Update README.md

README.md

@@ -2617,6 +2617,10 @@ model-index:
 <b>The text embedding set trained by <a href="https://jina.ai/"><b>Jina AI</b></a>.</b>
 </p>
 
+## Quick Start
+
+The easiest way to starting using `jina-embeddings-v2-small-en` is to use Jina AI's [Embedding API](https://jina.ai/embeddings/).
+
 
 ## Intended Usage & Model Info
 
@@ -2703,9 +2707,10 @@ embeddings = model.encode(
 )
 ```
 
-## Fully-managed Embeddings Service
+## Alternatives to Using Transformers Package
 
-Alternatively, you can use Jina AI's [Embeddings platform](https://jina.ai/embeddings/) for fully-managed access to Jina Embeddings models.
+1. _Managed SaaS_: Get started with a free key on Jina AI's [Embedding API](https://jina.ai/embeddings/). 
+2. _Private and high-performance deployment_: Get started by picking from our suite of models and deploy them on [AWS Sagemaker](https://aws.amazon.com/marketplace/seller-profile?id=seller-stch2ludm6vgy).
 
 ## RAG Performance