GraphGPT takes unstructured natural language input—movie synopses, Wikipedia passages, or video transcripts—and uses GPT-3 with few-shot prompting to extract entities and their relationships into a JSON structure. The extracted knowledge graph is then rendered as an interactive visualization using react-graph-vis. Users can iteratively update the graph with new information across queries.