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performing/laravel-meilisearch-rag
==================================

Meilisearch backed RAG indexing for Laravel applications.

1.0.1(today)011↑2627.3%MITPHPPHP ^8.5

Since Jul 1Pushed todayCompare

[ Source](https://github.com/performingdigital/laravel-meilisearch-rag)[ Packagist](https://packagist.org/packages/performing/laravel-meilisearch-rag)[ RSS](/packages/performing-laravel-meilisearch-rag/feed)WikiDiscussions main Synced today

READMEChangelog (2)Dependencies (9)Versions (3)Used By (0)

Laravel Meilisearch RAG
=======================

[](#laravel-meilisearch-rag)

Meilisearch-backed RAG indexing for Laravel applications.

The package stores knowledge documents with `plank/laravel-mediable`, chunks extracted text, generates embeddings with `laravel/ai`, and indexes chunks into Meilisearch using user-provided vectors.

Installation
------------

[](#installation)

```
composer require performing/laravel-meilisearch-rag
```

For local path development, add the repository to the host app:

```
{
    "repositories": [
        {
            "type": "path",
            "url": "packages/laravel-meilisearch-rag"
        }
    ],
    "require": {
        "performing/laravel-meilisearch-rag": "*"
    }
}
```

Then run:

```
composer update performing/laravel-meilisearch-rag --with-dependencies
```

Configuration
-------------

[](#configuration)

Publish the config when you need to override defaults:

```
php artisan vendor:publish --tag=meilisearch-rag-config
```

Available environment variables:

```
MEILISEARCH_HOST=http://127.0.0.1:7700
MEILISEARCH_KEY=
KNOWLEDGE_MEILISEARCH_INDEX=knowledge_chunks
KNOWLEDGE_MEILISEARCH_EMBEDDER=default
KNOWLEDGE_EMBEDDING_PROVIDER=openrouter
KNOWLEDGE_EMBEDDING_MODEL=text-embedding-3-small
KNOWLEDGE_EMBEDDING_DIMENSIONS=1536
KNOWLEDGE_CHUNK_SIZE=1200
KNOWLEDGE_CHUNK_OVERLAP=200
KNOWLEDGE_SEARCH_LIMIT=6
```

The Meilisearch embedder is configured as `userProvided`, so Laravel generates embeddings and Meilisearch stores/searches the vectors.

Migrations
----------

[](#migrations)

Publish the package migrations:

```
php artisan vendor:publish --tag=meilisearch-rag-migrations
php artisan migrate
```

The package expects Plank Mediable migrations to be installed in the host application.

Usage
-----

[](#usage)

Initialize the configured knowledge index during deploy:

```
php artisan meilisearch-rag:ensure-index
```

Initialize only the embedder on another Meilisearch index:

```
php artisan meilisearch-rag:ensure-index task_memory
```

Override embedder settings when needed:

```
php artisan meilisearch-rag:ensure-index task_memory --embedder=default --dimensions=1536
```

Store typed text through the command bus:

```
use Performing\MeilisearchRag\Commands\KnowledgeTextStoreCommand;

command(KnowledgeTextStoreCommand::from([
    'title' => 'Shipping policy',
    'content' => 'Long-form knowledge content...',
]));
```

Search indexed chunks:

```
use Performing\MeilisearchRag\Support\KnowledgeEmbeddings;
use Performing\MeilisearchRag\Support\KnowledgeMeilisearch;

$embedding = app(KnowledgeEmbeddings::class)->embed('How long does shipping take?');
$chunks = app(KnowledgeMeilisearch::class)->search('How long does shipping take?', $embedding);
```

Available package commands:

- `KnowledgeTextStoreCommand`
- `KnowledgeDocumentStoreCommand`
- `KnowledgeDocumentUpdateCommand`
- `KnowledgeDocumentReindexCommand`
- `KnowledgeDocumentDeleteCommand`

Handlers are registered by the package service provider.

Model
-----

[](#model)

The package model is:

```
Performing\MeilisearchRag\Models\KnowledgeDocument
```

If the host app uses Mediable morph maps, map the document type to this class.

###  Health Score

44

—

FairBetter than 90% of packages

Maintenance100

Actively maintained with recent releases

Popularity7

Limited adoption so far

Community6

Small or concentrated contributor base

Maturity52

Maturing project, gaining track record

 Bus Factor1

Top contributor holds 100% of commits — single point of failure

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 ~0 days

Total

2

Last Release

0d ago

### Community

Maintainers

![](https://avatars.githubusercontent.com/u/28866565?v=4)[Giorgio Pogliani](/maintainers/giorgiopogliani)[@giorgiopogliani](https://github.com/giorgiopogliani)

---

Top Contributors

[![giorgiopogliani](https://avatars.githubusercontent.com/u/28866565?v=4)](https://github.com/giorgiopogliani "giorgiopogliani (3 commits)")

### Embed Badge

![Health badge](/badges/performing-laravel-meilisearch-rag/health.svg)

```
[![Health](https://phpackages.com/badges/performing-laravel-meilisearch-rag/health.svg)](https://phpackages.com/packages/performing-laravel-meilisearch-rag)
```

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