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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-genai-update-vector-store.html
To keep up with the changes and updates in the documents in your Object Storage, you must update the vector embeddings loaded in the vector store table on a regular basis. This ensures that the responses generated by MySQL HeatWave GenAI are ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-lakehouse-auto-loading-data-rp.html
Review the following examples to see the different ways to use resource principals and Auto Parallel Load to specify files when creating external tables. These examples use an input_list variable to set up the creation of the external table and the ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-lakehouse-auto-loading-data.html
After setting up an external table with the files to load into the table, you run HEATWAVE_LOAD command to automatically create the table and load the data. This topic contains the following sections: Before You Begin Load External Data Using ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-lakehouse-loading-data-manually.html
After creating an external table manaully and specifying the files to load into the table, you specify the SECONDARY_UNLOAD clause in an ALTER TABLE statement to load the data from the files into the table. This topic contains the following ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-lakehouse-loading-data-par.html
Review the following examples to see the different ways to use pre-authenticated requests (PAR) to specify files when creating external tables manually. Create the external tables that will ingest the loaded data by either using SQL syntax or JSON ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-lakehouse-loading-data-resource-principal.html
Review the following examples to see the different ways to use resource principals to specify files when creating external tables manually. This topic contains the following sections: Before You Begin Resource Principals Parameters Resource ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-classification-overview.html
This topic describes how to prepare the data to use for a classification machine learning model. The classification use-case is to approve or reject loan applications for clients based on their personal and socioeconomic status, assets, ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-preparing-a-recommendation-model.html
This topic describes how to prepare the data to use for a recommendation machine learning model using explicit feedback. To prepare the data for this use case, you set up a training dataset and a testing dataset. The training dataset has 86 ...
https://dev.mysql.com/doc/refman/8.4/en/alter-table-partition-operations.html
Partitioning-related clauses for ALTER TABLE can be used with partitioned tables for repartitioning, to add, drop, discard, import, merge, and split partitions, and to perform partitioning maintenance. Simply using a partition_options clause with ...