diff --git a/_ml-commons-plugin/remote-models/connectors.md b/_ml-commons-plugin/remote-models/connectors.md
index e20af90f..6d77ad52 100644
--- a/_ml-commons-plugin/remote-models/connectors.md
+++ b/_ml-commons-plugin/remote-models/connectors.md
@@ -41,7 +41,8 @@ Platform | Model | Connector blueprint
 [Amazon Bedrock](https://aws.amazon.com/bedrock/) | [Anthropic Claude v2](https://aws.amazon.com/bedrock/claude/) | [Blueprint](https://github.com/opensearch-project/ml-commons/blob/2.x/docs/remote_inference_blueprints/bedrock_connector_anthropic_claude_blueprint.md)
 [Amazon Bedrock](https://aws.amazon.com/bedrock/) | [Titan Text Embeddings](https://aws.amazon.com/bedrock/titan/) | [Blueprint](https://github.com/opensearch-project/ml-commons/blob/2.x/docs/remote_inference_blueprints/bedrock_connector_titan_embedding_blueprint.md)
 [Amazon SageMaker](https://aws.amazon.com/sagemaker/) | Text embedding models | [Blueprint](https://github.com/opensearch-project/ml-commons/blob/2.x/docs/remote_inference_blueprints/sagemaker_connector_blueprint.md)
-[Cohere](https://cohere.com/) | Text embedding models (for example, `embed-english-v2.0`) | [Blueprint](https://github.com/opensearch-project/ml-commons/blob/2.x/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md)
+[Cohere](https://cohere.com/) | The `embed-english-v2.0` [text embedding model](https://docs.cohere.com/reference/embed) | [Blueprint](https://github.com/opensearch-project/ml-commons/blob/2.x/docs/remote_inference_blueprints/cohere_v2_connector_embedding_blueprint.md)
+[Cohere](https://cohere.com/) | The `embed-english-v3.0` [text embedding model](https://docs.cohere.com/reference/embed) | [Blueprint](https://github.com/opensearch-project/ml-commons/blob/2.x/docs/remote_inference_blueprints/cohere_v3_connector_embedding_blueprint.md)
 [OpenAI](https://openai.com/) | Chat models (for example, `gpt-3.5-turbo`) | [Blueprint](https://github.com/opensearch-project/ml-commons/blob/2.x/docs/remote_inference_blueprints/open_ai_connector_chat_blueprint.md)
 [OpenAI](https://openai.com/) | Completion models (for example, `text-davinci-003`) | [Blueprint](https://github.com/opensearch-project/ml-commons/blob/2.x/docs/remote_inference_blueprints/open_ai_connector_completion_blueprint.md)
 [OpenAI](https://openai.com/) | Text embedding models (for example, `text-embedding-ada-002`) | [Blueprint](https://github.com/opensearch-project/ml-commons/blob/2.x/docs/remote_inference_blueprints/openai_connector_embedding_blueprint.md)