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  "aboutHtml": "<p>Cloudflare Clef je väčší hustý model v rodine rozhodovacích modelov Clef, dotrénovaný z modelu Qwen3.8-27B spolu s jeho vizuálnym kódovačom. Cloudflare kombinuje tento základ so spoločnou hlavou schémy, ktorá smeruje dôkazy k otázkam a hodnotí ich povolené možnosti spoločne. Clef prečíta situáciu a v jedinom doprednom prechode vráti ohraničené rozhodnutia s pravdepodobnosťami. Jeho výstupom je výsledok klasifikácie, nie generovaný text, otvorená správa ani navrhovaný príkaz.</p><p>Stav a schému otázok pripravte ako samostatné vstupy. Stav môže byť reťazec alebo JSON predstavujúci záznam, konverzáciu, obsah dokumentu alebo situáciu v aplikácii. Otázky sú kľúčované stabilnými názvami a tie isté názvy identifikujú ich vrátené odpovede. Definujte, čo má každá otázka zistiť, a opíšte relevantné možnosti. Záznam podpory sa môže pýtať, ktorý tím má požiadavku riešiť, či je dopad naliehavý a ktoré kritérium závažnosti platí, bez toho, aby sa tieto rozdielne rozhodnutia spájali do jednej vágnej kategórie.</p><p>Otázka typu noul vracia pravdepodobnosť, že binárna podmienka platí. Otázka typu choice vracia vybranú pomenovanú možnosť, pravdepodobnosti pre jednotlivé možnosti a istotu. Otázka typu score používa zoradený zoznam opisov indexovaný od nuly a vracia očakávané skóre, legendu a pravdepodobnosti. Zlomkové skóre má význam, pretože zhŕňa neistotu naprieč zoradenými úrovňami. Preskúmajte rozdelenie aj vybranú odpoveď; dve blízke možnosti môžu odhaliť rozlíšenie, ktoré vstup nerozhoduje.</p><p>Pri kontrolách pravidiel zahrňte skutočné znenie pravidla a fakty zo záznamu. Príkladom je pracovný postup spracovania dokumentov s otázkami, či je záznam úplný, ktorá kategória kontroly platí a nakoľko silno dôkazy podporujú okamžitú pozornosť. Na samostatné podmienky kladte samostatné otázky. Hodnotenie súladu modelom by malo zostať naviazané na dodané pravidlo a dôkazy. Ak dôležitá podmienka chýba, schéma a aplikácia by mali mať premyslený spôsob, ako s touto neistotou zaobchádzať.</p><p>Pri vizuálnych dôkazoch dodajte čitateľný obrázok a otázku o viditeľnom stave alebo definovanej kategórii. Kontrola kvality formulára môže hodnotiť čitateľnosť, prítomnosť povinnej oblasti a to, ktorá z dodaných úrovní kvality ju najlepšie opisuje. Rozhranie výrobcu s otvorenými váhami prijíma aj polia snímok videa. Snímky udržiavajte v poradí a určte udalosť, ktorú treba posúdiť. Ohraničená rozhodovacia schéma dokáže takýto materiál klasifikovať, zatiaľ čo požiadavka na naratívny opis alebo ľubovoľné novo generované polia patrí k inému druhu výstupu.</p><p>Hostovaná referencia výrobcu uvádza kontext 65 536 tokenov, jednu až 64 otázok a až štyri vložené obrázky. Obrázky PNG, JPEG alebo WebP sú obmedzené na 4 MiB a 16 megapixelov na kus, s celkovým objemom 8 MiB po dekódovaní; celé telo požiadavky je obmedzené na 13 MiB a vzdialené odkazy na obrázky sa neprijímajú. Vstupný rozpočet zahŕňa otázky aj médiá. Dlhý text sa môže skrátiť, aby sa zmestil, preto zachovajte rozhodujúce pasáže a označenia zdrojov. Tieto limity opisujú hostované obrazové rozhranie výrobcu; kódovač s otvorenými váhami má vlastné reprezentácie lokálnych vstupov.</p><p>Vydanie od Cloudflare opisuje tréning na hodnotenie viazané na schému a kalibráciu pravdepodobností. Model extrahuje relevantné dôkazy pre jednotlivé možnosti a potom zohľadňuje informácie naprieč poliami. To môže podporiť rozhodovanie o viacerých súvisiacich otázkach v jednom zázname, no vysoká pravdepodobnosť tým nezaručuje, že podkladový fakt je pravdivý. Vyhodnocujte zložité, neúplné a do kategórií nezapadajúce záznamy, ako aj jednoduché prípady. Užitočné rozhodovacie kritériá pokrývajú situácie, s ktorými sa pracovný postup skutočne stretáva, a dôležité rozlíšenia robia explicitnými.</p><p>V pracovnom postupe agenta môže výstup určiť, ktorý definovaný ďalší krok sa má zvážiť. Dodajte aktuálne pozorovanie a kandidátske akcie s jasnými opismi, potom uchovajte vybranú možnosť a jej pravdepodobnosti. Okolitá aplikácia uplatní svoje pravidlá pre akcie a zaznamená, čo vykonala. Tento záznam o vykonaní udržiavajte oddelene od výsledku rozhodnutia: výber cesty kontroly nepreukazuje, že kontrolór konal, a výber diagnostického kroku nepreukazuje, že krok uspel.</p><p>Konečným artefaktom je objekt odpovedí spolu so stavom a schémou, ktoré ho vytvorili. Tieto záznamy použite na preverenie neočakávaných klasifikácií, odhalenie nejednoznačných kritérií a porovnanie výsledkov s preverenými príkladmi úloh. Ak používateľ v ďalšom kroku potrebuje písomné vysvetlenie, rozhodnutie a pôvodné dôkazy môžu slúžiť ako vstupy pre samostatný krok písania odpovede. Clef poskytuje ohraničené pravdepodobnostné rozhodnutie potrebné na voľbu tejto ďalšej fázy s jasným prehľadom o tom, čo sa vyhodnocovalo.</p>",
  "aboutText": "Cloudflare Clef je väčší hustý model v rodine rozhodovacích modelov Clef, dotrénovaný z modelu Qwen3.8-27B spolu s jeho vizuálnym kódovačom. Cloudflare kombinuje tento základ so spoločnou hlavou schémy, ktorá smeruje dôkazy k otázkam a hodnotí ich povolené možnosti spoločne. Clef prečíta situáciu a v jedinom doprednom prechode vráti ohraničené rozhodnutia s pravdepodobnosťami. Jeho výstupom je výsledok klasifikácie, nie generovaný text, otvorená správa ani navrhovaný príkaz.\n\nStav a schému otázok pripravte ako samostatné vstupy. Stav môže byť reťazec alebo JSON predstavujúci záznam, konverzáciu, obsah dokumentu alebo situáciu v aplikácii. Otázky sú kľúčované stabilnými názvami a tie isté názvy identifikujú ich vrátené odpovede. Definujte, čo má každá otázka zistiť, a opíšte relevantné možnosti. Záznam podpory sa môže pýtať, ktorý tím má požiadavku riešiť, či je dopad naliehavý a ktoré kritérium závažnosti platí, bez toho, aby sa tieto rozdielne rozhodnutia spájali do jednej vágnej kategórie.\n\nOtázka typu noul vracia pravdepodobnosť, že binárna podmienka platí. Otázka typu choice vracia vybranú pomenovanú možnosť, pravdepodobnosti pre jednotlivé možnosti a istotu. Otázka typu score používa zoradený zoznam opisov indexovaný od nuly a vracia očakávané skóre, legendu a pravdepodobnosti. Zlomkové skóre má význam, pretože zhŕňa neistotu naprieč zoradenými úrovňami. Preskúmajte rozdelenie aj vybranú odpoveď; dve blízke možnosti môžu odhaliť rozlíšenie, ktoré vstup nerozhoduje.\n\nPri kontrolách pravidiel zahrňte skutočné znenie pravidla a fakty zo záznamu. Príkladom je pracovný postup spracovania dokumentov s otázkami, či je záznam úplný, ktorá kategória kontroly platí a nakoľko silno dôkazy podporujú okamžitú pozornosť. Na samostatné podmienky kladte samostatné otázky. Hodnotenie súladu modelom by malo zostať naviazané na dodané pravidlo a dôkazy. Ak dôležitá podmienka chýba, schéma a aplikácia by mali mať premyslený spôsob, ako s touto neistotou zaobchádzať.\n\nPri vizuálnych dôkazoch dodajte čitateľný obrázok a otázku o viditeľnom stave alebo definovanej kategórii. Kontrola kvality formulára môže hodnotiť čitateľnosť, prítomnosť povinnej oblasti a to, ktorá z dodaných úrovní kvality ju najlepšie opisuje. Rozhranie výrobcu s otvorenými váhami prijíma aj polia snímok videa. Snímky udržiavajte v poradí a určte udalosť, ktorú treba posúdiť. Ohraničená rozhodovacia schéma dokáže takýto materiál klasifikovať, zatiaľ čo požiadavka na naratívny opis alebo ľubovoľné novo generované polia patrí k inému druhu výstupu.\n\nHostovaná referencia výrobcu uvádza kontext 65 536 tokenov, jednu až 64 otázok a až štyri vložené obrázky. Obrázky PNG, JPEG alebo WebP sú obmedzené na 4 MiB a 16 megapixelov na kus, s celkovým objemom 8 MiB po dekódovaní; celé telo požiadavky je obmedzené na 13 MiB a vzdialené odkazy na obrázky sa neprijímajú. Vstupný rozpočet zahŕňa otázky aj médiá. Dlhý text sa môže skrátiť, aby sa zmestil, preto zachovajte rozhodujúce pasáže a označenia zdrojov. Tieto limity opisujú hostované obrazové rozhranie výrobcu; kódovač s otvorenými váhami má vlastné reprezentácie lokálnych vstupov.\n\nVydanie od Cloudflare opisuje tréning na hodnotenie viazané na schému a kalibráciu pravdepodobností. Model extrahuje relevantné dôkazy pre jednotlivé možnosti a potom zohľadňuje informácie naprieč poliami. To môže podporiť rozhodovanie o viacerých súvisiacich otázkach v jednom zázname, no vysoká pravdepodobnosť tým nezaručuje, že podkladový fakt je pravdivý. Vyhodnocujte zložité, neúplné a do kategórií nezapadajúce záznamy, ako aj jednoduché prípady. Užitočné rozhodovacie kritériá pokrývajú situácie, s ktorými sa pracovný postup skutočne stretáva, a dôležité rozlíšenia robia explicitnými.\n\nV pracovnom postupe agenta môže výstup určiť, ktorý definovaný ďalší krok sa má zvážiť. Dodajte aktuálne pozorovanie a kandidátske akcie s jasnými opismi, potom uchovajte vybranú možnosť a jej pravdepodobnosti. Okolitá aplikácia uplatní svoje pravidlá pre akcie a zaznamená, čo vykonala. Tento záznam o vykonaní udržiavajte oddelene od výsledku rozhodnutia: výber cesty kontroly nepreukazuje, že kontrolór konal, a výber diagnostického kroku nepreukazuje, že krok uspel.\n\nKonečným artefaktom je objekt odpovedí spolu so stavom a schémou, ktoré ho vytvorili. Tieto záznamy použite na preverenie neočakávaných klasifikácií, odhalenie nejednoznačných kritérií a porovnanie výsledkov s preverenými príkladmi úloh. Ak používateľ v ďalšom kroku potrebuje písomné vysvetlenie, rozhodnutie a pôvodné dôkazy môžu slúžiť ako vstupy pre samostatný krok písania odpovede. Clef poskytuje ohraničené pravdepodobnostné rozhodnutie potrebné na voľbu tejto ďalšej fázy s jasným prehľadom o tom, čo sa vyhodnocovalo.",
