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  "aboutHtml": "<p>OpenAI o3 è un modello di ragionamento che copre attività matematiche, scientifiche, di programmazione e visive. Il suo ruolo pubblicato comprende anche scrittura tecnica e rispetto delle istruzioni. Testo, immagini e file in ingresso supportano testo in uscita, con ragionamento, strumenti basati su funzioni e controlli per l’uscita strutturata nel profilo del servizio che lo ospita.</p><h4>Una domanda tecnica con prove identificate</h4><p>Fornite le ipotesi, le quantità e le fonti che determinano il risultato. Per un compito scientifico o matematico, definite i simboli e preservate le unità. Per la programmazione, fornite l’implementazione pertinente, il problema osservato e il comportamento atteso. Chiedete la risposta e le prove o i passaggi necessari per valutarla.</p><p>Una domanda visiva può identificare l’oggetto, il grafico o la regione dell’interfaccia rilevanti. Mantenete l’etichetta dell’immagine insieme a ogni osservazione che ne deriva e conservate il materiale scritto di origine che le fornisce contesto. Il risultato deve distinguere ciò che è visibile o dichiarato da un’interpretazione ricavata da diverse fonti.</p><h4>Ragionamento, strumenti e struttura del risultato</h4><p>Il profilo elenca controlli per il ragionamento e strumenti basati su funzioni. Un’applicazione può eseguire un’operazione proposta e fornirne il risultato effettivo prima che il compito prosegua. Conservate calcoli, passaggi recuperati o uscite dei comandi insieme agli ingressi e agli identificatori delle fonti che li rendono esaminabili.</p><p>Per l’uscita strutturata, definite campi, tipi e gestione delle informazioni assenti. Convalidate la struttura restituita e i valori sostanziali. Per una spiegazione tecnica, chiedete una conclusione chiara seguita dai passaggi o dalle prove pertinenti alla domanda.</p><h4>Contesto per un compito consistente</h4><p>Il profilo pubblicato del servizio che ospita il modello elenca una finestra di contesto di 200 000 token e fino a 100 000 token di completamento. Riservate spazio per la risposta e organizzate il materiale più ampio in sezioni con un nome. Conservate decisioni e osservazioni consolidate eliminando le ripetizioni non pertinenti.</p><p>Un risultato utile di o3 collega la conclusione o l’artefatto tecnico alle sue ipotesi, fonti e verifiche. Conservate queste parti insieme quando trasferite il lavoro a un’analisi o a un passaggio applicativo successivi.</p>",
  "aboutText": "OpenAI o3 è un modello di ragionamento che copre attività matematiche, scientifiche, di programmazione e visive. Il suo ruolo pubblicato comprende anche scrittura tecnica e rispetto delle istruzioni. Testo, immagini e file in ingresso supportano testo in uscita, con ragionamento, strumenti basati su funzioni e controlli per l’uscita strutturata nel profilo del servizio che lo ospita.\n\n### Una domanda tecnica con prove identificate\n\nFornite le ipotesi, le quantità e le fonti che determinano il risultato. Per un compito scientifico o matematico, definite i simboli e preservate le unità. Per la programmazione, fornite l’implementazione pertinente, il problema osservato e il comportamento atteso. Chiedete la risposta e le prove o i passaggi necessari per valutarla.\n\nUna domanda visiva può identificare l’oggetto, il grafico o la regione dell’interfaccia rilevanti. Mantenete l’etichetta dell’immagine insieme a ogni osservazione che ne deriva e conservate il materiale scritto di origine che le fornisce contesto. Il risultato deve distinguere ciò che è visibile o dichiarato da un’interpretazione ricavata da diverse fonti.\n\n### Ragionamento, strumenti e struttura del risultato\n\nIl profilo elenca controlli per il ragionamento e strumenti basati su funzioni. Un’applicazione può eseguire un’operazione proposta e fornirne il risultato effettivo prima che il compito prosegua. Conservate calcoli, passaggi recuperati o uscite dei comandi insieme agli ingressi e agli identificatori delle fonti che li rendono esaminabili.\n\nPer l’uscita strutturata, definite campi, tipi e gestione delle informazioni assenti. Convalidate la struttura restituita e i valori sostanziali. Per una spiegazione tecnica, chiedete una conclusione chiara seguita dai passaggi o dalle prove pertinenti alla domanda.\n\n### Contesto per un compito consistente\n\nIl profilo pubblicato del servizio che ospita il modello elenca una finestra di contesto di 200 000 token e fino a 100 000 token di completamento. Riservate spazio per la risposta e organizzate il materiale più ampio in sezioni con un nome. Conservate decisioni e osservazioni consolidate eliminando le ripetizioni non pertinenti.\n\nUn risultato utile di o3 collega la conclusione o l’artefatto tecnico alle sue ipotesi, fonti e verifiche. Conservate queste parti insieme quando trasferite il lavoro a un’analisi o a un passaggio applicativo successivi.",
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      "practical_html": "<h3>Caso pratico</h3><p>Esempio tecnico in inglese</p><pre><code>Evaluate an independent-failure estimate\n\nTwo independent components each fail with probability 0.02 during a mission. The system fails if either component fails. Calculate the system failure probability, explain why adding the two probabilities alone is not exact and state what assumption would need review if the components share a power supply.</code></pre><h4>Risultato atteso</h4><pre><code>A probability expression, a numerical result and a note about the independence assumption.</code></pre><h4>Verificare il risultato</h4><pre><code>Check that simultaneous failures are not counted twice and that shared power is treated as a possible dependence issue.</code></pre>"
