diff --git a/.gitignore b/.gitignore
index e1c2d340ff..154f424daf 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,3 +6,4 @@ common/build/
 ml-algorithms/build/
 plugin/build/
 .DS_Store
+*/bin/
diff --git a/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md b/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md
index 901b257eb5..b6d07440f9 100644
--- a/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md
+++ b/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md
@@ -24,7 +24,9 @@ POST /_plugins/_ml/connectors/_create
       "headers": {
         "Authorization": "Bearer ${credential.cohere_key}"
       },
-      "request_body": "{ \"texts\": ${parameters.texts}, \"truncate\": \"${parameters.truncate}\", \"model\": \"${parameters.model}\" }"
+      "request_body": "{ \"texts\": ${parameters.texts}, \"truncate\": \"${parameters.truncate}\", \"model\": \"${parameters.model}\" }", 
+      "pre_process_function": "connector.pre_process.cohere.embedding",
+      "post_process_function": "connector.post_process.cohere.embedding"
     }
   ]
 }