ResearchGPT: Revolutionizing Research Paper Conversations
ResearchGPT is a remarkable tool that offers a seamless experience for interacting with research papers. This simple fastapi app provides a clean interface, enabling users to have meaningful conversations with PDFs.
Overview
The app works by extracting text from PDFs, creating embeddings from the text, and using them with the OpenAI API to generate responses to users' questions. It also returns the source of the text used to generate the response and the page number, adding an extra layer of transparency and credibility.
Core Features
One of the key features of ResearchGPT is its ability to handle both online-hosted PDFs and user-uploaded ones. This flexibility makes it accessible to a wide range of users with different needs. Additionally, the app requires an OpenAI API key, which can be easily set as an environment variable.
Basic Usage
To get started with ResearchGPT, users need to follow a few simple steps. First, they should git clone the repository from GitHub. Then, they need to navigate to the directory, install the required dependencies using pip, and ensure they have Redis installed for storing embeddings locally. Once these steps are completed, users can start the app using the uvicorn command.
In conclusion, ResearchGPT is a powerful tool that simplifies the process of engaging with research papers. Its user-friendly interface and robust features make it a valuable asset for researchers, students, and anyone interested in extracting valuable information from PDFs.
