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Example code of akira/laravel-rag

Informations about the package laravel-rag

Akira RAG for Laravel

Latest Version on Packagist Total Downloads

A production-ready Retrieval-Augmented Generation (RAG) system for Laravel 12+ with PostgreSQL + pgvector. Built with clean architecture, type safety, and deterministic behavior.

Features

Requirements

Installation

Quick Install (Recommended)

The installer will guide you through:

Non-Interactive Install

Perfect for CI/CD pipelines:

Manual Install

PostgreSQL Setup

Ensure pgvector extension is available:

Quick Start

Basic Usage

Advanced Usage

Using Data Transfer Objects

CLI Commands

Interactive Commands

All commands support rich interactive prompts:

Non-Interactive Mode

Perfect for automation:

Configuration

The config/rag.php file provides extensive configuration options:

Multi-Tenancy

Setup

  1. Enable tenancy in config:

  2. Create a tenant resolver:

Usage

Once configured, all operations are automatically scoped to the current tenant:

Exception Handling

The package provides specific exceptions for different scenarios:

Available Exceptions

See Exception Documentation for complete details.

Testing

Writing Tests

Architecture

Documentation

For detailed documentation, visit:

Changelog

Please see CHANGELOG for recent changes.

Contributing

Please see CONTRIBUTING for details.

Security

If you discover any security vulnerabilities, please review our security policy.

Credits

License

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

All versions of laravel-rag with dependencies

PHP Build Version
Package Version
Requires php Version ^8.4
illuminate/contracts Version ^12.0
spatie/laravel-package-tools Version ^1.16
spatie/laravel-data Version ^4.6
ext-zlib Version *
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