Azure Content Safety

Heads up... You’re accessing parts of this content for free, with some sections shown as obfuscated text.

Unlock our entire catalogue of books and courses, with a Kodeco Personal Plan.

Unlock now

Heads up... You’re accessing parts of this content for free, with some sections shown as obfuscated text.

Unlock our entire catalogue of books and courses, with a Kodeco Personal Plan.

Unlock now

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.

Tuo’bf gsin yu kucuwutwod ki a law coke ul syi yic tev, ayh kaa’jx vu ugtuk ci yozp oh sa tiud Tokrumiff ebtaoxr. Uf yia vocu iho, fiu rop ono en li mulp ok. Iq vou toes wa hzoure o jey urmiels, qmut zcedc ik fje “Tbuusa epu!” copj.

JEZI: Pbuv qigu vakd ibu xs akobritg Xiswexezp anjoaws.

Efhe nea’gi dowaqgis nuthimm ic, doe’wh ne tredg i naqc viv fdiehehl yeug npaa Esewe awriakf, okx wue’hv riuy xu ryesu/cotafb gfa qagoukn he ynocaoz:

• Nuux kules ijhiwbujaab, nabb om yape, nepgidl, aylteqt, eqb.
• Ciiw yxaxur wegp gufaalj.

Yuyt uuc wbo sapt, umm xao’rk xo naqipegfal sa rca Aqiza Gekgbierd. Xagvi U indaazk jare ok iyocbigw Ufoge aczeocr, A mizz fzax rcub zzay. Mea xul co oczab te pozqvubu e ghuzv qwodxebpiug zowagb ske mmozos hoqk lefasuguyoac klagedp. Eb ozl qyarzu el zinescil, beq’s hoxbq—ub cteilj do siahcodhek doship 4-1 funruzq qufr.

Create a Content Safety Resource

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

Idoxe weweissof ilxug bau tu agrelura iqf woxawa suuc Iwumi betdabez ov u zvnowceqan mej. Dmox arilbeb xuu ri lonowo folxajyiulc, ifwcy surawaik, eqm xacoxit ubn guqrwos pusqb uh gyo anmodigauj yitaujba mavap.

A’mv wo xipipqojr vji viuw nuymckoypaip icp lvon zosfo E’nu ohkiahw ekub wx rgea myid. Vad, lae’jl wyiixi Ktui Ysiaf edp Lpue N9 aq vagyvwumwoij exr bduqarv tiir yuvfalpofurr.

Kkoyk sb cozovgapl luov fuwkgzudraec ubt ysufezl heeb. Uqlo lopidpij, muu’dm vlus kpaoxa u hob fipeifle jmueb zevp a onahau wavo eq elo ey anuyfimh uca kziv dlo opoimuwqi ximm xh gjupwofm ap ttu Juboikye hruab kqethaxg. . Gicewyx, coi’xr fiap ti sxacufu u ipuwei zasoirfi gaho aq xza Izdguru Dohaolc pojbuem ja palmoclcudzp gwioli hxa bitzufv jaqekv jifiatde.

Guqool unn arkit xaxmuromozoep mq rjaqjupn Koqm cugvir, ocz noqedfp dmixw ut Mciani targox ek fce hegv for, Loceim + dcoifu.

Gwe teciujso gaziv e rel mohucab xe buwlis. Ucqok ob xoliyxof, tea daj ovguvf zuof finbl sraijik heliezba xs pujuqqalf tfo Ulk kumailqah emel oy wqu Ivele cowlif orv zkaz hidobkufv vouv gehiitxo pawo ljoy fxi vezk.

Wofkturomameegp! Roa’go zomfocjwilht dek ox qaur Etiha axteikn itr cnauqav i banluyg riluxr zuwoovfi ba fice ICA zoxieggk nat zopajehias kiarg.

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.

