{"id":85094,"date":"2020-06-13T01:42:41","date_gmt":"2020-06-12T23:42:41","guid":{"rendered":"https:\/\/prohoster.info\/blog\/administrirovanie\/robotic-process-automation-v-microsoft-power-platform-raspoznavanie-dokumentov"},"modified":"2021-01-02T13:04:48","modified_gmt":"2021-01-02T11:04:48","slug":"robotic-process-automation-v-microsoft-power-platform-raspoznavanie-dokumentov","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/administrirovanie\/robotic-process-automation-v-microsoft-power-platform-raspoznavanie-dokumentov","title":{"rendered":"Automatizimi i Proces\u00ebve Robotik n\u00eb Microsoft Power Platform. Njohja e dokumenteve","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>P\u00ebrsh\u00ebndetje t\u00eb gjith\u00ebve! Nuk \u00ebsht\u00eb sekret p\u00ebr ask\u00ebnd se n\u00eb dit\u00ebt e sotme inteligjenca artificiale po merr gjithnj\u00eb e m\u00eb shum\u00eb p\u00ebrgjegj\u00ebsi n\u00eb t\u00eb gjitha fushat e jet\u00ebs son\u00eb. Ne p\u00ebrpiqemi t\u00eb transferojm\u00eb gjithnj\u00eb e m\u00eb shum\u00eb detyra rutinore dhe operacione tek ndihm\u00ebsit virtual\u00eb, duke liruar k\u00ebshtu koh\u00ebn dhe energjit\u00eb tona p\u00ebr t\u00eb zgjidhur detyra d\u00ebrrmuese dhe shpesh her\u00eb kreative. Askush nuk e p\u00eblqen t\u00eb b\u00ebj\u00eb nj\u00eb pun\u00eb monotone \u00e7do dit\u00eb, prandaj ideja p\u00ebr t'ua besuar k\u00ebto detyra inteligjenc\u00ebs artificiale pritet me shum\u00eb pozitiviz\u00ebm.<\/p>\n<p><img decoding=\"async\" alt=\"Automatizimi i Proces\u00ebve Robotik n\u00eb Microsoft Power Platform. Njohja e dokumenteve\" src=\"\/wp-content\/uploads\/2020\/06\/bf8b24d08e02b967325a022e92bd7545.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<h4>\u00c7far\u00eb \u00ebsht\u00eb automatikizimi i proceseve robotike?<\/h4>\n<p>RPA ose Automatizimi i Proceseve Robotike \u00ebsht\u00eb nj\u00eb teknologji q\u00eb sot mund\u00ebson konfigurimin e nj\u00eb programi kompjuterik ose \"roboti\" p\u00ebr t\u00eb imituar veprimet e njer\u00ebzve q\u00eb punojn\u00eb n\u00eb sisteme digjitale p\u00ebr kryerjen e proceseve t\u00eb biznesit. Robot\u00ebt RPA p\u00ebrdorin nd\u00ebrfaqen e p\u00ebrdoruesit p\u00ebr t\u00eb mbledhur t\u00eb dh\u00ebna dhe p\u00ebr t\u00eb p\u00ebrdorur aplikacione, ashtu si\u00e7 b\u00ebjn\u00eb njer\u00ebzit. Ato interpretojn\u00eb, iniciatin p\u00ebrgjigje dhe komunikojn\u00eb me sisteme t\u00eb tjera p\u00ebr t\u00eb kryer nj\u00eb gam\u00eb t\u00eb gjer\u00eb detyrash t\u00eb p\u00ebrs\u00ebritura. Dallimi i vet\u00ebm \u00ebsht\u00eb se roboti programor RPA kurr\u00eb nuk pushon dhe nuk b\u00ebn gabime. Po, gati nuk b\u00ebn gabime.<\/p>\n<p>P\u00ebr shembull, nj\u00eb robot RPA mund t\u00eb p\u00ebrpunoj\u00eb skedar\u00ebt e bashkangjitur me emailet, t\u00eb njoh\u00eb tekstin, shumat, mbiemrat, pas s\u00eb cil\u00ebs informacioni i marr\u00eb do t\u00eb regjistrohet automatikisht n\u00eb \u00e7do sistem llogaritar. N\u00eb fakt, robot\u00ebt RPA jan\u00eb t\u00eb aft\u00eb t\u00eb imitojn\u00eb shum\u00eb, n\u00ebse jo t\u00eb gjitha, veprimet e p\u00ebrdoruesit. Ata mund t\u00eb hyjn\u00eb n\u00eb aplikacione, t\u00eb l\u00ebvizin skedar\u00eb dhe dosje, t\u00eb kopjojn\u00eb dhe ngjisin t\u00eb dh\u00ebna, t\u00eb plot\u00ebsojn\u00eb forma, t\u00eb nxjerrin t\u00eb dh\u00ebna t\u00eb strukturuara dhe gjysm\u00eb t\u00eb strukturuara nga dokumentet dhe shum\u00eb t\u00eb tjera.