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Python: Introducing Local MCP Servers (#389)

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* mcp parts

* mcp parts 2

* removed structured output in favor of handling in chatresponse, mcp as AITool and running samples

* updated naming

* fixed test
This commit is contained in:
Eduard van Valkenburg
2025-08-13 11:48:22 +02:00
committed by GitHub
Unverified
parent 80b0920e58
commit ad3d8171bf
20 changed files with 1970 additions and 298 deletions
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python/packages/main/agent_framework/openai/_assistants_client.py
+2 -1
View File
@@ -144,7 +144,8 @@ class OpenAIAssistantsClient(OpenAIConfigBase, ChatClientBase):
**kwargs: Any,
) -> ChatResponse:
return await ChatResponse.from_chat_response_generator(
updates=self._inner_get_streaming_response(messages=messages, chat_options=chat_options, **kwargs)
updates=self._inner_get_streaming_response(messages=messages, chat_options=chat_options, **kwargs),
output_format_type=chat_options.response_format,
)
async def _inner_get_streaming_response(
python/packages/main/agent_framework/openai/_chat_client.py
+5 -2
View File
@@ -61,7 +61,9 @@ class OpenAIChatClientBase(OpenAIHandler, ChatClientBase):
) -> ChatResponse:
options_dict = self._prepare_options(messages, chat_options)
try:
return self._create_chat_response(await self.client.chat.completions.create(stream=False, **options_dict))
return self._create_chat_response(
await self.client.chat.completions.create(stream=False, **options_dict), chat_options
)
except BadRequestError as ex:
if ex.code == "content_filter":
raise OpenAIContentFilterException(
@@ -143,7 +145,7 @@ class OpenAIChatClientBase(OpenAIHandler, ChatClientBase):
options_dict["response_format"] = type_to_response_format_param(chat_options.response_format)
return options_dict
def _create_chat_response(self, response: ChatCompletion) -> "ChatResponse":
def _create_chat_response(self, response: ChatCompletion, chat_options: ChatOptions) -> "ChatResponse":
"""Create a chat message content object from a choice."""
response_metadata = self._get_metadata_from_chat_response(response)
messages: list[ChatMessage] = []
@@ -166,6 +168,7 @@ class OpenAIChatClientBase(OpenAIHandler, ChatClientBase):
model_id=response.model,
additional_properties=response_metadata,
finish_reason=finish_reason,
response_format=chat_options.response_format,
)
def _create_chat_response_update(
python/packages/main/agent_framework/openai/_responses_client.py
+2 -2
View File
@@ -44,7 +44,6 @@ from .._types import (
FunctionCallContent,
FunctionResultContent,
HostedFileContent,
StructuredResponse,
TextContent,
TextSpanRegion,
UsageDetails,
@@ -605,7 +604,8 @@ class OpenAIResponsesClientBase(OpenAIHandler, ChatClientBase):
args["usage_details"] = usage_details
if structured_response:
args["value"] = structured_response
return StructuredResponse(**args)
elif chat_options.response_format:
args["response_format"] = chat_options.response_format
return ChatResponse(**args)
def _create_streaming_response_content(