Agentic GraphRag
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Neo4j & Knowledge Graphs

Graph database integration, Cypher queries, and KG construction

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All (44)Fundamentals2Architecture & Patterns2Best Practices6Research Papers10Repositories & Tools7PostgreSQL & pgvector5Neo4j & Knowledge Graphs6Evaluation & Benchmarks2Enterprise Use Cases3Alternatives & Ecosystem1

Complete GraphRAG Implementation Guide with Neo4j and LangChain

Step-by-step implementation guide for building a GraphRAG system.

tutorialBrian James Curry(2026)
implementationneo4jlangchain

Text2Cypher: Natural Language to Graph Queries

How Text2Cypher enables natural language querying of knowledge graphs.

articleNeo4j / LangChain(2025)
text2cyphernatural-languagecypher

Community Detection with Neo4j GDS and Leiden Algorithm

How to implement hierarchical community detection using Neo4j GDS and the Leiden algorithm.

tutorialNeo4j GDS Documentation(2024)
community-detectionleidengds

Neo4j Deployment Options for GraphRAG

Comparison of Neo4j deployment options for GraphRAG applications.

documentationNeo4j Documentation(2024)
deploymentneo4jaura

Neo4j GDS Algorithms for GraphRAG

Key Graph Data Science algorithms useful for GraphRAG.

documentationNeo4j Documentation(2024)
gdsalgorithmscentrality

Neo4j GraphRAG Integration Patterns

Complete guide to building GraphRAG systems with Neo4j.

documentationNeo4j Documentation(2024)
neo4jcypherknowledge-graph