PHP code example of neuron-core / raptor-retrieval

1. Go to this page and download the library: Download neuron-core/raptor-retrieval library. Choose the download type require.

2. Extract the ZIP file and open the index.php.

3. Add this code to the index.php. 
    
        
<?php
require_once('vendor/autoload.php');

/* Start to develop here. Best regards https://php-download.com/ */

neuron-core / raptor-retrieval example snippets


use NeuronAI\RAG\Retrieval\RetrievalInterface;
use NeuronCore\RaptorRetrieval\RaptorRetrieval;

class WorkoutTipsAgent extends RAG
{
    protected function retrieval(): RetrievalInterface
    {
        return new RaptorRetrieval(
            $this->resolveVectorStore(),
            $this->resolveEmbeddingsProvider(),
            $this->resolveProvider(), // Used for summarization
        );
    }

    protected function embeddings(): EmbeddingsProviderInterface
    {
        return new ...
    }

    protected function vectorStore(): VectorStoreInterface
    {
        return new ...
    }
}


use NeuronAI\RAG\Retrieval\RetrievalInterface;
use NeuronCore\RaptorRetrieval\RaptorRetrieval;
use NeuronCore\RaptorRetrieval\Clustering\SimilarityClustering;

class WorkoutTipsAgent extends RAG
{
    protected function retrieval(): RetrievalInterface
    {
        return new RaptorRetrieval(
            $this->resolveVectorStore(),
            $this->resolveEmbeddingsProvider(),
            $this->resolveProvider(), // Used for summarization
            new SimilarityClustering()
        );
    }

    protected function embeddings(): EmbeddingsProviderInterface
    {
        return new ...
    }

    protected function vectorStore(): VectorStoreInterface
    {
        return new ...
    }
}


use NeuronAI\RAG\Retrieval\RetrievalInterface;
use NeuronCore\RaptorRetrieval\RaptorRetrieval;
use NeuronCore\RaptorRetrieval\Clustering\GaussianMixtureClustering;

class WorkoutTipsAgent extends RAG
{
    protected function retrieval(): RetrievalInterface
    {
        return new RaptorRetrieval(
            $this->resolveVectorStore(),
            $this->resolveEmbeddingsProvider(),
            $this->resolveProvider(), // Used for summarization
            new GaussianMixtureClustering()
        );
    }

    protected function embeddings(): EmbeddingsProviderInterface
    {
        return new ...
    }

    protected function vectorStore(): VectorStoreInterface
    {
        return new ...
    }
}