README.md

metadata

title: AI Political Talk Bias Analyser
emoji: 🧭
colorFrom: green
colorTo: yellow
sdk: docker
sdk_version: 27.5.1
app_file: app.py
pinned: true

🧭 AI Political Talk Bias Analyser

A lightweight, open-source web tool that attempts to detect perceived political leaning (Left • Center • Right) in any text or news article — using a zero-shot BART model (no political fine-tuning required).

Live demo: https://your-domain.com (replace with your actual URL or delete this line)

Features

• Paste any text or drop a news article URL
• Instant bias estimate with confidence score
• Fully client-free — runs on your server or locally
• Experimental & educational — built for transparency, not authority

Tech Stack

• FastAPI + Jinja2 (backend + templating)
• Hugging Face MoritzLaurer/deberta-v3-large-zeroshot-v2.0 (zero-shot classification)
• Newspaper3k (article extraction)
• Pure HTML/CSS

Quick Start

# 1. Clone and enter
git clone https://github.com/TheNedgineer/nofussalyzer.git
cd nofussalyzer

# 2. Create virtual env & install
python -m venv venv
source venv/bin/activate   # Linux/Mac
# venv\Scripts\activate    # Windows
pip install -r requirements.txt

# 3. Run locally
uvicorn app:app --reload

Open http://127.0.0.1:8000 in your browser.

License Apache 2.0 – feel free to use, modify, or deploy commercially. See LICENSE for details.

Disclaimer This tool is experimental. Political bias is subjective. Results are AI-generated guesses, not objective truth. Use for learning and fun, not as evidence.

Made with ☕ and curiosity — PRs welcome!