varunshenoy/GraphGPT

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

4426 stars · 397 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

GraphGPT is a web application that converts unstructured natural language text into a knowledge graph using GPT-3, visualizing entities and their relationships. Successive queries can update the existing graph state or create entirely new structures.

Use cases

• extract a knowledge graph from a movie synopsis
• visualize entities and relationships from a wikipedia passage
• build a graph from a video transcript
• incrementally update a knowledge graph with new text
• explore how GPT-3 structures unstructured text

When to choose

• you want a quick visual demo of LLM-based entity/relation extraction
• you need a lightweight tool to turn prose into an interactive graph
• you want to study few-shot prompt design for structured JSON output

When to avoid

• you need production-grade knowledge graph extraction with low latency
• you want a maintained library to embed in your own project (the author recommends GPT Index/LlamaIndex instead)
• you cannot rely on the OpenAI API or don't have an API key

Facets

application · maturity experimental

nlp llm-inference data-visualization rag artificial-intelligence large-language-models data-visualization knowledge-graph gpt-3 openai graph-visualization toy-project natural-language-processing web nodejs javascript

Member repositories

For agents

markdown · JSON · MCP: product_card(name="varunshenoy/GraphGPT")