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Use ResearchGPT to do hours worth of research in minutes. Discover latest & related papers from 282 million articles and ask questions to get citation-backed answers.
10 de jan. de 2024 · Consensus GPT is a ChatGPT product that enables users to access and analyze over 200 million academic papers through natural language queries. It can also help users draft scholarly content, extract concepts, and identify gaps in research.
25 de jul. de 2024 · SearchGPT is a temporary prototype that combines OpenAI's AI models with web information to give fast and relevant answers. It also partners with publishers and creators to highlight their content and respect journalism.
14 de mai. de 2024 · Descubra como usar o ResearchGPT para facilitar sua pesquisa científica. Esta ferramenta de código aberto oferece uma interface intuitiva para conversar com artigos de pesquisa, facilitando a busca, compartilhamento e colaboração.
- Overview
- Example
- Installation
- Usage
- Limitations
- GeneratedCaptionsTabForHeroSec
This is a fork of the original ResearchGPT. The current version modifies several settings from the original:
•Use GPT-3.5-turbo instead of GPT-3.
•Add Chinese language support.
•Improved results (Powered by llama-index) for research papers.
•Modification of the frontend.
I use this repository to study OpenAI's API, Microsoft's Azure, GitHub Pages, CI/CD and Vue.js Frontend Framework. The partial original README is below.
This web app supports query in multiple languages and research papers in English/Chinese. Here are the examples of queries:
To run this app locally, you need to install the dependencies and build the frontend. For starters, you need to install python3 and yarn by following the instructions here and here. The app is tested on Ubuntu and Arch Linux.
You can install the dependencies with:
Run locally
The local version would save the pdf embeddings in the embedding folder to save OpenAI API usage. You can run the app locally with: For convenience, the local version stores the embeddings in the embedding folder in order to save the cost and time. And then open http://127.0.0.1:8080/ in your browser.
Microsoft Azure Deployment
The online version does not save any data. Follow the instructions here. Once you have the azure cli set up with az login, you can deploy with streamed logs: The Microsoft Azure's services would identify app.py as the entry point of the app.
Railway Deployment
Click the button below and input your OpenAI API key to deploy the app on Railway. Railway is a free hosting platform for web apps.
Due to the PDF to text conversion and embedding construction technique, the web app is limited to handle detailed query. Also, when a paper has distinguished pattern from the ordinary paper, this application also may not able to handle it. We are continuing working on improving the app to give better respond. At this time, you are encouraged to try this app on papers less than 20 pages and give us feedback. The app does not have the limit in page number, though.
Also, current version of the app is not able to handle the query with simultaneous requests, i.e., the web page cannot serve two or more people at the same time. This is out of the scope of my knowledge and I am looking for help.
ResearchGPT is a web app that lets you chat with a research paper using GPT-3.5-turbo and llama-index. You can upload or link a PDF, ask questions and get responses in multiple languages.
ResearchGPT is a free tool that uses GPT-3 to generate plagiarism-free texts for various academic purposes, such as literature reviews, abstracts, conclusions, and full papers. It aims to accelerate scientific discovery, democratize knowledge, and inspire creativity and innovation in researchers.
ResearchGPT is a fork of the original ResearchGPT that uses GPT-3.5-turbo and supports Chinese language. It can extract text from PDF, create embeddings and generate responses to questions about research papers.
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