The Neo4j LLM Knowledge Graph Builder tool provides a user-friendly interface that simplifies uploading PDF files and other web sources and generating graphs using LLMs. It also offers a chat…

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The Neo4j LLM Knowledge Graph Builder offers a user-friendly interface to upload various data sources and generate graphs using LLMs. Built with React, styled-components, and Tailwind CSS, the application ensures seamless real-time data updates via SSEs. Users can easily connect to Neo4j, upload files, generate and visualize knowledge graphs, and interact through a chat interface. Key features include schema adjustments, node de-duplication, and post-processing jobs for refined graph management. The tool is designed for intuitive usability, handling large datasets efficiently, and providing explainable AI interactions.

LLM Knowledge Graph Builder Front-End Architecture and Integration