Because reading research papers shouldn't feel like a marathon 🏃♂️💨
Paper Pitstop is your high-speed research companion that turns dense academic papers into digestible summaries. Like a Formula 1 pit crew, we get you back on the research track in record time!
- Quick Summarization 🏃♂️: Transform lengthy papers into concise summaries in seconds
- Key Insights Extraction 🔑: Pull out the most important findings and contributions
- Method Breakdown 🛠: Simplify complex methodologies into understandable steps
- Future Work Highlights 🔮: Identify potential research directions
- Smart Citations 📝: Extract relevant citations for further reading
- Frontend: Streamlit (Because who doesn't love quick and beautiful UIs?)
- Backend: Groq (The speed demon of LLM inference)
- Language: Python (The trusty old friend)
# Clone this bad boy
git clone https://github.com/yourusername/paper-pitstop.git
# Install dependencies
pip install -r requirements.txt
# Set your Groq API key
export GROQ_API_KEY='your-api-key'
# Fire it up!
streamlit run app.py- Upload your research paper (PDF format)
- Wait for our pit crew (Groq) to work their magic
- Receive your tuned-up summary
- Zoom back to your research with new insights!
Our pit crew is FAST:
- Average processing time: ~30 seconds
- Supported paper length: Up to 30 pages
- Summary reduction: ~80%
- Currently only supports English language papers
- PDF format only
- May struggle with heavily mathematical content
- Not recommended for papers about slow loris behavior (they're too slow for us! 🦥)
MIT License - Because sharing is caring!
- The amazing Groq team for their lightning-fast inference
- Streamlit for making our UI look like it's from the future
- Coffee ☕, lots and lots of coffee
Made with 💜 by researchers, for researchers
Remember: Time you enjoy wasting reading papers is not wasted time... but we can make it faster!