<ul><li>AlloyDB for PostgreSQL offers the ScaNN index for efficient data retrieval with a single SQL statement.</li><li>New enhancements in AlloyDB include inline filtering for improved performance and accuracy in vector searches.</li><li>Enterprise observability tools have been introduced to ensure stable performance and high-quality search results.</li><li>These tools include a recall evaluator to measure search quality and vector index distribution statistics for consistent performance.</li><li>AlloyDB's PostgreSQL interface enables developers to easily query and combine structured and unstructured data.</li><li>Inline filtering optimizes query execution by leveraging vector indexes and metadata column indexes.</li><li>The new recall evaluator helps measure and improve search quality in similarity search or AI workloads.</li><li>Vector index distribution statistics aid in monitoring data changes and maintaining performance.</li><li>AlloyDB offers performant, flexible, and high-quality solutions for vector search.</li><li>ScaNN for AlloyDB is generally available and can be accessed via a quickstart guide and documentation.</li></ul>

Enhancing AlloyDB vector search with inline filtering and enterprise observability

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