LanceDB

pnpm add @struktoai/mirage-node @lancedb/lancedb

import { LanceDBResource, MountMode, Workspace } from '@struktoai/mirage-node'

const fashion = new LanceDBResource({
  config: {
    uri: '/data/fashion.lancedb', // or s3://, gs://, db:// (LanceDB Cloud)
    table: 'fashion',
    groupBy: ['gender', 'articleType', 'baseColour'],
    idColumn: 'id',
    titleColumn: 'productDisplayName',
    blobColumn: 'image_bytes',
    blobExt: 'jpg',
    vectorColumn: 'vector', // presence enables the search command
    searchLimit: 5,
  },
})

const ws = new Workspace({ '/fashion/': fashion }, { mode: MountMode.READ })

await ws.execute('ls /fashion/Men/Shoes/White')
await ws.execute('search "red running shoes" /fashion') // ranked paths + score + card

/fashion/<gender>/<articleType>/<baseColour>/<id>.md   # row card
/fashion/<gender>/<articleType>/<baseColour>/<id>.jpg  # raw blob bytes

const fashion = new LanceDBResource({
  config: {
    uri: 'db://my-database',
    apiKey: process.env.LANCEDB_API_KEY,
    region: 'us-east-1',
    hostOverride: 'https://my-database.us-east-1.api.lancedb.com', // Enterprise only
    table: 'fashion',
    groupBy: ['gender'],
    idColumn: 'id',
    vectorColumn: 'vector',
  },
})