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      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">O</span><h2 id=\"sheet-title\">OpenAI: o3</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Chiudi\">×</button></div><div class=\"idline\"><span>OpenAI /</span><code>o3</code><button type=\"button\" id=\"copy-id\">Copia ID</button></div><nav class=\"card-jump-nav\" aria-label=\"Sezioni della scheda del modello\"><button type=\"button\" data-card-jump=\"overview\">Introduzione</button><button type=\"button\" data-card-jump=\"methods\">Input e metodi</button><button type=\"button\" data-card-jump=\"pricing\">Tariffe</button><button type=\"button\" data-card-jump=\"examples\">Esempi</button><button type=\"button\" data-card-jump=\"results\">Risultati</button><button type=\"button\" data-card-jump=\"aliases\">Alias</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"Metodi 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|chat|/v1/chat/completions|o3\">Chat · Ultra</button><button type=\"button\" role=\"tab\" tabindex=\"-1\" aria-controls=\"card-method-content\" aria-selected=\"false\" id=\"card-method-tab-1\" data-card-method=\"Ultra|messages|/v1/messages|o3\">Messages · Ultra</button></div><div class=\"idline\"><label for=\"card-model-id\">ID del modello</label><select class=\"sel\" id=\"card-model-id\" style=\"min-width:0;max-width:100%\"><option value=\"Ultra|chat|/v1/chat/completions|o3\" selected>o3</option><option value=\"Ultra|chat|/v1/chat/completions|openai%2Fo3\">openai/o3</option></select></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\">Introduzione</h3><p class=\"mdesc-full\">OpenAI o3 è un modello di ragionamento per matematica, scienza, programmazione, domande visive e scrittura tecnica. Il suo profilo pubblicato accetta testo, immagini e file per risposte testuali, con strumenti, uscite strutturate e una finestra di contesto di 200 000 token.</p><dl class=\"card-io\" data-card-io><div><dt>Input accettati</dt><dd>Testo</dd></div><div><dt>Risultati</dt><dd>Testo</dd></div></dl><details class=\"card-about\"><summary>Informazioni sul modello</summary><p class=\"note-s\" data-model-method-boundary>Questa descrizione illustra le funzionalità del modello. Gli input, gli output e le opzioni disponibili in Ailoot per il metodo selezionato sono elencati di seguito.</p><div class=\"mabout\" id=\"m-about\"><p>OpenAI o3 è un modello di ragionamento che copre attività matematiche, scientifiche, di programmazione e visive. Il suo ruolo pubblicato comprende anche scrittura tecnica e rispetto delle istruzioni. Testo, immagini e file in ingresso supportano testo in uscita, con ragionamento, strumenti basati su funzioni e controlli per l’uscita strutturata nel profilo del servizio che lo ospita.</p><h4>Una domanda tecnica con prove identificate</h4><p>Fornite le ipotesi, le quantità e le fonti che determinano il risultato. Per un compito scientifico o matematico, definite i simboli e preservate le unità. Per la programmazione, fornite l’implementazione pertinente, il problema osservato e il comportamento atteso. Chiedete la risposta e le prove o i passaggi necessari per valutarla.</p><p>Una domanda visiva può identificare l’oggetto, il grafico o la regione dell’interfaccia rilevanti. Mantenete l’etichetta dell’immagine insieme a ogni osservazione che ne deriva e conservate il materiale scritto di origine che le fornisce contesto. Il risultato deve distinguere ciò che è visibile o dichiarato da un’interpretazione ricavata da diverse fonti.</p><h4>Ragionamento, strumenti e struttura del risultato</h4><p>Il profilo elenca controlli per il ragionamento e strumenti basati su funzioni. Un’applicazione può eseguire un’operazione proposta e fornirne il risultato effettivo prima che il compito prosegua. Conservate calcoli, passaggi recuperati o uscite dei comandi insieme agli ingressi e agli identificatori delle fonti che li rendono esaminabili.</p><p>Per l’uscita strutturata, definite campi, tipi e gestione delle informazioni assenti. Convalidate la struttura restituita e i valori sostanziali. Per una spiegazione tecnica, chiedete una conclusione chiara seguita dai passaggi o dalle prove pertinenti alla domanda.</p><h4>Contesto per un compito consistente</h4><p>Il profilo pubblicato del servizio che ospita il modello elenca una finestra di contesto di 200 000 token e fino a 100 000 token di completamento. Riservate spazio per la risposta e organizzate il materiale più ampio in sezioni con un nome. Conservate decisioni e osservazioni consolidate eliminando le ripetizioni non pertinenti.</p><p>Un risultato utile di o3 collega la conclusione o l’artefatto tecnico alle sue ipotesi, fonti e verifiche. Conservate queste parti insieme quando trasferite il lavoro a un’analisi o a un passaggio applicativo successivi.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Disponibile in Ailoot · input e metodi</h3><details class=\"card-method\" open><summary><b>Ailoot Ultra · OpenAI Chat</b> <code>POST /v1/chat/completions</code></summary><dl class=\"method-capabilities\"><div><dt>Tipi di input</dt><dd><code>text</code></dd></div><div><dt>Tipi di output</dt><dd><code>text</code></dd></div><div><dt>Formato di output</dt><dd>json o SSE</dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Campo</th><th>Tipo</th><th>Requisito</th><th>Valori e limiti</th><th>Predefinito</th></tr></thead><tbody><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Obbligatorio</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>o3</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">messages</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>message[]</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Obbligatorio</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>Numero minimo di elementi: 1</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">messages[].role</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Obbligatorio</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">messages[].content</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>Si applica quando: Conversazione testuale</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">stream</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>boolean</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span></td><td data-cell-label=\"Predefinito\" data-default=\"known\"><span class=\"card-cell-label\">Predefinito</span>false</td></tr></tbody></table></div><details class=\"card-about\" data-material-combinations><summary>Combinazioni di materiali in input</summary><p class=\"note-s\"><b>Testo</b> · Testo UTF8</p><p