PeeteKeesel / PaperGPT

:microscope: Choose a academic research papers and get a TL;DR for it in seconds.

Paper Explainer

Simply specify of the paper your want to understand and obtain a short summary (TL;DR) of it in seconds.

Installation

# -----------------------------------------------------------------------------
# Setting up the environment

# Create the PaperGPT environment
conda env create -f environment.yml

# (Optiona) Run the following to check if PaperGPT got successfully created
conda env list

# Activate the environment
conda activate PaperGPT


# -----------------------------------------------------------------------------
conda install -c huggingface transformers

pip install PyPDF2
conda install -c conda-forge pypdf2

pip install openai
conda install -c conda-forge openai -y

Action Points

• Ease of use: ensure that library is easy to install. Clear documentation and examples.
• Automatic processing: automatically extract text and relevant content from papers, eliminate need for users to manually input or format the content
• Compatibility: should be able to handle various document formats (PDF, PNG, JPG), and possibly even accept URLs to academic papers hosted online
• Multi-language support
• Use cases: Provide real-world use cases and scenarios where the library can be valuable, such as research paper review, studying, or staying updated on the latest research.
• Model Options: Provide option for the user to decide between different LLM models such as LLaMa, GPT, Bert
  • BART (Facebook AI) --
  • BERT (Google AI) -- bert-base-uncased
  • GPT-2 (OpenAI)