PostgresML

In the age of Big Data and Artificial Intelligence (AI), effectively managing and deploying machine learning (ML) models is essential for businesses aiming to leverage data-driven insights. PostgresML, a pioneering framework, seamlessly integrates ML model deployment directly into PostgreSQL, a widely used open-source relational database management system. This integration facilitates the effortless deployment and execution of ML models within the database environment, eliminating the need for intricate data pipelines and…

PostgresML is an extension of the PostgreSQL ecosystem that allows the training, fine-tuning, and use of various machine learning and large language models within the database. This extension turns PostgreSQL into a complete MLOps platform, supporting various natural language processing tasks and expanding Postgres's capabilities as a vector database. The extension complements pgvector, another foundational extension for apps wishing to use Postgres as a vector database for AI use cases. With pgvector, applications can…