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      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">•</span><h2 id=\"sheet-title\">Cloudflare: Clef</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Zavrieť\">×</button></div><div class=\"idline\"><span>Cloudflare /</span><code>cloudflare/clef</code><button type=\"button\" id=\"copy-id\">Skopírovať ID</button></div><nav class=\"card-jump-nav\" aria-label=\"Sekcie karty modelu\"><button type=\"button\" data-card-jump=\"overview\">Úvod</button><button type=\"button\" data-card-jump=\"methods\">Vstupy a metódy</button><button type=\"button\" data-card-jump=\"pricing\">Cenník</button><button type=\"button\" data-card-jump=\"examples\">Príklady</button><button type=\"button\" data-card-jump=\"results\">Výsledky</button><button type=\"button\" data-card-jump=\"aliases\">Aliasy</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"Metódy API\"><button type=\"button\" role=\"tab\" tabindex=\"0\" aria-controls=\"card-method-content\" aria-selected=\"true\" id=\"card-method-tab-0\" data-card-method=\"Ultra|systemone|/v1/systemone|cloudflare%2Fclef\">System One</button></div><div id=\"card-method-content\" role=\"tabpanel\" aria-labelledby=\"card-method-tab-0\"><section class=\"card-section\" data-card-section=\"overview\"><h3 tabindex=\"-1\">Úvod</h3><p class=\"mdesc-full\">Cloudflare Clef je multimodálny rozhodovací model s 27B parametrami na klasifikáciu, kontroly súladu s pravidlami a voľby v pracovných postupoch agentov. Vyhodnocuje dodaný stav a typované otázky a vracia pravdepodobnosti povolených alternatív, vybrané kategórie a vážené skóre. Prijíma textové a vizuálne dôkazy bez generovania textu.</p><dl class=\"card-io\" data-card-io><div><dt>Povolené vstupy</dt><dd>Text · Obrázky</dd></div><div><dt>Výsledky</dt><dd>decisions</dd></div></dl><details class=\"card-about\"><summary>O modeli</summary><p class=\"note-s\" data-model-method-boundary>Tento opis pokrýva možnosti modelu. Dostupné vstupy, výstupy a voľby v Ailoot sú uvedené nižšie pre vybranú metódu.</p><div class=\"mabout\" id=\"m-about\"><p>Cloudflare Clef je väčší hustý model v rodine rozhodovacích modelov Clef, dotrénovaný z modelu Qwen3.8-27B spolu s jeho vizuálnym kódovačom. Cloudflare kombinuje tento základ so spoločnou hlavou schémy, ktorá smeruje dôkazy k otázkam a hodnotí ich povolené možnosti spoločne. Clef prečíta situáciu a v jedinom doprednom prechode vráti ohraničené rozhodnutia s pravdepodobnosťami. Jeho výstupom je výsledok klasifikácie, nie generovaný text, otvorená správa ani navrhovaný príkaz.</p><p>Stav a schému otázok pripravte ako samostatné vstupy. Stav môže byť reťazec alebo JSON predstavujúci záznam, konverzáciu, obsah dokumentu alebo situáciu v aplikácii. Otázky sú kľúčované stabilnými názvami a tie isté názvy identifikujú ich vrátené odpovede. Definujte, čo má každá otázka zistiť, a opíšte relevantné možnosti. Záznam podpory sa môže pýtať, ktorý tím má požiadavku riešiť, či je dopad naliehavý a ktoré kritérium závažnosti platí, bez toho, aby sa tieto rozdielne rozhodnutia spájali do jednej vágnej kategórie.</p><p>Otázka typu noul vracia pravdepodobnosť, že binárna podmienka platí. Otázka typu choice vracia vybranú pomenovanú možnosť, pravdepodobnosti pre jednotlivé možnosti a istotu. Otázka typu score používa zoradený zoznam opisov indexovaný od nuly a vracia očakávané skóre, legendu a pravdepodobnosti. Zlomkové skóre má význam, pretože zhŕňa neistotu naprieč zoradenými úrovňami. Preskúmajte rozdelenie aj vybranú odpoveď; dve blízke možnosti môžu odhaliť rozlíšenie, ktoré vstup nerozhoduje.</p><p>Pri kontrolách pravidiel zahrňte skutočné znenie pravidla a fakty zo záznamu. Príkladom je pracovný postup spracovania dokumentov s otázkami, či je záznam úplný, ktorá kategória kontroly platí a nakoľko silno dôkazy podporujú okamžitú pozornosť. Na samostatné podmienky kladte samostatné otázky. Hodnotenie súladu modelom by malo zostať naviazané na dodané pravidlo a dôkazy. Ak dôležitá podmienka chýba, schéma a aplikácia by mali mať premyslený spôsob, ako s touto neistotou zaobchádzať.</p><p>Pri vizuálnych dôkazoch dodajte čitateľný obrázok a otázku o viditeľnom stave alebo definovanej kategórii. Kontrola kvality formulára môže hodnotiť čitateľnosť, prítomnosť povinnej oblasti a to, ktorá z dodaných úrovní kvality ju najlepšie opisuje. Rozhranie výrobcu s otvorenými váhami prijíma aj polia snímok videa. Snímky udržiavajte v poradí a určte udalosť, ktorú treba posúdiť. Ohraničená rozhodovacia schéma dokáže takýto materiál klasifikovať, zatiaľ čo požiadavka na naratívny opis alebo ľubovoľné novo generované polia patrí k inému druhu výstupu.</p><p>Hostovaná referencia výrobcu uvádza kontext 65 536 tokenov, jednu až 64 otázok a až štyri vložené obrázky. Obrázky PNG, JPEG alebo WebP sú obmedzené na 4 MiB a 16 megapixelov na kus, s celkovým objemom 8 MiB po dekódovaní; celé telo požiadavky je obmedzené na 13 MiB a vzdialené odkazy na obrázky sa neprijímajú. Vstupný rozpočet zahŕňa otázky aj médiá. Dlhý text sa môže skrátiť, aby sa zmestil, preto zachovajte rozhodujúce pasáže a označenia zdrojov. Tieto limity opisujú hostované obrazové rozhranie výrobcu; kódovač s otvorenými váhami má vlastné reprezentácie lokálnych vstupov.</p><p>Vydanie od Cloudflare opisuje tréning na hodnotenie viazané na schému a kalibráciu pravdepodobností. Model extrahuje relevantné dôkazy pre jednotlivé možnosti a potom zohľadňuje informácie naprieč poliami. To môže podporiť rozhodovanie o viacerých súvisiacich otázkach v jednom zázname, no vysoká pravdepodobnosť tým nezaručuje, že podkladový fakt je pravdivý. Vyhodnocujte zložité, neúplné a do kategórií nezapadajúce záznamy, ako aj jednoduché prípady. Užitočné rozhodovacie kritériá pokrývajú situácie, s ktorými sa pracovný postup skutočne stretáva, a dôležité rozlíšenia robia explicitnými.</p><p>V pracovnom postupe agenta môže výstup určiť, ktorý definovaný ďalší krok sa má zvážiť. Dodajte aktuálne pozorovanie a kandidátske akcie s jasnými opismi, potom uchovajte vybranú možnosť a jej pravdepodobnosti. Okolitá aplikácia uplatní svoje pravidlá pre akcie a zaznamená, čo vykonala. Tento záznam o vykonaní udržiavajte oddelene od výsledku rozhodnutia: výber cesty kontroly nepreukazuje, že kontrolór konal, a výber diagnostického kroku nepreukazuje, že krok uspel.</p><p>Konečným artefaktom je objekt odpovedí spolu so stavom a schémou, ktoré ho vytvorili. Tieto záznamy použite na preverenie neočakávaných klasifikácií, odhalenie nejednoznačných kritérií a porovnanie výsledkov s preverenými príkladmi úloh. Ak používateľ v ďalšom kroku potrebuje písomné vysvetlenie, rozhodnutie a pôvodné dôkazy môžu slúžiť ako vstupy pre samostatný krok písania odpovede. Clef poskytuje ohraničené pravdepodobnostné rozhodnutie potrebné na voľbu tejto ďalšej fázy s jasným prehľadom o tom, čo sa vyhodnocovalo.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Dostupné v Ailoot · vstupy a metódy</h3><details class=\"card-method\" open><summary><b>Ailoot Ultra · System One</b> <code>POST /v1/systemone</code></summary><dl class=\"method-capabilities\"><div><dt>Vstup</dt><dd><code>text</code>, <code>image</code></dd></div><div><dt>Výstup</dt><dd><code>decisions</code></dd></div><div><dt>Výstupný formát</dt><dd>json</dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Pole</th><th>Typ</th><th>Požiadavka</th><th>Hodnoty a limity</th><th>Predvolené</th></tr></thead><tbody><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požiadavka\"><span class=\"card-cell-label\">Požiadavka</span>Povinné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>cloudflare/clef</div></td><td data-cell-label=\"Predvolené\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predvolené</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">provider</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>schema</code></td><td data-cell-label=\"Požiadavka\"><span class=\"card-cell-label\">Požiadavka</span>Voliteľné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span></td><td data-cell-label=\"Predvolené\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predvolené</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">questions</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>object</code></td><td data-cell-label=\"Požiadavka\"><span class=\"card-cell-label\">Požiadavka</span>Povinné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span></td><td data-cell-label=\"Predvolené\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predvolené</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">session_id</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požiadavka\"><span class=\"card-cell-label\">Požiadavka</span>Voliteľné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span></td><td data-cell-label=\"Predvolené\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predvolené</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">state</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>schema</code></td><td data-cell-label=\"Požiadavka\"><span class=\"card-cell-label\">Požiadavka</span>Povinné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span></td><td data-cell-label=\"Predvolené\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predvolené</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">trace</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>schema</code></td><td data-cell-label=\"Požiadavka\"><span class=\"card-cell-label\">Požiadavka</span>Voliteľné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span></td><td data-cell-label=\"Predvolené\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predvolené</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">user</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požiadavka\"><span class=\"card-cell-label\">Požiadavka</span>Voliteľné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span></td><td data-cell-label=\"Predvolené\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predvolené</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">questions.