| | --- |
| | title: README |
| | emoji: 🕸️ |
| | colorFrom: purple |
| | colorTo: gray |
| | sdk: static |
| | pinned: false |
| | --- |
| | |
| | # 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](https://neo4j.com/generativeai/) |
| | * [Deeplearning AI Knowledge Graph Course](https://dev.neo4j.com/dlai-kg) |
| | * [Neo4j Generative AI Integrations, Tools, Demos](https://neo4j.com/labs/genai-ecosystem) |
| |
|
| | ## GraphRAG |
| |
|
| | Advanced RAG Retrievers that use graph data structures to provide relevant and |
| |
|
| | * [GraphRAG Manifesto](https://neo4j.com/blog/graphrag-manifesto/) |
| | * [GraphRAG retriever in neo4j-graphrag](https://neo4j.com/docs/neo4j-graphrag-python/current/user_guide_rag.html) |
| | * [GraphRAG Patterns](https://graphrag.com) |
| | * [GraphRAG articles](https://neo4j.com/developer-blog/tagged/graphrag/) |
| |
|
| | ## 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](https://neo4j.com/labs/genai-ecosystem/llm-graph-builder) |
| | * [KG Construction in neo4j-graphrag](https://neo4j.com/docs/neo4j-graphrag-python/current/user_guide_kg_builder.html) |
