{"id":37006060,"url":"https://github.com/neuron-core/graph-retrieval","last_synced_at":"2026-01-14T00:41:46.976Z","repository":{"id":329441674,"uuid":"1119625867","full_name":"neuron-core/graph-retrieval","owner":"neuron-core","description":"Neuron AI retrieval component augmented with structured information from a knowledge graph 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AI PHP framework](https://docs.neuron-ai.dev).\n\n## Requirements\n\n- PHP: ^8.1\n- Neuron: ^3.0\n\n## Installation\n\nInstall the latest version of the package:\n\n```\ncomposer require neuron-core/graph-retrieval\n```\n\n## How to use GraphRetrieval in your agent\n\nReturn an instance of `GraphRetrieval` from the RAG method `retrieval()`:\n\n```php\nuse NeuronAI\\RAG\\RAG;\nuse NeuronAI\\RAG\\Retrieval\\RetrievalInterface;\nuse NeuronAI\\RAG\\GraphStore\\Neo4jGraphStore;\nuse NeuronCore\\GraphRetrieval\\GraphRetrieval;\n\nclass GraphRAGAgent extends RAG\n{\n    protected function retrieval(): RetrievalInterface\n    {\n        return new GraphRetrieval(\n            $this-\u003eresolveVectorStore(),\n            $this-\u003eresolveEmbeddingsProvider(),\n            $this-\u003eresolveProvider(),\n            new Neo4jGraphStore()\n        );\n    }\n\n    protected function embeddings(): EmbeddingsProviderInterface\n    {\n        return new ...\n    }\n\n    protected function vectorStore(): VectorStoreInterface\n    {\n        return new ...\n    }\n}\n```\n\n## What is Neuron?\n\nNeuron is a PHP framework for creating and orchestrating AI Agents. It allows you to integrate AI entities in your existing\nPHP applications with a powerful and flexible architecture. We provide tools for the entire agentic application development lifecycle, from LLM interfaces, to data loading, to multi-agent orchestration, to monitoring and debugging.\n\nIn addition, we provide tutorials and other educational content to help you get started using AI Agents in your projects.\n\n**[Go to the official documentation](https://neuron.inspector.dev/)**\n\n[**Video Tutorial**](https://www.youtube.com/watch?v=oSA1bP_j41w)\n\n[![Neuron \u0026 Inspector](./docs/youtube.png)](https://www.youtube.com/watch?v=oSA1bP_j41w)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneuron-core%2Fgraph-retrieval","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fneuron-core%2Fgraph-retrieval","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneuron-core%2Fgraph-retrieval/lists"}