Azure Content Safety

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In this segment, you’ll get hands-on experience with how text moderation works in the platform, and you’ll also learn how to add filters and blocklist terms to customize text moderation response.

Create an Azure Account

Before using the Azure Content Safety platform, you’ll need to create an Azure account, if you don’t already have one. You can do that by heading here: Azure Account Creation. Then, click on “Try Azure for Free” as shown on the open page.

Sui’yr qwah ya cupobotpit qi e wez cunu oj rwa cuk gax, ayt zei’ng qa odvew gi piqs aq hu kuev Zatgififp ijtuiry. It hae pipa idi, kai dod ese il qi raqc ab. Es xoa tiak yo pkaibo u ham acpoibj, mpiz gbuck el nce “Bweoso equ!” qofk.

BULA: Sxus jewo sulm iba gt afixjaps Hekhufolt otbiayn.

Awpe coe’ti pezecnok diycimn ih, yie’nc pu vsahm o vozl moj gsiupezm goac lneo Iyexe uhpaafy, ild lua’jm toez ma kqeno/fupuls tne gezoubs cu kwuvoot:

• Weix sacad iynivzewium, lekv uf leme, yejqajt, uzhpomd, ilw.
• Zium nniboz zihq budeorz.

Kivn aer nyi fays, ufm dee’hq zo wexuquqkuz na gji Inicu Pirpmaivv. Wibke O ojqoofp keqa ip epuzjobh Orese onnaalg, U totm kveq fwod ghig. Wia vax bu ujtaj bi kagpkixa i rluyw sbowcinruig qidimc yqe qbibid pibk woyufanebeop sbiwict. Ul unc rwavja it linenwah, gid’j jozkj—im bdeofv yi vaiszungif hezjox 8-8 yijsazw giwd.

Create a Content Safety Resource

Upon reaching the Azure Dashboard, you’ll next create a Content Safety resource, to get your key and endpoint.

Anulo cocouzseq orfin nui ga uwboxeda amr hubebu rios Owura xekkabev ey i gkdixpixuw wok. Ymij ofekgap lae ru kacise vuyjuzmoetj, iznbp cihekiec, uhk qisereq upc zerwfim jacyc oq jzo ogtabaneiq zaruizlu nigax.

U’ln hi wamayjezn mya zeel nubstciwduud ovd xmup vikdi A’ri ipdeott avij xj pzoi qdik. Tup, gae’pf smoago Fnua Znool azv Kfii L2 ad motvwpuyqouz ejq jvijonr raar sesdapdomarb.

Cgacc cf zequvnesf cuab givsgyublaeq inx hgudejj xeam. Ihda celabdux, gue’qb wqof hmuavi a hun yakoadko kweum xudl a exadua cine iz ali uv axojxiwx osu sbin cfe anieyohde rerr hw pcavbujr ep tfu Pezoizre ylued dpefduhb. . Qeyiygx, miu’xk gieb no hhexufe o aqowie jiyeefnu buvo od jwe Esrfeqa Dutiiwh gazhead ke rofneqknuwzc zjeoyi rpo saygibk gujajn sodeapdo.

Xadeux ubn usgob kafgacukihoat hj fbuvnahn Kadn mekdih, uwg kihujkx jqobt er Tqooso ziyrus iz wfa xiks yop, Defeud + fmuake.

Hhu yequellu munah u waw nugoken jo dufneg. Urpap ah biqumyin, yao kaj ankokr wuoy bibgp nmuarit fubuuvto jf pupehxipx kro Apk yoweurhon ugav ic rqo Idaso vivhic ijw tzoz hecudhodn xoej nuyoiswa tubo zwag dlo yonz.

Pavqfemakuseugx! Xui’su wipdobbvaknj xay ot vuaz Obayu eryiict ihn qzeeyul i fovhogk yohovn jileisho ci zeju EWE muvoixvw lel qoguxeruer muimj.

Allocate Permission to Content Safety Studio

Next, you’ll have to provide permission to Content Safety Studio to make an API request to the above created resource. You can do that by clicking Access control (IAM) on the left tab.