<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><br \/>\nTeknologjia RPA nuk e anashkaloi as Microsoft Power Automate, t\u00eb njohur p\u00ebr ne. N\u00eb artikujt e m\u00ebparsh\u00ebm kam treguar si mund t\u00eb automatizohet proceset e ndryshme me Power Automate, nga publikimi i mesazheve n\u00eb Microsoft Teams deri te miratimi me menaxherin dhe d\u00ebrgimi i k\u00ebrkesave HTTP. Kemi shqyrtuar shum\u00eb skenar\u00eb q\u00eb mund t\u00eb realizohen duke p\u00ebrdorur mund\u00ebsit\u00eb e Power Automate. Sot, do t\u00eb shohim se si t\u00eb p\u00ebrdorim RPA. Le t\u00eb mos humbasim koh\u00eb.<\/p>\n<p>Le t\u00eb p\u00ebrpiqemi t\u00eb \"robotizojm\u00eb\" nj\u00eb proces demo p\u00ebr dor\u00ebzimin e biletave n\u00eb sh\u00ebrbimin e mb\u00ebshtetjes. T\u00eb dh\u00ebnat fillestare jan\u00eb se - klienti d\u00ebrgon n\u00eb email informacionin p\u00ebr nj\u00eb gabim ose k\u00ebrkes\u00eb n\u00eb form\u00ebn e nj\u00eb dokumenti PDF me nj\u00eb tabel\u00eb q\u00eb tregon informacionin e ankes\u00ebs. Formati i tabel\u00ebs do t\u00eb jet\u00eb si n\u00eb vijim:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizimi i Proces\u00ebve Robotik n\u00eb Microsoft Power Platform. Njohja e dokumenteve\" src=\"\/wp-content\/uploads\/2020\/06\/991297afc0635b5776efc318334619b9.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Tani ulemi n\u00eb portalin Power Automate dhe krijojm\u00eb nj\u00eb model t\u00eb ri t\u00eb inteligjenc\u00ebs artificiale:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizimi i Proces\u00ebve Robotik n\u00eb Microsoft Power Platform. Njohja e dokumenteve\" src=\"\/wp-content\/uploads\/2020\/06\/b9ffe1ef372ab26307d850b306aff7ca.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>M\u00eb pas, tregojm\u00eb nj\u00eb em\u00ebr p\u00ebr modelin ton\u00eb t\u00eb ardhsh\u00ebm:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizimi i Proces\u00ebve Robotik n\u00eb Microsoft Power Platform. Njohja e dokumenteve\" src=\"\/wp-content\/uploads\/2020\/06\/baa744665ab00b4051323c77984febec.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Power Automate na paralajm\u00ebron se p\u00ebr t\u00eb krijuar modelin do t\u00eb na duhen rreth 5 dokumente me nj\u00eb format t\u00eb nj\u00ebjt\u00eb, p\u00ebr t'i m\u00ebsuar \"robotit\" ton\u00eb t\u00eb ardhsh\u00ebm. P\u00ebr fat t\u00eb mir\u00eb, ka shum\u00eb t\u00eb till\u00eb n\u00eb dispozicion.<\/p>\n<p>Ngarkohet 5 modele dokumentesh dhe fillojm\u00eb p\u00ebrgatitjen e modelit:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizimi i Proces\u00ebve Robotik n\u00eb Microsoft Power Platform. Njohja e dokumenteve\" src=\"\/wp-content\/uploads\/2020\/06\/65bf2db77923434711c2199be7b04d5d.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>P\u00ebrgatitja e modelit t\u00eb inteligjenc\u00ebs artificiale zgjat disa minuta, \u00ebsht\u00eb koha e duhur p\u00ebr t\u00eb b\u00ebr\u00eb nj\u00eb filxhan \u00e7aj:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizimi i Proces\u00ebve Robotik n\u00eb Microsoft Power Platform. Njohja e dokumenteve\" src=\"\/wp-content\/uploads\/2020\/06\/0419a93e349db19e48b3d0042ef27a49.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Pas p\u00ebrfundimit t\u00eb p\u00ebrgatitjes s\u00eb modelit, \u00ebsht\u00eb e nevojshme t\u00eb caktohen disa etiketa p\u00ebr tekstin e njohur, me t\u00eb cilat mund t\u00eb trajtojm\u00eb informacionin:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizimi i Proces\u00ebve Robotik n\u00eb Microsoft Power Platform. Njohja e dokumenteve\" src=\"\/wp-content\/uploads\/2020\/06\/55f5ccad118773c3008c8872c26ba266.