昺hl dZddlZddlmZmZmZmZmZddlm Z m Z ddl m Z ddl mZmZmZddlmZddlmZdd lmZejeZd ed ed efd Zdeed efdZGddee ZdS)z#Wrapper around Minimax chat models.N)AnyDictListOptionalcast)AsyncCallbackManagerForLLMRunCallbackManagerForLLMRun) BaseChatModel) AIMessage BaseMessage HumanMessage) ChatResult) MinimaxCommon)enforce_stop_tokensmsg_typetextreturnc ||dS)N) sender_typer)rrs o/var/www/html/services/rag-service/venv/lib/python3.11/site-packages/langchain_community/chat_models/minimax.py_parse_messagers#T 2 22historyc(g}|D]}tt|j}t|tr#|t d|t|tr#|t d||S)z*Parse a sequence of messages into history.USERBOT)rstrcontent isinstancer appendrr )r chat_historymessagers r_parse_chat_historyr$sL@@sGO,, g| , , A   vw ? ? @ @ @ gy ) ) @   ug > > ? ? ? rc eZdZdZ d deedeeedeede de f dZ d deedeeedee de de f d Z dS) MiniMaxChataWrapper around Minimax large language models. To use, you should have the environment variable ``MINIMAX_GROUP_ID`` and ``MINIMAX_API_KEY`` set with your API token, or pass it as a named parameter to the constructor. Example: .. code-block:: python from langchain_community.chat_models import MiniMaxChat llm = MiniMaxChat(model_name="abab5-chat") Nmessagesstop run_managerkwargsrc |stdt|}|j}||d<|j|}||nt ||S)aGenerate next turn in the conversation. Args: messages: The history of the conversation as a list of messages. Code chat does not support context. stop: The list of stop words (optional). run_manager: The CallbackManager for LLM run, it's not used at the moment. Returns: The ChatResult that contains outputs generated by the model. Raises: ValueError: if the last message in the list is not from human. z:You should provide at least one message to start the chat!r') ValueErrorr$_default_params_clientpostr)selfr'r(r)r*rpayloadrs r _generatezMiniMaxChat._generate6sr( L &h//&% |  ))|tt) II{#ItCy!I67 I  I  IIIIF%)?C   {#  tCy!  ;<           rr&)r9loggingtypingrrrrrlangchain_core.callbacksrr *langchain_core.language_models.chat_modelsr langchain_core.messagesr r r langchain_core.outputsr langchain_community.llms.minimaxrlangchain_community.llms.utilsr getLoggerr6loggerrrr$r&rrrrDs}))22222222222222EDDDDD .-----::::::>>>>>>  8 $ $3S333333 k!2 t    8 8 8 8 8 -8 8 8 8 8 r