PHPVector adapter for Neuron AI framework

This is the PHPVector adapter for the Neuron AI framework.

Install

composer require neuron-core/php-vector

Use in RAG

use NeuronAI\PHPVector\PHPVector;

class MyRAG extends RAG
{
    ...

    protected function vectorStore(): VectorStoreInterface
    {
        return new PHPVector(
            database: new VectorDatabase(path: '/var/data/mydb'),
            topK: 5
        );
    }
}

Use in Retrieval components

use NeuronAI\PHPVector\PHPVector;

class MyAgent extends Agent
{
    ...

    protected function tools(): array
    {
        return [
            RetrievalTool::make(
                new SimilarityRetrieval(
                    $this->vectorStore(),
                    $this->embeddings()
                )
            ),
        ];
    }

    protected function vectorStore(): VectorStoreInterface
    {
        return new PHPVector(
            database: new VectorDatabase(path: '/var/data/mydb'),
            topK: 5
        );
    }

    protected function embeddings(): EmbeddingsProviderInterface
    {
        return new OllamaEmbeddingsProvider(
            model: 'OLLAMA_EMBEDDINGS_MODEL'
        );
    }
}

Official documentation

Go to the official documentation