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

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.