dherSrSSKrSSKJrJrJrJr SSKrSSKrSSK J r SSK J r J r Jr Sr"SS\ 5rg) zWUtil that calls Metaphor Search API. In order to set this up, follow instructions at: N)AnyDictListOptionalget_from_dict_or_env) BaseModel ConfigDictmodel_validatorzhttps://api.metaphor.systemsc \rSrSr%Sr\\S'Sr\\S'\ "SS9r SS \S \S \ \ \S \ \ \S \ \S\ \S\ \S\ \S\ \ S\ \4Sjjr\"SS9\S\S\4Sj55rSS \S \S \ \ \S \ \ \S \ \S\ \S\ \S\ \S\ \ S\ \4SjjrSS \S \S \ \ \S \ \ \S \ \S\ \S\ \S\ \S\ \ S\ \4SjjrS\ \S\ \4SjrSrg)MetaphorSearchAPIWrapperz Wrapper for Metaphor Search API.metaphor_api_key kforbid)extraNquery num_resultsinclude_domainsexclude_domainsstart_crawl_dateend_crawl_datestart_published_dateend_published_dateuse_autopromptreturnc SUR0n UUUUUUUUU S. n [R"[S3U U S9n U R 5 U R 5n U S$)N X-Api-Key numResultsrincludeDomainsexcludeDomainsstartCrawlDate endCrawlDatestartPublishedDateendPublishedDate useAutoprompt/search)headersjsonresults)rrequestspostMETAPHOR_API_URLraise_for_statusr+)selfrrrrrrrrrr*paramsresponsesearch_resultss e/var/www/html/shao/venv/lib/python3.13/site-packages/langchain_community/utilities/metaphor_search.py_metaphor_search_results1MetaphorSearchAPIWrapper._metaphor_search_resultss{ 5 56%--.*"6 2+  ==  (  !!#!i((before)modevaluesc([USS5nX!S'U$)z9Validate that api key and endpoint exists in environment.rMETAPHOR_API_KEYr)clsr;rs r5validate_environment-MetaphorSearchAPIWrapper.validate_environment=s(0 &(: &6!" r8c RURUUUUUUUUU S9 n URU 5$)aRun query through Metaphor Search and return metadata. Args: query: The query to search for. num_results: The number of results to return. include_domains: A list of domains to include in the search. Only one of include_domains and exclude_domains should be defined. exclude_domains: A list of domains to exclude from the search. Only one of include_domains and exclude_domains should be defined. start_crawl_date: If specified, only pages we crawled after start_crawl_date will be returned. end_crawl_date: If specified, only pages we crawled before end_crawl_date will be returned. start_published_date: If specified, only pages published after start_published_date will be returned. end_published_date: If specified, only pages published before end_published_date will be returned. use_autoprompt: If true, we turn your query into a more Metaphor-friendly query. Adds latency. Returns: A list of dictionaries with the following keys: title - The title of the page url - The url author - Author of the content, if applicable. Otherwise, None. published_date - Estimated date published in YYYY-MM-DD format. Otherwise, None. )rrrrrrrr)r6_clean_results) r1rrrrrrrrrraw_search_resultss r5r, MetaphorSearchAPIWrapper.resultsHsJB":: #++-)!51);  ""#566r8c ^^^^^^^^^^ # S[4UUUUUUUUUU 4 Sjjn U "5IShvN n [R"U 5n TRU S5$N.7f)z8Get results from the Metaphor Search API asynchronously.rc >> # ST R0nT T TTT TT TTS. n[R"5IShvN nUR[S3XS9IShvN nUR S:Xa<UR 5IShvN nUsSSS5IShvN sSSS5IShvN $[SUR SUR35eNNwNQNAN2!,IShvN (df  O=fSSS5IShvN g!,IShvN (df  g=f7f)Nrr r))r+r*zError z: ) raiohttp ClientSessionr.r/statustext Exceptionreason)r*r2sessionresdatarrrrrrr1rrrs r5fetch5MetaphorSearchAPIWrapper.results_async..fetchs"D$9$9:G)"1"1"2 .&:$6!/ F,,..'"<<'(0v(zzS(%(XXZ/# /..(& Bszzl(KLL/ 0 //.....s4DC DDCD$C?CC DCD D"C#D(%C DDCDDC. C  C. *D1 D<C?=DD D DDNr,)strr+loadsrB) r1rrrrrrrrrrQresults_json_str results_jsons `````````` r5 results_async&MetaphorSearchAPIWrapper.results_asyncvsW MS M M M."'=zz"23 ""< #:;;)s"AA/ArCc /nUHYnURURSS5URSS5URSS5URSS5S .5 M[ U$) Ntitlez Unknown Titleurlz Unknown URLauthorzUnknown Author publishedDatez Unknown Date)rZr[r\published_date)appendget)r1rCcleaned_resultsresults r5rB'MetaphorSearchAPIWrapper._clean_resultsse(F  " "#ZZA!::e];$jj3CD&,jj.&Q  )r8)NNNNNNN)__name__ __module__ __qualname____firstlineno____doc__rS__annotations__rintr model_configrrbooldictr6r classmethodrrr?r,rWrB__static_attributes__rdr8r5r r sf* AsKL04/3*.(,.2,0)- ) ) )"$s), ) "$s), ) #3- )!  )'sm )%SM )! ) d )D(#$3$04/3*.(,.2,0)-,7,7,7"$s), ,7 "$s), ,7 #3- ,7! ,7'sm,7%SM,7!,7 d,7d04/3*.(,.2,0)-(<(<(<"$s), (< "$s), (< #3- (<! (<'sm(<%SM(<!(< d(rts8  ,,5;;1ZyZr8