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https://dev.mysql.com/doc/mysql-shell/9.4/en/mysql-shell-utilities.html
importTable() A parallel table import utility that splits up a single data file and uses multiple threads to load the chunks into a MySQL table. loadDump() A dump loading utility that can import data dumped using MySQL Shell's Instance, Schema, and ...To access the utilities from within MySQL Shell, use the util global object, which is available in JavaScript and Python modes, but not SQL ...
https://dev.mysql.com/doc/mysql-ai/9.4/en/mys-ai-aml-classification-overview.html
mysql> CREATE DATABASE classification_data; mysql> USE classification_data; Create the table to insert the sample data into. This topic describes how to prepare the data to use for a classification machine learning model. The classification ...
https://dev.mysql.com/doc/mysql-ai/9.4/en/mys-ai-aml-preparing-a-recommendation-model.html
mysql> CREATE DATABASE recommendation_data; mysql> USE recommendation_data; Create the table to insert the sample data into. mysql> CREATE TABLE training_dataset ( user_id VARCHAR(3), item_id VARCHAR(3), rating DECIMAL(3, 1), PRIMARY KEY (user_id, ... This topic describes how to prepare the data to use for a recommendation machine learning model using explicit ...
https://dev.mysql.com/doc/mysql-ai/9.4/en/mys-ai-aml-regression-prepare.html
mysql> CREATE DATABASE regression_data; mysql> USE regression_data; Create the table to insert the sample data into. mysql> CREATE TABLE house_price_training ( id INT PRIMARY KEY, house_size INT, address TEXT, state TEXT, price INT ); Insert the ...
https://dev.mysql.com/doc/mysql-ai/9.4/en/mys-ai-bulk-load-mysql-server.html
MySQL includes a bulk load extension to the LOAD DATA statement. It can do the following: Optimize the loading of data sorted by primary key. Use a second session to monitor bulk load progress: If the data is sorted, there is a single stage: ...
https://dev.mysql.com/doc/mysql-ai/9.4/en/mys-ai-genai-generate-embeddings.html
For example: mysql> SELECT sys.ML_EMBED_ROW(@text, JSON_OBJECT("model_id", "all_minilm_l12_v2")) into @text_embedding; The routine returns a VECTOR, and this command stores it in the @text_embedding variable. This section describes how to generate ...
https://dev.mysql.com/doc/mysql-ai/9.4/en/mys-ai-genai-run-chat.html
In this topic, the HEATWAVE_CHAT routine uses the vector store table demo_embeddings created in the section Ingesting Files into a Vector Store for context retrieval. While I couldn't find specific information on the exact algorithms used by ...
https://dev.mysql.com/doc/mysql-ai/9.4/en/mys-ai-genai-vector-store-overview.html
About Vector Processing To create vector embeddings, GenAI uses in-database embedding models, which are encoders that converts sequence of words and sentences from documents into numerical representations. The text extracted from images is converted ... This section describes the Vector Store functionality available with ...
https://dev.mysql.com/doc/mysql-ai/9.4/en/mys-mysqlai-vector-store-load.html
The VECTOR_STORE_LOAD routine generates vector embedding for the specified files or folders that are , and loads the embeddings into a new vector store table. language: specifies the text content language used in the files to be ingested into the ...This topic contains the following sections: VECTOR_STORE_LOAD Syntax Syntax Examples See Also To learn about the privileges you need to run this routine, see Section 5.3, “Required Privileges for using ...
https://dev.mysql.com/doc/workbench/en/wb-migration-database-access.html
Review the Proposed Migration At this point, the migration wizard converts the selected objects into their equivalent objects into the target MySQL server, and it also generates the MySQL code needed to create them. Transfer the Data to the MySQL ...