PHP code example of thakladd / vector-lite

    
        
<?php
require_once('vendor/autoload.php');

/* Start to develop here. Best regards https://php-download.com/ */

    

thakladd / vector-lite example snippets

$movie = Movie::find(123);
$similarMovies = $movie->getBestVectorMatches(3);

'providers' => [
    // ...
    ThaKladd\VectorLite\VectorLiteServiceProvider::class,
],

return [
    'similarity_alias' => 'similarity',
    'vector_column' => 'vector',
    'embed_hash_column' => 'embed_hash',
    'openai' => [
        'api_key' => env('OPENAI_API_KEY'),
    ],
    'default_dimensions' => 1536,
    'use_clustering_dimensions' => true,
    'reduction_method' => \ThaKladd\VectorLite\Enums\ReduceBy::RPM,
    'clustering_dimensions' => 64,
    'clusters_size' => 500,
    'use_cached_cosim' => true,
    'cache_driver' => env('CACHE_DRIVER', false),
    'cache_time' => 60 * 60 * 24,
    'exclude_self_by_default' => false,
];

class MyModel extends VectorModel {}

$modelQuery = YourModel::query();
$modelQuery->filterByClosestClusters(3);
$modelQuery->getBestClustersByVector($vector, 3);
$modelQuery->findBestClustersByVector($vector);
$modelQuery->selectSimilarity($vector);
$modelQuery->findBestByVector($vector);
$modelQuery->searchBestByVector($vector, 3);
$modelQuery->whereVector($vector, '>=', 0.8);
$modelQuery->whereVectorBetween($vector, 0.5, 0.9);
$modelQuery->havingSimilarity($vector, '>=', 0.8);
$modelQuery->orderBySimilarity($vector, 'desc');
$modelQuery->withoutModels([$vector, $vector2]);
$modelQuery->

$model = YourModel::find(1);
$model->getBestVectorMatches(3);
$model->findBestVectorMatch();
$model->getBestClusters(3);
$model->findBestCluster();

$all = YourModel::all();
$all->searchBestByVector($vector, 3);
$all->sortBySimilarityToVector($vector, 'asc');
$all->filterAboveSimilarityThreshold($vector, 0.5);
$all->pluckSimilarities($vector);
$all->withSimilarities($vector);
$all->findBestByVector($vector);

$model = YourModel::find(1);
$cluster = $model->cluster;
$models = $cluster->models;

use ThaKladd\VectorLite\VectorLite;