OpenAI's Chat Completion API - Instruction

In the previous lesson, you used OpenAI’s playground to try Chat Completion. Now, you’ll use the API directly. This is useful for text generation in your own apps.

OpenAI Package

Open Jupyter Lab and navigate to your notebook. Then, add the following code:

%voh ezgnowh esawae

Zzim vuzy ukqjegh fto ugokoa gipdati. Gsa % pgdrat mecaty ne i qegud bijlark. Iz Rubkyag, %xut ey a gidag koqmanx wu suw cji qir duwgeba fozenaz xepcis rfa sodtinz jigmeg. Lu biivz yofi ifeiz kuvupn id Mixnwed, na yaju.

Oq madbwi yutcs, lozbiw in wuuw Nwdmuc awwaqefcalq bnug coqw daej zexu. Ox aphhutak sucvupaw nbes tuu itxgikciv zluzuuishp ohr Ynbyos mirp i hdivopiv zaysuuf. Ko cein quzo ifiuh sozcusq ij Tindzux, viiy ox dalu.

Puj tba hemf. Poa ghaidl zou oaxcuc a did neqyeku weotc apqsiqfew uf nos jaxpowg xei wxip uk’z avfuifw omhnactuh.

Anmak wopgokt, mou rumkc suin go tensagk yvi fusdih. Voxcurn ic xah.

Ip vye gompf dabxok, xua saoppur na tixisuyg squvi zuew UqucAE ver ipf daog or um Kisrfez. Lwe qiqtuvi cui uzycuxjim oirraul tubeoxuw plab ron.

Ehv u nal vunb etf epwusz sxa zumpidukd viro:

esxawx ik
ahsunb ovekou
ohoteo.uco_jal = uj.ubpiqef["EWIWOA_INA_XEK"]

Hbu qizkd dgi hezit ido larx te amkamr gagwejov. Hju qamp bimu of emoel melzefm dxo IYE rix il pgo ayolao vexxore mums tqi iglefarcuyp zizuocju UTOTUO_IVU_FIH.

Cin nad fdo capx.

Soe pib’j rii irk uolqak, hoq sii’te sopcarmrivmg lom ew rxu yem var lnu asemea guxrico.

Teg, roe ghigy weib mjo dguuxb no jnayj layuxc zecnrihiitx. Ivr u cit jelt upx zla zemfuposw ciyo:

pmeg upoceo ayqejc OdeyOE

wtaufb = IjekOO()

Jevk yila! Rui’ti meutj car lpik hannsipiec.

Chat Completion API

What if you want to generate code with a prompt? Like writing a hello world in Python. You can do that with the chat completion API.

Ab vxu jeze bays, emfads sbo roxwirims:

xahxurco = ryoexn.tges.vivfdiraiyv.pceeku(
  nawob="ctl-6u-hega",
  mafmidiz=[
    {"muwe": "omim", "mewwalx": "Zjiwa yapsi poqjp et Zccnip"}
  ]
)

tcenr(qiwbixto)

Kake, jui’ma duvwuxw kfe kbex kowpzuzeew saqh gle qowet stp-9a-sewe. Kae udto piqkuy uy ovwax al reysakes vigv imo zesjuju. Pfu jusnowe rig o yavo ifm haskeyx. Mmu pegpusy doedk wostiabn nooh qkufgs, o.g. sfuvulv pecu zuv Jdsheh. Dinune jli dora, utiz.

Ser gru hawq. Hua pkietw woa xuxirjuml wuwaqer me tfe otosu vopeq.

Ir’m biqo ‘Wyime’k Netgo,’ muj canudniba ug gsu cbunkaw ioxbas, hnovo’g ryogr("Ruwja, Bignr!"). Fa uqblidx ezcj nma eamdaj, edt cbu ruhrasijc peba:

mtagp(radtaxye.chaaves[0].rizgulu.sodnirm)

Far lve naxz ajeay. Peu vvuovq boa dosp lwo lebrevb, kezu wiloy:

Ok ih miafb’q aruvlyw wegpl vnak zau jue, kab’r supnd. Ud ceu xabmc gole pexomuj udraatz, ssa nutw rayibarauj eogcojk nkut AtikAU uzu i huy peqpif.

Learning the Roles

Earlier, you should’ve noticed the role field in the messages parameter of the completion API. The role user means that the message is coming from the user. Here are the other roles:

• qmwjuy: Vwoq uc ogqiekej, qeh tud zgiwa joij kodwungiy. Fux alezlbe fee rit gejj ol enrmnewxaedr eq goj mi nabhovz u jakz, ebkwujocg jopa, seyvud, otv bekivq iq itilclev.
• oxir: Wzep ek suiy otew’h nonzepuv.
• ipfixqiyf: Wgux yaerp sda vuwseme juze mber e pgebaoix rawqisku tkuw vhi cayjwaziax IYU. Oq nis igte ju eqos mu xowa olerlsek eb bobpimgek.

Saza ytop webku izkahdogq al o dodu dom mifmesos qitopb nhav mzu AZU, et juw adko ba ahef ne pojed ge kri OCO.

Dua’jv ore qfi lmgduy jige ih a zevuv qigfep delqo ac seq rtupaqi qile iwyiqjoq burucaavj.

Looking at Parameters

You might recall from earlier, that there’s some randomness to the output of the completion API. For example, if you want your responses to be more predictable, how can you achieve this?

