Best Practices

This chapter covers best practices for schema design related to your dataset.

Data Model Design [READ MORE]

Information Retrieval systems, also known as search engines, are essential for various AI applications such as Retrieval-augmented generation (RAG), visual search, and product recommendation. At the core of these systems is a carefully-designed data model to organize, index and retrieve the information.

Data Model with Structs [READ MORE]

Modern AI applications, especially in the Internet of Things (IoT) and autonomous driving, typically reason over rich, structured events a sensor reading with its timestamp and vector embedding, a diagnostic log with an error code and audio snippet, or a trip segment with location, speed, and scene context. These require the database to natively support the ingestion and search of nested data.