PaperScope is an intelligent research assistant that helps you discover, summarize, and search academic papers efficiently.
Built with Gemini, FAISS, and Streamlit, it transforms how you interact with research — making exploration faster, smarter, and more insightful. 🧠✨
PaperScope empowers researchers, students, and enthusiasts to:
- 🔍 Search papers from arXiv instantly by topic or keyword.
- 🧾 Summarize academic papers using Gemini AI.
- 📄 Upload PDFs and generate concise summaries.
- 🔎 Perform semantic search using FAISS to find contextually similar papers.
Easily search for recent papers and get concise, AI-generated summaries powered by Gemini.
Retrieve relevant summaries from your saved data using keyword or semantic search.
Upload your own research paper or document — PaperScope summarizes it in seconds.
Find papers with similar meanings, not just matching keywords, using FAISS-based vector search.
| Component | Purpose |
|---|---|
| Streamlit | Interactive user interface |
| arXiv API | Academic paper data source |
| Google Gemini | AI model for summaries & insights |
| FAISS | Vector-based semantic search |
| PyMuPDF | PDF parsing and text extraction |