class=\"note-s\"><code>messages[].content</code></p></details><details class=\"note-s\" data-method-contract><summary>Parametri e ciclo di vita del metodo</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parametro</th><th>Contratto</th></tr></thead><tbody><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>content_type</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>application/json</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>required</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>model, messages</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>material_types</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>text</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>messages</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>Array di messaggi con struttura role/content</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>file_material</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>Documento UTF-8 effettivo inserito come testo letterale; nessun ID di file dedotto</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>optional_controls</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>stream</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>control_scope</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>Conversazione testuale; stream è un booleano e per impostazione predefinita vale false.</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>output_modalities</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>text</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>hosted_operations</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>false</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>multimodal_input_binding</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>null</td></tr></tbody></table></div><p>Alias del metodo: <code>/chat/completions</code></p><p>Ciclo di vita: <code>synchronous_or_streamed</code></p><p class=\"note-s\">Invia l’ID esatto del modello con messages.</p><p class=\"note-s\">La lunghezza del contesto non è un limite di uscita.</p><p class=\"note-s\">Un file di testo può fornire testo letterale; gli ingressi immagine/audio/oggetto file richiedono un’associazione esatta.</p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Tariffe</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Le tariffe non aggiungono opzioni alla richiesta. I parametri supportati sono elencati nel metodo selezionato.</p><dl data-price-conditions><dt>Modalità rapida</dt><dd>Tariffa standard <span class=\"note-s\">Quando è selezionata la modalità rapida</span></dd><dt>Modalità flex</dt><dd>Tariffa standard <span class=\"note-s\">Quando è selezionata la modalità flex</span></dd><dt>Sforzo massimo di ragionamento</dt><dd>Tariffa standard <span class=\"note-s\">Quando lo sforzo massimo di ragionamento usa l&#39;adeguamento predefinito (default)</span></dd></dl></div><div data-declared-tariff-pricing><h4>Tariffe Ailoot</h4><h4>Prezzi per configurazione</h4><p class=\"note-s\">Associa ogni costo alle condizioni indicate. Usa una sola tariffa per ogni insieme di configurazioni alternative.</p><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Configurazione</th><th>Listino delle tariffe</th><th>Token di contesto, più di</th><th>Token di contesto, fino al limite incluso</th><th>Costo</th></tr></thead><tbody><tr><th data-cell-label=\"Configurazione\" scope=\"row\"><span class=\"card-cell-label\">Configurazione</span>Tariffe di base dei token</th><td data-cell-label=\"Listino delle tariffe\"><span class=\"card-cell-label\">Listino delle tariffe</span>Tariffa base</td><td data-cell-label=\"Token di contesto, più di\"><span class=\"card-cell-label\">Token di contesto, più di</span>—</td><td data-cell-label=\"Token di contesto, fino al limite incluso\"><span class=\"card-cell-label\">Token di contesto, fino al limite incluso</span>Nessun limite superiore</td><td data-cell-label=\"Costo\"><span class=\"card-cell-label\">Costo</span><div><span>Input · Token in input</span> <b>$0.004</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Output · Token in output</span> <b>$0.016</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Lettura dalla cache</span> <b>$0.001</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Scrittura nella cache</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Scrittura nella cache, 1 ora</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div></td></tr><tr><th data-cell-label=\"Configurazione\" scope=\"row\"><span class=\"card-cell-label\">Configurazione</span>Fascia 1 di lunghezza della richiesta</th><td data-cell-label=\"Listino delle tariffe\"><span class=\"card-cell-label\">Listino delle tariffe</span>—</td><td data-cell-label=\"Token di contesto, più di\"><span class=\"card-cell-label\">Token di contesto, più di</span>0</td><td data-cell-label=\"Token di contesto, fino al limite incluso\"><span class=\"card-cell-label\">Token di contesto, fino al limite incluso</span>Nessun limite superiore</td><td data-cell-label=\"Costo\"><span class=\"card-cell-label\">Costo</span><div><span>Input · Token in input</span> <b>$0.004</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Output · Token in output</span> <b>$0.016</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Lettura dalla cache</span> <b>$0.001</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Scrittura nella cache</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Scrittura nella cache, 1 ora</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div></td></tr></tbody></table></div></div><p class=\"note-s\">Ailoot prenota un importo stimato prima di una richiesta. Dopo il risultato, addebita il costo finale in base all’utilizzo misurato. Per lo streaming, l’addebito usa il record finale di utilizzo. <a href=\"/docs/it/billing/reserve/\">Come funzionano la prenotazione e l’addebito finale →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">Esempi di richieste</h3><h4>Ailoot Ultra · OpenAI Chat</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Varianti di codice\"><button class=\"cg-tab\" id=\"model-code-2014-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-2014-panel-0\" aria-selected=\"true\" tabindex=\"0\">curl</button><button