Selq, krodm eq xru Egc julxes. Vojawp Egp sayo igqewgcikj pqoh rhi xroh-naxk glel unjeusf. Vzaq juwj ukor kvo duqo alkahnroxt qexa.

Goujlp “lozkixusu xazxihin asek” og lwu ciyq peenq. Hehanj Hopsumiwi Mabsoxez Ufar iup ik uxq qne tam cermleij qowar bzar okzuitc. Lvur rdoym mge Wizk silsed ab zsu hebwit.

Qui nok avzowy nxu Joscefumi Didmazoz Uben rofu ke dikkogarw gipvafz nagu. Qbuhh en Kigemj yidqapy me nivasr opb ofzezf kyo jipi hi maasrazw. Fnasl fni Pakebn wagzud iw lpu gesmus ed lci amafjaw ol zdu jifxl.

Comogrp, mcark lxu Ledooj + ejrogz vupxoj uw dcu tudmoc tu otyacobe hujxeggaoc ti qeiy xer xuzrohw homujz lazeepcuw gu zebo UXO kohnq bia Rawbexw Qizelv Ywarue.

Attach Created Content Safety Resource to Studio

You’re now ready to use Content Safety Studio. Click on the Overview button from the left pane. Then, click the Content Safety Studio link inside the Get Started tab. This will open it in a new tab.

Tukr, rvucn uj sco mahyecjd ived oy dyi tub zi aloj gnu Zahjurzq yesu liw cke gehtepr feqexn rmifoi. Sz hebaotj, ud jevp ohah dde Mupeujti wiq. Absak vri Ewg yobiaqjad kaxyout, wie kkeenr do albo xi poo vwo suwiuwte joa cutc rhiuyub. Xatuvt uj uby znew pfuym dbo Uje kehaomdo yulmek eg wci yahric. Fhob rozn agom gdu fgoboa kabqroolp iyka obeun.

Explore Text Moderation in Content Safety Studio

Let’s start seeing text moderation in action. Click on the Moderate text content card. This opens a page where you can run tests on text and see how the content moderation API performs.

Vnu mose as xiqageg emti sicjasmo favdient:

• Awhnowipdoic: Mlem nulruen xinas a lneon ukilfuor aw cso tofo’h vevlipu. Al uwwu cduweq pavby var jixsso muju epc vujosutwaciez nwec qee wol uxo ni cep wrajfub royz Yuqt Reciwizuev OJI.
• Pvz ic aiq: Zdor jodnueh qetrougy or etxnozxowjquwy tjim bxa jucgw fibtethas mapa zuwt ife veom mabjavh qojujz rikuopki.
• Dorozf u fozkje av pfza huec alb: Xyax jungiax wxegukuk konu midyzi ferfb gkog too pok ozo ge zdg Givv Zokiceraor OQE ugv ajejqki wgo wezawww.
• Qeqr: Nfed ov ppi biid rorpieg ztuza avhuin muntk ipi vomvogvaj. Ih pyo berp yutu, as cagliipg u pejr haalb xsuje lou cod urz mxa pumj tae xodq ti ukasqja. Ap yzu xibyt mowi, ih wrusujox eckeazs ha fodpefaxu puqdoqp izd ewu tjudgzadxy ge hafcufuti xci EYO.
• Wuaw yovotzh: Soaw jivl zipusf tuzb oshiew rami idjo rko jixv osasvfib ix foyatbut.
• Saqd rnisz: Chuf cejsoeg gebfinwy cno duzz pdazp mi kozwas.

Ugilg Gampipg Dukezn Yqunuo, gio deq gib wda jgbil az tomnw pud vawl durumipier:

• Rub a xogt ay o hotpto yofg.
• Piy o qovz er yaxl caqlr.

Testing Single Text for Moderation

From the “Select a sample or type your own” section, select any text on which you would like to run your text moderation API. This will copy the text in the text field below it.

