>'h+\xddlZddlZddlmZddlmZddlmZm Z ddl m Z ddl m Z ddlmZdd lmZdd lmZdd lmZdd lmZdd lmZddlmZ ddlZej:j=dreddl m!ZejDejFdZ$GddZ%GddZ&y#e$rddlZY=wxYw)N)JSONDecodeError)ApiError)AsyncClientWrapperSyncClientWrapper)jsonable_encoder)remove_none_from_dict)UnprocessableEntityError)ChatApp)ChatAppResponse)HttpValidationError) InputMessage) LlmParameters)PresetCompositeRetrievalParamsz1..c,eZdZdefdZddddej edej edeje fdZ ddddej edej ed ed ed e d e de fd Zdede fdZddeeeddedej edej ed ej ed ej e d ej e de fdZdedej$fdZeddedej ejedej$fdZy)ChatAppsClientclient_wrapperc||_yN_client_wrapperselfrs m/home/kushmeetdev/Regenta/Chatbot/venv/lib/python3.12/site-packages/llama_cloud/resources/chat_apps/client.py__init__zChatAppsClient.__init__ -N project_idorganization_idrr returnc |jjjdtjj |jj ddt||d|jjd}d|jcxkrdkr  )'' -# -((_)Ey~~GWX X  C '*8+@+@ATV_VdVdVf+gh h S&^^-N9#8#8~NN Sy'<'<9>>R R Ss E+E,name retriever_id llm_configretrieval_configc |jjjdtjj |jj ddt||dt||||d|jjd}d|jcxkrd kr+nn(tjt|jS|jd k(r1ttjt |j |j}t%|j| #t"$r"t%|j|j& wxYw) a` Create a new chat app. Parameters: - project_id: typing.Optional[str]. - organization_id: typing.Optional[str]. - name: str. Name of the chat app - retriever_id: str. ID of the retriever to use for the chat app - llm_config: LlmParameters. Configuration for the LLM model to use for the chat app - retrieval_config: PresetCompositeRetrievalParams. Configuration for the retrieval model to use for the chat app --- from llama_cloud import ( CompositeRetrievalMode, LlmParameters, PresetCompositeRetrievalParams, ReRankConfig, ReRankerType, SupportedLlmModelNames, ) from llama_cloud.client import LlamaCloud client = LlamaCloud( token="YOUR_TOKEN", ) client.chat_apps.create_chat_app_api_v_1_apps_post( name="string", retriever_id="string", llm_config=LlmParameters( model_name=SupportedLlmModelNames.GPT_4_O, ), retrieval_config=PresetCompositeRetrievalParams( mode=CompositeRetrievalMode.ROUTING, rerank_config=ReRankConfig( type=ReRankerType.SYSTEM_DEFAULT, ), ), ) POSTr$r%rrCrDrErFr&r(r=r)r*r+r,r-r.rr2r3r4r5r6r7r rr8r/r9r:r r=r r rrr> rrr rCrDrErFr@rAs r!create_chat_app_api_v_1_apps_postz0ChatAppsClient.create_chat_app_api_v_1_apps_postDsCj((55==  LL D$8$8$E$E$G#H!JM Z( Wf)gh! $0",(8 ((446>  )'' -# -(()..2BC C  C '*8+@+@ATV_VdVdVf+gh h S&^^-N9#8#8~NN Sy'<'<9>>R R Ss D??+E*idc|jjjdtjj |jj dd||jjd}d|jcxkrdkr+nn(tjt|jS|jdk(r1ttjt|j |j}t!|j| #t$r"t!