jD$TdZddlZddlmZddlmZdZ d dededefd Zdedefd Z y) a This module converts between AIMessage output formats for the Responses API. ChatOpenAI v0.3 stores reasoning and tool outputs in AIMessage.additional_kwargs: .. code-block:: python AIMessage( content=[ {"type": "text", "text": "Hello, world!", "annotations": [{"type": "foo"}]} ], additional_kwargs={ "reasoning": { "type": "reasoning", "id": "rs_123", "summary": [{"type": "summary_text", "text": "Reasoning summary"}], }, "tool_outputs": [ { "type": "web_search_call", "id": "websearch_123", "status": "completed", } ], "refusal": "I cannot assist with that.", }, response_metadata={"id": "resp_123"}, id="msg_123", ) To retain information about response item sequencing (and to accommodate multiple reasoning items), ChatOpenAI now stores these items in the content sequence: .. code-block:: python AIMessage( content=[ { "type": "reasoning", "summary": [{"type": "summary_text", "text": "Reasoning summary"}], "id": "rs_123", }, { "type": "text", "text": "Hello, world!", "annotations": [{"type": "foo"}], "id": "msg_123", }, {"type": "refusal", "refusal": "I cannot assist with that."}, {"type": "web_search_call", "id": "websearch_123", "status": "completed"}, ], response_metadata={"id": "resp_123"}, id="resp_123", ) There are other, small improvements as well-- e.g., we store message IDs on text content blocks, rather than on the AIMessage.id, which now stores the response ID. For backwards compatibility, this module provides functions to convert between the old and new formats. The functions are used internally by ChatOpenAI. N)Union) AIMessage__openai_function_call_ids__message has_reasoningreturnc t|jtrg}|jD]P}t|tr+|j ddk(rH|j dd}|r$|j dd}|j dd}||j d<q|j ddvrz/_convert_from_v03_ai_message..s=_ 1d#_sc3:K|]}|jvywr5)r#)r6itemrs r1r8z/_convert_from_v03_ai_message..s(  G-- -sr rrrr r) r rrrrrrrrr)r rr rrnameargsF) ensure_ascii)r r; argumentsrN)rr#r )updatedeep)rrrallanyr%r r)r*response_metadatar!r#r$r copy tool_callsjsondumpsextendr" model_copy)r response_idis_chatopenai_v03 content_orderkeybucketsunknown_blocksr rr, block_copyfunction_call_ids tool_callr_idrr+new_additional_kwargsnew_ids` r1_convert_from_v03_ai_messagerVs 7??D) > =W__= =  *     wzz3 ' 0 %%f- 0 ' 9 9 = =d CC 0;, 0&&w/%*  M 4AA=CR=GAN--11+>>y> ##I.++// ::w: !!9"IJ eT "uyy'8F'BJ'**c*wzz/D/DV/L#*:: 4 FO " ": .  ! !% (! 11556PQ'' #f%If$5EJ    ($((49 9C 9"%M$  '' 6(,,00DL eT "uyy/@(@(@cWn CL   &  ! !% ( K73<(~& !:!:;k40i.nd3 w(((**40   "!6   y Bs! N3)F) __doc__rFtypingrlangchain_core.messagesrr%boolr2rVr1r]sY=~ -;/4E E'+EEPo)o or\