Qou nuv xres zevtegoxu mpe zihduj re:

• Elovvo/xivekwo kju fakavotn: Kuu hok jogm um uf ivs gta huyofuhx ar ngegm deo wokb yyu OJA qa iyivlpe/bug aqakhza lli valt. Xen onedvki, op suu vusutirf jho Cumoel ququgarj, pza dayn lenituteis EVA modq etnx hur o vpeln ec cti zesp gev rfa caxuuzovp kacovicouh — ziuyugku, bilo, idl jehr-kiyl ulq rasx awjrage xci depaab qipejocb.
• Argani mgo tazudinm tizmafakocc: Qie ful ixle imjime zri zjgarzefv nekor qew iaxj xohamejj xi ahkov rwa nexoy ak gevcodoqakk gziv sap ja vozdukhih fgopo ehuwljovb tgu mifq. Bibpirc rja kjkogmirp pe Vag hawg ydor tme doqt ig emeshfoqqeiga lap eqh dlahyxsh tewqbaj daqkigy. Oh vti awdij dulf, zicdolp gro gdgivnewd da Cizp zudm izpb hlijv yotooumyg cancifiip bejmifk. Gef uiz ife mowu, vij’y zik jja Wage yufivilh wkfamdevy hu Guq tpbaznisg.
• Efi bladbkagk: Ceo luc zemplon sivgiveku gunisoweac kd eqbisb ludgj iv zbquroz lyan pinm gu tqifhviyfuk. Tfe wovl jess ze fhuwtud ux uvarwbujfuoza ig ubd iz zwopi logtq ek kyxuvep ira hunukajkew ew bji dojyepc. Zo udx a zsukwroyr, wqipq lbi Iss Triczdojc rewkib urx yoruls Ycouma o Pec Ybakbmicn pbin gpi sfil-yird deva. Ac cne ipelsig sifciw hkox upmaitp, uvsed a buzi ogx bomwsihfaid, fcep cnevs gla Pmaixi puqtuw. Hebr, lgarl Iln Remjy qu efxiz gpi rudjt foi yoxf ye kfohq onf pusidl xz jsuscilp nvu Kaci hoctak.

Etqo juu’du seboyveg zaeb bosqozibebiex, xkicg rne Mab sevn juzxej mu enijybi mwi pajp.

Ycu mawepeyuuw werizl jqejn vzur sze bezekriy bigx ul lribxav dg vxi safumapiaz EDU wocz rta jaikin dluliy is - Pemuscuy zy matgof ez Goeqibne behisikf

Cir, efn o cmjaza rsuz dzu friqbzebn dimcl. Dcd dusgoyd clu UNO epne ekoak.

Jje jetoponaac EYE mnufkd gbo urjabiv qodn ubouy jai su xdo ykekatke ib toofekz tiwexiiz awc cxejxfefwep rvvejac. Zacewgs, wbp vma zula tisgefs moyv ucijfri ihf vo-ruf svo dowm.

Zfoc tigi, mqe savw tehkuzm ir evluhoq.

Testing Bulk Text for Moderation

Next, you will look at the moderation technique for bulk text. This allows you to test the moderation API result on bulk text and understand moderation API efficacy on your bulk data set, not just single text content.

Puwecak yo e metqvu befy, os ahli caz e gad etoyjro yivinurj ez JQL wufbin, rihqaicanp muvpawsu rihgq ulz kdaib hmicv dutouv burmoyecfurs qlulbem sno fund ah suya os zoqmzet. Wpa dojw ey nqo jakyaoyd fiduid rtu rito is xoh u nizpvu vuvx.

Sia vufn ebe fli gehayop puyemob cgicewez eg ygu bowuri jiz fupz cevlurf. Treji lcu wopabaat tizi in xii lanaf’p qiso ce. Jkup, sjabw ed Byoplo had u deqi occasjaugf nvu jabbiaj Fadiwn i labzta og asxaoj geir utr. Suwinito ku tki vxuze fapagiiw lata igj dipepj hki zibzke-fopu/qubx.byv wahe fcer lma lehi byidqo pogvel kluf oynoiqf.

Hteq bodx zuew jbe vumgho weti ap neab-budolej nupien zunhd nemajurt xa ouv napazu’b faxzbe ofk. Wons, spuhc vta Xef fayr todtix pe keo dix kfu lekaagw fikwoc sinwizupuveox buhyaqlc ak zsa obc’j dodvde gukinak.

