RuizeLyu

RuizeLyu / paper-dl

Public

Download arxiv PDFs from PaSa search results for local AI-powered literature analysis.

61
8
100% credibility
Found Mar 16, 2026 at 61 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
Python
AI Summary

A straightforward tool that reads a list of research papers from PaSa and automatically downloads their full PDF versions from Arxiv into a local folder.

How It Works

1
🔍 Discover paper search

You hear about PaSa, a smart tool that finds the best research papers for your question, and visit its website.

2
💡 Search for papers

Type your research topic, like defenses against AI tricks, and get a ranked list of perfect papers.

3
💾 Save your paper list

Click the download button to grab a simple list file of all the papers you want, right to your downloads folder.

4
🛠️ Prepare the downloader

Get the paper-dl helper tool set up on your computer so it can fetch full papers for you.

5
🚀 Launch the download

Tell the tool about your saved list, and it starts grabbing all the PDFs at once with a handy progress bar.

6
⏳ Sit back and wait

Watch it download smoothly, skipping any papers you already have, and note any that need a retry.

📚 Own your paper collection

Open the new folder full of PDFs named after their titles, ready for reading or your AI study buddy.

Sign up to see the full architecture

5 more

Sign Up Free

Star Growth

See how this repo grew from 61 to 61 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is paper-dl?

paper-dl is a Python CLI tool that batch-downloads arXiv PDFs from PaSa search results JSON exports, turning ranked paper metadata into a local library for AI analysis. It solves the gap where PaSa delivers titles, abstracts, and links but skips actual downloads, letting you grab arxiv download pdf files like "download arxiv paper" or arxiv download all papers with one command. Run `paper-dl results.json` for concurrent fetches with progress bars, retries, and automatic skipping of duplicates.

Why is it gaining traction?

It hooks into PaSa's workflow seamlessly—no manual arxiv download citation chasing or download arxiv metadata wrangling—while adding user perks like custom output dirs, tunable concurrency (default 3), and a failed.txt log for quick retries. Unlike generic arxiv downloaders, it's optimized for PaSa's JSON format, idempotent runs, and polite to servers, making dl paper implementation github dead simple for bulk arxiv download dataset pulls.

Who should use this?

AI researchers querying PaSa for lit reviews on LLM defenses or agent security, who need offline PDFs for local RAG pipelines. ML engineers building paper analysis agents tired of scripting arxiv download statistics or individual download arxiv pdf tasks. Academic devs chaining PaSa exports to tools like LlamaIndex for automated reading.

Verdict

Grab it if you're in the PaSa ecosystem—solid CLI, bilingual docs, and MIT license make it a no-brainer niche tool despite 61 stars and 1.0% credibility score signaling early alpha maturity. Test on small batches first; lacks broad arXiv flexibility beyond PaSa JSON.

(178 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.