README

This package provides a complete Retrieval-Augmented Generation (RAG) system for Laravel (12+) using PostgreSQL + pgvector, PrismPHP, and Spatie Laravel Data.

Installation

Require the package

composer require akira/laravel-rag

Preferred: use the installer

php artisan rag:install

Non-interactive (CI/scripts):

php artisan rag:install \
  --force \
  --with-tenancy \
  --run-migrate \
  --star

Alternative: manual setup

php artisan vendor:publish --tag="laravel-rag-config"
php artisan vendor:publish --tag="laravel-rag-migrations"

Run migrations

php artisan migrate

Quick Start

use Akira\\Rag\\Facades\\Rag;

Rag::ingest([
    'title' => 'Labor Law',
    'source_type' => 'law',
    'source_ref' => 'law:2021:123',
    'content' => $text,
    'meta' => ['lang' => 'en'],
]);

$answer = Rag::ask('What are the notice periods?');

Documentation

For detailed documentation, please visit the package documentation website: https://packages.akira-io.com/packages/laravel-rag

CLI Commands

Commands support interactive prompts and non-interactive flags.

Changelog

Please see CHANGELOG for more information on what has changed recently.

Contributing

Please see CONTRIBUTING for details.

Security Vulnerabilities

Please review our security policy on how to report security vulnerabilities.

Credits

License

The MIT License (MIT). Please see License File for more information.

akira / laravel-rag

Maintainers

Details