Gpt_paper_assistant

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gpt_paper_assistant is an Open Source research & education tool that scans ArXiv daily for relevant papers using GPT-4 and author matches. It can post findings to Slack or publish them on a GitHub Pages website.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is gpt_paper_assistant?

gpt_paper_assistant is an open-source, GPT-4 based tool designed to help researchers stay updated with the latest papers on ArXiv. It functions as a personalized daily scanner, identifying papers relevant to specified topics and authors. The tool leverages GPT-4 for evaluating paper relevance and novelty, and can filter papers based on author matches and semantic scholar IDs. It runs automatically via GitHub Actions, publishing daily summaries to a static GitHub Pages website or posting directly to Slack. Users can customize topics, authors, and filtering thresholds, making it a highly adaptable solution for academic research.

Best used for

Ideal for developers, data scientists, and professors who need to efficiently discover new research papers, monitor specific authors' publications, and stay updated on academic trends. Especially valuable for those seeking an automated, customizable system for filtering and receiving alerts on relevant ArXiv content.

Common actions

discover research papers

monitor academic trends

automate paper alerts

filter scientific literature

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Capabilities

Key features

Daily ArXiv scanning
GPT-4 paper evaluation
Author matching
Slack integration
GitHub Pages publication
Customizable topics
Semantic Scholar integration

Target Audience

developerdata scientistprofessor

Integrations

slackgithub

Pricing & Plans

Open Source

Free

FAQs

How does gpt_paper_assistant filter papers for relevance?

The tool filters papers using a two-step process: first, it checks for author matches against a user-defined list, leveraging Semantic Scholar IDs. Second, it uses GPT-4 to evaluate papers for relevance to specified topics and novelty, assigning scores that determine whether a paper is included in the final output.

Can I customize the topics and authors the assistant tracks?

Yes, you can fully customize the topics and authors. You provide a `paper_topics.txt` file with detailed descriptions of your interests, which GPT-4 uses for evaluation. You also list specific authors and their Semantic Scholar IDs in `authors.txt` for direct matching.

What are the output options for the daily paper summaries?

The gpt_paper_assistant offers flexible output options. It can publish daily summaries to a static GitHub Pages website, making them easily accessible. Additionally, it can post the relevant paper information directly to a designated Slack channel via a bot, providing real-time notifications.

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Subcategories trending in Research & Education

Study Assistants Knowledge Management Course Creation Scientific Computing Summarization Language Learning

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Also listed in

This tool also appears in

Productivity & Business › Workflow Automation

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