Ng ddlmZmZdeeeeeffdeeeeeeeffffdZdededefdZdS) )DictUnioninputreturnc" ddl}n#t$rtdwxYwt|tr+||g}|jd|jdSt|tryt}|D]}| ||||}|j}d}t}|D]}||||<|dz }||jdStdt|)a Sanitize input string or dict of strings by replacing sensitive data with placeholders. It returns the sanitized input string or dict of strings and the secure context as a dict following the format: { "sanitized_input": , "secure_context": } The secure context is a bytes object that is needed to de-sanitize the response from the LLM. Args: input: Input string or dict of strings. Returns: Sanitized input string or dict of strings and the secure context as a dict following the format: { "sanitized_input": , "secure_context": } The `secure_context` needs to be passed to the `desanitize` function. Raises: ValueError: If the input is not a string or dict of strings. ImportError: If the `opaqueprompts` Python package is not installed. rNhCould not import the `opaqueprompts` Python package, please install it with `pip install opaqueprompts`.)sanitized_inputsecure_contextzUnexpected input type ) opaqueprompts ImportError isinstancestrsanitizesanitized_textsr dictlistappend ValueErrortype) ropsanitize_responsevalueskeysanitize_values_responsesanitized_input_valuesidxr s g/var/www/html/ai-engine/env/lib/python3.11/site-packages/langchain_community/utilities/opaqueprompts.pyrrshD """""     B    % 13eW1E1E0@C/>   %  & &C MM%* % % % %9; F8K8K ":!I&&  C#9##>OC 1HCC /6E   ;d5kk;; < <<!sanitized_textr c ddl}n#t$rtdwxYw|||}|jS)z Restore the original sensitive data from the sanitized text. Args: sanitized_text: Sanitized text. secure_context: Secure context returned by the `sanitize` function. Returns: De-sanitized text. rNr)r r desanitizedesanitized_text)r r rdesanitize_responses rr"r"Qso """""     B    2422  //rN)typingrrrrbytesr"rr)sJ= d38n$ %J= #uS$sCx.() )*J=J=J=J=Z0s0E0c000000r(