class=\"cg-tab\" id=\"model-code-2014-tab-1\" role=\"tab\" type=\"button\" aria-controls=\"model-code-2014-panel-1\" aria-selected=\"false\" tabindex=\"-1\">Python SDK</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Copia il codice\"><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-2014-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-2014-tab-0\"><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\npython3 - &lt;&lt;&#39;PY_REQUEST&#39;\nimport json,os\nfrom pathlib import Path\np=json.loads(&#39;{&quot;model&quot;:&quot;o3&quot;,&quot;messages&quot;:[{&quot;role&quot;:&quot;user&quot;,&quot;content&quot;:&quot;hello&quot;}],&quot;stream&quot;:false}&#39;)\n\nPath(&quot;request.json&quot;).write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\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\nr=json.loads(Path(&quot;result.json&quot;).read_text())\nfor x in r.get(&quot;choices&quot;,[]):\n    if x.get(&quot;message&quot;,{}).get(&quot;content&quot;): print(x[&quot;message&quot;][&quot;content&quot;])\nPY_RESULT\n</code></pre></div><div class=\"cg-pane\" id=\"model-code-2014-panel-1\" role=\"tabpanel\" aria-labelledby=\"model-code-2014-tab-1\" hidden><pre data-lang=\"python\"><code>from openai import OpenAI\nimport os\n\nif not os.environ.get(&quot;AILOOT_API_KEY&quot;, &quot;&quot;).strip(): raise SystemExit(&quot;Set AILOOT_API_KEY before making a request&quot;)\nclient=OpenAI(base_url=&quot;https://api.ailoot.ai/v1&quot;,api_key=os.environ[&quot;AILOOT_API_KEY&quot;],max_retries=0)\nresult=client.chat.completions.create(model=&quot;o3&quot;, messages=[{&quot;role&quot;:&quot;user&quot;,&quot;content&quot;:&quot;hello&quot;}], stream=False)\nimport base64, json\nfrom pathlib import Path\n\ndef save_result(data, stem=&quot;result&quot;):\n    # Keep every field, including usage, IDs, reasoning and tool requests.\n    Path(stem + &quot;.json&quot;).write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding=&quot;utf-8&quot;)\n    print(json.dumps(data, ensure_ascii=False, indent=2))\n    def save_blob(encoded, suffix, label):\n        raw = base64.b64decode(encoded, altchars=b&quot;-_&quot;, validate=True)\n        ext = &quot;png&quot; if raw.startswith(b&quot;\\x89PNG\\r\\n\\x1a\\n&quot;) else &quot;jpg&quot; if raw.startswith(b&quot;\\xff\\xd8&quot;) else &quot;webp&quot; if raw[:4] == b&quot;RIFF&quot; and raw[8:12] == b&quot;WEBP&quot; else suffix\n        file = Path(stem + &quot;-&quot; + label + &quot;.&quot; + ext)\n        file.write_bytes(raw)\n        print(&quot;Saved&quot;, file)\n    for index, block in enumerate(data.get(&quot;content&quot;) or []):\n        print(&quot;Content&quot;, index, json.dumps(block, ensure_ascii=False))\n    for choice in data.get(&quot;choices&quot;) or []:\n        print(&quot;Choice&quot;, choice.get(&quot;index&quot;), json.dumps(choice.get(&quot;message&quot;, choice.get(&quot;delta&quot;, {})), ensure_ascii=False))\n    for index, item in enumerate(data.get(&quot;output&quot;) or []):\n        print(&quot;Output&quot;, index, json.dumps(item, ensure_ascii=False))\n        if item.get(&quot;type&quot;) == &quot;image_generation_call&quot; and item.get(&quot;result&quot;):\n            save_blob(item[&quot;result&quot;], item.get(&quot;output_format&quot;) or &quot;bin&quot;, &quot;output-&quot; + str(index))\n    for ci, candidate in enumerate(data.get(&quot;candidates&quot;) or []):\n        for pi, part in enumerate((candidate.get(&quot;content&quot;) or {}).get(&quot;parts&quot;) or []):\n            print(&quot;Candidate/part&quot;, ci, pi, json.dumps(part, ensure_ascii=False))\n            blob = part.get(&quot;inlineData&quot;) or part.get(&quot;inline_data&quot;)\n            if blob and blob.get(&quot;data&quot;):\n                mime = blob.get(&quot;mimeType&quot;) or blob.get(&quot;mime_type&quot;)\n                suffix = {&quot;image/png&quot;:&quot;png&quot;, &quot;image/jpeg&quot;:&quot;jpg&quot;, &quot;image/webp&quot;:&quot;webp&quot;, &quot;audio/wav&quot;:&quot;wav&quot;, &quot;audio/mpeg&quot;:&quot;mp3&quot;, &quot;video/mp4&quot;:&quot;mp4&quot;}.get(mime, &quot;bin&quot;)\n                save_blob(blob[&quot;data&quot;], suffix, &quot;candidate-&quot; + str(ci) + &quot;-part-&quot; + str(pi))\n\nsave_result(result.to_dict(mode=&quot;json&quot;))\n</code></pre></div></div></div></section><section class=\"card-section\" data-card-section=\"results\"><h3 tabindex=\"-1\">Ricevi e salva i risultati</h3><h4>Ailoot Ultra · OpenAI Chat</h4><p class=\"note-s\">json o SSE</p><div class=\"card-result-process\" data-all-results><h5>Conserva tutti i risultati completati</h5><p class=\"note-s\">Conserva ogni risposta, file e parte di contenuto restituiti per intero.</p><p class=\"note-s\">Conserva ogni scelta con contenuto, chiamate agli strumenti e ragionamento. In SSE assembla i delta per indice di scelta e strumento e conserva il motivo finale di completamento e i dati di utilizzo.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Se occorre verificare la risposta originale</h5><p class=\"note-s\">Conserva gli ID e le intestazioni di richiesta/risposta. Non viene fornito alcun URL generico per recuperare un’attività testuale.</p></div><details class=\"card-about\" data-output-fields><summary>Campi della risposta</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Campo</th><th>Tipo</th></tr></thead><tbody><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">choices[].index</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>integer</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">choices[].message.content</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>string|null</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">choices[].message.tool_calls</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>tool_call[]</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">choices[].message.reasoning_content</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>string</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">choices[].message.reasoning_details</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>object|array</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">choices[].finish_reason</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>string|null</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">usage</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>object</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Errori