Update README.md

README.md

@@ -25,7 +25,10 @@ This dataset contains product metadata from Amazon, filtered to include only pro
 
 ## Data Source
 
-The data is sourced from [Amazon Reviews 2023](https://amazon-reviews-2023.github.io/). It includes product information across multiple categories, with embeddings created using the `text-embedding-3-small` model.
+The data is sourced from [Amazon Reviews 2023](https://amazon-reviews-2023.github.io/). 
+It includes product information across multiple categories, with additional embeddings. 
+
+Embeddings were created from the **title** + **description** using the **text-embedding-3-small** model.
 
 ## Dataset Structure
 
@@ -80,7 +83,7 @@ The data is sourced from [Amazon Reviews 2023](https://amazon-reviews-2023.githu
 - **price (float64):** Price of the product.
 - **features (List[str]):** Features of the product.
 - **details (str):** Additional details of the product. The string is JSON serializable.
-- **embeddings (List[float64]):** Embeddings generated for the product using `text-embedding-3-small` model.
+- **embeddings (List[float64]):** Embeddings generated for the product using **text-embedding-3-small** model.
 - **image (str):** URL of the product image.
 
 ### Missing Values