dhSSKrSSKJrJrJrJr SSKJr SSKJ r SSK J r SSK J r SSKJrJr SSKJr \R&"\5r"S S \ 5rg) N)AnyDictListOptional)CallbackManagerForLLMRun)BaseLanguageModel)LLM) AIMessage)get_from_dict_or_envpre_init) ConfigDictc \rSrSr%Sr\\S'\"SS9r\ S\ S\ 4Sj5r SS \ S \ \\ S \ \S \S\ 4 Sjjr\S\ 4Sj5rSrg ) OpaquePromptsa>LLM that uses OpaquePrompts to sanitize prompts. Wraps another LLM and sanitizes prompts before passing it to the LLM, then de-sanitizes the response. To use, you should have the ``opaqueprompts`` python package installed, and the environment variable ``OPAQUEPROMPTS_API_KEY`` set with your API key, or pass it as a named parameter to the constructor. Example: .. code-block:: python from langchain_community.llms import OpaquePrompts from langchain_community.chat_models import ChatOpenAI op_llm = OpaquePrompts(base_llm=ChatOpenAI()) base_llmforbid)extravaluesreturncSSKnURc [S5e[ USSSS9nU(d [S 5eU$![a [S5ef=f) zFValidates that the OpaquePrompts API key and the Python package exist.rNzhCould not import the `opaqueprompts` Python package, please install it with `pip install opaqueprompts`.zMCould not properly import `opaqueprompts`, opaqueprompts.__package__ is None.opaqueprompts_api_keyOPAQUEPROMPTS_API_KEY)defaultzCould not find OPAQUEPROMPTS_API_KEY in the environment. Please set it to your OpaquePrompts API key.You can get it by creating an account on the OpaquePrompts website: https://opaqueprompts.opaque.co/ .) opaqueprompts ImportError __package__ ValueErrorr )clsropapi_keys ^/var/www/html/shao/venv/lib/python3.13/site-packages/langchain_community/llms/opaqueprompts.pyvalidate_environment"OpaquePrompts.validate_environment(s  & >> !5  ' +-Db 5   + F  s >ANpromptstop run_managerkwargsc fSSKnU=(d [R"5nURU/5nURSnUR R US9RU5n [U [5(a U Rn URU URS9n U R$)aCall base LLM with sanitization before and de-sanitization after. Args: prompt: The prompt to pass into the model. Returns: The string generated by the model. Example: .. code-block:: python response = op_llm.invoke("Tell me a joke.") rN)r&)secure_context)rrget_noop_managersanitizesanitized_textsrbindinvoke isinstancer content desanitizer*desanitized_text) selfr%r&r'r(r _run_managersanitize_responsesanitized_prompt_value_str llm_responsedesanitize_responses r"_callOpaquePrompts._callDs( #"Q&>&O&O&Q 24fX1F%6%F%Fq%I"}}))t)4;; &  lI . .'//L68]] ,;;6C6 #333cg)zCReturn type of LLM. This is an override of the base class method. r)r4s r" _llm_typeOpaquePrompts._llm_typeos r<r>)NN)__name__ __module__ __qualname____firstlineno____doc__r__annotations__r model_configr rr#strrrrrr:propertyr?__static_attributes__r>r<r"rrs$ L$4<%):> )4)4tCy!)467 )4  )4 )4V3r<r)loggingtypingrrrrlangchain_core.callbacksrlangchain_core.language_modelsr#langchain_core.language_models.llmsr langchain_core.messagesr langchain_core.utilsr r pydanticr getLoggerrAloggerrr>r<r"rUs>,,=<3-?   8 $gCgr<