NgbdZddlmZmZmZmZddlmZddlm Z ddl m Z m Z m Z eddd Gd d e Zd S) zUtil that calls Google Search.)AnyDictListOptional) deprecated)get_from_dict_or_env) BaseModel ConfigDictmodel_validatorz0.0.33z1.0z1langchain_google_community.GoogleSearchAPIWrapper)sinceremovalalternative_importc BeZdZUdZdZeed<dZee ed<dZ ee ed<dZ e ed<dZ eed <ed Zd e d edeefdZedededefdZde de fdZ dde de deee e fdeefdZdS)GoogleSearchAPIWrapperuYWrapper for Google Search API. Adapted from: Instructions adapted from https://stackoverflow.com/questions/ 37083058/ programmatically-searching-google-in-python-using-custom-search TODO: DOCS for using it 1. Install google-api-python-client - If you don't already have a Google account, sign up. - If you have never created a Google APIs Console project, read the Managing Projects page and create a project in the Google API Console. - Install the library using pip install google-api-python-client 2. Enable the Custom Search API - Navigate to the APIs & Services→Dashboard panel in Cloud Console. - Click Enable APIs and Services. - Search for Custom Search API and click on it. - Click Enable. URL for it: https://console.cloud.google.com/apis/library/customsearch.googleapis .com 3. To create an API key: - Navigate to the APIs & Services → Credentials panel in Cloud Console. - Select Create credentials, then select API key from the drop-down menu. - The API key created dialog box displays your newly created key. - You now have an API_KEY Alternatively, you can just generate an API key here: https://developers.google.com/custom-search/docs/paid_element#api_key 4. Setup Custom Search Engine so you can search the entire web - Create a custom search engine here: https://programmablesearchengine.google.com/. - In `What to search` to search, pick the `Search the entire Web` option. After search engine is created, you can click on it and find `Search engine ID` on the Overview page. N search_enginegoogle_api_key google_cse_id kF siterestrictforbid)extra search_termkwargsreturnc |j}|jr|}|jd||jd|}|dgS)N)qcxitems)rcserlistrexecuteget)selfrrr!ress g/var/www/html/ai-engine/env/lib/python3.11/site-packages/langchain_community/utilities/google_search.py_google_search_resultsz-GoogleSearchAPIWrapper._google_search_results@ss $$&&   %""$$CchF);FFvFFNNPPwww###before)modevaluesct|dd}||d<t|dd}||d< ddlm}n#t$rtdwxYw|dd | }||d <|S) z?Validate that api key and python package exists in environment.rGOOGLE_API_KEYr GOOGLE_CSE_IDr)buildzqgoogle-api-python-client is not installed. Please install it with `pip install google-api-python-client>=2.100.0` customsearchv1) developerKeyr)rgoogleapiclient.discoveryr0 ImportError)clsr,rrr0services r'validate_environmentz+GoogleSearchAPIWrapper.validate_environmentGs. $&6  $2 ,V_oVV "/  7 7 7 7 7 7 7     %>JJJ") s 5Aquerycg}|||j}t|dkrdS|D]!}d|vr||d"d|S)z0Run query through GoogleSearch and parse result.)numr&No good Google Search Result was foundsnippet )r(rlenappendjoin)r%r9snippetsresultsresults r'runzGoogleSearchAPIWrapper.runbs|--e-@@ w<<1  ;; 3 3FF""y 1222xx!!!r) num_results search_paramscg}|j|fd|i|pi}t|dkrddigS|D]7}|d|dd}d|vr |d|d<||8|S) aRun query through GoogleSearch and return metadata. Args: query: The query to search for. num_results: The number of results to return. search_params: Parameters to be passed on search Returns: A list of dictionaries with the following keys: snippet - The description of the result. title - The title of the result. link - The link to the result. r;rResultr<titlelink)rJrKr=)r(r?r@)r%r9rFrGmetadata_resultsrCrDmetadata_results r'rCzGoogleSearchAPIWrapper.resultsns&-$-   " '4':   w<<1  GHI I 5 5FvOF""-3I-> *  # #O 4 4 4 4r))N)__name__ __module__ __qualname____doc__rr__annotations__rrstrrrintrboolr model_configrdictr(r classmethodrr8rErCr r)r'rr s{ $$LM3$(NHSM(((#'M8C=''' AsKKKL$:L$#$$d$$$$_(###$3[$#2 " " " " " " 37 " " " "  S#X/ " d " " " " " " r)rN)rQtypingrrrrlangchain_core._api.deprecationrlangchain_core.utilsrpydanticr r r rr r)r'r]s$$,,,,,,,,,,,,666666555555;;;;;;;;;;   J A A A A A YA A  A A A r)