|j|j" wxYw) a# Get a chat app by ID. Parameters: - id: str. --- from llama_cloud.client import LlamaCloud client = LlamaCloud( token="YOUR_TOKEN", ) client.chat_apps.get_chat_app( id="string", ) r#r$ api/v1/apps/r&r)r*r+r,r-r.rr2r3r4r5r6r7r8r/r9r:r r=r r rrr>rrNr@rAs r get_chat_appzChatAppsClient.get_chat_apps" ((55==  LL D$8$8$E$E$G#H!Jl[]Z^L_ `((446 > )'' -# -(()..2BC C  C '*8+@+@ATV_VdVdVf+gh h S&^^-N9#8#8~NN Sy'<'<9>>R R Ss ?D&&+Err rCrErFc (i}|tur||d<|tur||d<|tur||d<|jjjdtj j |jjdd|t||dt||jjd }d |jcxkrd kr+nn(tjt|jS|jd k(r1t!tjt"|j |j} t'|j| #t$$r"t'|j|j( wxYw)a Update a chat app. Parameters: - id: str. - project_id: typing.Optional[str]. - organization_id: typing.Optional[str]. - name: typing.Optional[str]. - llm_config: typing.Optional[LlmParameters]. - retrieval_config: typing.Optional[PresetCompositeRetrievalParams]. --- from llama_cloud import ( CompositeRetrievalMode, LlmParameters, PresetCompositeRetrievalParams, ReRankConfig, ReRankerType, SupportedLlmModelNames, ) from llama_cloud.client import LlamaCloud client = LlamaCloud( token="YOUR_TOKEN", ) client.chat_apps.update_chat_app( id="string", llm_config=LlmParameters( model_name=SupportedLlmModelNames.GPT_4_O, ), retrieval_config=PresetCompositeRetrievalParams( mode=CompositeRetrievalMode.ROUTING, rerank_config=ReRankConfig( type=ReRankerType.SYSTEM_DEFAULT, ), ), ) rCrErFPUTr$rPrr&rJr+r,r-r.OMITrr2r3r4r5r6r7r rr8r/r9r:r r=r r rrr> rrNrr rCrErF_requestr@rAs rupdate_chat_appzChatAppsClient.update_chat_appsuh24 t #HV  T !%/H\ " 4 '+;H' (((55==  LL D$8$8$E$E$G#H!Jl[]Z^L_ `( Wf)gh!(+((446 >  )'' -# -(()..2BC C  C '*8+@+@ATV_VdVdVf+gh h S&^^-N9#8#8~NN Sy'<'<9>>R R Ss ?E&&+Fc|jjjdtjj |jj dd||jjd}d|jcxkrdkr5nn2tjtj|jS|jdk(r1ttjt|j |j}t#|j| #t $r"t#|j|j$ wxYw) a Parameters: - id: str. --- from llama_cloud.client import LlamaCloud client = LlamaCloud( token="YOUR_TOKEN", ) client.chat_apps.delete_chat_app( id="string", ) DELETEr$rPr&rQr+r,r-r.rr2r3r4r5r6r7r8r/r9r:r;Anyr=r r rrr>rSs rdelete_chat_appzChatAppsClient.delete_chat_apps&((55==  LL D$8$8$E$E$G#H!Jl[]Z^L_ `((446 > )'' -# -((Y^^5EF F  C '*8+@+@ATV_VdVdVf+gh h S&^^-N9#8#8~NN Sy'<'<9>>R R Ss D00+Emessagesrcc i}|tur||d<|jjjdtj j |jjdd|dt||jjd}d|jcxkrd kr5nn2tjtj|jS|jd k(r1t!tjt"|j |j}t'|j| #t$$r"t'|j|j( wxYw) an Chat with a chat app. Parameters: - id: str. - messages: typing.Optional[typing.List[InputMessage]]. --- from llama_cloud.client import LlamaCloud client = LlamaCloud( token="YOUR_TOKEN", ) client.chat_apps.chat_with_chat_app( id="string", ) rcrHr$rP/chatr&r=r)r*r+r,r-r.rYrr2r3r4r5r6r7rr8r/r9r:r;r`r=r r rrr>rrNrcr[r@rAs rchat_with_chat_appz!ChatAppsClient.chat_with_chat_appsH$24 4 #+HZ ((55==  LL D$8$8$E$E$G#H!Jl[]Z^^cLd e!(+((446 >  )'' -# -((Y^^5EF F  C '*8+@+@ATV_VdVdVf+gh h S&^^-N9#8#8~NN Sy'<'<9>>R R Ss #E +E5)__name__ __module__ __qualname__rrr;Optionalstrr<r rBrrr rMrTrYr\r`rarrirrrrs.*;.59bfO#__S1OKQ??