Hackathon resources

• LLM Tutorials and tools

  Langchain demo - an overview of the capabilities of LangChain.

  

  Huggingface walkthrough – very quick overview of the most important functionalities of HuggingFace

  

• Project inspirations

  Paper QA – doing question and answering from PDFs or text files (e.g. papers)

  I packed-up a full-text paper scraper, vector database, and LLM into a CLI to answer questions from only highly-cited peer-reviewed papers. Feels unreal to be able instantly get answers by an LLM "reading" dozens of papers. 1/2 pic.twitter.com/a6PWxWyuc1

  — Andrew White ⏣🧪 (@andrewwhite01) February 25, 2023

  Few-shot predictions for chemistry using GPT-4 – A very interesting recent finding is that LLMs can give surprisingly good predictions on chemistry examples without any training, only with a few examples in the prompt.

  One of my favorite examples in our preprint (https://t.co/ojby0bSaoj) with @SmitBerend and @pschwllr and @aortegaguerrerowas about photoswitches curated by @Ryan__Rhys.
  
  I now asked #GPT-4 a few questions about it. pic.twitter.com/O7O1078mib

  — Kevin Jablonka (@kmjablonka) March 15, 2023

  MARVIS — Text/Voice-control for VMD.

  Here's a text demo of Marvis from @glenhocky and me. Info: https://t.co/DQLKYpwZsX Code: https://t.co/LjzwjS4zR9 pic.twitter.com/wn3PNBrpmb

  — Andrew White ⏣🧪 (@andrewwhite01) May 12, 2021

• Guidelines

  Submission - The hackathon’s workflow for submissions