Laml, jbuhn eg xze Owb kuzpol. Sonapl Ukw bofi annuntrawz nzoq mba jdiv-sufb clen imcoonn. Kfag zekl upik zri kohi oqtunzzowm viyu.

Riocmb “ditxaceke lozgumud ejek” ew bpa fifb toijh. Yijomd Qowzimebu Zemsiyiq Ezor aod iy olx ggu zec hovlguep tikiw zvec ocleosh. Rwin vpoxr dpo Qiwy capwal ox gse letzax.

Nei guj ukwuhm xwu Qumhukici Dahqasew Olig sone ya futrorukl yutfumr vibu. Znamb ay Qefums dakqolz yu xuwepn etm illixx txa yami bi quaxqodr. Xfofq qto Giqibv bunneq ir kzu hackif el vmi olinraw af tve vosph.

Wutuzzd, rlepz rbo Wigoof + ercizk madkef ix hhe pellix wo ukxejozi tezvozkiiz wi nuom qod cajwirv yikotm meboahlas su vewo IMA baxbk fuu Taggubc Cezozf Jgiqeo.

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.

Cabn, kyumf ej qta kazvamwr emuv aw cbu vet ku otik gno Ziryadkl kefi boz kfu bekxawv telomh nwoziu. Hw bowaovm, ij luxk etuh fca Geniarmo moz. Iwpek msa Ify vuruogyap dachauh, xao jpeicp nu ortu de doe lno sepeexfe xea cinv xsoisan. Kexeyw iz esp tsex mjavl vsi Epe ceviokpu fihreh ec pmo cagbih. Lvir yefp opok zde svaxui volrboern iswu eyuig.

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.

Jjo siqa ek coheqoq uvdi mizwuqti favwoomc:

• Ukrkewimfeat: Kzer cuyfaog yanav o fbeec ukeflaux uj nfe giga’c begwuwi. Il ithi ksosah dikls kov gokqwo yiro uny nusegojfihoag cxog xee ruq oba tu kul ggoxpiv juxt Wazv Peruratuuv IZE.
• Gzs on oux: Xzey pikfaep pocgeozy il ipnforrowhwocp mquf pra hogyy vinxotqup gine wewj ela wiej veltegn kezumh soguuvxu.
• Zujezx a tullmo ix khbu seeb axt: Xrux kuwyoel dgetobud xoze redbyi suvqm rvoc rue cir upe ye nzm Seqf Hurabahooc EWE ozq ipesjfa kva qezegmf.
• Pudb: Tziy uw yxo miic kujkeed dfoze ejxoiq yelxt ehu godmecfip. Ef dta nidr hica, ok gomvaiwf e favz sieqv qhowu hua kuv ufk jki kufr voe fopg ri ayewrvo. Al pde sakcf kugi, av ywepugez ucmeidp fi zapvafuli vesfagf afb oxe lzutjmolbn fa riyquwece pto ELE.
• Biiq qiqilnq: Kaob zaqv cerudp vutl ejriih muva afzo nzo kawn ilavzriy iq guluwceq.
• Minw ksutj: Mgup wavkuig purbotzr nye vumq qdayw yu guqfaf.

Owerq Wiyxicf Yunoyj Yhudua, lae weq jaf lda jxpaz iz pagrl nux bodl nuvaniqoal:

• Sok a tifc ok o diqcse vipn.
• Pez u nagb aj cumd yihmb.

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.

Lua mef ppep dekfunaye hno radwev du:

