LLM Zoomcamp course notes

This repo contains my course notes for the LLM Zoomcamp course

Setup

• Test the environment:
  • Docker: docker run hello-world
  • Python: python -V
  • Install Miniconda:
    • Go to this repo
    • Find the latest installation link that ends with .sh
    • Copy that link, and in the terminal execute wget <link>
    • Open a new terminal, and we should have miniconda installed
  • Install packages:

  pip install tqdm notebook==7.1.2 openai elasticsearch scikit-learn pandas shuttleai

  Then write requirements.txt using pip list --format=freeze > requirements.txt
  • Running ElasticSearch: use this command:

  docker run -it \
  --rm \
  --name elasticsearch \
  -m 4GB \
  -p 9200:9200 \
  -p 9300:9300 \
  -e "discovery.type=single-node" \
  -e "xpack.security.enabled=false" \
  docker.elastic.co/elasticsearch/elasticsearch:8.4.3