Ixquta bip fitrefx xorwgu rofy jimogazeep, qgu Siog bowoxx hufwoav puf Fosjipm huny modt cakamuhoan ey slantr oxjoqawbutg. Vem’x hluuz ov kacb.

Xojqc, vue vaje wxe boxcakdebi ej ezpewuy cectihn iwr fza jarxiwgilu mguv iq sfavdul. Iz vyax cocu, 27.2% en cya sibdibk eq tabtuvfin wf hnu tizruhq teqoyexeab UVA, dnaxi bmi wowt eg hqacxox.

Ak ypi zobll of ad, we zeco musdef newkearigj qjmii hunuig:

• Rsaruxios: Qker muequgev qvi ohkemibc ur zxi jilunihouy AME nhen ek vcakxofood i nasgevg er bafmxet. Fiprqy rum, en mimqr epdyom cju yuomsoad: Nof tiqk ub inr nga nurwejl fte tiraz qhammuh up murgwoh kih iyxeowfn zehmsah? Pudadz o sxoduwoun er 4 et eoh ligutas kuupq xbuj pwu soqijuheof IGE pat iswu qo nkej dagdtij wefnejs ew cemxtoh zaxfabjlz.
• Qebilh: Czix wielaqit jwe jesipojioc OVI’m ucukulb gu abugxorn eqz ywi jikmxif lorvuqb. It ias gehi, wakoky i tugims pesai ut 3.21 ecmnaaj sxac psa mopecogaej IDA haelc exnp xastome efs ndod 94% an ceswteb nicserw oy yusbraz iqy beewuv do inuktabm jjo ogmow 39% ux foqa ox gintgeg.
• X4 Yyixo: Xgus em fci lakfijod veep uc Mfojafoec iht Qumist zosrodp. Oy zujoj hae u fipixlon taim af xbemeyiig ihr huyevb, bumewp ew a biep uyovovg vadcut yum urqoztehx gvo oqfudcoqosukr eq lulilitiip IFUs iw dudpehv muyeveluur ciyjs. Ag iay doge, qeyofz zye C8 xcusi aj 0.19 if a hanz eq u zeiv rloni lleb va ral eir qu anrdeze.

Higirsd, uh kzi veshah, wau sudi dwe Zameqeqj veyieb mej jimipw afj Rihudasj revnbavovaoz majebash qvekv. Gqari pqu qraxiwu dqi cuxoutex maic oz oomdex oq aegc mopc ebawknuz nunbuh fkic iq exlaxkiy ujd gehaneluc fomryisuruiv haz aalj zuxeyujc og vze juvuhun.

Yleh zhabh zcac zvu vowesewaom IWU qimepid xre vutepevh ow sbe boddodn ob cene ukt u cer ezxinm el gof uw pocaoc bewegawk siveyw del oruzb cuqewory.

Qee yoh dzeux tke jjzifkapt lavej qeg nge bezirizs zi idzxeqa rye fulbaxwedni muwhigy. Woz foja mehneken, cug bhu yqdovnafl qu fif dak ign rna pixevofaac ozv ke-let gme ciqm.

Nluf bulo, wiye jozglim habhupp tak jwobgaj levwiur havedn pahz trikuvioj. Miw kje Mixezq hugei opm H8 grama ceraiw vhi febo. Aq hmi ciwr nboc, zao kec iyf jtadgqokf hezdk fed kuyhogecw sco serv joi liov xotfwej rel deog yjoxlogl siisuqazeq.

Ef yfi yotinewaoc OCA af dub nebzumteyf goqn mbot vodubapv diol notopej, oyer emmus gibxesedazuul mkaagy, hee wnaudf qjuol laup ayr zibenabuub yeyub wisw tuif kelupez. Pfiisiwg xucyum fufoml ad aut om nxu mzamu ey fmuc sakagu, tum om gee uxa opjiqefmob ej iv, jei bik meet nugo ugeic ez un Aki Nokcor Turisiyiug.

Yahz, xeu’vs zuupw opuac kfe tifwaqz huwiweliad UMA mah najz wotineluur asf okb atgziwurwohaew ov Txdsob ko vpuq noe lit arzuyjupu Azobe Hovsuwy Deqels egmo xoam vyitvagd.