&lt;id&gt;.type</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string</code></td><td data-cell-label=\"Požiadavka\"><span class=\"card-cell-label\">Požiadavka</span>Povinné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>noul, choice, score</div></td><td data-cell-label=\"Predvolené\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predvolené</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">questions.&lt;id&gt;.instructions</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string|object|array</code></td><td data-cell-label=\"Požiadavka\"><span class=\"card-cell-label\">Požiadavka</span>Povinné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span></td><td data-cell-label=\"Predvolené\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predvolené</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">questions.&lt;id&gt;.criteria</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>object|array</code></td><td data-cell-label=\"Požiadavka\"><span class=\"card-cell-label\">Požiadavka</span>Voliteľné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>Podmienky: choice/score: povinné; noul: voliteľné. Kritériá pre choice tvoria objekt; score je pole s minItems1.</div></td><td data-cell-label=\"Predvolené\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predvolené</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">questions.&lt;id&gt;.criteria.true</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string|object|array</code></td><td data-cell-label=\"Požiadavka\"><span class=\"card-cell-label\">Požiadavka</span>Povinné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>Platí, keď: Je zadaný objekt kritérií noul</div></td><td data-cell-label=\"Predvolené\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predvolené</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">questions.&lt;id&gt;.criteria.false</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span><code>string|object|array</code></td><td data-cell-label=\"Požiadavka\"><span class=\"card-cell-label\">Požiadavka</span>Povinné</td><td data-cell-label=\"Hodnoty a limity\"><span class=\"card-cell-label\">Hodnoty a limity</span><div>Platí, keď: Je zadaný objekt kritérií noul</div></td><td data-cell-label=\"Predvolené\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predvolené</span>—</td></tr></tbody></table></div><details class=\"card-about\" data-material-combinations><summary>Kombinácie vstupných podkladov</summary><p class=\"note-s\"><b>noul</b> · Povinné: state, questions.&lt;id&gt;.type=noul, questions.&lt;id&gt;.instructions</p><p class=\"note-s\"><b>choice</b> · Povinné: state, questions.&lt;id&gt;.type=choice, questions.&lt;id&gt;.instructions, criteria object</p><p class=\"note-s\"><b>score</b> · Povinné: state, questions.&lt;id&gt;.type=score, questions.&lt;id&gt;.instructions, criteria array with minItems1</p></details><details class=\"note-s\" data-method-contract><summary>Parametre a životný cyklus metódy</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parameter</th><th>Špecifikácia</th></tr></thead><tbody><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>content_type</code></th><td data-cell-label=\"Špecifikácia\"><span class=\"card-cell-label\">Špecifikácia</span>application/json</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>required</code></th><td data-cell-label=\"Špecifikácia\"><span class=\"card-cell-label\">Špecifikácia</span>model, state, questions</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>material_types</code></th><td data-cell-label=\"Špecifikácia\"><span class=\"card-cell-label\">Špecifikácia</span>text, image</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>optional_controls</code></th><td data-cell-label=\"Špecifikácia\"><span class=\"card-cell-label\">Špecifikácia</span>provider, session_id, trace, user</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>multimodal_input_binding</code></th><td data-cell-label=\"Špecifikácia\"><span class=\"card-cell-label\">Špecifikácia</span>Použite iba presne deklarovanú reprezentáciu stavu alebo dokumentu. Samotná obrazová schopnosť výrobcu nepotvrdzuje prijatý spôsob prenosu obrázka pre konkrétny model.</td></tr></tbody></table></div><p>Životný cyklus: <code>synchronous</code></p><p class=\"note-s\">Odošlite presné ID modelu a zachovajte celú natívnu odpoveď.</p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Cenník</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Tarifné údaje nepridávajú možnosti požiadavky. Podporované parametre sú uvedené pri vybranej metóde.</p><dl data-price-conditions><dt>Rýchly režim</dt><dd>Neuvedené <span class=\"note-s\">Keď je zvolený rýchly režim</span></dd><dt>Režim Flex</dt><dd>Neuvedené <span class=\"note-s\">Keď je zvolený režim flex</span></dd><dt>Maximálna úroveň uvažovania</dt><dd>Neuvedené <span class=\"note-s\">Keď sa pri maximálnej úrovni uvažovania používa predvolená úprava (default)</span></dd></dl></div><div data-declared-tariff-pricing><h4>Sadzby Ailoot</h4><h4>Ceny podľa konfigurácie</h4><p class=\"note-s\">Každý poplatok priraďte k zobrazeným podmienkam. Pre každú skupinu alternatívnych konfigurácií použite jednu sadzbu.</p><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Konfigurácia</th><th>Sadzobník</th><th>Počet tokenov kontextu väčší než</th><th>Tokeny kontextu, najviac (vrátane hranice)</th><th>Poplatok</th></tr></thead><tbody><tr><th data-cell-label=\"Konfigurácia\" scope=\"row\"><span class=\"card-cell-label\">Konfigurácia</span>Základné sadzby za tokeny</th><td data-cell-label=\"Sadzobník\"><span class=\"card-cell-label\">Sadzobník</span>Základná sadzba</td><td data-cell-label=\"Počet tokenov kontextu väčší než\"><span class=\"card-cell-label\">Počet tokenov kontextu väčší než</span>—</td><td data-cell-label=\"Tokeny kontextu, najviac (vrátane hranice)\"><span class=\"card-cell-label\">Tokeny kontextu, najviac (vrátane hranice)</span>Bez hornej hranice</td><td data-cell-label=\"Poplatok\"><span class=\"card-cell-label\">Poplatok</span><div><span>Vstup · Vstupné tokeny</span> <b>$0.00048</b> <span class=\"price-unit\">/ 1K tokenov</span></div><div><span>Výstup · Výstupné tokeny</span> <b>$0</b> <span class=\"price-unit\">/ 1K tokenov</span></div><div><span>Vstup · Čítanie cache</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenov</span></div><div><span>Vstup · Zápis do cache</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenov</span></div><div><span>Vstup · Zápis do cache, 1 hod</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenov</span></div></td></tr><tr><th data-cell-label=\"Konfigurácia\" scope=\"row\"><span class=\"card-cell-label\">Konfigurácia</span>Pásmo dĺžky požiadavky 1</th><td data-cell-label=\"Sadzobník\"><span class=\"card-cell-label\">Sadzobník</span>—</td><td data-cell-label=\"Počet tokenov kontextu väčší než\"><span class=\"card-cell-label\">Počet tokenov kontextu väčší než</span>0</td><td data-cell-label=\"Tokeny kontextu, najviac (vrátane hranice)\"><span class=\"card-cell-label\">Tokeny kontextu, najviac (vrátane hranice)</span>Bez hornej hranice</td><td data-cell-label=\"Poplatok\"><span class=\"card-cell-label\">Poplatok</span><div><span>Vstup · Vstupné tokeny</span> <b>$0.00048</b> <span class=\"price-unit\">/ 1K tokenov</span></div><div><span>Výstup · Výstupné tokeny</span> <b>$0</b> <span class=\"price-unit\">/ 1K tokenov</span></div><div><span>Vstup · Čítanie cache</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenov</span></div><div><span>Vstup · Zápis do cache</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenov</span></div><div><span>Vstup · Zápis do cache, 1 hod</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenov</span></div></td></tr></tbody></table></div></div><p class=\"note-s\">Ailoot pred požiadavkou rezervuje odhadovanú sumu. Po získaní výsledku vyúčtuje konečný poplatok podľa nameraného využitia. Pri streamovaní sa vyúčtovanie riadi konečným záznamom využitia. <a href=\"/docs/sk/billing/reserve/\">Ako funguje rezervácia