README.md

metadata

title: StyleForge Lite
emoji: 🔬
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false

🔬 StyleForge Lite

A minimal Gradio app that learns your scientific writing style from pasted abstracts and rewrites new text in that style using the Groq API.

Features

• Style Learning: Paste 3-8 abstracts to build your writing profile
• Text Rewriting: Rewrite any text in your learned scientific style
• Style Metrics: Get detailed scoring on:
  • Average sentence length
  • Passive voice ratio
  • Vocabulary match (% scientific verbs)
  • Flow markers (context→method→result→implication)
  • Total score (/20)
• Deployment Guide: Built-in instructions for Hugging Face Spaces

Quick Deploy to Hugging Face Spaces

Method 1: Direct Clone (Recommended)

1. Clone this repository:

   git clone https://huggingface.co/spaces/Babajaan/Writing-Style
   cd Writing-Style
   

2. Set your API key:

   • Go to your Space settings
   • Add GROQ_API_KEY as a secret with your Groq API key
   • Get your API key from Groq Console

3. Deploy: The Space will automatically rebuild with your changes

Method 2: Create New Space

1. Create new Space:

   • Go to Hugging Face Spaces
   • Click "Create new Space"
   • Choose "Gradio" as SDK
   • Set visibility (Public/Private)

2. Upload files:

   • Upload app.py
   • Upload requirements.txt
   • Upload this README.md

3. Configure environment:

   • Add GROQ_API_KEY in Space settings → Secrets
   • Set Space hardware (CPU is sufficient)

4. Deploy: The Space will automatically build and deploy

Environment Variables

• GROQ_API_KEY: Your Groq API key (required)

Requirements

• Python 3.8+
• Gradio >= 4.44.0
• Groq >= 0.9.0

Usage

1. Paste Abstracts: Input 3-8 of your scientific abstracts in the first text box
2. Enter Text: Input the text you want to rewrite in the second text box
3. Click "Build Profile & Rewrite": The app will analyze your style and rewrite the text
4. View Results: See the rewritten text and style metrics

Style Analysis

The app analyzes your writing style based on:

• Sentence Length: Optimal 15-25 words per sentence
• Voice: Preference for active over passive voice
• Vocabulary: Use of precise scientific verbs (identify, demonstrate, suggest, etc.)
• Flow: Logical progression from context → method → result → implication

Troubleshooting

• Build fails: Check requirements.txt syntax
• API errors: Verify GROQ_API_KEY is set correctly in Space secrets
• Import errors: Ensure all dependencies are in requirements.txt
• Empty responses: Check your Groq API key and quota

Cost Considerations

• Groq API has generous free tier
• Monitor usage in Groq Console
• Consider rate limiting for production use

Example

Input Abstracts:

Resveratrol (RESL), a natural polyphenol, has been studied for its cancer chemopreventive properties. In this study, a diacetate derivative (RESL43) was synthesized, exhibiting potent cytotoxic and pro-apoptotic effects in U937 cells. Molecular docking indicated that RESL43 may inhibit NFκB by disrupting DNA–protein interactions. These findings support stronger activity than RESL and warrant further investigation.

Original Text:

Our study shows that the new drug works well. We tested it on cells and found good results. The drug might help treat cancer.

Rewritten Output:

Our investigation demonstrates that the novel therapeutic compound exhibits significant efficacy in cellular models. Through comprehensive in vitro analysis, we identified substantial cytotoxic activity and pro-apoptotic effects in U937 cell lines. These findings suggest the potential utility of this compound as a chemopreventive agent and warrant further investigation into its molecular mechanisms.

License

This project is open source and available under the MIT License.