ResearchGPT - A LLM Based Research Assistant

WebsiteFreeAI Research Tools Large Language Models (LLMs)

ResearchGPT is a simple FastAPI app that provides a clean interface to enable a conversation with any PDF. You can enter a link to a PDF hosted online or upload your own PDF. The app will then extract the text from the PDF, create embeddings from the text, and use them with the OpenAI API to generate a response to a question you ask.

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ResearchGPT - A LLM Based Research Assistant

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Updated:Oct 6, 2024

What is ResearchGPT - A LLM Based Research Assistant

ResearchGPT is a LLM based research assistant that allows you to have a conversation with a research paper. It extracts text from a PDF, creates embeddings from the text, and uses them with the OpenAI API to generate a response to a question you ask.

Key Features of ResearchGPT - A LLM Based Research Assistant

ResearchGPT provides a clean interface to enable a conversation with any PDF, extracts text from a PDF, creates embeddings from the text, and uses them with the OpenAI API to generate a response to a question you ask.

Text Extraction

ResearchGPT extracts text from a PDF, allowing you to have a conversation with the content.

Embedding Creation

ResearchGPT creates embeddings from the extracted text, which are used with the OpenAI API to generate a response.

OpenAI API Integration

ResearchGPT uses the OpenAI API to generate a response to a question you ask, based on the embeddings created from the extracted text.

Conversational Interface

ResearchGPT provides a clean interface to enable a conversation with any PDF, making it easy to ask questions and get answers.

PDF Upload

ResearchGPT allows you to upload your own PDF, making it easy to work with your own research papers.

Use Cases of ResearchGPT - A LLM Based Research Assistant

Use ResearchGPT to have a conversation with a research paper and get answers to your questions.
Use ResearchGPT to extract text from a PDF and create embeddings from the text.
Use ResearchGPT to integrate with the OpenAI API and generate a response to a question you ask.
Use ResearchGPT to provide a conversational interface for your research papers.

Pros and Cons of ResearchGPT - A LLM Based Research Assistant

Pros

ResearchGPT provides a clean interface to enable a conversation with any PDF.
ResearchGPT extracts text from a PDF, creates embeddings from the text, and uses them with the OpenAI API to generate a response to a question you ask.
ResearchGPT is free to use, but requires an OpenAI API key.

Cons

ResearchGPT requires an OpenAI API key, which may have usage limits and costs associated with it.
ResearchGPT may not work well with very large PDFs or complex research papers.
ResearchGPT is a simple FastAPI app and may not have all the features you need.

How to Use ResearchGPT - A LLM Based Research Assistant

1
Sign up for an OpenAI API key and set it as the environment variable 'OPENAI_API_KEY'.
2
Upload your own PDF or enter a link to a PDF hosted online.
3
Ask a question and get a response based on the extracted text and embeddings.
4
Use the conversational interface to have a conversation with the research paper.