a vyúčtovanie →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">Príklady požiadaviek</h3><h4>Ailoot Ultra · System One</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Varianty kódu\"><button class=\"cg-tab\" id=\"model-code-1174-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1174-panel-0\" aria-selected=\"true\" tabindex=\"0\">Zachovaná oficiálna štruktúra požiadavky; príklad z dokumentácie</button><button class=\"cg-tab\" id=\"model-code-1174-tab-1\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1174-panel-1\" aria-selected=\"false\" tabindex=\"-1\">Použite svoje skutočné podklady k požiadavke a uchovajte úplný výsledok</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Skopírovať kód\"><svg class=\"cp\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><rect x=\"5.25\" y=\"5.25\" width=\"8.5\" height=\"8.5\" rx=\"1.75\"/><path d=\"M10.75 5.25V3.5a1.25 1.25 0 0 0-1.25-1.25H3.5A1.25 1.25 0 0 0 2.25 3.5v6a1.25 1.25 0 0 0 1.25 1.25h1.75\"/></svg><svg class=\"ok\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><path d=\"m3 8.5 3.25 3.25L13 5\"/></svg></button></div></div><div class=\"cg-body\"><div class=\"cg-pane\" id=\"model-code-1174-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-1174-tab-0\"><pre data-lang=\"json\"><code>{\n  &quot;model&quot;: &quot;cloudflare/clef&quot;,\n  &quot;questions&quot;: {\n    &quot;is_bug&quot;: {\n      &quot;criteria&quot;: {\n        &quot;false&quot;: &quot;The customer is asking a question or requesting a feature.&quot;,\n        &quot;true&quot;: &quot;The customer describes broken or unexpected product behavior.&quot;\n      },\n      &quot;instructions&quot;: &quot;Is the customer reporting a software defect?&quot;,\n      &quot;type&quot;: &quot;noul&quot;\n    },\n    &quot;team&quot;: {\n      &quot;criteria&quot;: {\n        &quot;account&quot;: &quot;Login, permissions, or profile issues.&quot;,\n        &quot;frontend&quot;: &quot;Rendering, layout, or browser compatibility issues.&quot;,\n        &quot;payments&quot;: &quot;Checkout, billing, or payment processing issues.&quot;\n      },\n      &quot;instructions&quot;: &quot;Which team should own this ticket?&quot;,\n      &quot;type&quot;: &quot;choice&quot;\n    },\n    &quot;urgency&quot;: {\n      &quot;criteria&quot;: [\n        &quot;Can wait for the next release&quot;,\n        &quot;Should be fixed this week&quot;,\n        &quot;Blocking revenue right now&quot;\n      ],\n      &quot;instructions&quot;: &quot;How urgent is this ticket?&quot;,\n      &quot;type&quot;: &quot;score&quot;\n    }\n  },\n  &quot;state&quot;: {\n    &quot;customer_tier&quot;: &quot;enterprise&quot;,\n    &quot;ticket&quot;: &quot;My checkout page shows a blank screen after I click Pay. I have tried two browsers.&quot;\n  }\n}</code></pre></div><div class=\"cg-pane\" id=\"model-code-1174-panel-1\" role=\"tabpanel\" aria-labelledby=\"model-code-1174-tab-1\" hidden><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\n: &quot;${AILOOT_REQUEST_FILE:?Set your actual JSON request file}&quot;\nexport AILOOT_REQUEST_FILE\npython3 - &lt;&lt;&#39;PY_REQUEST&#39;\nimport json,os\nfrom pathlib import Path\np=json.loads(Path(os.environ[&#39;AILOOT_REQUEST_FILE&#39;]).read_text(encoding=&#39;utf-8&#39;))\nif not isinstance(p,dict): raise SystemExit(&#39;Request must be a JSON object&#39;)\np[&#39;model&#39;]=&#39;cloudflare/clef&#39;\nPath(&#39;request.json&#39;).write_text(json.dumps(p,ensure_ascii=False),encoding=&#39;utf-8&#39;)\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/systemone \\\n  -H &quot;Authorization: Bearer $AILOOT_API_KEY&quot; -H &#39;Content-Type: application/json&#39; \\\n  --data-binary @request.json -D response-headers.txt -o result.json\npython3 - &lt;&lt;&#39;PY_RESULT&#39;\nimport json\nfrom pathlib import Path\nprint(json.dumps(json.loads(Path(&#39;result.json&#39;).read_text()),ensure_ascii=False,indent=2))\nPY_RESULT\n</code></pre></div></div></div></section><section class=\"card-section\" data-card-section=\"results\"><h3 tabindex=\"-1\">Prijať a uložiť výsledky</h3><h4>Ailoot Ultra · System One</h4><p class=\"note-s\">json</p><div class=\"card-result-process\" data-all-results><h5>Uchovať všetky dokončené výsledky</h5><p class=\"note-s\">Uložte každú úplnú vrátenú odpoveď, súbor a časť obsahu.</p><p class=\"note-s\">Zachováva sa každá poskytnutá odpoveď podľa ID otázky s presným typom, hodnotou noul/choice/score, mierou istoty, pravdepodobnosťami a legendou. Celý pôvodný JSON sa uloží a vráti až po zúčtovaní.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Ak treba overiť pôvodnú odpoveď</h5><p class=\"note-s\">Zachovajte pôvodnú operáciu a úplnú alebo čiastočnú odpoveď; POST znova neodosielajte.</p></div><details class=\"card-about\" data-output-fields><summary>Polia odpovede</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Pole</th><th>Typ</th></tr></thead><tbody><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>string</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">id</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>string</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">provider</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>string</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">answers.&lt;id&gt;.type</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>string</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">answers.&lt;id&gt;.noul</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>number</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">answers.&lt;id&gt;.choice</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>string</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">answers.&lt;id&gt;.score</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>number</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">answers.&lt;id&gt;.confidence</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>number</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">answers.&lt;id&gt;.probabilities</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>object</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">answers.&lt;id&gt;.legend</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>object</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">usage.input_tokens</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>integer</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">usage.output_tokens</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>integer</td></tr><tr><th data-cell-label=\"Pole\" scope=\"row\"><span class=\"card-cell-label\">Pole</span><code class=\"card-field-name\">usage.cost</code></th><td data-cell-label=\"Typ\" data-field-type><span class=\"card-cell-label\">Typ</span>number</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Chyby a ďalšie kroky</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Odpoveď</th><th>Podmienka</th><th>Ďalší krok</th></tr></thead><tbody><tr><th data-cell-label=\"Odpoveď\" scope=\"row\"><span class=\"card-cell-label\">Odpoveď</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Podmienka\"><span class=\"card-cell-label\">Podmienka</span>Neplatné povinné pole, reprezentácia alebo hodnota</td><td data-cell-label=\"Ďalší krok\"><span class=\"card-cell-label\">Ďalší krok</span>Opravte označené pole požiadavky.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Aliasy</h3><h4>Aliasy modelov</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=cloudflare%2Fclef&amp;route=Ultra&amp;caller=cloudflare%2Fclef&amp;fmt=systemone\"><code>cloudflare/clef</code></a></span></p><h4>Aliasy ciest metód</h4><p class=\"note-s\">Použite cesty metód uvedené vyššie.</p><h4>Súvisiace ID na volanie</h4><p class=\"note-s\"><a href=\"#m=cloudflare%2Fclef&amp;route=Ultra&amp;caller=cloudflare%2Fclef&amp;fmt=systemone\"><code>cloudflare/clef</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "cloudflare/clef",
        "fmt": "systemone",
        "http": "POST",
        "path": "/v1/systemone",
        "request_model_id": "cloudflare/clef",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|systemone|/v1/systemone|cloudflare%2Fclef",
      "ordinal": 0,
      "rawMethod": {
        "available": null,
        "cache_read": null,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "all_results": "Every supplied question-ID answer with its exact type, noul/choice/score value, confidence, probabilities and legend is retained. Entire original JSON is stored and returned only after settlement.",
            "errors": [
              {
                "code": null,
                "condition": "Neplatné povinné pole, reprezentácia alebo hodnota",
                "http_status": 400,
                "recovery": "Opravte označené pole požiadavky.",
                "type": "invalid_request_error"
              }
            ],
            "hints": [],
            "ignored_fields": [],
            "lifecycle": {
              "cancel": null,
              "idempotency_header": null,
              "job_retrieve": null,
              "mode": "synchronous",
              "streaming": false,
              "unknown": "Zachovajte pôvodnú operáciu a úplnú alebo čiastočnú odpoveď; POST znova neodosielajte."