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Lidhjet e etiketave dhe t\u00eb dh\u00ebnave ruajn\u00eb n\u00eb nj\u00eb dritare t\u00eb ve\u00e7ant\u00eb. Pas etiketimit t\u00eb t\u00eb gjitha fushave t\u00eb nevojshme, klikojm\u00eb \"T\u00eb konfirmojm\u00eb fushat\":<\/p>\n<p><img decoding=\"async\" alt=\"Automatizimi i Proces\u00ebve Robotik n\u00eb Microsoft Power Platform. Njohja e dokumenteve\" src=\"\/wp-content\/uploads\/2020\/06\/027aff34060a55b8f95b906d4f0f8dff.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>N\u00eb rastin tim, modeli k\u00ebrkoi t\u00eb etiketoj edhe disa fusha n\u00eb nj\u00eb \u00e7ift modelesh dokumentesh. Un\u00eb me k\u00ebnaq\u00ebsi pranoj t\u00eb ndihmoj:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizimi i Proces\u00ebve Robotik n\u00eb Microsoft Power Platform. Njohja e dokumenteve\" src=\"\/wp-content\/uploads\/2020\/06\/83ab8ed124c767ba8ac81586f6548bc0.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Pas p\u00ebrfundimit t\u00eb t\u00eb gjitha operacioneve, \u00ebsht\u00eb koha p\u00ebr t\u00eb nisur trajnimin e modelit, butoni p\u00ebr t\u00eb cilin, p\u00ebr \u00e7udi, quhet \"Train\". Pra, le t\u00eb shkojm\u00eb!<\/p>\n<p><img decoding=\"async\" alt=\"Automatizimi i Proces\u00ebve Robotik n\u00eb Microsoft Power Platform. Njohja e dokumenteve\" src=\"\/wp-content\/uploads\/2020\/06\/d60352ce62433ec29c516bb83ccd32d0.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Trajnimi i modelit, ashtu si\u00e7 \u00ebsht\u00eb p\u00ebrgatitja e tij, zgjat disa minuta, \u00ebsht\u00eb koha e duhur p\u00ebr t\u00eb b\u00ebr\u00eb nj\u00eb tjet\u00ebr filxhan \u00e7aji. Pas p\u00ebrfundimit t\u00eb trajnimit, mund t\u00eb publikojm\u00eb modelin e krijuar dhe t\u00eb trajnuar:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizimi i Proces\u00ebve Robotik n\u00eb Microsoft Power Platform. Njohja e dokumenteve\" src=\"\/wp-content\/uploads\/2020\/06\/61009b57210f8a6aa5679a13cfc6f5c8.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Modeli \u00ebsht\u00eb trajnuar dhe mezi pret t\u00eb punoj\u00eb. Tani le t\u00eb krijojm\u00eb nj\u00eb list\u00eb n\u00eb SharePoint Online, n\u00eb t\u00eb cil\u00ebn do t\u00eb grumbullojm\u00eb t\u00eb dh\u00ebnat nga dokumentet PDF t\u00eb njohura:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizimi i Proces\u00ebve Robotik n\u00eb Microsoft Power Platform. Njohja e dokumenteve\" src=\"\/wp-content\/uploads\/2020\/06\/2960fa8e7421b1065770ee038551e222.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Dhe tani, kur gjith\u00e7ka \u00ebsht\u00eb gati, krijojm\u00eb nj\u00eb rrjedh\u00eb Power Automate, me nj\u00eb nxit\u00ebs \"Kur pranohet nj\u00eb mesazh i ri n\u00eb email\", njohjen e bashk\u00ebngjitjes n\u00eb email dhe krijimin e nj\u00eb elementi n\u00eb list\u00ebn SharePoint. Shembulli i rrjedh\u00ebs m\u00eb posht\u00eb:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizimi i Proces\u00ebve Robotik n\u00eb Microsoft Power Platform. Njohja e dokumenteve\" src=\"\/wp-content\/uploads\/2020\/06\/3c74baeb32a37358f2a004a83d597cda.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Po e kontrollojm\u00eb rrjedh\u00ebn ton\u00eb. D\u00ebrgojm\u00eb nj\u00eb email p\u00ebr veten me nj\u00eb bashk\u00ebngjitje t\u00eb llojit:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizimi i Proces\u00ebve Robotik n\u00eb Microsoft Power Platform. Njohja e dokumenteve\" src=\"\/wp-content\/uploads\/2020\/06\/544745449abd2887644794533e613812.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Dhe rezultati i ekzekutimit t\u00eb rrjedh\u00ebs \u00ebsht\u00eb krijimi automatik i nj\u00eb sh\u00ebnimi n\u00eb list\u00ebn SharePoint Online:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizimi i Proces\u00ebve Robotik n\u00eb Microsoft Power Platform. Njohja e dokumenteve\" src=\"\/wp-content\/uploads\/2020\/06\/a1160ee3ce4760f71f3b2a21b7099a8c.