Amazon RDS for PostgreSQL now supports pgvector for simplified ML model integration - devamazonaws.blogspot.com

Amazon Relational Database Service (RDS) for PostgreSQL now supports the pgvector extension to store embeddings from machine learning (ML) models in your database and to perform efficient similarity searches. Embeddings are numerical representations (vectors) created from generative AI that capture the semantic meaning of text input into a large language model (LLM). pgvector can store and search embeddings from Amazon Bedrock, Amazon SageMaker, and more.

Post Updated on May 03, 2023 at 07:36PM

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