            },
            "material_combinations": [
              {
                "mode": "noul",
                "optional": [
                  "criteria true/false descriptions"
                ],
                "required": [
                  "state",
                  "questions.<id>.type=noul",
                  "questions.<id>.instructions"
                ]
              },
              {
                "mode": "choice",
                "required": [
                  "state",
                  "questions.<id>.type=choice",
                  "questions.<id>.instructions",
                  "criteria object"
                ]
              },
              {
                "mode": "score",
                "required": [
                  "state",
                  "questions.<id>.type=score",
                  "questions.<id>.instructions",
                  "criteria array with minItems1"
                ]
              }
            ],
            "operation_modes": [
              "noul",
              "choice",
              "score"
            ],
            "outputs": {
              "all_results": "Zachováva sa každá poskytnutá odpoveď podľa ID otázky s presným typom, hodnotou noul/choice/score, mierou istoty, pravdepodobnosťami a legendou. Celý pôvodný JSON sa uloží a vráti až po zúčtovaní.",
              "family": "decisions",
              "fields": [
                {
                  "description": null,
                  "name": "model",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "id",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "provider",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "answers.<id>.type",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "answers.<id>.noul",
                  "type": "number"
                },
                {
                  "description": null,
                  "name": "answers.<id>.choice",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "answers.<id>.score",
                  "type": "number"
                },
                {
                  "description": null,
                  "name": "answers.<id>.confidence",
                  "type": "number"
                },
                {
                  "description": null,
                  "name": "answers.<id>.probabilities",
                  "type": "object"
                },
                {
                  "description": null,
                  "name": "answers.<id>.legend",
                  "type": "object"
                },
                {
                  "description": null,
                  "name": "usage.input_tokens",
                  "type": "integer"
                },
                {
                  "description": null,
                  "name": "usage.output_tokens",
                  "type": "integer"
                },
                {
                  "description": null,
                  "name": "usage.cost",
                  "type": "number"
                }
              ],
              "format": "json",
              "schema": {
                "properties": {
                  "answers": {
                    "additionalProperties": {
                      "description": "A Decisions answer using a boolean, choice, or score evaluation.",
                      "discriminator": {
                        "mapping": {
                          "choice": "#/components/schemas/DecisionsChoiceAnswer",
                          "noul": "#/components/schemas/DecisionsNoulAnswer",
                          "score": "#/components/schemas/DecisionsScoreAnswer"
                        },
                        "propertyName": "type"
                      },
                      "oneOf": [
                        {
                          "$ref": "#/components/schemas/DecisionsNoulAnswer"
                        },
                        {
                          "$ref": "#/components/schemas/DecisionsChoiceAnswer"
                        },
                        {
                          "$ref": "#/components/schemas/DecisionsScoreAnswer"
                        }
                      ]
                    },
                    "type": "object"
                  },
                  "id": {
                    "type": "string"
                  },
                  "model": {
                    "type": "string"
                  },
                  "provider": {
                    "type": "string"
                  },
                  "usage": {
                    "properties": {
                      "cost": {
                        "format": "double",
                        "type": "number"
                      },
                      "input_tokens": {
                        "type": "integer"
                      },
                      "output_tokens": {
                        "type": "integer"
                      }
                    },
                    "required": [
                      "input_tokens",
                      "output_tokens"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "model",
                  "answers",
                  "usage"
                ],
                "type": "object"
              }
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "cloudflare/clef"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "provider",
                "required": false,
                "type": "schema"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "questions",
                "required": true,
                "type": "object"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "description": "A unique identifier for grouping related requests (e.g., a conversation or agent workflow). Used for observability grouping in Broadcast and private logging; never sent to the provider. If provided in both the request body and the x-session-id header, the body value takes precedence. Maximum of 256 characters.",
                "enum": null,
                "enum_known": false,
                "maxLength": 256,
                "name": "session_id",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "description": "The content to evaluate: a plain string, or a JSON object or array of related context.",
                "enum": null,
                "enum_known": false,
                "name": "state",
                "required": true,
                "type": "schema"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "trace",
                "required": false,
                "type": "schema"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "maxLength": 256,
                "name": "user",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "noul",
                  "choice",
                  "score"
                ],
                "enum_known": true,
                "name": "questions.<id>.type",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "questions.<id>.instructions",
                "required": true,
                "type": "string|object|array"
              },
              {
                "availability": "source_interface",
                "conditions": "choice/score: povinné; noul: voliteľné. Kritériá pre choice tvoria objekt; score je pole s minItems1.",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "questions.<id>.criteria",
                "required": false,
                "type": "object|array"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "questions.<id>.criteria.true",
                "required": true,
                "type": "string|object|array",
                "when": "Je zadaný objekt kritérií noul"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "questions.<id>.criteria.false",
                "required": true,
                "type": "string|object|array",
                "when": "Je zadaný objekt kritérií noul"
              }
            ],
            "unsupported": [
              "stream=true"
            ]
          },
          "hints": [
            "Odošlite presné ID modelu a zachovajte celú natívnu odpoveď."
          ],
          "input": {
            "content_type": "application/json",
            "material_types": [
              "text",
              "image"
            ],
            "multimodal_input_binding": "Použite iba presne deklarovanú reprezentáciu stavu alebo dokumentu. Samotná obrazová schopnosť výrobcu nepotvrdzuje prijatý spôsob prenosu obrázka pre konkrétny model.",
            "optional_controls": [
              "provider",
              "session_id",
              "trace",
              "user"
            ],
            "required": [
              "model",
              "state",
              "questions"
            ]
          },
          "lifecycle": {
            "cancel": null,
            "idempotency_header": null,
            "job_retrieve": null,
            "mode": "synchronous",
            "streaming": false,
            "unknown": "Preserve original operation and full/partial reply; do not replay POST."
          },
          "manufacturer_capability": {
            "context_length": 65536,
            "manufacturer_input": [
              "text",
              "image"
            ],
            "manufacturer_output": [
              "decisions"
            ]
          },
          "method": {
            "http": "POST",
            "path": "/v1/systemone"
          },
          "method_aliases": [],
          "operation_modes": [
            "noul",
            "choice",
            "score"
          ],
          "output": {
            "all_results": "Every supplied question-ID answer with its exact type, noul/choice/score value, confidence, probabilities and legend is retained. Entire original JSON is stored and returned only after settlement.",
            "family": "decisions",
            "fields": [
              {
                "description": null,
                "name": "model",
                "type": "string"
              },
              {
                "description": null,
                "name": "id",
                "type": "string"
              },
              {
                "description": null,
                "name": "provider",
                "type": "string"
              },
              {
                "description": null,
                "name": "answers.<id>.type",
                "type": "string"
              },
              {
                "description": null,
                "name": "answers.<id>.noul",
                "type": "number"
              },
              {
                "description": null,
                "name": "answers.<id>.choice",
                "type": "string"
              },
              {
                "description": null,
                "name": "answers.<id>.score",
                "type": "number"
              },
              {
                "description": null,
                "name": "answers.<id>.confidence",
                "type": "number"
              },
              {
                "description": null,
                "name": "answers.<id>.probabilities",
                "type": "object"
              },
              {
                "description": null,
                "name": "answers.<id>.legend",
                "type": "object"
              },
              {
                "description": null,
                "name": "usage.input_tokens",
                "type": "integer"
              },
              {
                "description": null,
                "name": "usage.output_tokens",
                "type": "integer"
              },
              {
                "description": null,
                "name": "usage.cost",
                "type": "number"
              }
            ],
            "format": "json",
            "schema": {
              "properties": {
                "answers": {
                  "additionalProperties": {
                    "description": "A Decisions answer using a boolean, choice, or score evaluation.",
                    "discriminator": {
                      "mapping": {
                        "choice": "#/components/schemas/DecisionsChoiceAnswer",
                        "noul": "#/components/schemas/DecisionsNoulAnswer",
                        "score": "#/components/schemas/DecisionsScoreAnswer"
                      },
                      "propertyName": "type"
                    },
                    "oneOf": [
                      {
                        "$ref": "#/components/schemas/DecisionsNoulAnswer"
                      },
                      {
                        "$ref": "#/components/schemas/DecisionsChoiceAnswer"
                      },
                      {
                        "$ref": "#/components/schemas/DecisionsScoreAnswer"
                      }
                    ]
                  },
                  "type": "object"
                },
                "id": {
                  "type": "string"
                },
                "model": {
                  "type": "string"
                },
                "provider": {
                  "type": "string"
                },
                "usage": {
                  "properties": {
                    "cost": {
                      "format": "double",
                      "type": "number"
                    },
                    "input_tokens": {
                      "type": "integer"
                    },
                    "output_tokens": {
                      "type": "integer"
                    }
                  },
                  "required": [
                    "input_tokens",
                    "output_tokens"
                  ],
                  "type": "object"
                }
              },
              "required": [
                "model",
                "answers",
                "usage"
              ],
              "type": "object"
            }
          },
          "schema": {
            "request": {
              "properties": {
                "model": {
                  "enum": [
                    "cloudflare/clef"
                  ],
                  "type": "string"
                },
                "provider": {
                  "allOf": [
                    {
                      "$ref": "#/components/schemas/ProviderPreferences"
                    },
                    {
                      "description": "Provider routing preferences for the request."
                    }
                  ]
                },
                "questions": {
                  "additionalProperties": {
                    "description": "A Decisions question using a boolean, choice, or ordered score evaluation.",
                    "discriminator": {
                      "mapping": {
                        "choice": "#/components/schemas/DecisionsChoiceQuestion",
                        "noul": "#/components/schemas/DecisionsNoulQuestion",
                        "score": "#/components/schemas/DecisionsScoreQuestion"
                      },
                      "propertyName": "type"
                    },
                    "oneOf": [
                      {
                        "$ref": "#/components/schemas/DecisionsNoulQuestion"
                      },
                      {
                        "$ref": "#/components/schemas/DecisionsChoiceQuestion"
                      },
                      {
                        "$ref": "#/components/schemas/DecisionsScoreQuestion"
                      }
                    ]
                  },
                  "type": "object"
                },
                "session_id": {
                  "description": "A unique identifier for grouping related requests (e.g., a conversation or agent workflow). Used for observability grouping in Broadcast and private logging; never sent to the provider. If provided in both the request body and the x-session-id header, the body value takes precedence. Maximum of 256 characters.",
                  "example": "session-1234",
                  "maxLength": 256,
                  "type": "string"
                },
                "state": {
                  "anyOf": [
                    {
                      "type": "string"
                    },
                    {
                      "additionalProperties": {},
                      "type": "object"
                    },
                    {
                      "items": {},
                      "type": "array"
                    }
                  ],
                  "description": "The content to evaluate: a plain string, or a JSON object or array of related context."
