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A FastAPI + LangChain + Neo4j-based system for extracting and visualizing structured knowledge from documents.

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NeoGraphify processes unstructured documents (e.g., PDFs) using LLM pipelines via LangChain, extracts entities and relationships, and stores them in a Neo4j knowledge graph. It includes a simple frontend to upload documents and visualize the generated graph via the Neo4j Browser.

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A FastAPI + LangChain + Neo4j-based system for extracting and visualizing structured knowledge from documents.

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