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https://dev.mysql.com/doc/heatwave/en/mys-hw-genai-rag.html
The ML_RAG routine runs retrieval-augmented generation which aims to generate more accurate responses for your queries. As of MySQL 9.5.0, you can use hybrid search, which combines semantic search and keyword-based search to effectively retrieve ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-lakehouse-overview.html
The Lakehouse feature of MySQL HeatWave enables query processing on data in Object Storage. MySQL HeatWave Lakehouse reads the source data from Object Storage, transforms it to the memory optimized MySQL HeatWave format, saves it in the MySQL ...
https://dev.mysql.com/doc/heatwave/en/mys-hwgenai-vector-store-load.html
The VECTOR_STORE_LOAD routine generates vector embedding for the specified files or folders that are stored in the bucket, and loads the embeddings into a new vector store table. This routine creates an asynchronous task which loads vector store ...
https://dev.mysql.com/doc/relnotes/heatwave/en/news-9-4-0.html
Note MySQL HeatWave User Guide has been restructured and improved to provide better visibility of high-level tasks. Note These release notes were created with the assistance of MySQL HeatWave GenAI. MySQL HeatWave AutoML MySQL HeatWave GenAI MySQL ...
https://dev.mysql.com/doc/heatwave-aws/en/heatwave-aws-hwgenai.html
MySQL HeatWave GenAI 14 MySQL HeatWave GenAI MySQL HeatWave GenAI provides integrated and automated generative AI with in-database as well as external large language models (LLMs). It provides an automated, in-database vector store, and the ability ...
https://dev.mysql.com/doc/heatwave-aws/en/heatwave-aws-relnotes.html
Release Notes 23 Release Notes Release notes for MySQL HeatWave on AWS 2025-08-26: Data Storage Size Can Now Be Increased For Highly Available DB Systems You can now increase the data storage size of a highly available DB System online. When the DB ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-aiaml-error-messages.html
Each error message includes an error number, SQLSTATE value, and message string, as described in Error Message Sources and Elements. Error number: ML001016; SQLSTATE: HY000 Message: Only classification, regression, and forecasting tasks are ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/preface.html
See the MySQL AI License Information User Manual for licensing information, including licensing information relating to third-party software that may be included in this MySQL AI release. License Restrictions This software and related documentation ...
https://dev.mysql.com/doc/workbench/en/workbench-faq.html
FAQ Categories Basic Usage MySQL Workbench Functionality Data Management General Basic Usage A.1. What is a MySQL connection? Why might I need to create more than one? A.2. How do I create a MySQL database (schema) in MySQL Workbench? A.4. Is there ...
https://dev.mysql.com/doc/internals/en/binlog-row-image.html
Status of this subsection: finished, not reviewed, not fully implemented 2009-10-21 The sets of columns recorded in the BI and AI are determined by the value of binlog_row_image. To specify the sets of columns, we define the PKE (for Primary Key ...