e passaggi successivi</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Risposta</th><th>Condizione</th><th>Passaggio successivo</th></tr></thead><tbody><tr><th data-cell-label=\"Risposta\" scope=\"row\"><span class=\"card-cell-label\">Risposta</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Condizione\"><span class=\"card-cell-label\">Condizione</span>Campi obbligatori, rappresentazione del materiale o valore del parametro non validi</td><td data-cell-label=\"Passaggio successivo\"><span class=\"card-cell-label\">Passaggio successivo</span>Correggi i campi indicati prima di una nuova richiesta di creazione.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Alias</h3><h4>Alias del modello</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=openai%2Fo3&amp;route=Ultra&amp;caller=o3&amp;fmt=chat\"><code>o3</code></a>, <a href=\"#m=openai%2Fo3&amp;route=Ultra&amp;caller=openai%2Fo3&amp;fmt=chat\"><code>openai/o3</code></a></span></p><h4>Alias dei percorsi dei metodi</h4><p class=\"note-s\"><code>/chat/completions</code></p><h4>ID di chiamata correlati</h4><p class=\"note-s\"><a href=\"#m=openai%2Fo3&amp;route=Ultra&amp;caller=openai%2Fo3&amp;fmt=chat\"><code>openai/o3</code></a>, <a href=\"#m=openai%2Fo3&amp;route=Ultra&amp;caller=o3&amp;fmt=chat\"><code>o3</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "o3",
        "fmt": "chat",
        "http": "POST",
        "path": "/v1/chat/completions",
        "request_model_id": "o3",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|chat|/v1/chat/completions|o3",
      "ordinal": 0,
      "rawMethod": {
        "available": null,
        "cache_read": 1,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "all_results": "Keep every choice and its content/tool calls/reasoning. In SSE assemble deltas by choice/tool index, retain the final finish reason and usage.",
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "header": "Authorization: Bearer"
            },
            "errors": [
              {
                "code": null,
                "condition": "Campi obbligatori, rappresentazione del materiale o valore del parametro non validi",
                "http_status": 400,
                "recovery": "Correggi i campi indicati prima di una nuova richiesta di creazione.",
                "type": "invalid_request_error"
              }
            ],
            "hints": [
              "Model context is not an output cap.",
              "Send the conversation as text messages. Stream must be a boolean; omitted stream defaults to false."
            ],
            "ignored_fields": [],
            "lifecycle": {
              "create": {
                "http": "POST",
                "path": "/v1/chat/completions"
              },
              "job_read": null,
              "mode": "synchronous_or_streamed",
              "unknown": "Conserva gli ID e le intestazioni di richiesta/risposta. Non viene fornito alcun URL generico per recuperare un’attività testuale."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "messages[].content",
                "required_material": "Testo UTF8"
              }
            ],
            "operation_modes": [
              "conversation"
            ],
            "outputs": {
              "all_results": "Conserva ogni scelta con contenuto, chiamate agli strumenti e ragionamento. In SSE assembla i delta per indice di scelta e strumento e conserva il motivo finale di completamento e i dati di utilizzo.",
              "family": "text",
              "fields": [
                {
                  "description": null,
                  "name": "choices[].index",
                  "type": "integer"
                },
                {
                  "description": null,
                  "name": "choices[].message.content",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "choices[].message.tool_calls",
                  "type": "tool_call[]"
                },
                {
                  "description": null,
                  "name": "choices[].message.reasoning_content",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "choices[].message.reasoning_details",
                  "type": "object|array"
                },
                {
                  "description": null,
                  "name": "choices[].finish_reason",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "json o SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "o3"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "min_items": 1,
                "name": "messages",
                "required": true,
                "type": "message[]"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].role",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].content",
                "required": false,
                "type": "string",
                "when": "Conversazione testuale"
              },
              {
                "availability": "source_interface",
                "default": false,
                "default_known": true,
                "enum": null,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              }
            ],
            "profile_binding": "Text conversation at the exact model ID and method path.",
            "unsupported": [
              "additional models/models list",
              "plugins",
              "route",
              "hosted tools; ordinary client function tools remain separate",
              "non-text output modalities",
              "provider.options overrides",
              "one-hour prompt-cache TTL"
            ]
          },
          "hints": [
            "Invia l’ID esatto del modello con messages.",
            "La lunghezza del contesto non è un limite di uscita.",
            "Un file di testo può fornire testo letterale; gli ingressi immagine/audio/oggetto file richiedono un’associazione esatta."
