.observations.size,
|
|
total: totalObsCount.count
|
|
});
|
|
|
|
// Format all observation documents
|
|
const allDocs: ChromaDocument[] = [];
|
|
for (const obs of observations) {
|
|
allDocs.push(...this.formatObservationDocs(obs));
|
|
}
|
|
|
|
// Sync in batches
|
|
for (let i = 0; i < allDocs.length; i += this.BATCH_SIZE) {
|
|
const batch = allDocs.slice(i, i + this.BATCH_SIZE);
|
|
await this.addDocuments(batch);
|
|
|
|
logger.debug('CHROMA_SYNC', 'Backfill progress', {
|
|
project: this.project,
|
|
progress: `${Math.min(i + this.BATCH_SIZE, allDocs.length)}/${allDocs.length}`
|
|
});
|
|
}
|
|
|
|
// Build exclusion list for summaries
|
|
const existingSummaryIds = Array.from(existing.summaries);
|
|
const summaryExclusionClause = existingSummaryIds.length > 0
|
|
? `AND id NOT IN (${existingSummaryIds.join(',')})`
|
|
: '';
|
|
|
|
// Get only summaries missing from Chroma
|
|
const summaries = db.db.prepare(`
|
|
SELECT * FROM session_summaries
|
|
WHERE project = ? ${summaryExclusionClause}
|
|
ORDER BY id ASC
|
|
`).all(this.project) as StoredSummary[];
|
|
|
|
const totalSummaryCount = db.db.prepare(`
|
|
SELECT COUNT(*) as count FROM session_summaries WHERE project = ?
|
|
`).get(this.project) as { count: number };
|
|
|
|
logger.info('CHROMA_SYNC', 'Backfilling summaries', {
|
|
project: this.project,
|
|
missing: summaries.length,
|
|
existing: existing.summaries.size,
|
|
total: totalSummaryCount.count
|
|
});
|
|
|
|
// Format all summary documents
|
|
const summaryDocs: ChromaDocument[] = [];
|
|
for (const summary of summaries) {
|
|
summaryDocs.push(...this.formatSummaryDocs(summary));
|
|
}
|
|
|
|
// Sync in batches
|
|
for (let i = 0; i < summaryDocs.length; i += this.BATCH_SIZE) {
|
|
const batch = summaryDocs.slice(i, i + this.BATCH_SIZE);
|
|
await this.addDocuments(batch);
|
|
|
|
logger.debug('CHROMA_SYNC', 'Backfill progress', {
|
|
project: this.project,
|
|
progress: `${Math.min(i + this.BATCH_SIZE, summaryDocs.length)}/${summaryDocs.length}`
|
|
});
|
|
}
|
|
|
|
// Build exclusion list for prompts
|
|
const existingPromptIds = Array.from(existing.prompts);
|
|
const promptExclusionClause = existingPromptIds.length > 0
|
|
? `AND up.id NOT IN (${existingPromptIds.join(',')})`
|
|
: '';
|
|
|
|
// Get only user prompts missing from Chroma
|
|
const prompts = db.db.prepare(`
|
|
SELECT
|
|
up.*,
|
|
s.project,
|
|
s.memory_session_id
|
|
FROM user_prompts up
|
|
JOIN sdk_sessions s ON up.content_session_id = s.content_session_id
|
|
WHERE s.project = ? ${promptExclusionClause}
|
|
ORDER BY up.id ASC
|
|
`).all(this.project) as StoredUserPrompt[];
|
|
|
|
const totalPromptCount = db.db.prepare(`
|
|
SELECT COUNT(*) as count
|
|
FROM user_prompts up
|
|
JOIN sdk_sessions s ON up.content_session_id = s.content_session_id
|
|
WHERE s.project = ?
|
|
`).get(this.project) as { count: number };
|
|
|
|
logger.info('CHROMA_SYNC', 'Backfilling user prompts', {
|
|
project: this.project,
|
|
missing: prompts.length,
|
|
existing: existing.prompts.size,
|
|
total: totalPromptCount.count
|
|
});
|
|
|
|
// Format all prompt documents
|
|
const promptDocs: ChromaDocument[] = [];
|
|
for (const prompt of prompts) {
|
|
promptDocs.push(this.formatUserPromptDoc(prompt));
|
|
}
|
|
|
|
// Sync in batches
|
|
for (let i = 0; i < promptDocs.length; i += this.BATCH_SIZE) {
|
|
const batch = promptDocs.slice(i, i + this.BATCH_SIZE);
|
|
await this.addDocuments(batch);
|
|
|
|
logger.debug('CHROMA_SYNC', 'Backfill progress', {
|
|
project: this.project,
|
|
progress: `${Math.min(i + this.BATCH_SIZE, promptDocs.length)}/${promptDocs.length}`
|
|
});
|
|
}
|
|
|
|
logger.info('CHROMA_SYNC', 'Smart backfill complete', {
|
|
project: this.project,
|
|
synced: {
|
|
observationDocs: allDocs.length,
|
|
summaryDocs: summaryDocs.length,
|
|
promptDocs: promptDocs.length
|
|
},
|
|
skipped: {
|
|
observations: existing.observations.size,
|
|
summaries: existing.summaries.size,
|
|
prompts: existing.prompts.size
|
|
}
|
|
});
|
|
|
|
} catch (error) {
|
|
logger.error('CHROMA_SYNC', 'Backfill failed', { project: this.project }, error as Error);
|
|
throw new Error(`Backfill failed: ${error instanceof Error ? error.message : String(error)}`);
|
|
} finally {
|
|
db.close();
|
|
}
|
|
}
|
|
|
|
/**
|
|
