Apply suggestions from code review

Co-authored-by: Nathan Bower <[email protected]>
Signed-off-by: kolchfa-aws <[email protected]>

_posts/2025-01-28-OpenSearch-Now-Supports-DeepSeek-Chat-Models.md

@@ -260,10 +260,10 @@ The response contains the model output:
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 ## Tutorials
-Following are the tutorials for integrating retrieval-augmented generation (RAG) in Amazon OpenSearch with [DeepSeek Chat Model](https://api-docs.deepseek.com/api/create-chat-completion) and [DeepSeek R1 Model](https://huggingface.co/deepseek-ai/DeepSeek-R1):
+The following tutorials guide you through integrating RAG in OpenSearch with the [DeepSeek chat model](https://api-docs.deepseek.com/api/create-chat-completion) and [DeepSeek R1 model](https://huggingface.co/deepseek-ai/DeepSeek-R1):
 - [OpenSearch + DeepSeek Service API](https://github.com/opensearch-project/ml-commons/blob/main/docs/tutorials/aws/RAG_with_DeepSeek_Chat_model.md)
-- [OpenSearch + DeepSeek on Bedrock](https://github.com/opensearch-project/ml-commons/blob/main/docs/tutorials/aws/RAG_with_DeepSeek_R1_model_on_Bedrock.md)
-- [OpenSearch + DeepSeek on Sagemaker](https://github.com/opensearch-project/ml-commons/blob/main/docs/tutorials/aws/RAG_with_DeepSeek_R1_model_on_Sagemaker.md)
+- [OpenSearch + DeepSeek on Amazon Bedrock](https://github.com/opensearch-project/ml-commons/blob/main/docs/tutorials/aws/RAG_with_DeepSeek_R1_model_on_Bedrock.md)
+- [OpenSearch + DeepSeek on Amazon SageMaker](https://github.com/opensearch-project/ml-commons/blob/main/docs/tutorials/aws/RAG_with_DeepSeek_R1_model_on_Sagemaker.md)
 
 ## Wrapping up