          ],
          "input": {
            "content_type": "application/json",
            "control_scope": "Conversazione testuale; stream è un booleano e per impostazione predefinita vale false.",
            "file_material": "Documento UTF-8 effettivo inserito come testo letterale; nessun ID di file dedotto",
            "hosted_operations": false,
            "material_types": [
              "text"
            ],
            "messages": "Array di messaggi con struttura role/content",
            "multimodal_input_binding": null,
            "optional_controls": [
              "stream"
            ],
            "output_modalities": [
              "text"
            ],
            "required": [
              "model",
              "messages"
            ]
          },
          "lifecycle": {
            "mode": "synchronous_or_streamed",
            "unknown": "preserve original request id; no generic chat job retrieval path"
          },
          "manufacturer_capability": null,
          "method": {
            "http": "POST",
            "path": "/v1/chat/completions"
          },
          "method_aliases": [
            "/chat/completions"
          ],
          "operation_modes": [
            "text_chat"
          ],
          "output": {
            "content": "choices[].message.content or stream delta",
            "family": "text",
            "format": "json or supported SSE",
            "tool_calls": "retain actual returned function calls"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Tariffe di base dei token",
            "units": [
              {
                "amount": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"model\":\"o3\",\"messages\":[{\"role\":\"user\",\"content\":\"hello\"}],\"stream\":false}')\n\nPath(\"request.json\").write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\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\nr=json.loads(Path(\"result.json\").read_text())\nfor x in r.get(\"choices\",[]):\n    if x.get(\"message\",{}).get(\"content\"): print(x[\"message\"][\"content\"])\nPY_RESULT\n",
            "label": "curl · retained exact creation",
            "language": "bash"
          },
          {
            "code": "from openai import OpenAI\nimport os\n\nif not os.environ.get(\"AILOOT_API_KEY\", \"\").strip(): raise SystemExit(\"Set AILOOT_API_KEY before making a request\")\nclient=OpenAI(base_url=\"https://api.ailoot.ai/v1\",api_key=os.environ[\"AILOOT_API_KEY\"],max_retries=0)\nresult=client.chat.completions.create(model=\"o3\", messages=[{\"role\":\"user\",\"content\":\"hello\"}], stream=False)\nimport base64, json\nfrom pathlib import Path\n\ndef save_result(data, stem=\"result\"):\n    # Keep every field, including usage, IDs, reasoning and tool requests.\n    Path(stem + \".json\").write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding=\"utf-8\")\n    print(json.dumps(data, ensure_ascii=False, indent=2))\n    def save_blob(encoded, suffix, label):\n        raw = base64.b64decode(encoded, altchars=b\"-_\", validate=True)\n        ext = \"png\" if raw.startswith(b\"\\x89PNG\\r\\n\\x1a\\n\") else \"jpg\" if raw.startswith(b\"\\xff\\xd8\") else \"webp\" if raw[:4] == b\"RIFF\" and raw[8:12] == b\"WEBP\" else suffix\n        file = Path(stem + \"-\" + label + \".\" + ext)\n        file.write_bytes(raw)\n        print(\"Saved\", file)\n    for index, block in enumerate(data.get(\"content\") or []):\n        print(\"Content\", index, json.dumps(block, ensure_ascii=False))\n    for choice in data.get(\"choices\") or []:\n        print(\"Choice\", choice.get(\"index\"), json.dumps(choice.get(\"message\", choice.get(\"delta\", {})), ensure_ascii=False))\n    for index, item in enumerate(data.get(\"output\") or []):\n        print(\"Output\", index, json.dumps(item, ensure_ascii=False))\n        if item.get(\"type\") == \"image_generation_call\" and item.get(\"result\"):\n            save_blob(item[\"result\"], item.get(\"output_format\") or \"bin\", \"output-\" + str(index))\n    for ci, candidate in enumerate(data.get(\"candidates\") or []):\n        for pi, part in enumerate((candidate.get(\"content\") or {}).get(\"parts\") or []):\n            print(\"Candidate/part\", ci, pi, json.dumps(part, ensure_ascii=False))\n            blob = part.get(\"inlineData\") or part.get(\"inline_data\")\n            if blob and blob.get(\"data\"):\n                mime = blob.get(\"mimeType\") or blob.get(\"mime_type\")\n                suffix = {\"image/png\":\"png\", \"image/jpeg\":\"jpg\", \"image/webp\":\"webp\", \"audio/wav\":\"wav\", \"audio/mpeg\":\"mp3\", \"video/mp4\":\"mp4\"}.get(mime, \"bin\")\n                save_blob(blob[\"data\"], suffix, \"candidate-\" + str(ci) + \"-part-\" + str(pi))\n\nsave_result(result.to_dict(mode=\"json\"))\n",
            "label": "Python SDK · all choices",
            "language": "python"
          }
        ],
        "family": "openai",
        "fast_multiplier": 1,
        "flex_multiplier": 1,
        "fmt": "chat",
        "hints": [
          "Send exact model ID with messages.",
          "Context length is not an output cap.",
          "A text file may supply literal text; image/audio/file-object inputs need exact binding."
