Python: Align docstrings with actual signatures

python/semantic_kernel/agents/bedrock/bedrock_agent.py

@@ -698,7 +698,6 @@ async def create_channel(self, thread_id: str | None = None) -> AgentChannel:
         """Create a ChatHistoryChannel.
 
         Args:
-            chat_history: The chat history for the channel. If None, a new ChatHistory instance will be created.
             thread_id: The ID of the thread. If None, a new thread will be created.
 
         Returns:

python/semantic_kernel/agents/orchestration/group_chat.py

@@ -201,7 +201,6 @@ async def filter_results(
 
         Args:
             chat_history (ChatHistory): The chat history of the group chat.
-            participant_descriptions (dict[str, str]): The descriptions of the participants in the group chat.
         """
         ...
 

python/semantic_kernel/connectors/ai/open_ai/exceptions/content_filter_ai_exception.py

@@ -31,7 +31,6 @@ def from_inner_error_result(cls, inner_error_results: dict[str, Any]) -> "Conten
         """Creates a ContentFilterResult from the inner error results.
 
         Args:
-            key (str): The key to get the inner error result from.
             inner_error_results (Dict[str, Any]): The inner error results.
 
         Returns:

python/semantic_kernel/contents/chat_message_content.py

@@ -235,9 +235,6 @@ def __str__(self) -> str:
     def to_element(self) -> "Element":
         """Convert the ChatMessageContent to an XML Element.
 
-        Args:
-            root_key: str - The key to use for the root of the XML Element.
-
         Returns:
             Element - The XML Element representing the ChatMessageContent.
         """

python/semantic_kernel/contents/streaming_chat_message_content.py

@@ -208,9 +208,6 @@ def __add__(self, other: "StreamingChatMessageContent") -> "StreamingChatMessage
     def to_element(self) -> "Element":
         """Convert the StreamingChatMessageContent to an XML Element.
 
-        Args:
-            root_key: str - The key to use for the root of the XML Element.
-
         Returns:
             Element - The XML Element representing the StreamingChatMessageContent.
         """

python/semantic_kernel/data/vector.py

@@ -1335,7 +1335,7 @@ async def get(
         """Get records based on the ordering and selection criteria.
 
         Args:
-            include_vectors: Include the vectors in the response. Default is True.
+            include_vectors: Include the vectors in the response. Default is False.
                 Some vector stores do not support retrieving without vectors, even when set to false.
                 Some vector stores have specific parameters to control that behavior, when
                 that parameter is set, include_vectors is ignored.
@@ -1370,7 +1370,7 @@ async def get(
 
         Args:
             key: The key to get.
-            include_vectors: Include the vectors in the response. Default is True.
+            include_vectors: Include the vectors in the response. Default is False.
                 Some vector stores do not support retrieving without vectors, even when set to false.
                 Some vector stores have specific parameters to control that behavior, when
                 that parameter is set, include_vectors is ignored.
@@ -1396,7 +1396,7 @@ async def get(
 
         Args:
             keys: The keys to get, if keys are provided, key is ignored.
-            include_vectors: Include the vectors in the response. Default is True.
+            include_vectors: Include the vectors in the response. Default is False.
                 Some vector stores do not support retrieving without vectors, even when set to false.
                 Some vector stores have specific parameters to control that behavior, when
                 that parameter is set, include_vectors is ignored.
@@ -1423,7 +1423,7 @@ async def get(
         Args:
             key: The key to get.
             keys: The keys to get, if keys are provided, key is ignored.
-            include_vectors: Include the vectors in the response. Default is True.
+            include_vectors: Include the vectors in the response. Default is False.
                 Some vector stores do not support retrieving without vectors, even when set to false.
                 Some vector stores have specific parameters to control that behavior, when
                 that parameter is set, include_vectors is ignored.

python/semantic_kernel/kernel.py

@@ -596,7 +596,6 @@ def as_mcp_server(
         These need to be set to the function name, without the plugin_name.
 
         Args:
-            kernel: The kernel instance to use.
             prompts: A list of prompt templates to expose as prompts.
             server_name: The name of the server.
             version: The version of the server.

python/semantic_kernel/memory/semantic_text_memory_base.py

@@ -98,8 +98,7 @@ async def search(
             collection (str): The collection to search in.
             query (str): The query to search for.
             limit (int): The maximum number of results to return. (default: {1})
-            min_relevance_score (float): The minimum relevance score to return. (default: {0.0})
-            with_embeddings (bool): Whether to return the embeddings of the results. (default: {False})
+            min_relevance_score (float): The minimum relevance score to return. (default: {0.7})
 
         Returns:
             List[MemoryQueryResult]: The list of MemoryQueryResult found.