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()