
ResearchGPT
Open-source tool for conversing with and querying research paper PDFs.
About ResearchGPT
ResearchGPT is an open-source FastAPI application that lets users have a conversation with a research paper instead of reading it start to finish. Users provide a link to a PDF hosted online or upload their own file, and the app extracts the text, splits it into chunks, and generates embeddings that are stored locally in Redis. When a user asks a question, the system retrieves the most relevant passages and sends them to the OpenAI API to produce an answer, citing the specific page number the response was drawn from so the user can verify the source in the original document. The project is aimed at students, researchers, and anyone who needs to quickly extract information from dense academic PDFs without manually skimming every section. Running it requires cloning the GitHub repository, installing the Python dependencies, setting up a local Redis instance, and supplying a personal OpenAI API key, since the tool does not host its own service or handle billing for API usage. It is released under the MIT license, making it free to modify and redistribute. One important limitation: the repository was archived by its creator in November 2023 and is no longer actively maintained, so it may not work with current library versions without manual fixes; the creator points users toward a successor project instead.
At a glance
- Integrations
- OpenAI
- Last verified
- August 2026
Who It's For
- •Researchers
- •Students
- •Academics
- •Anyone who frequently reads and analyzes research papers.
How It Works
- 1Users upload PDF research papers through a Streamlit interface.
- 2The tool processes the PDF content, likely extracting text and potentially structuring it for the GPT model.
- 3Users can then ask questions about the paper, and ResearchGPT generates answers based on the document's content.
- 4It may also provide summaries or key insights from the uploaded papers.
How to Use ResearchGPT
- 1Install the necessary dependencies (e.g., `pip install -r requirements.txt`).
- 2Run the Streamlit application (`streamlit run app.py`).
- 3Upload a PDF research paper using the interface.
- 4Input questions related to the uploaded paper into the text box.
- 5Receive AI-generated answers or summaries based on the paper's content.
Key Features
- •PDF upload and URL-based PDF ingestion
- •Text extraction and embedding generation
- •Conversational Q&A over document content
- •Source citation with page numbers
- •Local Redis-based embedding storage
Use Cases
- •Extracting answers from long academic PDFs
- •Conversing with a research paper instead of reading it linearly
- •Self-hosted document Q&A for researchers and students
Pros & Cons
Advantages
- •Significantly reduces time spent on literature review and information extraction from PDFs.
- •Provides quick and concise answers to specific questions within research papers.
- •Open-source nature allows for customization and integration into other projects.
- •Simplifies understanding of complex scientific concepts by providing direct answers.
Disadvantages
- •Relies on the quality of the GPT model and may occasionally produce inexact or hallucinated information.
- •Requires local setup and technical understanding to install and run, not a ready-to-use web service.
- •Performance is dependent on the clarity and structure of the uploaded PDF documents.
- •Does not perform original research or provide insights beyond what is contained in the uploaded documents.
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Frequently Asked Questions
What is ResearchGPT?
ResearchGPT is an open-source FastAPI application that lets users have a conversation with a research paper instead of reading it start to finish. Users provide a link to a PDF hosted online or upload their own file, and the app extracts the text, splits it into chunks, and generates embeddings that are stored locally in Redis.
How much does ResearchGPT cost?
ResearchGPT is free to use.
Is ResearchGPT free?
Yes, ResearchGPT offers a free plan you can start with.
What are the best ResearchGPT alternatives?
Popular ResearchGPT alternatives include ChatPDF, Elicit, Consensus.
What is ResearchGPT used for?
ResearchGPT is commonly used for Extracting answers from long academic PDFs, Conversing with a research paper instead of reading it linearly, Self-hosted document Q&A for researchers and students.
Information Accuracy
Please note: While we regularly update all tool information including descriptions, features, pricing, and other details, this information may change over time as tools evolve and update their offerings. For the most current and accurate information, we recommend visiting the official website directly. Our goal is to provide you with comprehensive and up-to-date information to help you make informed decisions.