Using LLMs to read and summarize research papers.
This project is meant to summarize compsci research papers in pdf form. You can see the output of this below
To get started, make sure you have the following environment variables set:
OPENAI_API_KEY
UNSTRUCTURED_FREE_API_KEY
Then, make sure you have Docker installed and do
docker compose up -d --build
The application should be live on http://localhost:3000
The following information is extracted.
- Summary: High level overview of the paper
- Problem: Core problem statement the paper seeks to address
- Contributions: Claimed contributions to the field
- Findings: Summary of basic findings of the paper
- Methods: Description of what the authors built or tested
- Results: What experiments the authors ran and their results
- Next.js
- FastAPI
- Unstructured.io
- Llamaindex