                },
                "trace": {
                  "$ref": "#/components/schemas/TraceConfig"
                },
                "user": {
                  "maxLength": 256,
                  "type": "string"
                }
              },
              "required": [
                "model",
                "state",
                "questions"
              ],
              "type": "object"
            },
            "response": {
              "properties": {
                "answers": {
                  "additionalProperties": {
                    "description": "A Decisions answer using a boolean, choice, or score evaluation.",
                    "discriminator": {
                      "mapping": {
                        "choice": "#/components/schemas/DecisionsChoiceAnswer",
                        "noul": "#/components/schemas/DecisionsNoulAnswer",
                        "score": "#/components/schemas/DecisionsScoreAnswer"
                      },
                      "propertyName": "type"
                    },
                    "oneOf": [
                      {
                        "$ref": "#/components/schemas/DecisionsNoulAnswer"
                      },
                      {
                        "$ref": "#/components/schemas/DecisionsChoiceAnswer"
                      },
                      {
                        "$ref": "#/components/schemas/DecisionsScoreAnswer"
                      }
                    ]
                  },
                  "type": "object"
                },
                "id": {
                  "type": "string"
                },
                "model": {
                  "type": "string"
                },
                "provider": {
                  "type": "string"
                },
                "usage": {
                  "properties": {
                    "cost": {
                      "format": "double",
                      "type": "number"
                    },
                    "input_tokens": {
                      "type": "integer"
                    },
                    "output_tokens": {
                      "type": "integer"
                    }
                  },
                  "required": [
                    "input_tokens",
                    "output_tokens"
                  ],
                  "type": "object"
                }
              },
              "required": [
                "model",
                "answers",
                "usage"
              ],
              "type": "object"
            }
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Základné sadzby za tokeny",
            "units": [
              {
                "amount": "0.00048000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000048",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 0
            },
            "label": "Pásmo dĺžky požiadavky 1",
            "units": [
              {
                "amount": "0.00048000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000048",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "{\n  \"model\": \"cloudflare/clef\",\n  \"questions\": {\n    \"is_bug\": {\n      \"criteria\": {\n        \"false\": \"The customer is asking a question or requesting a feature.\",\n        \"true\": \"The customer describes broken or unexpected product behavior.\"\n      },\n      \"instructions\": \"Is the customer reporting a software defect?\",\n      \"type\": \"noul\"\n    },\n    \"team\": {\n      \"criteria\": {\n        \"account\": \"Login, permissions, or profile issues.\",\n        \"frontend\": \"Rendering, layout, or browser compatibility issues.\",\n        \"payments\": \"Checkout, billing, or payment processing issues.\"\n      },\n      \"instructions\": \"Which team should own this ticket?\",\n      \"type\": \"choice\"\n    },\n    \"urgency\": {\n      \"criteria\": [\n        \"Can wait for the next release\",\n        \"Should be fixed this week\",\n        \"Blocking revenue right now\"\n      ],\n      \"instructions\": \"How urgent is this ticket?\",\n      \"type\": \"score\"\n    }\n  },\n  \"state\": {\n    \"customer_tier\": \"enterprise\",\n    \"ticket\": \"My checkout page shows a blank screen after I click Pay. I have tried two browsers.\"\n  }\n}",
            "label": "Retained official request structure; documentary example",
            "language": "json"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\n: \"${AILOOT_REQUEST_FILE:?Set your actual JSON request file}\"\nexport AILOOT_REQUEST_FILE\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads(Path(os.environ['AILOOT_REQUEST_FILE']).read_text(encoding='utf-8'))\nif not isinstance(p,dict): raise SystemExit('Request must be a JSON object')\np['model']='cloudflare/clef'\nPath('request.json').write_text(json.dumps(p,ensure_ascii=False),encoding='utf-8')\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/systemone \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o result.json\npython3 - <<'PY_RESULT'\nimport json\nfrom pathlib import Path\nprint(json.dumps(json.loads(Path('result.json').read_text()),ensure_ascii=False,indent=2))\nPY_RESULT\n",
            "label": "Use your actual request material and retain the complete result",
            "language": "bash",
            "material_policy": "Use real owner-supplied state/questions or query/documents. No invented file ID, document, image URL, job ID or returned result."
          }
        ],
        "family": "systemone",
        "fast_multiplier": null,
        "flex_multiplier": null,
        "fmt": "systemone",
        "http": "POST",
        "in": 0.48,
        "input": [
          "text",
          "image"
        ],
        "label": "System One",
        "max_out": null,
        "max_reasoning_effort_multiplier": null,
        "method_aliases": [],
        "native_endpoint": "systemone",
        "out": 0,
        "output": [
          "decisions"
        ],
        "path": "/v1/systemone",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Not specified",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Not specified",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Not specified",
            "when": "When maximum reasoning effort uses the default adjustment"
          }
        ],
        "pricing": {
          "billing_mode": "token",
          "image_input_price": null,
          "image_output_price": null,
          "per_request_price": null
        },
        "pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0.00048000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000048",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 0
            },
            "label": "Request-length tier 1",
            "units": [
              {
                "amount": "0.00048000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000048",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "cloudflare/clef",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [
          {
            "cache_read": null,
            "cache_read_multiplier": null,
            "cache_write": null,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 0.48,
            "input_multiplier": null,
            "interval_boundary": "min_exclusive_max_inclusive",
            "max": null,
            "max_tokens": null,
            "min": 0,
            "min_tokens": 0,
            "null_rate_policy": "unknown or inherited; never zero",
            "out": 0,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.00048000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.00000048",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    }
  ],
  "model_id": "cloudflare/clef",
  "nativeProvenance": {
    "input_facts_canonical_sha256": "d299727295048a9fda959602fbca7576781dd586247010174fbcac367a9a65e3",
    "input_html_sha256": "cce2a460262dd40c8d08639a17ee06014d4f59c5636590f77977f57689200b2c",
    "private_audit_sha256": "6ee4ab7301eb78e6b5a5b0f61e6b455ed612d903b9fa6ce2c7c0efa41dd93f16",
    "role": "historical-normalized-input-audit-hashes",
    "schema": "ailoot-native-model-provenance-v2"
  },
  "page": {
    "canonical": "https://ailoot.ai/models/sk/cloudflare-clef/",
    "description": "Cloudflare Clef je multimodálny rozhodovací model s 27B parametrami na klasifikáciu, kontroly súladu s pravidlami a voľby v pracovných postupoch agentov. Vyhodnocuje dodaný stav a typované otázky a vracia pravdepodobnosti povolených alternatív, vybrané kategórie a vážené skóre. Prijíma textové a vizuálne dôkazy bez generovania textu.",
    "locale": "sk",
    "md_url": "https://ailoot.ai/models/sk/cloudflare-clef/index.md",
    "title": "Cloudflare: Clef — Ailoot",
    "url": "https://ailoot.ai/models/sk/cloudflare-clef/"
  },
  "rawModel": {
    "about": "Cloudflare Clef je väčší hustý model v rodine rozhodovacích modelov Clef, dotrénovaný z modelu Qwen3.8-27B spolu s jeho vizuálnym kódovačom. Cloudflare kombinuje tento základ so spoločnou hlavou schémy, ktorá smeruje dôkazy k otázkam a hodnotí ich povolené možnosti spoločne. Clef prečíta situáciu a v jedinom doprednom prechode vráti ohraničené rozhodnutia s pravdepodobnosťami. Jeho výstupom je výsledok klasifikácie, nie generovaný text, otvorená správa ani navrhovaný príkaz.\n\nStav a schému otázok pripravte ako samostatné vstupy. Stav môže byť reťazec alebo JSON predstavujúci záznam, konverzáciu, obsah dokumentu alebo situáciu v aplikácii. Otázky sú kľúčované stabilnými názvami a tie isté názvy identifikujú ich vrátené odpovede. Definujte, čo má každá otázka zistiť, a opíšte relevantné možnosti. Záznam podpory sa môže pýtať, ktorý tím má požiadavku riešiť, či je dopad naliehavý a ktoré kritérium závažnosti platí, bez toho, aby sa tieto rozdielne rozhodnutia spájali do jednej vágnej kategórie.\n\nOtázka typu noul vracia pravdepodobnosť, že binárna podmienka platí. Otázka typu choice vracia vybranú pomenovanú možnosť, pravdepodobnosti pre jednotlivé možnosti a istotu. Otázka typu score používa zoradený zoznam opisov indexovaný od nuly a vracia očakávané skóre, legendu a pravdepodobnosti. Zlomkové skóre má význam, pretože zhŕňa neistotu naprieč zoradenými úrovňami. Preskúmajte rozdelenie aj vybranú odpoveď; dve blízke možnosti môžu odhaliť rozlíšenie, ktoré vstup nerozhoduje.\n\nPri kontrolách pravidiel zahrňte skutočné znenie pravidla a fakty zo záznamu. Príkladom je pracovný postup spracovania dokumentov s otázkami, či je záznam úplný, ktorá kategória kontroly platí a nakoľko silno dôkazy podporujú okamžitú pozornosť. Na samostatné podmienky kladte samostatné otázky. Hodnotenie súladu modelom by malo zostať naviazané na dodané pravidlo a dôkazy. Ak dôležitá podmienka chýba, schéma a aplikácia by mali mať premyslený spôsob, ako s touto neistotou zaobchádzať.\n\nPri vizuálnych dôkazoch dodajte čitateľný obrázok a otázku o viditeľnom stave alebo definovanej kategórii. Kontrola kvality formulára môže hodnotiť čitateľnosť, prítomnosť povinnej oblasti a to, ktorá z dodaných úrovní kvality ju najlepšie opisuje. Rozhranie výrobcu s otvorenými váhami prijíma aj polia snímok videa. Snímky udržiavajte v poradí a určte udalosť, ktorú treba posúdiť. Ohraničená rozhodovacia schéma dokáže takýto materiál klasifikovať, zatiaľ čo požiadavka na naratívny opis alebo ľubovoľné novo generované polia patrí k inému druhu výstupu.\n\nHostovaná referencia výrobcu uvádza kontext 65 536 tokenov, jednu až 64 otázok a až štyri vložené obrázky. Obrázky PNG, JPEG alebo WebP sú obmedzené na 4 MiB a 16 megapixelov na kus, s celkovým objemom 8 MiB po dekódovaní; celé telo požiadavky je obmedzené na 13 MiB a vzdialené odkazy na obrázky sa neprijímajú. Vstupný rozpočet zahŕňa otázky aj médiá. Dlhý text sa môže skrátiť, aby sa zmestil, preto zachovajte rozhodujúce pasáže a označenia zdrojov. Tieto limity opisujú hostované obrazové rozhranie výrobcu; kódovač s otvorenými váhami má vlastné reprezentácie lokálnych vstupov.\n\nVydanie od Cloudflare opisuje tréning na hodnotenie viazané na schému a kalibráciu pravdepodobností. Model extrahuje relevantné dôkazy pre jednotlivé možnosti a potom zohľadňuje informácie naprieč poliami. To môže podporiť rozhodovanie o viacerých súvisiacich otázkach v jednom zázname, no vysoká pravdepodobnosť tým nezaručuje, že podkladový fakt je pravdivý. Vyhodnocujte zložité, neúplné a do kategórií nezapadajúce záznamy, ako aj jednoduché prípady. Užitočné rozhodovacie kritériá pokrývajú situácie, s ktorými sa pracovný postup skutočne stretáva, a dôležité rozlíšenia robia explicitnými.\n\nV pracovnom postupe agenta môže výstup určiť, ktorý definovaný ďalší krok sa má zvážiť. Dodajte aktuálne pozorovanie a kandidátske akcie s jasnými opismi, potom uchovajte vybranú možnosť a jej pravdepodobnosti. Okolitá aplikácia uplatní svoje pravidlá pre akcie a zaznamená, čo vykonala. Tento záznam o vykonaní udržiavajte oddelene od výsledku rozhodnutia: výber cesty kontroly nepreukazuje, že kontrolór konal, a výber diagnostického kroku nepreukazuje, že krok uspel.\n\nKonečným artefaktom je objekt odpovedí spolu so stavom a schémou, ktoré ho vytvorili. Tieto záznamy použite na preverenie neočakávaných klasifikácií, odhalenie nejednoznačných kritérií a porovnanie výsledkov s preverenými príkladmi úloh. Ak používateľ v ďalšom kroku potrebuje písomné vysvetlenie, rozhodnutie a pôvodné dôkazy môžu slúžiť ako vstupy pre samostatný krok písania odpovede. Clef poskytuje ohraničené pravdepodobnostné rozhodnutie potrebné na voľbu tejto ďalšej fázy s jasným prehľadom o tom, čo sa vyhodnocovalo.",
    "alias_of": null,
    "aliases": [],
    "author": "Cloudflare",
    "available": null,
    "canonical_model": "cloudflare/clef",
    "capabilities": {
      "context_length": 65536,
      "manufacturer_input": [
        "text",
        "image"
      ],
      "manufacturer_output": [
        "decisions"
      ]
    },
    "card_routes": [
      {
        "label": "Ultra",
        "rates": [
          {
            "amount": "0.00048000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.00000048",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          }
        ],
        "summary": "Úplný cenník konfigurácie nájdete v podrobnostiach."
