Sivarohitk/Idea2Paper
local-first pipeline that turns notes into a research-style draft: extract keywords → fetch arXiv → rank (SPECTER) → summarize (PEGASUS). No chat, no API keys.
This tool helps researchers, academics, or scientists quickly generate a research-style draft by analyzing their notes or experiment logs. You upload your scientific notes, and it outputs a markdown-formatted draft that includes background information summarized from relevant arXiv papers. It's designed for individuals who need to rapidly synthesize existing research into a coherent preliminary document.
No commits in the last 6 months.
Use this if you need to quickly turn your scientific notes into a basic research draft by automatically finding and summarizing related work from arXiv, without needing any paid API keys.
Not ideal if you expect a fully fleshed-out, rich scientific paper or if your notes are not clear enough for good keyword extraction.
Stars
7
Forks
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Language
Python
License
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Category
Last pushed
Sep 01, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/embeddings/Sivarohitk/Idea2Paper"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
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