S3 Vectors
Project Amazon S3 Vector embeddings into a Neptune Analytics graph via a custom Athena connector.
Overview
Section titled “Overview”S3 Vectors stores vector embeddings alongside metadata. nx-neptune uses a custom Athena federated query connector to read these embeddings and project them into Neptune Analytics, enabling combined graph traversal and semantic similarity search.
Custom connector
Section titled “Custom connector”A custom Athena connector is required. See the athena-s3vector-connector for installation and deployment instructions.
Demo notebook
Section titled “Demo notebook”The S3 Vectors demo notebook demonstrates:
- Deploying the custom Athena connector
- Querying vector embeddings via Athena federated query
- Projecting embeddings into a graph
- Running similarity search