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@@ -17,4 +17,3 @@ partition: qdrant
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| [Build a Text/Image Multimodal Search System with Qdrant and FastEmbed](/documentation/advanced-tutorials/multimodal-search-fastembed/) |
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| [Navigate Your Codebase with Semantic Search and Qdrant](/documentation/advanced-tutorials/code-search/) |
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| [Ensure optimal large-scale PDF Retrieval with Qdrant and ColPali/ColQwen](/documentation/advanced-tutorials/pdf-retrieval-at-scale/) |
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| [Build a GraphRAG Agent with Neo4J and Qdrant](/documentation/advanced-tutorials/graphrag-qdrant-neo4j/) |
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---
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title: GraphRAG with Qdrant and Neo4j
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aliases:
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- /documentation/advanced-tutorials/graphrag-qdrant-neo4j/
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short_description: "Integrating Qdrant and Neo4j for Graph Retrieval-Augmented Generation (GraphRAG) with structured and unstructured data."
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description: "A step-by-step guide on implementing GraphRAG with Qdrant and Neo4j, combining vector search with knowledge graphs for enhanced retrieval."
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weight: 5
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