An intelligent Gen AI app that generates concise and meaningful summaries from long-form English text using Hugging Face Transformers — built with Gradio and ideal for summarizing articles, reports, blogs, and more!
- Pipeline:
summarization - Model:
facebook/bart-large-cnn - Task: Abstractive Text Summarization
- Framework: Transformers by Hugging Face
- Real-time summarization of user-provided English text (50–300 words recommended)
- Supports news, education, research, blogs, reports, etc.
- Clean Gradio interface for instant, readable summaries
- Hosted and deployed via Hugging Face Spaces
Enter a paragraph, article, or long-form content in English.
The model will return a short, readable summary.
Avoid extremely short input or grammatically broken text.
✅ Example Input:
Artificial intelligence is transforming industries by automating tasks, improving decision-making, and creating new opportunities in sectors such as healthcare, finance, and transportation. However, experts caution that without proper regulation, AI could also lead to job displacement, bias in decision-making systems, and ethical concerns regarding data privacy and accountability.
✅ Model Output:
Artificial intelligence is transforming industries by improving decision-making and automation. Experts warn of potential risks without proper regulation.
👉 Try the live app here: Hugging Face Space
Install dependencies:
pip install -r requirements.txt