* Query Chroma collection for semantic search
|
|
* Used by SearchManager for vector-based search
|
|
* Returns empty results on Windows (Chroma disabled to prevent console popups)
|
|
*/
|
|
async queryChroma(
|
|
query: string,
|
|
limit: number,
|
|
whereFilter?: Record<string, any>
|
|
): Promise<{ ids: number[]; distances: number[]; metadatas: any[] }> {
|
|
if (this.disabled) {
|
|
return { ids: [], distances: [], metadatas: [] };
|
|
}
|
|
|
|
await this.ensureConnection();
|
|
|
|
if (!this.client) {
|
|
throw new Error(
|
|
'Chroma client not initialized. Call ensureConnection() before using client methods.' +
|
|
` Project: ${this.project}`
|
|
);
|
|
}
|
|
|
|
const whereStringified = whereFilter ? JSON.stringify(whereFilter) : undefined;
|
|
|
|
const arguments_obj = {
|
|
collection_name: this.collectionName,
|
|
query_texts: [query],
|
|
n_results: limit,
|
|
include: ['documents', 'metadatas', 'distances'],
|
|
where: whereStringified
|
|
};
|
|
|
|
let result;
|
|
try {
|
|
result = await this.client.callTool({
|
|
name: 'chroma_query_documents',
|
|
arguments: arguments_obj
|
|
});
|
|
} catch (error) {
|
|
const errorMessage = error instanceof Error ? error.message : String(error);
|
|
const isConnectionError =
|
|
errorMessage.includes('Not connected') ||
|
|
errorMessage.includes('Connection closed') ||
|
|
errorMessage.includes('MCP error -32000');
|
|
|
|
if (isConnectionError) {
|
|
// FIX: Close transport to kill subprocess before resetting state
|
|
if (this.transport) {
|
|
try {
|
|
await this.transport.close();
|
|
} catch (closeErr) {
|
|
logger.debug('CHROMA_SYNC', 'Transport close error (expected if already dead)', {}, closeErr as Error);
|
|
}
|
|
}
|
|
// Reset connection state so next call attempts reconnect
|
|
this.connected = false;
|
|
this.client = null;
|
|
this.transport = null;
|
|
logger.error('CHROMA_SYNC', 'Connection lost during query',
|
|
{ project: this.project, query }, error as Error);
|
|
throw new Error(`Chroma query failed - connection lost: ${errorMessage}`);
|
|
}
|
|
throw error;
|
|
}
|
|
|
|
const resultText = result.content[0]?.text || (() => {
|
|
logger.error('CHROMA', 'Missing text in MCP chroma_query_documents result', {
|
|
project: this.project,
|
|
query_text: query
|
|
});
|
|
return '';
|
|
})();
|
|
|
|
// Parse JSON response
|
|
let parsed: any;
|
|
try {
|
|
parsed = JSON.parse(resultText);
|
|
} catch (error) {
|
|
logger.error('CHROMA_SYNC', 'Failed to parse Chroma response', { project: this.project }, error as Error);
|
|
return { ids: [], distances: [], metadatas: [] };
|
|
}
|
|
|
|
// Extract unique IDs from document IDs
|
|
const ids: number[] = [];
|
|
const docIds = parsed.ids?.[0] || [];
|
|
for (const docId of docIds) {
|
|
// Extract sqlite_id from document ID (supports three formats):
|
|
// - obs_{id}_narrative, obs_{id}_fact_0, etc (observations)
|
|
// - summary_{id}_request, summary_{id}_learned, etc (session summaries)
|
|
// - prompt_{id} (user prompts)
|
|
const obsMatch = docId.match(/obs_(\d+)_/);
|
|
const summaryMatch = docId.match(/summary_(\d+)_/);
|
|
const promptMatch = docId.match(/prompt_(\d+)/);
|
|
|
|
let sqliteId: number | null = null;
|
|
if (obsMatch) {
|
|
sqliteId = parseInt(obsMatch[1], 10);
|
|
} else if (summaryMatch) {
|
|
sqliteId = parseInt(summaryMatch[1], 10);
|
|
} else if (promptMatch) {
|
|
sqliteId = parseInt(promptMatch[1], 10);
|
|
}
|
|
|
|
if (sqliteId !== null && !ids.includes(sqliteId)) {
|
|
ids.push(sqliteId);
|
|
}
|
|
}
|
|
|
|
const distances = parsed.distances?.[0] || [];
|
|
const metadatas = parsed.metadatas?.[0] || [];
|
|
|
|
return { ids, distances, metadatas };
|
|
}
|
|
|
|
/**
|
|
* Close the Chroma client connection and cleanup subprocess
|
|
*/
|
|
async close(): Promise<void> {
|
|
if (!this.connected && !this.client && !this.transport) {
|
|
return;
|
|
}
|
|
|
|
// Close client first
|
|
if (this.client) {
|
|
await this.client.close();
|
|
}
|
|
|
|
// Explicitly close transport to kill subprocess
|
|
if (this.transport) {
|
|
await this.transport.close();
|
|
}
|
|
|
|
logger.info('CHROMA_SYNC', 'Chroma client and subprocess closed', { project: this.project });
|
|
|
|
// Always reset state
|
|
this.connected = false;
|
|
this.client = null;
|
|
this.transport = null;
|
|
}
|
|
}
|