README.md

metadata

title: EDA-Generator
emoji: 🚀
colorFrom: purple
colorTo: indigo
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: apache-2.0

🚀 EDA-Generator

AI-Powered Chatbot & Dataset Exploratory Analysis on HuggingFace Spaces.

Features

💬 AI Chatbot

• Powered by GPT-OSS-20B (OpenAI's open-weight model)
• 21B parameters with Mixture-of-Experts architecture
• Streaming responses for real-time interaction
• Built with HuggingFace Transformers & Chat Templates

📊 Dataset EDA

• Analyzes the fka/awesome-chatgpt-prompts dataset
• 1,040 curated prompts for various AI personas
• Interactive Plotly visualizations:
  • Prompt length distribution
  • Word count analysis
  • Top words frequency
  • Length vs words correlation
  • Category distribution

Local Setup

# Clone the repository
git clone https://huggingface.co/spaces/<your-username>/EDA-Generator

# Create virtual environment
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

# Install dependencies
pip install -r requirements.txt

# Set your HuggingFace token
export HF_TOKEN="your_token_here"
# Or create a .env file with: HF_TOKEN=your_token_here

# Run the app
python app.py

Tech Stack

• Frontend: Gradio 4.x
• ML: HuggingFace Transformers
• Model: openai/gpt-oss-20b
• Visualization: Plotly, Matplotlib, Seaborn
• Data: HuggingFace Datasets

Files

File	Description
app.py	Main Gradio application
chatbot.py	Chatbot logic with transformers
eda.py	EDA functions & visualizations
requirements.txt	Python dependencies

License

Apache 2.0