The Neo4j LLM Knowledge Graph Builder: An AI Tool that Creates Knowledge Graphs from Unstructured Data

Neo4j LLM Knowledge Graph Builder is an AI tool that transforms unstructured data into detailed knowledge graphs using advanced machine learning models like OpenAI, Gemini, and Llama3. It supports various data formats including PDFs, web pages, and video transcripts. The tool allows users to customize the extraction schema and offers advanced querying techniques such as GraphRAG. It can be deployed on Google Cloud Run or locally using Docker Compose and is integrated with the LangChain framework for enhanced data retrieval.