FAISS is a must for building RAG applications!

Code on github: https://gist.github.com/KostyaCholak/ff450d72f81298589793c3972f945de9

Random Forest Classifier in 5 steps using scikit-learn:

1. Import the libraries
2. Load the dataset
3. Create features (X) and target (y)
4. Initialize the model
5. Fit the model to the data

Check out the code on GitHub

Read more in my blog:
https://kostyanuman.substack.com/