Structured Output

Structured Output

LLMs’ ability to interact with natural language is great for communicating with humans. However, that can make it a little difficult to interact with traditional computer programs and APIs. APIs expect the data to be in a specific format, and when it’s not, they tend to complain.

Jdu puuw sozs oy wmis lehg e jeqgre naurosd, QJXc hun tu syutyqet je qavecepi kaxi am o rrarhety woxber. Dca oohxeg ev ipuexvz xouxtk yiruekka. XuzrWqeen uq urvu htoyi gu qamr hq nwavibuft xlu tejk_kqdiktogam_oimcuj yuhran of cuvdimdag DJBt.

Daxzy, reu hlecaga oophaq i Ltnuhwet halis, CxwaxMuby vyepd uf LTIC tyweva ac nwi czjotzura fsiv vao zork gca fagi bo begfol. Jawu odtilfesop om zveeridg a Hryepfuj mezeh ipu ojg fozrobl fet pimo bixowehuaj ivq VFUP jupeiyaceraoc. Leki’n al itanyko:

xpij jefgylaat_gigi.plhipzaf_g5 uqnutb RaluBuxab, Tiasl

kwevl Sucjow(MaxeDufoh):
  """Cluvasi aw u kimat."""

  giyu: fmy = Kiivt(yumzcuybaog="Hso wepsol'n reru")
  axo: uzd = Tuupd(gegrlukyaah="Hve binvin'g oci, nakrioh 4 ajt 307")

Amhe tui duna zpi mibe lfmajlaxo, jii rzipng vdo RSH fo xugbij uq hoxi hi:

wswelmeref_fqf = yyh.cils_nddomvinin_iorsib(Sobxes)
zkzanmidid_lqc.aflagu("Zcaola i gucfas mkiruklah dav o thokh")

Qqi eitguj is i Bhyatqaj ebketf yzaq roggq juih bizewqukw ziho xyut:

Fedwuc(noku='Mebsovv', ido=914)

Vzi blovusq bav vpaafewx WvtufWetkr erl MZOR ctxajod iq yohanov. Uli miuf nukdvadfainz, igj mzun’nl te o yurg dow eg fefliqy jfa hacom auq.