ResearchGPT
ResearchGPT is an open-source LLM-based research assistant that enables interactive conversations with research papers by processing PDFs and answering user questions.
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Key Features
PDF Text Extraction
Extracts text from uploaded or linked PDF research papers.
Embedding Generation
Creates embeddings from extracted text for semantic search.
Question Answering
Uses OpenAI API to answer questions based on paper content.
Source Referencing
Returns source text and page number for each response.
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Why Choose ResearchGPT
Open Source:
Free access to source code for customization and transparency.Interactive:
Enables conversational querying of research papers for quick insights.Source Referencing:
Provides source text and page numbers for all answers.
Pricing
ResearchGPT is free and open-source software available on GitHub. Users can download and run it without cost.
About ResearchGPT
ResearchGPT is an open-source LLM-based research assistant that enables interactive conversations with research papers by processing PDFs and answering user questions.
What ResearchGPT Does
ResearchGPT allows users to upload PDF files or provide links to online PDFs of research papers. It processes these documents by extracting text and generating embeddings to enable conversational querying.
Using OpenAI's API, it answers user questions based on the paper's content, providing precise responses along with the source text and page numbers for reference. This helps users quickly locate relevant information within complex academic documents.
This tool is useful for literature reviews, research question generation, and summarizing key points, serving researchers, students, and academics across various disciplines.
Pros & Cons
Free and Open Source
No cost to use with full code transparency and community support.
Accurate Contextual Answers
Delivers precise answers grounded in the actual research paper content.
Requires Setup
Needs installation of dependencies like Redis and OpenAI API key.
Archived Project
No longer actively maintained; may lack updates or support.
Frequently Asked Questions
Clone the repository, install dependencies with pip, and run Redis for embedding storage.
An OpenAI API key and a running Redis instance are required.
You can obtain an API key from https://platform.openai.com/account/api-keys.
Yes, ResearchGPT is free and open-source software available on GitHub.
Yes, it returns the source text and page number used for each answer.
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