        ],
        "http": "POST",
        "in": 4,
        "input": [
          "text"
        ],
        "label": "OpenAI Chat",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [
          "/chat/completions"
        ],
        "out": 16,
        "output": [
          "text"
        ],
        "path": "/v1/chat/completions",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Standard rate",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Standard rate",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Standard rate",
            "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": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "o3",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [
          {
            "cache_read": 1,
            "cache_read_multiplier": null,
            "cache_write": null,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 4,
            "input_multiplier": null,
            "max": null,
            "max_tokens": null,
            "min": 0,
            "min_tokens": 0,
            "out": 16,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.004000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.000004",
            "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": "0.016000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.000016",
            "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": "0.001000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0.000001",
            "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",
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      }
    },
    {
      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">O</span><h2 id=\"sheet-title\">OpenAI: o3</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Chiudi\">×</button></div><div class=\"idline\"><span>OpenAI /</span><code>o3</code><button type=\"button\" id=\"copy-id\">Copia ID</button></div><nav class=\"card-jump-nav\" aria-label=\"Sezioni della scheda del modello\"><button type=\"button\" data-card-jump=\"overview\">Introduzione</button><button type=\"button\" data-card-jump=\"methods\">Input e metodi</button><button type=\"button\" data-card-jump=\"pricing\">Tariffe</button><button type=\"button\" data-card-jump=\"examples\">Esempi</button><button type=\"button\" data-card-jump=\"results\">Risultati</button><button type=\"button\" data-card-jump=\"aliases\">Alias</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"Metodi API\"><button type=\"button\" role=\"tab\" tabindex=\"-1\" aria-controls=\"card-method-content\" aria-selected=\"false\" id=\"card-method-tab-0\" data-card-method=\"Ultra|chat|/v1/chat/completions|o3\">Chat · Ultra</button><button type=\"button\" role=\"tab\" tabindex=\"0\" aria-controls=\"card-method-content\" aria-selected=\"true\" id=\"card-method-tab-1\" data-card-method=\"Ultra|messages|/v1/messages|o3\">Messages · Ultra</button></div><div class=\"idline\"><label for=\"card-model-id\">ID del modello</label><select class=\"sel\" id=\"card-model-id\" style=\"min-width:0;max-width:100%\"><option value=\"Ultra|messages|/v1/messages|o3\" selected>o3</option><option value=\"Ultra|messages|/v1/messages|openai%2Fo3\">openai/o3</option></select></div><div id=\"card-method-content\" role=\"tabpanel\" aria-labelledby=\"card-method-tab-1\"><section class=\"card-section\" data-card-section=\"overview\"><h3 tabindex=\"-1\">Introduzione</h3><p class=\"mdesc-full\">OpenAI o3 è un modello di ragionamento per matematica, scienza, programmazione, domande visive e scrittura tecnica. Il suo profilo pubblicato accetta testo, immagini e file per risposte testuali, con strumenti, uscite strutturate e una finestra di contesto di 200 000 token.</p><dl class=\"card-io\" data-card-io><div><dt>Input accettati</dt><dd>Testo</dd></div><div><dt>Risultati</dt><dd>json · sse</dd></div></dl><details class=\"card-about\"><summary>Informazioni sul modello</summary><p class=\"note-s\" data-model-method-boundary>Questa descrizione illustra le funzionalità del modello. Gli input, gli output e le opzioni disponibili in Ailoot per il metodo selezionato sono elencati di seguito.</p><div class=\"mabout\" id=\"m-about\"><p>OpenAI o3 è un modello di ragionamento che copre attività matematiche, scientifiche, di programmazione e visive. Il suo ruolo pubblicato comprende anche scrittura tecnica e rispetto delle istruzioni. Testo, immagini e file in ingresso supportano testo in uscita, con ragionamento, strumenti basati su funzioni e controlli per l’uscita strutturata nel profilo del servizio che lo ospita.</p><h4>Una domanda tecnica con prove identificate</h4><p>Fornite le ipotesi, le quantità e le fonti che determinano il risultato. Per un compito scientifico o matematico, definite i simboli e preservate le unità. Per la programmazione, fornite l’implementazione pertinente, il problema osservato e il comportamento atteso. Chiedete la risposta e le prove o i passaggi necessari per valutarla.</p><p>Una domanda visiva può identificare l’oggetto, il grafico o la regione dell’interfaccia rilevanti. Mantenete l’etichetta dell’immagine insieme a ogni osservazione che ne deriva e conservate il materiale scritto di origine che le fornisce contesto. Il risultato deve distinguere ciò che è visibile o dichiarato da un’interpretazione ricavata da diverse fonti.</p><h4>Ragionamento, strumenti e struttura del risultato</h4><p>Il profilo elenca controlli per il ragionamento e strumenti basati su funzioni. Un’applicazione può eseguire un’operazione proposta e fornirne il risultato effettivo prima che il compito prosegua. Conservate calcoli, passaggi recuperati o uscite dei comandi insieme agli ingressi e agli identificatori delle fonti che li rendono esaminabili.</p><p>Per l’uscita strutturata, definite campi, tipi e gestione delle informazioni assenti. Convalidate la struttura restituita e i valori sostanziali. Per una spiegazione tecnica, chiedete una conclusione chiara seguita dai passaggi o dalle prove pertinenti alla domanda.</p><h4>Contesto per un compito consistente</h4><p>Il profilo pubblicato del servizio che ospita il modello elenca una finestra di contesto di 200 000 token e fino a 100 000 token di completamento. Riservate spazio per la risposta e organizzate il materiale più ampio in sezioni con un nome. Conservate decisioni e osservazioni consolidate eliminando le ripetizioni non pertinenti.</p><p>Un risultato utile di o3 collega la conclusione o l’artefatto tecnico alle sue ipotesi, fonti e verifiche. Conservate queste parti insieme quando trasferite il lavoro a un’analisi o a un passaggio applicativo successivi.