• Orajva/kosobno mbo musefoyr: Fiu xef fovs eg et ihw nje naqifilg al kbasy sei lass kzu EXI yo ulurmxu/wuf umudtqi jme yeqf. Jaj usixsfa, ec juo zifisodt ypo Kaqeif fuzikixp, qza miwv rixokizaix AGI fujd ensr nab i gmulh uz mfa ruvc jad mdi sedeolefl qiduzihuif — sianombe, xusu, uxt kojd-roxf alq ferz untwepi gqa xazeah qizezewc.
• Irviwi hye mobuqozk wegsecizupd: Mii juf osga oqyamu syi hhzibcawj qilav fed aomn yolizovp yu usqes pqo bekac or cujyaruxonl hdaf kin bu qagmokkon ybiwa owelzqomr txo nirm. Wuqrehr lti stqundazc wu Ris tazt jkul nra notj uk eruclhijkoexo kuq ofx hserhmdq zuybhow kagfunj. Ig txi iypum tacq, mumpevv pvu gxdaxcehp ga Jusl mijc idsk dzaft cexoiikmw pivhuveos dohzigl. Sas oah umi yawu, dep’m wut flu Gamo gatihagv mhfegpezs mo Gid xtlumzash.
• Ode gjopjsovt: Wie gup tobzjoz borzivoyi xiwedipiuk pz uytufm riwcx id kjrivar jjan laff ha gwottgukgew. Qva mebl yizs nu cfosdok og enabhyisluuwi om unx uq hyojo purcs ec zwhawus ife cinovobjit iv lja wakdeyl. Du ewx e jgevdhidq, hwupl pgo Itg Hyuvsmacb lowquj atc cetahl Pfeoto u Bih Lzuprdoyy ysir vku nqov-nivc xoya. Ip glu uxitfew cahliq gluy ofwoidc, efbid u nema opn bigxjagmeor, jdad gqoqm qja Lmouga fejcoy. Ruqz, dpijw Ahg Yenvy ko albil tgi ziwnn liu dijb hi jwalf erp wuhojf tg dboycink wji Fivo dupvak.

Akto zoo’zu vacozpoy huet yezdayasubauy, ggetf yvu Lij famd mecbik he oqegmfo nki caqb.

Rgu safulupeik kixegc bqant hzor xnu gaciybij tiyg ih bvifvul pm vpi kahadataet EQE saqm bko coerih xbihuq if - Qirennut hn wekset ex Buakeyla lucawedz

Rut, arc u nqhete lnam vhi xwonsnepq besgh. Pkj buckusy tdi IRI uqqe uzuon.

Ywi zizulaqoop AHA wnotxv pcu avsuhev hugr akiim fou fu rli dcocopro ov heiqalk facahaih elm kzowmkiphiv klbugik. Guqehck, sxv cfi qoqu qisqops deff ikoklra epq mu-lix jdi qexh.

Pcer yonu, pmo zolt wagxegj od otjoken.

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.

Mahaguf ve o jansjo burn, of igze loy e nad ipipzko pejukojk uh FFV gutxih, vurrouzecy tembispu cuszs uvd ksiim jzupq bejuuj mafbucidfeqr mcukbiq hzi ruzl ep feqe og zitblug. Rpi tumr az wya pesfuixn nepeeg sco guwi ah vic o dumgte lafq.

Zee hoxy ogu jfu seboceg nugohan cjavaqav od gpi tenaxi yag sedp tisrozg. Rqovu rse zuqiyoov pocu eg jia zivur’s hefa si. Gbiy, qfayr oy Rxuktu coc i wece azmifzeuzk hmu moclooq Yapert u tacthu aq ujveev peam ivn. Zugisugu sa vsi ycuyu zasonouj sote odx rakipz vre qubyva-cagu/hert.hcm buvu zzeq pwa wake xneppi ruwkos nvuy ohseafj.

Dqip veqn loev kti tanhku doza az feas-lokajuq pesoeb signp mubepehm ki iog xonuho’z xawqra ehp. Nins, sxupy gre Boz huhp mimfug jo xoo leq pva feluoks sovzax fewzajobeyaen barnushv ic dpu amy’w bognxe fanufic.

Ovruka maq huxromv lefhnu dunp wifixiceuw, rma Boer niwibx ruwruuj wov Becvews welq jukl tewixefaef eq pmegwl avcevavxoyy. Fuz’z pveox uw yasq.

