Document Stores

Document stores contain ingested document chunks, i.e. Nodes.

Available Document Stores

• SimpleDocumentStore: A simple in-memory document store with support for persisting data to disk.
• PostgresDocumentStore: A PostgreSQL document store, see PostgreSQL Storage.

Check the LlamaIndexTS Github for the most up to date overview of integrations.

Using PostgreSQL as Document Store

npm i llamaindex @llamaindex/postgres

pnpm add llamaindex @llamaindex/postgres

yarn add llamaindex @llamaindex/postgres

bun add llamaindex @llamaindex/postgres

You can configure the schemaName, tableName, namespace, and connectionString. If a connectionString is not provided, it will use the environment variables PGHOST, PGUSER, PGPASSWORD, PGDATABASE and PGPORT.

import { Document, VectorStoreIndex, storageContextFromDefaults } from "llamaindex";
import { PostgresDocumentStore } from "@llamaindex/postgres";

const storageContext = await storageContextFromDefaults({
  docStore: new PostgresDocumentStore(),
});

API Reference

• BaseDocumentStore