---
title: Discourse & Rhetorical Analyzer
emoji: 🗣️
colorFrom: indigo
colorTo: purple
sdk: gradio
python_version: "3.10"
app_file: app.py
pinned: false
license: mit
---

# Discourse & Rhetorical Analyzer

This is a premium, lightweight, interactive Argument Deconstruction and Discourse Connector 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 Discourse Parsers**:
  - **Local Cue-Based (CPU & Fast)**: Runs a custom rule-based extraction scanning for comprehensive contrast, cause/effect, addition, and conclusion connective markers 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 rich, claims-evidence logical fallacy trees.
- **Plotly Visualizations**: Displays beautifully balanced pie/bar charts representing the distribution of rhetorical moves (Counterargument, Causation, Elaboration, Synthesis).
- **Interactive Visual Highlighting**: Renders custom color highlights around active rhetorical connectors.
- **CSV Data Export**: Easily export extracted connectors, sentences, and categories as a CSV report.