Update blueprint links (opensearch-project#6396)

Clarification of Customer Comment # 20230525 (opensearch-project#6374)

* 20230525 clarificaton for customer comment on refernes to kibana



* 20230525 clarificaton for customer comment on refernes to kibana - scentance clarification



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Add searchbp metrics to Performance Analyzer (opensearch-project#5390)

* added searchbp metrics



* Update reference.md



* Update reference.md



* Apply suggestions from code review




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Add documentation for new reranking feature in 2.12 (opensearch-project#6368)

* Create reranking.md

document new reranking feature in 2.12



* Doc review and address comments



* Apply suggestions from code review




* Update _search-plugins/search-pipelines/rerank-processor.md




* Update _search-plugins/search-pipelines/rerank-processor.md




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Add Query Insights documentation (opensearch-project#6261)

* Query Insights initial documentation



* Doc review



* update endpoints and remove exporters



* Moved query insights to additional plugins section



* Added installation instructions



* Apply suggestions from code review




* editorial comments



* Resolve merge conflicts



* merge conflicts and link fix



* Fix link



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Add Running a Workload (opensearch-project#6287)

* Add Running a Workload draft



* Apply suggestions from code review



* Update running-workloads.md



* Update _benchmark/user-guide/running-workloads.md



* Fix link



* Add additional missing link



* Add running workloads



* Apply suggestions from code review



* Apply suggestions from code review




* Apply suggestions from code review




* Add numbered steps



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Signed-off-by: Naarcha-AWS <[email protected]>
Signed-off-by: Naarcha-AWS <[email protected]>
Signed-off-by: Tianjing Li <[email protected]>
Co-authored-by: Melissa Vagi <[email protected]>
Co-authored-by: Nathan Bower <[email protected]>
Co-authored-by: kolchfa-aws <[email protected]>

_ml-commons-plugin/remote-models/connectors.md

@@ -41,8 +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/) | 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)
+[Cohere](https://cohere.com/) | [Text Embedding models](https://docs.cohere.com/reference/embed) | [Blueprint](https://github.com/opensearch-project/ml-commons/blob/2.x/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md)
+[Cohere](https://cohere.com/) | [Chat models](https://docs.cohere.com/reference/chat) | [Blueprint](https://github.com/opensearch-project/ml-commons/blob/main/docs/remote_inference_blueprints/cohere_connector_chat_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)
@@ -224,7 +224,7 @@ POST /_plugins/_ml/connectors/_create
   "version": "<YOUR CONNECTOR VERSION>",
   "protocol": "http",
   "credential": {
-    "cohere_key": "<YOUR Cohere API KEY HERE>"
+    "cohere_key": "<YOUR COHERE API KEY HERE>"
   },
   "parameters": {
     "model": "embed-english-v2.0",