      }
    ],
    "ctx": null,
    "entity_type": "model",
    "formats": [
      "systemone"
    ],
    "id": "cloudflare/clef",
    "input": [
      "text",
      "image"
    ],
    "kind": "decision",
    "max_out": null,
    "methods": [
      {
        "available": null,
        "cache_read": null,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "all_results": "Every supplied question-ID answer with its exact type, noul/choice/score value, confidence, probabilities and legend is retained. Entire original JSON is stored and returned only after settlement.",
            "errors": [
              {
                "code": null,
                "condition": "Neplatné povinné pole, reprezentácia alebo hodnota",
                "http_status": 400,
                "recovery": "Opravte označené pole požiadavky.",
                "type": "invalid_request_error"
              }
            ],
            "hints": [],
            "ignored_fields": [],
            "lifecycle": {
              "cancel": null,
              "idempotency_header": null,
              "job_retrieve": null,
              "mode": "synchronous",
              "streaming": false,
              "unknown": "Zachovajte pôvodnú operáciu a úplnú alebo čiastočnú odpoveď; POST znova neodosielajte."
            },
            "material_combinations": [
              {
                "mode": "noul",
                "optional": [
                  "criteria true/false descriptions"
                ],
                "required": [
                  "state",
                  "questions.<id>.type=noul",
                  "questions.<id>.instructions"
                ]
              },
              {
                "mode": "choice",
                "required": [
                  "state",
                  "questions.<id>.type=choice",
                  "questions.<id>.instructions",
                  "criteria object"
                ]
              },
              {
                "mode": "score",
                "required": [
                  "state",
                  "questions.<id>.type=score",
                  "questions.<id>.instructions",
                  "criteria array with minItems1"
                ]
              }
            ],
            "operation_modes": [
              "noul",
              "choice",
              "score"
            ],
            "outputs": {
              "all_results": "Zachováva sa každá poskytnutá odpoveď podľa ID otázky s presným typom, hodnotou noul/choice/score, mierou istoty, pravdepodobnosťami a legendou. Celý pôvodný JSON sa uloží a vráti až po zúčtovaní.",
              "family": "decisions",
              "fields": [
                {
                  "description": null,
                  "name": "model",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "id",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "provider",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "answers.<id>.type",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "answers.<id>.noul",
                  "type": "number"
                },
                {
                  "description": null,
                  "name": "answers.<id>.choice",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "answers.<id>.score",
                  "type": "number"
                },
                {
                  "description": null,
                  "name": "answers.<id>.confidence",
                  "type": "number"
                },
                {
                  "description": null,
                  "name": "answers.<id>.probabilities",
                  "type": "object"
                },
                {
                  "description": null,
                  "name": "answers.<id>.legend",
                  "type": "object"
                },
                {
                  "description": null,
                  "name": "usage.input_tokens",
                  "type": "integer"
                },
                {
                  "description": null,
                  "name": "usage.output_tokens",
                  "type": "integer"
                },
                {
                  "description": null,
                  "name": "usage.cost",
                  "type": "number"
                }
              ],
              "format": "json",
              "schema": {
                "properties": {
                  "answers": {
                    "additionalProperties": {
                      "description": "A Decisions answer using a boolean, choice, or score evaluation.",
                      "discriminator": {
                        "mapping": {
                          "choice": "#/components/schemas/DecisionsChoiceAnswer",
                          "noul": "#/components/schemas/DecisionsNoulAnswer",
                          "score": "#/components/schemas/DecisionsScoreAnswer"
                        },
                        "propertyName": "type"
                      },
                      "oneOf": [
                        {
                          "$ref": "#/components/schemas/DecisionsNoulAnswer"
                        },
                        {
                          "$ref": "#/components/schemas/DecisionsChoiceAnswer"
                        },
                        {
                          "$ref": "#/components/schemas/DecisionsScoreAnswer"
                        }
                      ]
                    },
                    "type": "object"
                  },
                  "id": {
                    "type": "string"
                  },
                  "model": {
                    "type": "string"
                  },
                  "provider": {
                    "type": "string"
                  },
                  "usage": {
                    "properties": {
                      "cost": {
                        "format": "double",
                        "type": "number"
                      },
                      "input_tokens": {
                        "type": "integer"
                      },
                      "output_tokens": {
                        "type": "integer"
                      }
                    },
                    "required": [
                      "input_tokens",
                      "output_tokens"
                    ],
                    "type": "object"
                  }
                },
                "required": [
                  "model",
                  "answers",
                  "usage"
                ],
                "type": "object"
              }
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "cloudflare/clef"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "provider",
                "required": false,
                "type": "schema"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "questions",
                "required": true,
                "type": "object"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "description": "A unique identifier for grouping related requests (e.g., a conversation or agent workflow). Used for observability grouping in Broadcast and private logging; never sent to the provider. If provided in both the request body and the x-session-id header, the body value takes precedence. Maximum of 256 characters.",
                "enum": null,
                "enum_known": false,
                "maxLength": 256,
                "name": "session_id",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "description": "The content to evaluate: a plain string, or a JSON object or array of related context.",
                "enum": null,
                "enum_known": false,
                "name": "state",
                "required": true,
                "type": "schema"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "trace",
                "required": false,
                "type": "schema"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "maxLength": 256,
                "name": "user",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "noul",
                  "choice",
                  "score"
                ],
                "enum_known": true,
                "name": "questions.<id>.type",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "questions.<id>.instructions",
                "required": true,
                "type": "string|object|array"
              },
              {
                "availability": "source_interface",
                "conditions": "choice/score: povinné; noul: voliteľné. Kritériá pre choice tvoria objekt; score je pole s minItems1.",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "questions.<id>.criteria",
                "required": false,
                "type": "object|array"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "questions.<id>.criteria.true",
                "required": true,
                "type": "string|object|array",
                "when": "Je zadaný objekt kritérií noul"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "questions.<id>.criteria.false",
                "required": true,
                "type": "string|object|array",
                "when": "Je zadaný objekt kritérií noul"
              }
            ],
            "unsupported": [
              "stream=true"
            ]
          },
          "hints": [
            "Odošlite presné ID modelu a zachovajte celú natívnu odpoveď."
          ],
          "input": {
            "content_type": "application/json",
            "material_types": [
              "text",
              "image"
            ],
            "multimodal_input_binding": "Použite iba presne deklarovanú reprezentáciu stavu alebo dokumentu. Samotná obrazová schopnosť výrobcu nepotvrdzuje prijatý spôsob prenosu obrázka pre konkrétny model.",
            "optional_controls": [
              "provider",
              "session_id",
              "trace",
              "user"
            ],
            "required": [
              "model",
              "state",
              "questions"
            ]
          },
          "lifecycle": {
            "cancel": null,
            "idempotency_header": null,
            "job_retrieve": null,
            "mode": "synchronous",
            "streaming": false,
            "unknown": "Preserve original operation and full/partial reply; do not replay POST."
