Update Docs (#3520)

docs/platform/features/multimodal-support.mdx

@@ -5,7 +5,7 @@ icon: "image"
 iconType: "solid"
 ---
 
-Mem0 extends its capabilities beyond text by supporting multimodal data, including images and documents. With this feature, users can seamlessly integrate visual and document content into their interactions—allowing Mem0 to extract relevant information from various media types and enrich the memory system.
+Mem0 extends its capabilities beyond text by supporting multimodal data, including images and documents. With this feature, users can seamlessly integrate visual and document content into their interactions, allowing Mem0 to extract relevant information from various media types and enrich the memory system.
 
 ## How It Works
 
@@ -101,7 +101,7 @@ Mem0 currently supports the following media types:
 
 ### 1. Images
 
-#### Using an Image URL (Recommended)
+#### Using an Image URL
 
 You can include an image by providing its direct URL. This method is simple and efficient for online images.
 
@@ -124,7 +124,7 @@ client.add([image_message], user_id="alice")
 
 #### Using Base64 Image Encoding for Local Files
 
-For local images—or when embedding the image directly is preferable—you can use a Base64-encoded string.
+For local images or when embedding the image directly is preferable, you can use a Base64-encoded string.
 
 <CodeGroup>
 ```python Python