{"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\/ro\/blog\/administrirovanie\/robotic-process-automation-v-microsoft-power-platform-raspoznavanie-dokumentov","title":{"rendered":"Automatizarea Proceselor Robotizate \u00een Microsoft Power Platform. Recunoa\u0219terea documentelor","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Bun\u0103 ziua tuturor! Nu este un secret pentru nimeni c\u0103, \u00een prezent, inteligen\u021ba artificial\u0103 joac\u0103 un rol din ce \u00een ce mai important \u00een diverse domenii ale vie\u021bii noastre. Tot mai multe sarcini \u0219i opera\u021biuni automate \u00eencerc\u0103m s\u0103 le deleg\u0103m asisten\u021bilor virtuali, eliber\u00e2nd astfel timpul \u0219i energia pentru a ne ocupa de sarcini cu adev\u0103rat complexe \u0219i, adesea, creative. Nim\u0103nui nu-i place s\u0103 fac\u0103 munc\u0103 monoton\u0103 zi de zi, a\u0219a c\u0103 ideea de a delega astfel de sarcini inteligen\u021bei artificiale este primit\u0103 cu mult\u0103 pozitivitate.<\/p>\n<p><img decoding=\"async\" alt=\"Automatizarea Proceselor Robotizate \u00een Microsoft Power Platform. Recunoa\u0219terea documentelor\" src=\"\/wp-content\/uploads\/2020\/06\/bf8b24d08e02b967325a022e92bd7545.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<h4>Ce reprezint\u0103, de fapt, Automatizarea Proceselor Robotizate?<\/h4>\n<p>RPA sau Automatizarea Proceselor Robotizate este o tehnologie care ast\u0103zi permite configurarea unui software de calculator sau a unui \u201erobot\u201d pentru a emula ac\u021biunile oamenilor care lucreaz\u0103 \u00een sisteme digitale, pentru a desf\u0103\u0219ura procese de afaceri. Robo\u021bii RPA folosesc interfa\u021ba utilizatorului pentru a colecta date \u0219i a interac\u021biona cu aplica\u021biile, a\u0219a cum o fac oamenii. Ei interpreteaz\u0103, ini\u021biaz\u0103 r\u0103spunsuri \u0219i comunic\u0103 cu alte sisteme pentru a desf\u0103\u0219ura cele mai variate sarcini repetitive. Singura diferen\u021b\u0103 este c\u0103 robotul software RPA nu se odihne\u0219te niciodat\u0103 \u0219i nu face gre\u0219eli. Aproape niciodat\u0103, de fapt.<\/p>\n<p>De exemplu, un robot RPA poate procesa fi\u0219iere ata\u0219ate la e-mailuri, recunoa\u0219te texte, sume, nume de familie, iar informa\u021biile ob\u021binute sunt introduse automat \u00eentr-un sistem de contabilitate. \u00cen fapt, robo\u021bii RPA sunt capabili s\u0103 imite multe, dac\u0103 nu toate, ac\u021biunile utilizatorului. Ei pot accesa aplica\u021bii, muta fi\u0219iere \u0219i foldere, copia \u0219i lipi date, completa formulare, extrage date structurate \u0219i semi-structurate din documente \u0219i multe altele.<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><br \/>\nTehnologia RPA nu a ocolit nici bine cunoscutul Microsoft Power Automate. \u00cen articolele anterioare, am discutat despre cum putem automatiza diferite procese cu ajutorul Power Automate, de la publicarea mesajelor \u00een Microsoft Teams p\u00e2n\u0103 la aprobarea cu managerul \u0219i trimiterea cererilor HTTP. Am analizat numeroase scenarii care pot fi implementate folosind func\u021bionalit\u0103\u021bile Power Automate. Ast\u0103zi, vom vedea cum s\u0103 utiliz\u0103m RPA. S\u0103 nu pierdem vremea.<\/p>\n<p>S\u0103 \u00eencerc\u0103m s\u0103 \u201erobotiz\u0103m\u201d procesul de trimitere a unui tichet c\u0103tre serviciul de asisten\u021b\u0103. Datele sunt urm\u0103toarele - clientul trimite pe email informa\u021bii despre o eroare sau dorin\u021b\u0103 sub forma unui document PDF cu un tabel, \u00een care sunt indicate informa\u021biile despre solicitare. Formatul tabelului va fi urm\u0103torul:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizarea Proceselor Robotizate \u00een Microsoft Power Platform. Recunoa\u0219terea documentelor\" src=\"\/wp-content\/uploads\/2020\/06\/991297afc0635b5776efc318334619b9.