          },
          "manufacturer_capability": {
            "context_length": 65536,
            "manufacturer_input": [
              "text",
              "image"
            ],
            "manufacturer_output": [
              "decisions"
            ]
          },
          "method": {
            "http": "POST",
            "path": "/v1/systemone"
          },
          "method_aliases": [],
          "operation_modes": [
            "noul",
            "choice",
            "score"
          ],
          "output": {
            "all_results": "Every supplied question-ID answer with its exact type, noul/choice/score value, confidence, probabilities and legend is retained. Entire original JSON is stored and returned only after settlement.",
            "family": "decisions",
            "fields": [
              {
                "description": null,
                "name": "model",
                "type": "string"
              },
              {
                "description": null,
                "name": "id",
                "type": "string"
              },
              {
                "description": null,
                "name": "provider",
                "type": "string"
              },
              {
                "description": null,
                "name": "answers.<id>.type",
                "type": "string"
              },
              {
                "description": null,
                "name": "answers.<id>.noul",
                "type": "number"
              },
              {
                "description": null,
                "name": "answers.<id>.choice",
                "type": "string"
              },
              {
                "description": null,
                "name": "answers.<id>.score",
                "type": "number"
              },
              {
                "description": null,
                "name": "answers.<id>.confidence",
                "type": "number"
              },
              {
                "description": null,
                "name": "answers.<id>.probabilities",
                "type": "object"
              },
              {
                "description": null,
                "name": "answers.<id>.legend",
                "type": "object"
              },
              {
                "description": null,
                "name": "usage.input_tokens",
                "type": "integer"
              },
              {
                "description": null,
                "name": "usage.output_tokens",
                "type": "integer"
              },
              {
                "description": null,
                "name": "usage.cost",
                "type": "number"
              }
            ],
            "format": "json",
            "schema": {
              "properties": {
                "answers": {
                  "additionalProperties": {
                    "description": "A Decisions answer using a boolean, choice, or score evaluation.",
                    "discriminator": {
                      "mapping": {
                        "choice": "#/components/schemas/DecisionsChoiceAnswer",
                        "noul": "#/components/schemas/DecisionsNoulAnswer",
                        "score": "#/components/schemas/DecisionsScoreAnswer"
                      },
                      "propertyName": "type"
                    },
                    "oneOf": [
                      {
                        "$ref": "#/components/schemas/DecisionsNoulAnswer"
                      },
                      {
                        "$ref": "#/components/schemas/DecisionsChoiceAnswer"
                      },
                      {
                        "$ref": "#/components/schemas/DecisionsScoreAnswer"
                      }
                    ]
                  },
                  "type": "object"
                },
                "id": {
                  "type": "string"
                },
                "model": {
                  "type": "string"
                },
                "provider": {
                  "type": "string"
                },
                "usage": {
                  "properties": {
                    "cost": {
                      "format": "double",
                      "type": "number"
                    },
                    "input_tokens": {
                      "type": "integer"
                    },
                    "output_tokens": {
                      "type": "integer"
                    }
                  },
                  "required": [
                    "input_tokens",
                    "output_tokens"
                  ],
                  "type": "object"
                }
              },
              "required": [
                "model",
                "answers",
                "usage"
              ],
              "type": "object"
            }
          },
          "schema": {
            "request": {
              "properties": {
                "model": {
                  "enum": [
                    "cloudflare/clef"
                  ],
                  "type": "string"
                },
                "provider": {
                  "allOf": [
                    {
                      "$ref": "#/components/schemas/ProviderPreferences"
                    },
                    {
                      "description": "Provider routing preferences for the request."
                    }
                  ]
                },
                "questions": {
                  "additionalProperties": {
                    "description": "A Decisions question using a boolean, choice, or ordered score evaluation.",
                    "discriminator": {
                      "mapping": {
                        "choice": "#/components/schemas/DecisionsChoiceQuestion",
                        "noul": "#/components/schemas/DecisionsNoulQuestion",
                        "score": "#/components/schemas/DecisionsScoreQuestion"
                      },
                      "propertyName": "type"
                    },
                    "oneOf": [
                      {
                        "$ref": "#/components/schemas/DecisionsNoulQuestion"
                      },
                      {
                        "$ref": "#/components/schemas/DecisionsChoiceQuestion"
                      },
                      {
                        "$ref": "#/components/schemas/DecisionsScoreQuestion"
                      }
                    ]
                  },
                  "type": "object"
                },
                "session_id": {
                  "description": "A unique identifier for grouping related requests (e.g., a conversation or agent workflow). Used for observability grouping in Broadcast and private logging; never sent to the provider. If provided in both the request body and the x-session-id header, the body value takes precedence. Maximum of 256 characters.",
                  "example": "session-1234",
                  "maxLength": 256,
                  "type": "string"
                },
                "state": {
                  "anyOf": [
                    {
                      "type": "string"
                    },
                    {
                      "additionalProperties": {},
                      "type": "object"
                    },
                    {
                      "items": {},
                      "type": "array"
                    }
                  ],
                  "description": "The content to evaluate: a plain string, or a JSON object or array of related context."
                },
                "trace": {
                  "$ref": "#/components/schemas/TraceConfig"
                },
                "user": {
                  "maxLength": 256,
                  "type": "string"
                }
              },
              "required": [
                "model",
                "state",
                "questions"
              ],
              "type": "object"
            },
            "response": {
              "properties": {
                "answers": {
                  "additionalProperties": {
                    "description": "A Decisions answer using a boolean, choice, or score evaluation.",
                    "discriminator": {
                      "mapping": {
                        "choice": "#/components/schemas/DecisionsChoiceAnswer",
                        "noul": "#/components/schemas/DecisionsNoulAnswer",
                        "score": "#/components/schemas/DecisionsScoreAnswer"
                      },
                      "propertyName": "type"
                    },
                    "oneOf": [
                      {
                        "$ref": "#/components/schemas/DecisionsNoulAnswer"
                      },
                      {
                        "$ref": "#/components/schemas/DecisionsChoiceAnswer"
                      },
                      {
                        "$ref": "#/components/schemas/DecisionsScoreAnswer"
                      }
                    ]
                  },
                  "type": "object"
                },
                "id": {
                  "type": "string"
                },
                "model": {
                  "type": "string"
                },
                "provider": {
                  "type": "string"
                },
                "usage": {
                  "properties": {
                    "cost": {
                      "format": "double",
                      "type": "number"
                    },
                    "input_tokens": {
                      "type": "integer"
                    },
                    "output_tokens": {
                      "type": "integer"
                    }
                  },
                  "required": [
                    "input_tokens",
                    "output_tokens"
                  ],
                  "type": "object"
                }
              },
              "required": [
                "model",
                "answers",
                "usage"
              ],
              "type": "object"
            }
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Základné sadzby za tokeny",
            "units": [
              {
                "amount": "0.00048000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000048",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 0
            },
            "label": "Pásmo dĺžky požiadavky 1",
            "units": [
              {
                "amount": "0.00048000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000048",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "{\n  \"model\": \"cloudflare/clef\",\n  \"questions\": {\n    \"is_bug\": {\n      \"criteria\": {\n        \"false\": \"The customer is asking a question or requesting a feature.\",\n        \"true\": \"The customer describes broken or unexpected product behavior.\"\n      },\n      \"instructions\": \"Is the customer reporting a software defect?\",\n      \"type\": \"noul\"\n    },\n    \"team\": {\n      \"criteria\": {\n        \"account\": \"Login, permissions, or profile issues.\",\n        \"frontend\": \"Rendering, layout, or browser compatibility issues.\",\n        \"payments\": \"Checkout, billing, or payment processing issues.\"\n      },\n      \"instructions\": \"Which team should own this ticket?\",\n      \"type\": \"choice\"\n    },\n    \"urgency\": {\n      \"criteria\": [\n        \"Can wait for the next release\",\n        \"Should be fixed this week\",\n        \"Blocking revenue right now\"\n      ],\n      \"instructions\": \"How urgent is this ticket?\",\n      \"type\": \"score\"\n    }\n  },\n  \"state\": {\n    \"customer_tier\": \"enterprise\",\n    \"ticket\": \"My checkout page shows a blank screen after I click Pay. I have tried two browsers.\"\n  }\n}",
            "label": "Retained official request structure; documentary example",
            "language": "json"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\n: \"${AILOOT_REQUEST_FILE:?Set your actual JSON request file}\"\nexport AILOOT_REQUEST_FILE\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads(Path(os.environ['AILOOT_REQUEST_FILE']).read_text(encoding='utf-8'))\nif not isinstance(p,dict): raise SystemExit('Request must be a JSON object')\np['model']='cloudflare/clef'\nPath('request.json').write_text(json.dumps(p,ensure_ascii=False),encoding='utf-8')\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/systemone \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o result.json\npython3 - <<'PY_RESULT'\nimport json\nfrom pathlib import Path\nprint(json.dumps(json.loads(Path('result.json').read_text()),ensure_ascii=False,indent=2))\nPY_RESULT\n",
            "label": "Use your actual request material and retain the complete result",
            "language": "bash",
            "material_policy": "Use real owner-supplied state/questions or query/documents. No invented file ID, document, image URL, job ID or returned result."
          }
        ],
        "family": "systemone",
        "fast_multiplier": null,
        "flex_multiplier": null,
        "fmt": "systemone",
        "http": "POST",
        "in": 0.48,
        "input": [
          "text",
          "image"
        ],
        "label": "System One",
        "max_out": null,
        "max_reasoning_effort_multiplier": null,
        "method_aliases": [],
        "native_endpoint": "systemone",
        "out": 0,
        "output": [
          "decisions"
        ],
        "path": "/v1/systemone",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Not specified",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Not specified",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Not specified",
            "when": "When maximum reasoning effort uses the default adjustment"
          }
        ],
        "pricing": {
          "billing_mode": "token",
          "image_input_price": null,
          "image_output_price": null,
          "per_request_price": null
        },
        "pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0.00048000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000048",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 0
            },
            "label": "Request-length tier 1",
            "units": [
              {
                "amount": "0.00048000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000048",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "cloudflare/clef",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [
          {
            "cache_read": null,
            "cache_read_multiplier": null,
            "cache_write": null,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 0.48,
            "input_multiplier": null,
            "interval_boundary": "min_exclusive_max_inclusive",
            "max": null,
            "max_tokens": null,
            "min": 0,
            "min_tokens": 0,
            "null_rate_policy": "unknown or inherited; never zero",
            "out": 0,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.00048000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.00000048",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    ],
    "model_aliases": [
      {
        "canonical_model_id": "cloudflare/clef",
        "request_model_id": "cloudflare/clef",
        "route_label": "Ultra"
      }
    ],
    "name": "Cloudflare: Clef",
    "price": {
      "in": 0.48,
      "in_label": null,
      "out": 0,
      "out_label": null,
      "scope_label": "Token rates",
      "sort_in": 0.48,
      "sort_out": 0,
      "varies": true
    },
    "pricing_profiles": [
      {
        "dimensions": {
          "regime": "base"
        },
        "label": "System One · Base token rates",
        "units": [
          {
            "amount": "0.00048000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.00000048",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
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