PostgresML

PostgresML is a comprehensive MLOps platform built as a PostgreSQL extension. It allows users to harness the power of machine learning (ML) within their Postgres database environment. With the platfrom, you can build, deploy, and run ML models directly in your database, eliminating the need for data transfers and integrating ML seamlessly into your existing workflow.

The platform offers various solutions to address common use cases. For example, you can leverage PostgresML to create smart chatbots by automating the entire workflow from embedding generation to indexing and querying. It also enables you to enhance site search functionality by utilizing natural language processing (NLP) and ML models like vector search and personalization.

Additionally, PostgresML empowers fraud detection by performing ML at the database layer, delivering faster results compared to traditional Python microservices. It also supports time series forecasting, allowing you to gain valuable insights from your data and build statistical and predictive models using SQL and regression algorithms.