Update README.md

README.md

@@ -1305,7 +1305,6 @@ You can also use the model to perform cross-lingual search: Enter your search qu
 ##  Loading the dataset
 
 ### Loading the document embeddings
-The `corpus` split contains all document embeddings of the corpus.
 
 You can either load the dataset like this:
 ```python
@@ -1335,7 +1334,6 @@ A full search example (on the first 1,000 paragraphs):
 from datasets import load_dataset
 import numpy as np
 import cohere
-import os
 
 co = cohere.Client("YOUR_COHERE_API_KEY")  # Add your cohere API key from www.cohere.com
 lang = "simple"