AI-powered medical search engine that delivers synthesized, cited answers from peer-reviewed research for clinicians.
ResearchGPT
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About ResearchGPT
ResearchGPT is a tool that allows users to search, join discussions, and engage with questions and comments on relevant research topics. It provides an interface for researchers to link to or upload their PDF papers and interact with others who are interested in the same topics. Users can search for relevant topics, ask questions, and make comments on the paper. ResearchGPT helps researchers stay up-to-date with the latest research and have meaningful conversations about it. With its intuitive interface and powerful search capabilities, users can explore the depths of their research paper and make connections with other researchers. This tool is suitable for researchers who want to engage in discussions and collaborations with others in their field.
GitHub, Inc.
San Francisco, California, US · Founded 2008
- Founders
- Tom Preston-Werner, Chris Wanstrath, PJ Hyett, Scott Chacon
- Founded
- 2008
- Headquarters
- San Francisco, California, US
- Legal status
- Subsidiary of Microsoft (NASDAQ: MSFT)
Key features
- Search for relevant topics in your paper
- Join conversations about research topics
- Ask questions and make comments on the paper
Use cases
- Researchers can use ResearchGPT to stay up-to-date with the latest research in their field
- ResearchGPT can be used to facilitate discussions and collaborations among researchers
- Users can ask questions and get feedback from others who have read the same papers
Pros
- Enables conversational interaction with research papers via natural language queries
- Supports both online PDF links and local file uploads for flexibility
- Provides source citations and page numbers for generated responses, enhancing transparency
- Uses embeddings and OpenAI API for contextual understanding and accurate answers
- Offers a clean, user-friendly interface for seamless research engagement
Cons
- Requires an OpenAI API key, which may incur usage costs depending on the provider's pricing
- Depends on external services like Redis for embeddings storage, adding setup complexity
- The project is no longer actively maintained, with development shifted to an alternative platform
Frequently asked questions about ResearchGPT
What is ResearchGPT?
ResearchGPT is a LLM-based research assistant that enables users to have a conversation with any PDF research paper. It allows users to upload or link to a PDF, extract its text, generate embeddings, and interact with the content via natural language queries.
Who is ResearchGPT designed for?
ResearchGPT is designed for researchers, academics, and professionals who need to analyze, discuss, or extract insights from research papers. It is particularly useful for those who want to engage in meaningful conversations about specific papers or topics.
How does ResearchGPT work?
ResearchGPT extracts text from uploaded or linked PDFs, creates embeddings from the text, and uses the OpenAI API to generate responses to user questions. It also provides sources and page numbers for the text used to generate answers.
What are the requirements to use ResearchGPT?
Users need an OpenAI API key to use ResearchGPT. The tool also requires Redis for storing embeddings locally. Installation involves cloning the repository, installing dependencies, and setting up the environment variable for the OpenAI API key.
Is ResearchGPT still actively maintained?
As of November 21, 2023, ResearchGPT is no longer actively maintained. The repository is archived and read-only. A more advanced version of the project is available at chat.portal.so for free and will be open-sourced soon.
Can I contribute to ResearchGPT?
Pull requests are welcome for ResearchGPT, but major changes should first be discussed by opening an issue. Contributors can reach out to the project owner via email or Twitter for collaboration opportunities.
