A company launches a new web application that uses an Amazon Aurora PostgreSQL database.

Use Amazon OpenSearch Service to create an OpenSearch service. Configure the application to write vector embeddings to a vector index.

Create an Amazon DocumentDB cluster. Configure the application to write vector embeddings to a vector index.

Create an Amazon Neptune ML cluster. Configure the application to write vector embeddings to a vector graph.

Install the pgvector extension on the Aurora PostgreSQL database. Configure the application to write vector embeddings to a vector table.