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[API Development](/categories/api) 4. / 5. vormkracht10/laravel-embeddings Abandoned → [ux-nl/laravel-embeddings](/?search=ux-nl%2Flaravel-embeddings)Library[API Development](/categories/api) vormkracht10/laravel-embeddings =============================== Create embeddings for your Eloquent models to use with OpenAI v0.2.0(1mo ago)82.3k↓57.1%1[4 PRs](https://github.com/ux-nl/laravel-embeddings/pulls)MITPHPPHP ^8.2CI passing Since May 15Pushed 1mo ago2 watchersCompare [ Source](https://github.com/ux-nl/laravel-embeddings)[ Packagist](https://packagist.org/packages/vormkracht10/laravel-embeddings)[ Docs](https://github.com/ux-nl/laravel-embeddings)[ GitHub Sponsors](https://github.com/ux-nl)[ RSS](/packages/vormkracht10-laravel-embeddings/feed)WikiDiscussions main Synced 2w ago READMEChangelog (3)Dependencies (33)Versions (11)Used By (0) Create embeddings for your Eloquent models to use with OpenAI ============================================================= [](#create-embeddings-for-your-eloquent-models-to-use-with-openai) [![Latest Version on Packagist](https://camo.githubusercontent.com/4d4112e7d4f1d4cbe18d869af602c5ca7431b3fa63a5bee1526d456c9165c33c/68747470733a2f2f696d672e736869656c64732e696f2f7061636b61676973742f762f75782d6e6c2f6c61726176656c2d656d62656464696e67732e7376673f7374796c653d666c61742d737175617265)](https://packagist.org/packages/ux-nl/laravel-embeddings)[![GitHub Tests Action Status](https://camo.githubusercontent.com/a12e5f8926d896e918d2cb8fefb389286b6ca31a8ac7de92e9b572bb453e3adf/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f616374696f6e732f776f726b666c6f772f7374617475732f75782d6e6c2f6c61726176656c2d656d62656464696e67732f72756e2d74657374732e796d6c3f6272616e63683d6d61696e266c6162656c3d7465737473267374796c653d666c61742d737175617265)](https://github.com/ux-nl/laravel-embeddings/actions?query=workflow%3Arun-tests+branch%3Amain)[![GitHub Code Style Action Status](https://camo.githubusercontent.com/e2de1f55afb366a092ac292109151a45845222ee1e9526b0b512e397319b750c/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f616374696f6e732f776f726b666c6f772f7374617475732f75782d6e6c2f6c61726176656c2d656d62656464696e67732f6669782d7068702d636f64652d7374796c652d6973737565732e796d6c3f6272616e63683d6d61696e266c6162656c3d636f64652532307374796c65267374796c653d666c61742d737175617265)](https://github.com/ux-nl/laravel-embeddings/actions?query=workflow%3A%22Fix+PHP+code+style+issues%22+branch%3Amain)[![Total Downloads](https://camo.githubusercontent.com/e67ceda18d497b0971054f7e4d604e91c0a4ba1d184a95153e39ab9c4b49b443/68747470733a2f2f696d672e736869656c64732e696f2f7061636b61676973742f64742f75782d6e6c2f6c61726176656c2d656d62656464696e67732e7376673f7374796c653d666c61742d737175617265)](https://packagist.org/packages/ux-nl/laravel-embeddings) OpenAI's text embeddings measure the relatedness of text strings. Using this package you can save embeddings automatically for your Eloquent model in a PostgreSQL vector database. To use the embeddings in your AI requests to the OpenAI API endpoints. Installation ------------ [](#installation) You can install the package via composer: ``` composer require ux-nl/laravel-embeddings ``` You can publish and run the migrations with: ``` php artisan vendor:publish --tag="laravel-embeddings-migrations" php artisan migrate ``` You can publish the config file with: ``` php artisan vendor:publish --tag="laravel-embeddings-config" ``` This is the contents of the published config file: ``` return [ 'enabled' => env('EMBEDDINGS_ENABLED', true), 'driver' => env('EMBEDDINGS_DRIVER', 'null'), // 'null' / 'openai' 'queue' => true, 'database' => [ 'connection' => env('EMBEDDINGS_DATABASE_CONNECTION', 'pgsql'), 'table' => env('EMBEDDINGS_DB_TABLE', 'embeddings'), ], 'openai' => [ 'key' => env('OPENAI_API_KEY'), 'model' => env('OPENAI_EMBEDDING_MODEL', 'text-embedding-ada-002') ], /* |-------------------------------------------------------------------------- | Chunk Sizes |-------------------------------------------------------------------------- | | These options allow you to control the maximum chunk size when you are | mass importing data into the embed engine. This allows you to fine | tune each of these chunk sizes based on the power of the servers. | */ 'chunk' => [ 'embeddable' => 500, 'unembeddable' => 500, ], ]; ``` Fill in the following env variables ``` EMBEDDINGS_DRIVER=openai OPENAI_API_KEY= ``` Usage ----- [](#usage) ``` // Add the Embeddable trait to your Model(s). class MyModel { use Embeddable { \Laravel\Scout\Searchable::usesSoftDelete insteadof \UX\Embedding\Embeddable; } } // You can override the embeddable content class MyModel { // ... public function toEmbeddableString() { return strip_tags(implode(', ', $this->toArray())); } } ``` Testing ------- [](#testing) ``` composer test ``` Changelog --------- [](#changelog) Please see [CHANGELOG](CHANGELOG.md) for more information on what has changed recently. Contributing ------------ [](#contributing) Please see [CONTRIBUTING](CONTRIBUTING.md) for details. Security Vulnerabilities ------------------------ [](#security-vulnerabilities) Please review [our security policy](../../security/policy) on how to report security vulnerabilities. Credits ------- [](#credits) - [UX](https://github.com/ux-nl) - [All Contributors](../../contributors) License ------- [](#license) The MIT License (MIT). Please see [License File](LICENSE.md) for more information. ### Health Score 48 — FairBetter than 94% of packages Maintenance92 Actively maintained with recent releases Popularity27 Limited adoption so far Community15 Small or concentrated contributor base Maturity50 Maturing project, gaining track record Bus Factor2 2 contributors hold 50%+ of commits How is this calculated?**Maintenance (25%)** — Last commit recency, latest release date, and issue-to-star ratio. Uses a 2-year decay window. **Popularity (30%)** — Total and monthly downloads, GitHub stars, and forks. Logarithmic scaling prevents top-heavy scores. **Community (15%)** — Contributors, dependents, forks, watchers, and maintainers. Measures real ecosystem engagement. **Maturity (30%)** — Project age, version count, PHP version support, and release stability. ### Release Activity Cadence Every ~131 days Recently: every ~191 days Total 7 Last Release 41d ago PHP version history (2 changes)v0.0.1PHP ^8.1 v0.1.0PHP ^8.2 ### Community Maintainers ![](https://www.gravatar.com/avatar/7c6a425dc8645907a118a007438172d58c2016773f54ab3a834beff172632f13?d=identicon)[ux](/maintainers/ux) --- Top Contributors [![Casmo](https://avatars.githubusercontent.com/u/385764?v=4)](https://github.com/Casmo "Casmo (39 commits)")[![markvaneijk](https://avatars.githubusercontent.com/u/1925388?v=4)](https://github.com/markvaneijk "markvaneijk (28 commits)")[![dependabot[bot]](https://avatars.githubusercontent.com/in/29110?v=4)](https://github.com/dependabot[bot] "dependabot[bot] (4 commits)")[![github-actions[bot]](https://avatars.githubusercontent.com/in/15368?v=4)](https://github.com/github-actions[bot] "github-actions[bot] (4 commits)")[![Baspa](https://avatars.githubusercontent.com/u/10845460?v=4)](https://github.com/Baspa "Baspa (3 commits)")[![Ynitial](https://avatars.githubusercontent.com/u/35238373?v=4)](https://github.com/Ynitial "Ynitial (1 commits)") --- Tags aiapichatgptembeddingsgptlaravelopenaiphpvector-databaselaravelux-nl ### Code Quality TestsPest Static AnalysisPHPStan Code StyleLaravel Pint ### Embed Badge ![Health badge](/badges/vormkracht10-laravel-embeddings/health.svg) ``` [![Health](https://phpackages.com/badges/vormkracht10-laravel-embeddings/health.svg)](https://phpackages.com/packages/vormkracht10-laravel-embeddings) ``` ### Alternatives [dedoc/scramble Automatic generation of API documentation for Laravel applications. 2.2k12.6M141](/packages/dedoc-scramble)[defstudio/telegraph A laravel facade to interact with Telegram Bots 818355.4k3](/packages/defstudio-telegraph)[backstage/mails View logged mails and events in a beautiful Filament UI. 16429.7k](/packages/backstage-mails)[simplestats-io/laravel-client Server-side analytics for Laravel that follows the full funnel from visit to registration to payment, attributed to the channel that drove it. 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