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Example code of mindfulcoder49/mysql-vector-openai

Informations about the package mysql-vector-openai

Here's a README.md file that reflects the current functionality of your VectorTable class.

sql CREATE TABLE your_table_name_vectors ( id INT UNSIGNED AUTO_INCREMENT PRIMARY KEY, vector JSON, -- The original vector normalized_vector JSON, -- The normalized vector magnitude DOUBLE, -- The magnitude of the vector binary_code BLOB, -- Binary representation of the vector for efficient searching created TIMESTAMP DEFAULT CURRENT_TIMESTAMP ) ENGINE=InnoDB; sql CREATE FUNCTION COSIM(v1 JSON, v2 JSON) RETURNS FLOAT DETERMINISTIC BEGIN DECLARE sim FLOAT DEFAULT 0; DECLARE i INT DEFAULT 0; DECLARE len INT DEFAULT JSON_LENGTH(v1);

IF JSON_LENGTH(v1) != JSON_LENGTH(v2) THEN RETURN NULL; END IF;

WHILE i < len DO
    SET sim = sim + (JSON_EXTRACT(v1, CONCAT('$[', i, ']')) * JSON_EXTRACT(v2, CONCAT('$[', i, ']')));
    SET i = i + 1;
END WHILE;

RETURN sim;

END;

This README.md outlines the features, core functionalities, usage examples, and setup instructions for your VectorTable class. It reflects the current state of your code, including both cosine similarity and Hamming distance-based searches, and explains how to initialize, insert, search, and manage vectors in the MySQL database.

All versions of mysql-vector-openai with dependencies

PHP Build Version
Package Version
Requires php Version >=8.0
ext-mysqli Version *
bdelespierre/php-kmeans Version ^2.2
ext-mbstring Version *
ext-intl Version *
symfony/polyfill-intl-normalizer Version ^1.28
symfony/polyfill-mbstring Version ^1.28
ext-ctype Version *
symfony/polyfill-ctype Version ^1.28
ext-iconv Version *
symfony/polyfill-iconv Version ^1.28
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