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cloud-wrapper/src/services/brainyService.ts
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97
cloud-wrapper/src/services/brainyService.ts
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import { BrainyData, BrainyDataConfig } from '@soulcraft/brainy'
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import dotenv from 'dotenv'
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// Load environment variables
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dotenv.config()
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/**
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* Extended configuration interface that includes rootDirectory
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*/
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interface ExtendedBrainyDataConfig extends BrainyDataConfig {
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storage: BrainyDataConfig['storage'] & {
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rootDirectory?: string
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}
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}
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/**
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* Initialize the Brainy instance with appropriate configuration
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* based on environment variables
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*/
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export async function initializeBrainy(): Promise<BrainyData> {
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// Get storage configuration from environment variables
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const storageType = process.env.STORAGE_TYPE || 'filesystem'
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// Create configuration object
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const config: ExtendedBrainyDataConfig = {
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storage: {}
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}
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// Configure storage based on type
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switch (storageType) {
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case 's3':
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// Configure S3 storage
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if (process.env.S3_ENDPOINT) {
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// Use customS3Storage for S3-compatible services with custom endpoints
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config.storage.customS3Storage = {
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bucketName: process.env.S3_BUCKET_NAME,
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accessKeyId: process.env.S3_ACCESS_KEY_ID,
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secretAccessKey: process.env.S3_SECRET_ACCESS_KEY,
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region: process.env.S3_REGION || 'us-east-1',
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endpoint: process.env.S3_ENDPOINT
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}
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} else {
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// Use standard S3 storage for AWS S3
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config.storage.s3Storage = {
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bucketName: process.env.S3_BUCKET_NAME,
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accessKeyId: process.env.S3_ACCESS_KEY_ID,
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secretAccessKey: process.env.S3_SECRET_ACCESS_KEY,
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region: process.env.S3_REGION || 'us-east-1'
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}
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}
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break
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case 'filesystem':
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// Configure filesystem storage
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config.storage.rootDirectory = process.env.STORAGE_ROOT_DIR || './data'
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break
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case 'memory':
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// No additional configuration needed for memory storage
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break
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default:
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// Default to filesystem storage
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config.storage.rootDirectory = process.env.STORAGE_ROOT_DIR || './data'
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break
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}
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// Note: Universal Sentence Encoder is now the only embedding option
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// TensorFlow.js is required for embedding to work
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// Configure HNSW index parameters if provided
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if (process.env.HNSW_M) {
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config.hnsw = {
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M: parseInt(process.env.HNSW_M, 10),
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efConstruction: process.env.HNSW_EF_CONSTRUCTION
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? parseInt(process.env.HNSW_EF_CONSTRUCTION, 10)
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: 200,
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efSearch: process.env.HNSW_EF_SEARCH
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? parseInt(process.env.HNSW_EF_SEARCH, 10)
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: 50
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}
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}
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// Create and initialize the Brainy instance
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const brainy = new BrainyData(config)
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await brainy.init()
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return brainy
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}
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/**
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* Get the current storage type being used by Brainy
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*/
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export async function getStorageType(brainy: BrainyData): Promise<string> {
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const status = await brainy.status()
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return status.type || 'unknown'
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}
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