Skip to content

achen2089/scientific-thinking-model

Folders and files

NameName
Last commit message
Last commit date

Latest commit

5de5e45 · Sep 5, 2024

History

9 Commits
Sep 4, 2024
Jul 16, 2024
Jul 16, 2024
Sep 5, 2024
Jul 11, 2024
Jul 11, 2024
Sep 5, 2024
Jul 16, 2024
Jul 11, 2024
Jul 16, 2024
Jul 16, 2024
Jul 11, 2024
Jul 16, 2024
Jul 11, 2024

Repository files navigation

Scientific Thinking Model (STM)

This project is a tool that models novel scientific thinking.

Demo

Check out the demo video to see the Scientific Thinking Model in action or live here:

[Demo Video] (https://www.loom.com/share/2f6a86c3ffe24904940e79f9c19a7f12?sid=bbaa02c7-bbbf-4fe2-9c5b-82f6e0ecd836)

Features

  • Users upload pdfs of research papers
  • Research papers are converted to embeddings and stored in temp vector store for Retrievel Augmented Generation
  • LLM is prompted to think scientifically about the research papers and detail its analysis step by step
  • Then it synthesizes the analysis of the papers to create a novel hypotheses and corresponding experiments step by step

Architecture

STM Architecture

Getting Started

To run this project locally, follow these steps:

  1. Clone the repository
  2. Install dependencies:
    npm install
  3. Start the development server:
    npm run dev
  4. Open http://localhost:3000 in your browser

Issues

  • On the live link you are not able to upload pdf file larger than 5mb

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

About

Tool for modeling novel scientific thinking

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published