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ResearchGPT

Automate research conversations and secure data management.
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Monthly Traffic:

3400

What is ResearchGPT?

ResearchGPT is a github project for a research assistant that allows users to converse with a research paper. It is a FastAPI application that extracts text from PDFs, creates embeddings from the text, and uses the OpenAI API to generate responses to questions. The app also returns the source of the text used to generate the response and the page number. Users can enter a link to a PDF hosted online or upload their PDF. The project is no longer actively maintained, but a more advanced version is available at chat.portal. For free and will be open-sourced soon.

 


 

⚡Top 5 ResearchGPT Features:

  1. PDF Conversation Interface: The app provides a clean interface for enabling conversations with any PDF. Users can enter a link to a PDF hosted online or upload their own PDF.
  2. Text Extraction: The app extracts text from the PDF, creating embeddings from the text for use with the OpenAI API.
  3. OpenAI API Integration: The app uses the OpenAI API to generate responses to user questions.
  4. Source and Page Number Information: The app returns a source for the part of the text it used to generate the response and the page number.
  5. Redis Integration: The app requires Redis for storing the embeddings locally on the user’s machine.

 


 

⚡Top 5 ResearchGPT Use Cases:

  1. Research Assistance: The app can be used to assist in research by enabling users to have a conversation with research papers.
  2. PDF Analysis: The app can analyze PDFs and generate responses to questions asked about the content of the PDF.
  3. Text Embeddings: The app can create embeddings from text for use with the OpenAI API.
  4. Real-time Response Generation: The app generates responses to questions in real-time, providing immediate feedback.
  5. Collaborative Research: The app can be used collaboratively by multiple users, allowing for group discussions and analysis of research papers.
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