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pnpm add @anvia/core @anvia/chroma chromadb

Embed documents before writing them; the adapter deliberately disables Chroma's collection embedding function.

import { embedDocuments } from '@anvia/core/embeddings'
import { ChromaVectorStore } from '@anvia/chroma'

const documents = await embedDocuments(embeddings, sourceDocuments, {
  id: (document) => document.id,
  content: (document) => document.text,
})

const store = await ChromaVectorStore.connect({
  client,
  collectionName: 'support_docs',
  createIfMissing: false,
})

await store.upsertDocuments(documents)
const index = store.index(embeddings)

client may be omitted for a default ChromaClient, and collection creation defaults on. Prefer an injected client and pre-provisioned collection outside development.

Next

• Collections and indexing
• Search and filters
• Production