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README.md

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-Edit this `README.md` markdown file to author your organization card.
+# 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://graphr.ag)
+* [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)