📄️ What is PostgresML?
PostgresML is an end-to-end machine learning platform built entirely inside PostgreSQL. It allows you to train models and make predictions using SQL queries, without moving data out of your database.
📄️ Installation and Setup
This guide will walk you through installing PostgresML on various platforms and configuring it for your first machine learning project.
📄️ Basic Usage
Learn the fundamental concepts and operations in PostgresML through practical examples.
📄️ Training Models
Deep dive into training machine learning models with PostgresML, including advanced techniques and optimization strategies.
📄️ Making Predictions
Learn how to use trained models for inference and predictions in PostgresML.
📄️ Transformers & NLP
PostgresML provides seamless access to state-of-the-art transformer models from Hugging Face for natural language processing tasks.
📄️ Vector Operations & Embeddings
PostgresML provides powerful vector operations for semantic search, similarity matching, and Retrieval Augmented Generation (RAG) applications.
📄️ Advanced Examples
Real-world applications and complex use cases demonstrating PostgresML capabilities.