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Gjith\u00e7ka funksionon si or\u00eb. Tani p\u00ebr nuancat.<\/p>\n<p>Nuanca e par\u00eb \u2014 aktualisht, RPA n\u00eb Power Automate nuk arrin t\u00eb njoh\u00eb tekstin n\u00eb rusisht. \u00cbsht\u00eb shum\u00eb e mundur q\u00eb n\u00eb t\u00eb ardhmen t\u00eb ofrohet nj\u00eb mund\u00ebsi e till\u00eb, por aktualisht ajo nuk \u00ebsht\u00eb e disponueshme. Pra, duhet marr\u00eb parasysh ky aspekt.<\/p>\n<p>Nuanca e dyt\u00eb \u2013 p\u00ebrdorimi i Robotic Process Automation n\u00eb Power Platform k\u00ebrkon nj\u00eb abonim Premium. Q\u00eb t\u00eb jemi m\u00eb t\u00eb sakt\u00eb, RPA licenc\u00ebzohet si nj\u00eb shtes\u00eb p\u00ebr licenc\u00ebn PowerApps ose Power Automate. Nga ana tjet\u00ebr, p\u00ebrdorimi i RPA n\u00eb Power Automate k\u00ebrkon lidhje me mjedisin Common Data Service, i cili \u00ebsht\u00eb p\u00ebrfshir\u00eb n\u00eb abonimin Premium.<\/p>\n<p>N\u00eb artikujt n\u00eb vazhdim, ne do t\u00eb shqyrtojm\u00eb m\u00eb shum\u00eb mund\u00ebsi p\u00ebr p\u00ebrdorimin e RPA n\u00eb Power Platform dhe do t\u00eb m\u00ebsojm\u00eb si t\u00eb krijojm\u00eb nj\u00eb chatbot inteligjent n\u00eb baz\u00eb t\u00eb Power Automate dhe RPA. Faleminderit p\u00ebr v\u00ebmendjen dhe u uroj t\u00eb gjith\u00ebve nj\u00eb dit\u00eb t\u00eb mbar\u00eb!<\/p>\n<p>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/506320\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0412\u0441\u0435\u043c \u043f\u0440\u0438\u0432\u0435\u0442! \u041d\u0438 \u0434\u043b\u044f \u043a\u043e\u0433\u043e \u043d\u0435 \u0441\u0435\u043a\u0440\u0435\u0442, \u0447\u0442\u043e \u0432 \u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442 \u0432\u0441\u0435 \u0431\u043e\u043b\u044c\u0448\u0435 \u0443\u0447\u0430\u0441\u0442\u0432\u0443\u0435\u0442 \u0432 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0441\u0444\u0435\u0440\u0430\u0445 \u043d\u0430\u0448\u0435\u0439 \u0436\u0438\u0437\u043d\u0438. \u0412\u0441\u0435 \u0431\u043e\u043b\u044c\u0448\u0435 \u0440\u0443\u0442\u0438\u043d\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447 \u0438 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439 \u043c\u044b \u0441\u0442\u0430\u0440\u0430\u0435\u043c\u0441\u044f \u043f\u0435\u0440\u0435\u043b\u043e\u0436\u0438\u0442\u044c \u043d\u0430 \u0432\u0438\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0445 \u043f\u043e\u043c\u043e\u0449\u043d\u0438\u043a\u043e\u0432, \u0442\u0435\u043c \u0441\u0430\u043c\u044b\u043c \u0432\u044b\u0441\u0432\u043e\u0431\u043e\u0436\u0434\u0430\u044f \u0441\u0432\u043e\u0435 \u0432\u0440\u0435\u043c\u044f \u0438 \u0441\u0438\u043b\u044b \u043d\u0430 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u043f\u043e-\u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0435\u043c\u0443 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0438, \u0437\u0430\u0447\u0430\u0441\u0442\u0443\u044e, \u0442\u0432\u043e\u0440\u0447\u0435\u0441\u043a\u0438\u0445 \u0437\u0430\u0434\u0430\u0447. \u041d\u0438\u043a\u0442\u043e \u0438\u0437 \u043d\u0430\u0441 \u043d\u0435 \u043b\u044e\u0431\u0438\u0442 \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0442\u044c \u043e\u0434\u043d\u043e\u043e\u0431\u0440\u0430\u0437\u043d\u0443\u044e [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":85095,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-85094","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0412\u0441\u0435\u043c \u043f\u0440\u0438\u0432\u0435\u0442! 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