9|h10dZddlmZmZmZmZddlmZddlm Z ddl m Z ddl m Z ddlmZddlmZdd lmZdd lmZdd lmZdd lmZmZmZGd deZej:ddfde de dedeededef dZ ej:ej:ddddddddf ddde de de dededee dee d ee deed!e!d"ed#ee!dedefd$Z"ej:ejFdd%ddfde d&e d'e ded(ed)ee deededefd*Z$ d-de d+edeedede f d,Z%y).zLoad summarizing chains.)AnyMappingOptionalProtocol) Callbacks)BaseLanguageModel)BasePromptTemplate)BaseCombineDocumentsChain)MapReduceDocumentsChain)ReduceDocumentsChain)RefineDocumentsChain)StuffDocumentsChain)LLMChain)map_reduce_promptrefine_prompts stuff_promptc$eZdZdZdededefdZy)LoadingCallablez2Interface for loading the combine documents chain.llmkwargsreturnc y)z-Callable to load the combine documents chain.N)selfrrs _/var/www/html/test/engine/venv/lib/python3.12/site-packages/langchain/chains/summarize/chain.py__call__zLoadingCallable.__call__sN)__name__ __module__ __qualname____doc__rrr rrrrrrs"<<$<03< ",s   I #K  L2=    #>  %+ ,!&#  $B 2 7!/1  # 5@     rexisting_answerquestion_prompt refine_promptinitial_response_name refine_llmc ht|||}|xs|} t| ||} td|| |||d|S)Nr')initial_llm_chainrefine_llm_chainr$rBr%r)rr ) rr@rAr$rBrCr%r initial_chain _refine_llm refine_chains r_load_refine_chainrJtsU_gNM#K M7SL  '%53     r chain_typec tttd}||vrtd|d|j |||fd|i|S)aLoad summarizing chain. Args: llm: Language Model to use in the chain. chain_type: Type of document combining chain to use. Should be one of "stuff", "map_reduce", and "refine". verbose: Whether chains should be run in verbose mode or not. Note that this applies to all chains that make up the final chain. Returns: A chain to use for summarizing. )stuff map_reducerefinezGot unsupported chain type: z. Should be one of r%)r)r>rJr8keys)rrKr%rloader_mappings rload_summarize_chainrRsi&#,$5N '*:,7 . 3 3 56 8   &>* %c E7 Ef EEr)rMN)&r!typingrrrrlangchain_core.callbacksrlangchain_core.language_modelsrlangchain_core.promptsr 'langchain.chains.combine_documents.baser -langchain.chains.combine_documents.map_reducer )langchain.chains.combine_documents.reducer )langchain.chains.combine_documents.refiner (langchain.chains.combine_documents.stuffrlangchain.chains.llmrlangchain.chains.summarizerrrrPROMPTstrboolr)intr> REFINE_PROMPTrJrRrrrrcsE33.<5MQJJH)VV