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Acum mergem pe portalul Power Automate \u0219i cre\u0103m un nou model de inteligen\u021b\u0103 artificial\u0103:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizarea Proceselor Robotizate \u00een Microsoft Power Platform. Recunoa\u0219terea documentelor\" src=\"\/wp-content\/uploads\/2020\/06\/b9ffe1ef372ab26307d850b306aff7ca.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Apoi, specific\u0103m un nume pentru modelul nostru viitor:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizarea Proceselor Robotizate \u00een Microsoft Power Platform. Recunoa\u0219terea documentelor\" src=\"\/wp-content\/uploads\/2020\/06\/baa744665ab00b4051323c77984febec.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Power Automate ne avertizeaz\u0103 c\u0103 pentru a crea modelul vor fi necesare aproximativ 5 documente cu acela\u0219i format, pentru a antrena \u201erobotul\u201d nostru viitor. Din fericire, exist\u0103 mai mult dec\u00e2t suficiente \u0219abloane disponibile.<\/p>\n<p>\u00cenc\u0103rc\u0103m 5 \u0219abloane de documente \u0219i \u00eencepem preg\u0103tirea modelului:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizarea Proceselor Robotizate \u00een Microsoft Power Platform. Recunoa\u0219terea documentelor\" src=\"\/wp-content\/uploads\/2020\/06\/65bf2db77923434711c2199be7b04d5d.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Preg\u0103tirea modelului de inteligen\u021b\u0103 artificial\u0103 dureaz\u0103 c\u00e2teva minute, este momentul perfect s\u0103 ne facem o cea\u0219c\u0103 de ceai:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizarea Proceselor Robotizate \u00een Microsoft Power Platform. Recunoa\u0219terea documentelor\" src=\"\/wp-content\/uploads\/2020\/06\/0419a93e349db19e48b3d0042ef27a49.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Dup\u0103 ce preg\u0103tirea modelului a fost finalizat\u0103, este necesar s\u0103 atribuim textului recunoscut anumite etichete, prin care vom putea accesa informa\u021biile:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizarea Proceselor Robotizate \u00een Microsoft Power Platform. Recunoa\u0219terea documentelor\" src=\"\/wp-content\/uploads\/2020\/06\/55f5ccad118773c3008c8872c26ba266.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Asocierile dintre etichete \u0219i date sunt salvate \u00eentr-o fereastr\u0103 separat\u0103. Dup\u0103 ce eticheta\u021bi toate c\u00e2mpurile necesare, ap\u0103sa\u021bi \u201eConfirmare c\u00e2mpuri\u201d:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizarea Proceselor Robotizate \u00een Microsoft Power Platform. Recunoa\u0219terea documentelor\" src=\"\/wp-content\/uploads\/2020\/06\/027aff34060a55b8f95b906d4f0f8dff.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>\u00cen cazul meu, modelul a solicitat etichetarea c\u00e2mpurilor pe \u00eenc\u0103 c\u00e2teva \u0219abloane de documente. Am acceptat cu pl\u0103cere s\u0103 ajut:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizarea Proceselor Robotizate \u00een Microsoft Power Platform. Recunoa\u0219terea documentelor\" src=\"\/wp-content\/uploads\/2020\/06\/83ab8ed124c767ba8ac81586f6548bc0.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Dup\u0103 ce toate opera\u021biunile sunt finalizate, este timpul s\u0103 lans\u0103m antrenarea modelului, butonul pentru care, dintr-un motiv sau altul, se nume\u0219te \u201eCursa\u201d. A\u0219adar, pornim!<\/p>\n<p><img decoding=\"async\" alt=\"Automatizarea Proceselor Robotizate \u00een Microsoft Power Platform. Recunoa\u0219terea documentelor\" src=\"\/wp-content\/uploads\/2020\/06\/d60352ce62433ec29c516bb83ccd32d0.