neuml/annotateai
📝 Automatically annotate papers using LLMs
This tool helps researchers, academics, and students quickly understand scientific papers and other complex documents. It takes a PDF document as input and automatically adds concise, topic-based annotations directly to the paper, highlighting sections most relevant to key concepts. The output is an annotated PDF that helps human readers grasp the core ideas and context more efficiently.
410 stars. Available on PyPI.
Use this if you need to rapidly review numerous academic papers, medical research, or scientific articles and want AI to provide contextual summaries for key concepts directly within the document.
Not ideal if you need to summarize papers for a presentation, generate new text based on paper content, or require in-depth analysis beyond direct in-document annotations.
Stars
410
Forks
41
Language
Python
License
Apache-2.0
Category
Last pushed
Dec 01, 2025
Commits (30d)
0
Dependencies
4
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/embeddings/neuml/annotateai"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.