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A newer version of the Gradio SDK is available: 6.20.0

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metadata 
title: Concept Knowledge Graph Builder
emoji: 🕸️
colorFrom: indigo
colorTo: purple
sdk: gradio
python_version: '3.10'
app_file: app.py
pinned: false
license: mit

Concept Knowledge Graph Builder

This is a premium, lightweight, interactive Concept and Entity network mapping tool designed specifically for computational social science and humanities courses.

Features

  • Flexible Data Input: Paste raw text directly or upload datasets (.csv, .xlsx, or .txt).
  • Flexible Network Extraction Modes:
    • Local Noun-Chunk Parser (CPU & Fast): Runs high-speed extraction utilizing SpaCy dependency mapping and noun chunks to extract key ideas/entities and calculate sentence-level co-occurrences locally on CPU.
    • Transformers (AI Mode): Leverages advanced generative models (like Qwen2.5) via Hugging Face's Serverless API with your personal access token to generate structured relational triple JSON structures.
  • Beautiful Graph Visualizations: Renders complete, fully responsive interactive 2D circular network graphs using Plotly Scatter Network layers natively.
  • CSV Data Export: Easily export extracted node tables and edge relationship files as standard CSV files.