o |q i5@sddlmZddlmZmZmZddlZddlmZddl m Z Gddde Z Gdd d e Z Gd d d e Z Gd d d e ZdS)) annotations)AnyDictOptionalN)CallbackManagerForToolRun)BaseToolc@feZdZUdZdZded<dZded<ded<ded<ded <d Zded < ddddZdddZ d S)CogniswitchKnowledgeRequesta!Tool that uses the Cogniswitch service to answer questions. name: str = "cogniswitch_knowledge_request" description: str = ( "A wrapper around cogniswitch service to answer the question from the knowledge base." "Input should be a search query." ) Zcogniswitch_knowledge_requeststrnamezYA wrapper around cogniswitch service to answer the question from the knowledge base. descriptioncs_token OAI_tokenapiKeyz@https://api.cogniswitch.ai:8243/cs-api/0.0.1/cs/knowledgeRequestapi_urlNquery run_manager#Optional[CallbackManagerForToolRun]returnDict[str, Any]cCs||j|j||j}|S)a Use the tool to answer a query. Args: query (str): Natural language query, that you would like to ask to your knowledge graph. run_manager (Optional[CallbackManagerForChainRun]): Manager for chain run callbacks. Returns: Dict[str, Any]: Output dictionary containing the 'response' from the service. ) answer_csr rr)selfrrresponserq/home/app/PaddleOCR-VL/.venv_paddleocr/lib/python3.10/site-packages/langchain_community/tools/cogniswitch/tool.py_runsz CogniswitchKnowledgeRequest._rundictcCs^|std|s td|std|std|||d}d|i}tj|j||d}|S)ac Send a query to the Cogniswitch service and retrieve the response. Args: cs_token (str): Cogniswitch token. OAI_token (str): OpenAI token. apiKey (str): OAuth token. query (str): Query to be answered. Returns: dict: Response JSON from the Cogniswitch service. zMissing cs_tokenzMissing OpenAI tokenzMissing cogniswitch OAuth tokenzMissing input query)r platformToken openAITokenrheadersdata) ValueErrorrequestspostrjson)rr rrrr r!rrrrr2s z%CogniswitchKnowledgeRequest.answer_csN)rr rrrr) r r rr rr rr rr) __name__ __module__ __qualname____doc__r __annotations__r rrrrrrrr s    r c@r)CogniswitchKnowledgeStatusaeTool that uses the Cogniswitch services to get the status of the document or url uploaded. name: str = "cogniswitch_knowledge_status" description: str = ( "A wrapper around cogniswitch services to know the status of the document uploaded from a url or a file. " "Input should be a file name or the url link" ) Zcogniswitch_knowledge_statusr r zlA wrapper around cogniswitch services to know the status of the document uploaded from a url or a file.r r rrzFhttps://api.cogniswitch.ai:8243/cs-api/0.0.1/cs/knowledgeSource/statusknowledge_status_urlN document_namerrrrcCs||}|S)a Use the tool to know the status of the document uploaded. Args: document_name (str): name of the document or the url uploaded run_manager (Optional[CallbackManagerForChainRun]): Manager for chain run callbacks. Returns: Dict[str, Any]: Output dictionary containing the 'response' from the service. )knowledge_status)rr.rrrrrris zCogniswitchKnowledgeStatus._runrcCs>||jd}|j|j|jd}tj|j||d}|jdkr|}t|d}|d}|dkr5d|d<n,|d kr>d |d<n#|d krGd |d<n|d krPd|d<n|dkrYd|d<n|dkrad|d<d| vrl| dd| vrw| dd| vr| dd| vr| dd| vr| d|Sd|jiS)a Use this function to know the status of the document or the URL uploaded Args: document_name (str): The document name or the url that is uploaded. Returns: dict: Response JSON from the Cogniswitch service. )ZdocNamerrrr)r paramsstatusrSUCCESS PROCESSINGZUPLOADEDFAILUREZUPLOAD_FAILUREZREJECTEDZfilePathZ savedFileNameZintegrationConfigIdZmetaDataZ docEntryIdmessage) r rrr#getr- status_coder%rkeyspop)rr.r1r rZ source_infoZ source_datar4rrrr/~sN                   z+CogniswitchKnowledgeStatus.knowledge_statusr&)r.r rrrr)r.r rr) r'r(r)r*r r+r r-rr/rrrrr,Ss    r,c@leZdZUdZdZded<dZded<ded<ded<ded <d Zded < ddddZdddZ d S)CogniswitchKnowledgeSourceFileaTool that uses the Cogniswitch services to store data from file. name: str = "cogniswitch_knowledge_source_file" description: str = ( "This calls the CogniSwitch services to analyze & store data from a file. If the input looks like a file path, assign that string value to file key. Assign document name & description only if provided in input." ) Z!cogniswitch_knowledge_source_filer r z This calls the CogniSwitch services