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
```