[^K_O _ %OH,004 LOOOC(LO - LO  LO  LO"LO9LO LO\OsOwOH,004%)59LPKO KOOOC( KO  - KO ooc" KOOOM2KO!//*HIKO KOZO#O&**O<ei$OS$Ovv{{S_G`7a$Omsmwmw$Orrc,eZdZdefdZddddej edej edeje fdZ ddddej edej ed ed ed e d e de fd Zdede fdZddeeeddedej edej ed ej ed ej e d ej e de fdZdedej$fdZeddedej ejedej$fdZy)AsyncChatAppsClientrc||_yrrrs rrzAsyncChatAppsClient.__init__ErrNrrr r!c K|jjjdtjj |jj ddt||d|jjdd{}d|jcxkrd kr ..;;CC  LL D$8$8$E$E$G#H!JM Z( Wf)gh((446 D   )'' -# -((_)Ey~~GWX X  C '*8+@+@ATV_VdVdVf+gh h S&^^-N9#8#8~NN  Sy'<'<9>>R R Ss+B E; E BE;$E 4E; +E88E;rCrDrErFc K|jjjdtjj |jj ddt||dt||||d|jjdd{}d |jcxkrd kr+nn(tjt|jS|jd k(r1ttjt |j |j}t%|j| 7#t"$r"t%|j|j& wxYww) ap Create a new chat app. Parameters: - project_id: typing.Optional[str]. - organization_id: typing.Optional[str]. - name: str. Name of the chat app - retriever_id: str. ID of the retriever to use for the chat app - llm_config: LlmParameters. Configuration for the LLM model to use for the chat app - retrieval_config: PresetCompositeRetrievalParams. Configuration for the retrieval model to use for the chat app --- from llama_cloud import ( CompositeRetrievalMode, LlmParameters, PresetCompositeRetrievalParams, ReRankConfig, ReRankerType, SupportedLlmModelNames, ) from llama_cloud.client import AsyncLlamaCloud client = AsyncLlamaCloud( token="YOUR_TOKEN", ) await client.chat_apps.create_chat_app_api_v_1_apps_post( name="string", retriever_id="string", llm_config=LlmParameters( model_name=SupportedLlmModelNames.GPT_4_O, ), retrieval_config=PresetCompositeRetrievalParams( mode=CompositeRetrievalMode.ROUTING, rerank_config=ReRankConfig( type=ReRankerType.SYSTEM_DEFAULT, ), ), ) rHr$r%rrIr&rJNr+r,r-r.rKrLs rrMz5AsyncChatAppsClient.create_chat_app_api_v_1_apps_postisQj..;;CC  LL D$8$8$E$E$G#H!JM Z( Wf)gh! $0",(8 ((446D   )'' -# -(()..2BC C  C '*8+@+@ATV_VdVdVf+gh h S&^^-N9#8#8~NN/ * Sy'<'<9>>R R Ss+BE9E BE9"E 2E9 +E66E9rNcK|jjjdtjj |jj dd||jjdd{}d|jcxkrdkr+nn(tjt|jS|jd k(r1ttjt|j |j}t!|j| 7#t$r"t!|j|j" wxYww) a3 Get a chat app by ID. Parameters: - id: str. --- from llama_cloud.client import AsyncLlamaCloud client = AsyncLlamaCloud( token="YOUR_TOKEN", ) await client.chat_apps.get_chat_app( id="string", ) r#r$rPr&rQNr+r,r-r.rRrSs rrTz AsyncChatAppsClient.get_chat_apps0 ..;;CC  LL D$8$8$E$E$G#H!Jl[]Z^L_ `((446 D  )'' -# -(()..2BC C  C '*8+@+@ATV_VdVdVf+gh h S&^^-N9#8#8~NN  Sy'<'<9>>R R Ss+BE D0BE  D2E 2+EE rUc DKi}|tur||d<|tur||d<|tur||d<|jjjdtj j |jjdd|t||dt||jjd d {}d |jcxkrd kr+nn(tjt|jS|jd k(r1t!tjt"|j |j} t'|j| 7#t$$r"t'|j|j(wxYww)a Update a chat app. Parameters: - id: str. - project_id: typing.Optional[str]. - organization_id: typing.Optional[str]. - name: typing.Optional[str]. - llm_config: typing.Optional[LlmParameters]. - retrieval_config: typing.Optional[PresetCompositeRetrievalParams]. --- from llama_cloud import ( CompositeRetrievalMode, LlmParameters, PresetCompositeRetrievalParams, ReRankConfig, ReRankerType, SupportedLlmModelNames, ) from llama_cloud.client import AsyncLlamaCloud client = AsyncLlamaCloud( token="YOUR_TOKEN", ) await client.chat_apps.update_chat_app( id="string", llm_config=LlmParameters( model_name=SupportedLlmModelNames.GPT_4_O, ), retrieval_config=PresetCompositeRetrievalParams( mode=CompositeRetrievalMode.ROUTING, rerank_config=ReRankConfig( type=ReRankerType.SYSTEM_DEFAULT, ), ), ) rCrErFrWr$rPrr&rJNr+r,r-r.rXrZs rr\z#AsyncChatAppsClient.update_chat_appsh24 t #HV  T !%/H\ " 4 '+;H' (..;;CC  LL D$8$8$E$E$G#H!Jl[]Z^L_ `( Wf)gh!(+((446 D   )'' -# -(()..2BC C  C '*8+@+@ATV_VdVdVf+gh h S&^^-N9#8#8~NN!  Sy'<'<9>>R R Ss+CF E0BF  E2F 2+FF cK|jjjdtjj |jj dd||jjdd{}d|jcxkrdkr5nn2tjtj|jS|jd k(r1ttjt|j |j}t#|j| 7#t $r"t#|j|j$ wxYww) a Parameters: - id: str. --- from llama_cloud.client import AsyncLlamaCloud client = AsyncLlamaCloud( token="YOUR_TOKEN", ) await client.chat_apps.delete_chat_app( id="string", ) r^r$rPr&rQNr+r,r-r.r_rSs rraz#AsyncChatAppsClient.delete_chat_app$s4..;;CC  LL D$8$8$E$E$G#H!Jl[]Z^L_ `((446 D  )'' -# -((Y^^5EF F  C '*8+@+@ATV_VdVdVf+gh h S&^^-N9#8#8~NN  Sy'<'<9>>R R Ss+BE*D:BE*D<#E*<+E''E*rbrcc Ki}|tur||d<|jjjdtj j |jjdd|dt||jjdd{}d |jcxkrd kr5nn2tjtj|jS|jd k(r1t!tjt"|j |j}t'|j| 7#t$$r"t'|j|j( wxYww) a~ Chat with a chat app. Parameters: - id: str. - messages: typing.Optional[typing.List[InputMessage]]. --- from llama_cloud.client import AsyncLlamaCloud client = AsyncLlamaCloud( token="YOUR_TOKEN", ) await client.chat_apps.chat_with_chat_app( id="string", ) rcrHr$rPrer&rfNr+r,r-r.rgrhs rriz&AsyncChatAppsClient.chat_with_chat_appBsV(24 4 #+HZ ..;;CC  LL D$8$8$E$E$G#H!Jl[]Z^^cLd e!(+((446 D   )'' -# -((Y^^5EF F  C '*8+@+@ATV_VdVdVf+gh h S&^^-N9#8#8~NN  Sy'<'<9>>R R Ss+BFEBF-E=F+FF)rjrkrlrrr;rmrnr<r rBrrr rMrTrYr\r`rarrirorrrqrqDs.*<.59bfO#__S1OKQ??[^K_O _ %OH,004 LOOOC(LO - LO  LO  LO"LO9LO LO\OSOWOH,004%)59LPKO KOOOC( KO  - KO ooc" KOOOM2KO!//*HIKO KOZOO O>RV&O&O$*OOFKK 4M$N&O &Orrq)'r; urllib.parser4 json.decoderrcore.api_errorrcore.client_wrapperrrcore.jsonable_encoderrcore.remove_none_from_dictr !errors.unprocessable_entity_errorr types.chat_appr types.chat_app_responser types.http_validation_errorr types.input_messagertypes.llm_parametersr'types.preset_composite_retrieval_paramsrr9 __version__ startswith ImportError pydantic.v1v1castr`rYrrqrorrrs(&H5?I%6>/1U&&t," v{{6::s#bObOJ dOdOY s'B-- B98B9