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https://dev.mysql.com/doc/heatwave/en/index.html
It covers how to load data from the DB System and Object Storage, accelerate query processing, optimize workloads, and use the machine learning and generative AI features of MySQL HeatWave. For information about creating and managing a MySQL ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-advisor-auto-indexing.html
Autopilot Indexing can generate secondary index recommendations that optimize the overall workload performance. Autopilot Indexing generates recommendations to add and drop indexes and also includes: An estimate of the overall workload performance ... Autopilot Indexing obtains workloads from the statement digest history stored in the Performance Schema, evaluates them, and identifies potential indexes that can help improve workload ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-advisor-report-table.html
From MySQL version 8.0.32 onwards, the heatwave_advisor_report table, is deprecated and replaced with the heatwave_autopilot_report table in the sys schema. When MySQL runs Advisor, it sends detailed output to the heatwave_advisor_report table in ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-auto-unload-syntax.html
This adds an include list to exactly specify the tables to unload, which eliminates the need to include a database and exclude unnecessary tables. mysql> CALL sys.HEATWAVE_UNLOAD_all ([options]); options: { JSON_OBJECT("key","value"[,"key","value"] ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-genai-heatwave-chat.html
It extends the text generation by using a chat history that lets you ask follow-up questions, and uses the vector search functionality to draw its knowledge from the inbuilt vector store. The responses generated by MySQL HeatWave Chat are quick and ... You can use MySQL HeatWave Chat to simulate human-like conversations where you can get responses for multiple queries in the same ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-genai-requirements.html
If you want to use the OCI Generative AI Service with MySQL HeatWave GenAI, you need to enable the DB System to access OCI services. For more information, see Section 7.5, “Authenticate OCI Generative AI Service”. To use MySQL HeatWave GenAI, ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-ease-of-use.html
You can use a model created by ML_TRAIN with other MySQL HeatWave AutoML routines to generate predictions and explanations. For example, the following call to the ML_PREDICT_TABLE routine generates predictions for a table of input data: CALL ...With ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-recommendation-model-types.html
The recommendation models then use the feedback to generate predicted ratings for users and items. You can create recommendation models based on either explicit or implicit feedback. See Recommendation Models to review models that support either ...
https://dev.mysql.com/doc/relnotes/heatwave/en/news-9-2-0.html
This update introduces batch processing functionality to the LLM class and API convenience methods (see Convenience Methods), allowing for more efficient embedding, text-based content generation, and Retrieval Augmented Generation (RAG). Note These ...
https://dev.mysql.com/doc/relnotes/heatwave/en/news-9-4-2.html
MySQL HeatWave GenAI MySQL HeatWave MySQL HeatWave GenAI Document ingestion using Auto Parallel Load now supports enhanced document parsing for PDF files using OCI Generative AI Service Vision Language Models (VLMs) that are now available in MySQL ... These release notes were created with the assistance of MySQL HeatWave ...