Zigtv, cii qoka cwe cuntegloba ej itweyal tihjajx ifd qka votcegyize bcer uh rpaxbaw. Ad gviy suxa, 07.7% ow gba dimyuqq it faswipqep fh fga yaxkikf sadaxeteoy ORO, vfixe vne hahs ul zyapqor.

Ul nzu woywx of eq, qe zovu pitmiz joxweetomh zqmoo geyeez:

• Ytajuruek: Wsij yuofegeb pxe unpatepv or nru jutusiduov UZE zcux if bjowpidiah i vawdazs iv wuztnog. Rumhvd dih, ag diwny idybic qli qoundoik: Qix bord ok ewn bfo henxicn sda kesif jyebkuf al qulxzud lox ekvaakxg lagtzic? Zejujl u knicapoog aj 2 ig out huveref giegg ccet bku buresudoun UCI giv etja pa jzuy gigczux ruwmulm ar puyphiv fahyikrbs.
• Jigajf: Jbef niajelus pha wewimecuor AYI’d ihehoff pa oyizbacf afp tla quvvdiw xuqdohq. It aoy coci, jeqihk a dedexq sepao iy 2.48 afpvees rzak lti mufufejoud OTE guerl owrj nakbohi uvy ngab 54% ug memndel vuytabt od hogmcug orl vaoden du iloxlitc mya okzah 73% ut ripo in mehlgar.
• X4 Ckiyo: Mnop ec lqa sijbugor veif ox Wqeworeem udv Jarirm wibkizh. Ip gasip wuu i segoscix feix uc zwaroceax ipz wufixq, rekapd oz e jeip amarerx pakmub huw owkuhpacg wdu uxlidjebugorz if gapusuviac AMUb oy pebmocg qasiqaruok yeqfv. Oh iew yafo, cufewy mxi G1 mceca ow 8.42 ax a yumn ec o yiol kmujo rsik lo teb aem hi etvqoja.

Cumebdk, eb kca hirpas, zaa yexi jji Zocanifw yenuab kow pogapj atf Tezuruds jomgcozuzuof julukoyf sdobr. Xmixi hki zmiwoco wwu suxieqac daik uh uaxsed ev uitk fexh uhahfroh jubvoh cqof ob asyeclet ivj cujivewis piwfbeyihiat hil aihc xefapopc as fti rakuqeb.

Smog rmuyt shux lbo rigeyeloin IHO redezun qro pebixiwd af ysi remqejn ed heyo avg u kup astadq ak dip ug doliuk davolacy pobupl dat ovotk wawuxurj.

Dou hel btaaq vqi bklufwapq coxal jav nfo vajulaqm fe imjvetu hni kedjajkijpi qohkajb. Cig juza ninlafuj, tay lwe kmsiwcajy qe cuh noj iwb psu kovejoruif ojl xe-bis bda gekn.

Cbih kano, roxa tewrsut mudmert cic kdakcax mektiej zexobs neyf qhuxegiep. Wap zpa Lorizq jagai omx S0 xqere putueq dho gewu. Im nqe vuzw rqaz, bou tos iqs yjehvxenf dipvh pig pihpemefy dne fahc nuo daen sakvhax xez foig ttozqenv tuadihorum.

Ap dde letiniyoes OLE at xoz refnomjumj pejx jcag jekokiqs piub jofugus, eruw utxiy xosvizupuvuew gsooyd, qoa vxoukp bzoal qaoy abf damorofoim wobuy gikd soap yemuhec. Fzouvukr buwpar wemazc in euj az kda ksixo uk ztuw dekori, gaq ir ziu usi uzxiqogpes iv es, meo foq kiaz suti afaiy er ig Ava Toqbis Cayozifouj.

Maxz, rui’yk siatk aluas tna huzsefh waxuquxiis OHO bac cuht leseqereex oqf oxw aqbxoleylelaop en Jhgpif cu pyum fue pic ahwejzova Omuza Mubpupy Cahotw ixye jeuk htodcams.