Research Article

Beyond Papers: Why Researchers Need Live Web Search (And How PapersFlow Delivers It)

Academic databases miss news, preprints, code repos, and industry reports. PapersFlow's Exa integration searches the entire web — with citations.

Academic databases only cover peer-reviewed papers. PapersFlow's Exa web search finds news, GitHub repos, blog posts, preprints, and industry reports — inside the same AI research workspace. Included on Plus/Pro/Ultra (from $20/mo billed yearly).

Beyond Papers: Why Researchers Need Live Web Search (And How PapersFlow Delivers It)

TL;DR: Academic databases only cover peer-reviewed papers. PapersFlow's Exa web search finds news, GitHub repos, blog posts, preprints, and industry reports — inside the same AI research workspace. Included on Plus/Pro/Ultra (from $20/mo billed yearly). Try it now.

Academic research does not happen in a vacuum. A paper on large language models needs context from industry blog posts explaining deployment challenges. A policy analysis requires recent government filings. A machine learning study benefits from checking whether someone already published a PyTorch implementation on GitHub.

Yet most research tools only search one slice of this information: peer-reviewed papers.

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  • Explore more on web-search
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Frequently Asked Questions

What is Exa web search in PapersFlow?
Exa is a live web search engine integrated into PapersFlow that lets you search the full web — news, blogs, GitHub repos, preprints, and more — directly from the AI chat. It complements PapersFlow's academic search (474M+ papers via OpenAlex) by covering sources that academic databases miss.
Which plans include web search?
All paid plans — Plus ($20/mo billed yearly), Pro ($28/mo billed yearly), and Ultra ($66/mo billed yearly) — include live Exa web search. The Free plan does not include web search.
How is this different from Google Scholar?
Google Scholar only indexes academic papers and patents. Exa searches the full web with semantic understanding, including news articles, blog posts, GitHub repositories, company reports, preprints, and more. It also supports category filters and date ranges for precise results.
Can I search GitHub repos for paper implementations?
Yes — Exa supports category filters including 'github' for code repositories. You can ask Doxa to find GitHub implementations for any paper, and it will use Exa's category filtering to search specifically within GitHub.

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