Neo4j Open Source Graph Database

Knowledge graphs are the perfect companion providing memory and context to the language skills of LLMs

• Generative AI with Neo4j
• Deeplearning AI Knowledge Graph Course
• Neo4j Generative AI Integrations, Tools, Demos

GraphRAG

Advanced RAG Retrievers that use graph data structures to provide relevant and

• GraphRAG Manifesto
• GraphRAG retriever in neo4j-graphrag
• GraphRAG Patterns
• GraphRAG articles

Text2Cypher Graph Query Generation

Use a graph schema and user question to generate Knowledge Graph Query for Retrieval

• Datasets on HF (https://huggingface.co/neo4j)
• Finetuned Models on HF (Gemma2-9b, Llama31-8b)

Knowledge Graph Construction

Construct Knowledge Graphs from unstructured Text using LLMs

• LLM Graph Builder
• KG Construction in neo4j-graphrag