utkarsharma2 commented on code in PR #38465:
URL: https://github.com/apache/airflow/pull/38465#discussion_r1607933073


##########
airflow/providers/cohere/hooks/cohere.py:
##########
@@ -46,23 +59,34 @@ def __init__(
         conn_id: str = default_conn_name,
         timeout: int | None = None,
         max_retries: int | None = None,
+        request_options: dict | None = None,
     ) -> None:
         super().__init__()
         self.conn_id = conn_id
         self.timeout = timeout
         self.max_retries = max_retries
+        self.request_options = request_options
+        if self.max_retries:
+            warnings.warn(
+                "Argument `max_retries` is deprecated. Please use 
`request_options` dict for function-specific request configuration instead.",
+                AirflowProviderDeprecationWarning,
+                stacklevel=2,
+            )
+            self.request_options = (
+                {"max_retries": self.max_retries}
+                if self.request_options is None
+                else self.request_options.update({"max_retries": 
self.max_retries})
+            )
 
     @cached_property
     def get_conn(self) -> cohere.Client:  # type: ignore[override]
         conn = self.get_connection(self.conn_id)
-        return cohere.Client(
-            api_key=conn.password, timeout=self.timeout, 
max_retries=self.max_retries, api_url=conn.host
-        )
+        return cohere.Client(api_key=conn.password, timeout=self.timeout, 
base_url=conn.host)
 
     def create_embeddings(
         self, texts: list[str], model: str = "embed-multilingual-v2.0"
-    ) -> list[list[float]]:
-        response = self.get_conn.embed(texts=texts, model=model)
+    ) -> list[list[float]] | cohere.EmbedByTypeResponseEmbeddings:

Review Comment:
   I think return type should be just `EmbedResponse` 
[ref](https://github.com/cohere-ai/cohere-python/blob/ee899df546000356b9d0c2a807a083ccfcd719d4/src/cohere/client.py#L123C10-L123C23).
 Is there any case where we will still return list[list[float]]? 



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