README.md

metadata

title: Research Paper Summarizer And Assistant
emoji: 🔥
colorFrom: pink
colorTo: purple
sdk: gradio
sdk_version: 5.45.0
app_file: app.py
pinned: false
license: apache-2.0
short_description: 'Application that helps to summarize research papers '

(RAG + Summarizer) — Hugging Face Space

How to use

1. Create a new Hugging Face Space (Gradio).
2. Add requirements.txt, app.py, and README.md to the Space repo.
3. Commit & push; the Space will build and run.
4. Upload a research PDF, pick a style, and click Process & Summarize.

Notes

• Default models are small for stability in Spaces. If you have GPU & RAM, update:
  • EMBED_MODEL_NAME -> sentence-transformers/all-mpnet-base-v2
  • SUMMARIZER_NAME -> facebook/bart-large-cnn
  • INSTR_MODEL -> google/flan-t5-base or larger
• For huge docs (100+ pages), the job can take several minutes.