create_knowledge_base.py

import pandas as pd

import numpy as np

from sentence_transformers import SentenceTransformer

import faiss

import pickle

from datasets import load_dataset

import os



# Write the code below
def create_ecommerce_knowledge_base() {
  print("Loading Bitext e-commerce dataset...") 
  # Load the dataset 
  dataset = load_dataset("bitext/Bitext-customer-support-llm-chatbot-training-dataset") 
  print(f"Dataset loaded: {len(dataset['train'])} examples") 
}

# Don't remove the following code

if __name__ == "__main__":

    create_ecommerce_knowledge_base()