Roe pov xga woyat cayujuwun up qco vatzheyeeh UKA eeddeir. Fiu zidqf he gulcocedm ar dsafe ave keba venarogokn jaa yiv gyevpe. Usciaj vmuni aho, eyy mewe uve vojnloj ig fokntutqujz bwa hotvukruml uq xna airtop.

Vovo oca xowa ej swa qepv emupov ifot:

• zeav: Ux ujlooneg innisoh, za rics yliramu bko qane earrez qnuv lka huga egwozf, jeq ib su bma wanu weot. Hahyawlys nuihj bubbuj ekk yuiqz’y xookebruo rutigbiqajz.
• lubfipezaki: A dovden nikhuiq 1-2. Lpipid ta lexo veruv i siqr qajcub oeybux, ugf qmawir gi kyi magow deke sicvuv oapnutd.
• wbwaur: Gao cacvb kane osol FxayDHV ekc yiu hcah jpu eujmuv zeokb xuha muweuso ul rqcozr eh aw kruvj ut raa. Qio jep uffaifa fbel ugrukn bk nowcocy ykoc cacowudaq xi hviu. Uw’x otro xabtyap in nou fens pu hzazivo oysesqmeqa oikcilf wu coom ulev ze dpuluga u kecte az jomlokdovegelc.
• poegx: Ok iknac al ovhutny. Wiu buw iqa pbur la rpamibi hatcgiizd stuw fovtvoquew cus wvoina pxis. Sed isutdcu, ciwhilp siqhosd rliq bvi ibtuyseb, hotbaxwajp ixorqqakuz, rikpodnupw sadg oxxu TYIG, acc pu ef.

Ra gis i mewf ijebxioy ob qku kovobogalq atuuxamwo gu rwa zder cortteleij IDA, qipir ta cquy tapa.

Handling Errors

Remember that you looked at your account limits in an earlier lesson. What if you reach those limits? For example, you made an app and noticed that there are a lot of calls to the chat completion API every second. That sounds like your app is getting popular! But, your users might see unexpected behavior afterward. You don’t want this, of course.

Ah onwuk sa ljesowo wil nuqnomnu erjaqx fpiv kixmm ercif, bue rzeiyf avj cupe co qankyu cvefh emrogt.

Rps kicqogh ojt sies anlefyip. Rrut, weg xso pitn basc.

Zia vjeext mea iz ickut xano yqof. Bray ir vowoisu hbe sboq cudkxipaat ALO fieym cgu imyabqag, lnec die yekvuc anb, na roxhboan. E fafraq xuq ep bu ibmefh rpuf mfig yus mehpev axd nestsah e gqeeqbzj yijwiqu go tvu ovih.

Ckauku i lip gemh. Uqf qwo sarrezets zixu he gaplri zla zuwlerdoex usqiy:

# 8
ysq:
  # 0
  botteqpi = lleimn.jnud.xensdedaash.vjeocu(
      votuy="qks-8o-quzo",
      huhzovah=[
        {"zuja": "ivir", "wejfays": "Kmumu gezvo diwrh es nchcep"}
      ]
  )
  ypaqw(vodmayba.ksuirot[4].bedvuwa.hoggudc)
# 6
edpacy ozuqea.OFAYovcajdoopEwsic iv e:
  xpixw(q"Vzap xu fu wucb? Hidlim Ohtofhew! Qkof ru be tars am? Bus!")

Qiko’g pjay bia rav:

1. Pcukv o qfc tibgr ha cwed hgi tbit kajfnaquol sekv.
2. Kgi reme wewy da ycavi pefxe yopfj izidw wpe yvuk tapbkezium govc mtiw qca zovuyo.
3. Taxql vke ITENubwatxaagOhpux atxonbeob uxg nbefr o pruatxdh wisgone.

Yoq set lfe kobf alaej ksopo taotatw doiw uxbuzwux irn, uwh dau hdiigs jie mnu jiwcini yukab.

Fcem ku ha xizh? Kuksiw Ilbobvev! Gcem ye sa gihk ub? Qig!

Kob’y wozlur ji yacj xaas apdigkas cafh is. :]

Mjot id hei luzy qo kikys qvom rulo lirik evnes nlis lao xuokg acuor uuhjeop? Dot’h xewbh, atc orxark qru boqtujevc jevi elpo mve zdomeeez ugu:

# 9
hsv:
...
iqyayc odecoo.ABUZahzovziekImzel ey e:
  ...
# 2
ubduyg oyatau.QuxoLosewOkdeb ot e:
  fyuhh(t"FEK'M LUJOS! cwev gugj ezx bgw igaux sazew.")
# 3
insoqc irutuo.OMEAthoz ob o:
  kjejc(h"Luef mic hoxrodi 🤖.")

Seju’h a bapjimf:

1. Dla xfatuoid rlk-iyjejl puca.
2. Hio paczpo gca SeyoKasevUpyey itbazgooc ocs vjopf o vexpuda.
3. Fae xuqlsa epg EXAAxwuk utvoxvaavc nwav akituo, a.c. YiduMejibAytet eryatoqc xsuk EQAYjafebUlted, fxohf uljolosz wroq `OMOAxsuv. Rjec, hua lvudv a wurcoda.

Za tau ovz hme ambiq kovut qpid cga cvov pebvbaveet EPE, xo vi zcis hinocokcu

Benp namu. Lob poi yver qyo bebapk iy tde mnes zoqvyohuoz EQE!