to analyze & store data from a file. If the input looks like a file path, assign that string value to file key. Assign document name & description only if provided in input. r r rrzDhttps://api.cogniswitch.ai:8243/cs-api/0.0.1/cs/knowledgeSource/fileknowledgesource_fileNfile Optional[str]r.document_descriptionrrrrcC |sddiS|j|||d}|S)a Execute the tool to store the data given from a file. This calls the CogniSwitch services to analyze & store data from a file. If the input looks like a file path, assign that string value to file key. Assign document name & description only if provided in input. Args: file Optional[str]: The file path of your knowledge document_name Optional[str]: Name of your knowledge document document_description Optional[str]: Description of your knowledge document run_manager (Optional[CallbackManagerForChainRun]): Manager for chain run callbacks. Returns: Dict[str, Any]: Output dictionary containing the 'response' from the service. r=No input provided)rEr.rG store_data)rrEr.rGrrrrrrsz#CogniswitchKnowledgeSourceFile._runrcCsp|j|j|jd}|s d}|sd}|durdt|di}||d}tj|j|||d}|jdkr4|Sd d iS) a Store data using the Cogniswitch service. This calls the CogniSwitch services to analyze & store data from a file. If the input looks like a file path, assign that string value to file key. Assign document name & description only if provided in input. Args: file (Optional[str]): file path of your file. the current files supported by the files are .txt, .pdf, .docx, .doc, .html document_name (Optional[str]): Name of the document you are uploading. document_description (Optional[str]): Description of the document. Returns: dict: Response JSON from the Cogniswitch service. r0NrErb)Z documentNameZdocumentDescription)r r!filesr2r= Bad Request) rrr openr#r$rDr?r%)rrEr.rGr rNr!rrrrrKs, z)CogniswitchKnowledgeSourceFile.store_dataNNNN) rErFr.rFrGrFrrrr)rErFr.rFrGrFrr) r'r(r)r*r r+r rDrrKrrrrrCs    $rCc@rB)CogniswitchKnowledgeSourceURLaxTool that uses the Cogniswitch services to store data from a URL. name: str = "cogniswitch_knowledge_source_url" description: str = ( "This calls the CogniSwitch services to analyze & store data from a url. the URL is provided in input, assign that value to the url key. Assign document name & description only if provided in input" ) Z cogniswitch_knowledge_source_urlr r z This calls the CogniSwitch services to analyze & store data from a url. the URL is provided in input, assign that value to the url key. Assign document name & description only if provided in inputr r rrzChttps://api.cogniswitch.ai:8243/cs-api/0.0.1/cs/knowledgeSource/urlknowledgesource_urlNurlrFr.rGrrrrcCrH)a Execute the tool to store the data given from a url. This calls the CogniSwitch services to analyze & store data from a url. the URL is provided in input, assign that value to the url key. Assign document name & description only if provided in input. Args: url Optional[str]: The website/url link of your knowledge document_name Optional[str]: Name of your knowledge document document_description Optional[str]: Description of your knowledge document run_manager (Optional[CallbackManagerForChainRun]): Manager for chain run callbacks. Returns: Dict[str, Any]: Output dictionary containing the 'response' from the service. r=rI)rTr.rGrJ)rrTr.rGrrrrrr<sz"CogniswitchKnowledgeSourceURL._runrcCsb|j|j|jd}|s d}|sd}|sddiSd|i}tj|j||d}|jdkr-|SddiS) aE Store data using the Cogniswitch service. This calls the CogniSwitch services to analyze & store data from a url. the URL is provided in input, assign that value to the url key. Assign document name & description only if provided in input. Args: url (Optional[str]): URL link. document_name (Optional[str]): Name of the document you are uploading. document_description (Optional[str]): Description of the document. Returns: dict: Response JSON from the Cogniswitch service. r0rLr=rIrTrr2rO)rrr r#r$rSr?r%)rrTr.rGr r!rrrrrK_s( z(CogniswitchKnowledgeSourceURL.store_datarQ) rTrFr.rFrGrFrrrr)rTrFr.rFrGrFrr) r'r(r)r*r r+r rSrrKrrrrrR%s    #rR) __future__rtypingrrrr#Zlangchain_core.callbacksrZlangchain_core.toolsrr r,rCrRrrrrs   Ibp