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ResearchGPT

★2.2
💬179
💲Free

ResearchGPT is a tool that allows users to interact with research papers by uploading PDFs or linking to online PDFs. It extracts text, generates embeddings, and uses the OpenAI API to answer questions based on the paper's content, providing source information for each answer.

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Platform
web
EmbeddingsLLMOpenAI APIPDF processingQuestion answeringResearch assistantai-assistant

What is ResearchGPT?

ResearchGPT is a research assistant that enables conversation with research papers using LLMs. It allows users to upload PDF documents or provide links to online PDFs. The application extracts text from the PDF, generates embeddings, and uses the OpenAI API to answer user questions based on the content of the paper. It also provides the source text and page number used to generate the response.

Core Technologies

  • LLM
  • PDF processing
  • Embeddings
  • OpenAI API

Key Capabilities

  • PDF text extraction
  • Embedding generation
  • Question answering
  • Source referencing

Use Cases

  • Quickly understand the key points of a research paper
  • Find specific information within a research paper through conversation
  • Summarize sections of a research paper

Core Benefits

  • Easy-to-use interface for interacting with research papers
  • Provides source information for answers
  • Supports both local PDF uploads and online PDF links

Key Features

  • PDF text extraction
  • Embedding generation
  • Question answering using OpenAI API
  • Source and page number referencing

How to Use

  1. 1
    Upload a PDF file or provide a link to an online PDF.
  2. 2
    Process the document to extract text and generate embeddings.
  3. 3
    Ask questions related to the paper, and ResearchGPT will provide answers based on the paper's content.
  4. 4
    Receive source information along with the answer.

Frequently Asked Questions

Q.How do I install ResearchGPT?

A.Clone the repository, navigate to the directory, and run `pip install -r requirements.txt`. You also need to install and run Redis for local embedding storage.

Q.What do I need to use ResearchGPT?

A.You need an OpenAI API key and Redis installed and running on your machine.

Q.Where can I get an OpenAI API key?

A.You can get an OpenAI API key from https://platform.openai.com/account/api-keys.

Pros & Cons (Reserved)

✓ Pros

  • Easy-to-use interface for interacting with research papers
  • Provides source information for answers
  • Supports both local PDF uploads and online PDF links

✗ Cons

  • Requires an OpenAI API key
  • Relies on the accuracy of the OpenAI API
  • The original repository is no longer actively maintained

Alternatives

No alternatives found.