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Antrenarea modelului, la fel ca \u0219i preg\u0103tirea acestuia, dureaz\u0103 c\u00e2teva minute, este momentul perfect s\u0103 ne facem \u00eenc\u0103 o cea\u0219c\u0103 de ceai. Dup\u0103 ce antrenarea este complet\u0103, putem publica modelul creat \u0219i antrenat:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizarea Proceselor Robotizate \u00een Microsoft Power Platform. Recunoa\u0219terea documentelor\" src=\"\/wp-content\/uploads\/2020\/06\/61009b57210f8a6aa5679a13cfc6f5c8.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Modelul este antrenat \u0219i este gata de lucru. Acum, s\u0103 cre\u0103m o list\u0103 SharePoint Online, \u00een care vom ad\u0103uga datele din documentele PDF recunoscute:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizarea Proceselor Robotizate \u00een Microsoft Power Platform. Recunoa\u0219terea documentelor\" src=\"\/wp-content\/uploads\/2020\/06\/2960fa8e7421b1065770ee038551e222.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>\u0218i acum, c\u00e2nd totul este preg\u0103tit, cre\u0103m un flux Power Automate, cu un declan\u0219ator \u201eLa primirea unui nou mesaj de email\u201d, recunoa\u0219terea ata\u0219amentului din email \u0219i crearea unui element \u00een lista SharePoint. Exemplul fluxului este mai jos:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizarea Proceselor Robotizate \u00een Microsoft Power Platform. Recunoa\u0219terea documentelor\" src=\"\/wp-content\/uploads\/2020\/06\/3c74baeb32a37358f2a004a83d597cda.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Verific\u0103m fluxul nostru. Trimitem un email c\u0103tre noi \u00een\u0219ine cu un ata\u0219ament de tip:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizarea Proceselor Robotizate \u00een Microsoft Power Platform. Recunoa\u0219terea documentelor\" src=\"\/wp-content\/uploads\/2020\/06\/544745449abd2887644794533e613812.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Iar rezultatul execu\u021biei fluxului devine crearea automat\u0103 a unei \u00eenregistr\u0103ri \u00een lista SharePoint Online:<\/p>\n<p><img decoding=\"async\" alt=\"Automatizarea Proceselor Robotizate \u00een Microsoft Power Platform. Recunoa\u0219terea documentelor\" src=\"\/wp-content\/uploads\/2020\/06\/a1160ee3ce4760f71f3b2a21b7099a8c.png\" style=\"display:block;margin: 0 auto;\"><\/p>\n<p>Totul func\u021bioneaz\u0103 ca un ceas. Acum, c\u00e2teva detalii.<\/p>\n<p>Primul aspect - \u00een prezent, RPA \u00een Power Automate nu poate recunoa\u0219te textul \u00een limba rom\u00e2n\u0103. Este destul de probabil c\u0103 \u00een viitorul apropiat aceast\u0103 func\u021bionalitate va fi disponibil\u0103, dar momentan nu exist\u0103. A\u0219adar, trebuie s\u0103 \u021binem cont de acest aspect.<\/p>\n<p>Al doilea aspect - utilizarea Automatiz\u0103rii Proceselor Robotic \u00een Power Platform necesit\u0103 un abonament Premium. Mai precis, RPA este licen\u021biat ca un addon pentru licen\u021ba PowerApps sau Power Automate. \u00cen plus, utilizarea RPA \u00een Power Automate necesit\u0103 conectarea la mediu Common Data Service, care face parte din abonamentul Premium.<\/p>\n<p>\u00cen articolele urm\u0103toare, vom explora mai multe oportunit\u0103\u021bi de utilizare a RPA \u00een Power Platform \u0219i vom afla cum se poate construi un chatbot inteligent bazat pe Power Automate \u0219i RPA. V\u0103 mul\u021bumesc pentru aten\u021bie \u0219i v\u0103 doresc o zi bun\u0103!<\/p>\n<p>Sursa: <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 5.0.2.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0412\u0441\u0435\u043c \u043f\u0440\u0438\u0432\u0435\u0442! 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