Update README.md

README.md

@@ -13,13 +13,23 @@ configs:
 size_categories:
 - 100K<n<1M
 ---
+
+##  Loading dataset without vector embeddings
+
+You can load the raw dataset without vectors, like this:
+
+```python
+from datasets import load_dataset
+dataset = load_dataset("weaviate/wiki-sample", split="train", streaming=True)
+```
+
 ##  Loading dataset with vector embeddings
 
-You can load the dataset like this:
+You can also load the dataset with vectors, like this:
 
 ```python
 from datasets import load_dataset
-dataset = load_dataset("weaviate/wiki-sample", "openai-text-embedding-3-small", streaming=True)
+dataset = load_dataset("weaviate/wiki-sample", "openai-text-embedding-3-small", split="train", streaming=True)
 # dataset = load_dataset("weaviate/wiki-sample", "snowflake-arctic-embed", split="train", streaming=True)
 
 for item in dataset: