cleaning code for pull
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@@ -160,7 +160,10 @@ rag = LightRAG(
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<summary> Using Neo4J for Storage </summary>
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* For production level scenarios you will most likely want to leverage an enterprise solution
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for KG storage.
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* for KG storage. Running Neo4J in Docker is recommended for seamless local testing.
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* See: https://hub.docker.com/_/neo4j
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```python
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export NEO4J_URI="neo4j://localhost:7687"
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export NEO4J_USERNAME="neo4j"
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