jddlmZddlmZmZmZmZmZddlm Z m Z ddl m Z ddl mZddlmZeGddeZGd d e Zy ) )abstractmethod)AnyOptionalProtocolSequenceruntime_checkable)AsyncCallbackManagerForToolRunCallbackManagerForToolRun)BaseTool)Field) TrainResultcXeZdZdZedeededefdZ edeededefdZ y) TrainableLLMz'Protocol for trainable language models.inputskwargsreturnc yNselfrrs q/var/www/html/Fitness-lenito-AI-main/venv/lib/python3.12/site-packages/langchain_community/tools/memorize/tool.pytrain_unsupervisedzTrainableLLM.train_unsuperviseds c Kywrrrs ratrain_unsupervisedz TrainableLLM.atrain_unsuperviseds sN) __name__ __module__ __qualname____doc__rrstrrr rrrrrrrsk1       rrceZdZUdZdZeed<dZeed<eZ e ed< d ded e e d efd Z d ded e ed efd Zy)Memorizez"Tool that trains a language model.memorizenamezUseful whenever you observed novel information from previous conversation history, i.e., another tool's action outputs or human comments. The action input should include observed information in detail, then the tool will fine-tune yourself to remember it. descriptionllmNinformation_to_learn run_managerrcJ|jj|f}d|dSNzTrain complete. Loss: loss)r'rrr(r) train_results r_runz Memorize._run.s/ xx224H3JK ' V(<'=>>rcfK|jj|fd{}d|dS7 wr+)r'rr-s r_arunzMemorize._arun6s< "XX99;O:QRR ' V(<'=>>Ss 1/ 1r)rrrr r%r!__annotations__r&r r'rrr r/r r1rrrr#r#!s,D# @C <@?!?78? ?AE?!?<=? ?rr#N)abcrtypingrrrrrlangchain_core.callbacksr r langchain_core.toolsr pydanticr $langchain_community.llms.gradient_air rr#rrrr9sEGG*<8$?x?r