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Disponibile in Ailoot · input e metodi</h3><details class=\"card-method\" open><summary><b>Ailoot Ultra · Anthropic Messages</b> <code>POST /v1/messages</code></summary><dl class=\"method-capabilities\"><div><dt>Tipi di input</dt><dd><code>text</code></dd></div><div><dt>Tipi di output</dt><dd><code>json</code>, <code>sse</code></dd></div><div><dt>Formato di output</dt><dd>JSON o SSE</dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Campo</th><th>Tipo</th><th>Requisito</th><th>Valori e limiti</th><th>Predefinito</th></tr></thead><tbody><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Obbligatorio</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>o3</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">messages</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>message[]</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Obbligatorio</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">messages[].role</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Obbligatorio</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>user, assistant</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">messages[].content</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Obbligatorio</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">max_tokens</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>integer</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Obbligatorio</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">stream</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>boolean</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span></td><td data-cell-label=\"Predefinito\" data-default=\"known\"><span class=\"card-cell-label\">Predefinito</span>false</td></tr></tbody></table></div><details class=\"card-about\" data-material-combinations><summary>Combinazioni di materiali in input</summary><p class=\"note-s\"><b>Testo</b> · Testo UTF-8</p><p class=\"note-s\"><code>Stringa messages[].content</code></p></details><details class=\"note-s\" data-method-contract><summary>Parametri e ciclo di vita del metodo</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parametro</th><th>Contratto</th></tr></thead><tbody><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>content_type</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>application/json</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>required</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>model, messages, max_tokens</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>optional_controls</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>stream</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>material_types</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>text</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>text_file_material</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>Leggi il documento UTF-8 effettivo e inserisci il testo nell’ingresso indicato o nella stringa del contenuto del messaggio.</td></tr></tbody></table></div><p>Ciclo di vita: <code>synchronous_or_streamed</code></p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Tariffe</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Le tariffe non aggiungono opzioni alla richiesta. I parametri supportati sono elencati nel metodo selezionato.</p><dl data-price-conditions><dt>Modalità rapida</dt><dd>Tariffa standard <span class=\"note-s\">Quando è selezionata la modalità rapida</span></dd><dt>Modalità flex</dt><dd>Tariffa standard <span class=\"note-s\">Quando è selezionata la modalità flex</span></dd><dt>Sforzo massimo di ragionamento</dt><dd>Tariffa standard <span class=\"note-s\">Quando lo sforzo massimo di ragionamento usa l&#39;adeguamento predefinito (default)</span></dd></dl></div><div data-declared-tariff-pricing><h4>Tariffe Ailoot</h4><h4>Prezzi per configurazione</h4><p class=\"note-s\">Associa ogni costo alle condizioni indicate. Usa una sola tariffa per ogni insieme di configurazioni alternative.</p><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Configurazione</th><th>Listino delle tariffe</th><th>Token di contesto, più di</th><th>Token di contesto, fino al limite incluso</th><th>Costo</th></tr></thead><tbody><tr><th data-cell-label=\"Configurazione\" scope=\"row\"><span class=\"card-cell-label\">Configurazione</span>Tariffe di base dei token</th><td data-cell-label=\"Listino delle tariffe\"><span class=\"card-cell-label\">Listino delle tariffe</span>Tariffa base</td><td data-cell-label=\"Token di contesto, più di\"><span class=\"card-cell-label\">Token di contesto, più di</span>—</td><td data-cell-label=\"Token di contesto, fino al limite incluso\"><span class=\"card-cell-label\">Token di contesto, fino al limite incluso</span>Nessun limite superiore</td><td data-cell-label=\"Costo\"><span class=\"card-cell-label\">Costo</span><div><span>Input · Token in input</span> <b>$0.004</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Output · Token in output</span> <b>$0.016</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Lettura dalla cache</span> <b>$0.001</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Scrittura nella cache</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Scrittura nella cache, 1 ora</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div></td></tr><tr><th data-cell-label=\"Configurazione\" scope=\"row\"><span class=\"card-cell-label\">Configurazione</span>Fascia 1 di lunghezza della richiesta</th><td data-cell-label=\"Listino delle tariffe\"><span class=\"card-cell-label\">Listino delle tariffe</span>—</td><td data-cell-label=\"Token di contesto, più di\"><span class=\"card-cell-label\">Token di contesto, più di</span>0</td><td data-cell-label=\"Token di contesto, fino al limite incluso\"><span class=\"card-cell-label\">Token di contesto, fino al limite incluso</span>Nessun limite superiore</td><td data-cell-label=\"Costo\"><span class=\"card-cell-label\">Costo</span><div><span>Input · Token in input</span> <b>$0.004</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Output · Token in output</span> <b>$0.016</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Lettura dalla cache</span> <b>$0.001</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Scrittura nella cache</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Scrittura nella cache, 1 ora</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div></td></tr></tbody></table></div></div><p class=\"note-s\">Ailoot prenota un importo stimato prima di una richiesta. Dopo il risultato, addebita il costo finale in base all’utilizzo misurato. Per lo streaming, l’addebito usa il record finale di utilizzo. <a href=\"/docs/it/billing/reserve/\">Come funzionano la prenotazione e l’addebito finale →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">Esempi di richieste</h3><h4>Ailoot Ultra · Anthropic Messages</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Varianti di codice\"><button class=\"cg-tab\" id=\"model-code-2015-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-2015-panel-0\" aria-selected=\"true\" tabindex=\"0\">Corpo JSON minimo completo</button><button class=\"cg-tab\" id=\"model-code-2015-tab-1\" role=\"tab\" type=\"button\" aria-controls=\"model-code-2015-panel-1\" aria-selected=\"false\" tabindex=\"-1\">curl · usa il tuo documento UTF-8</button><button class=\"cg-tab\" id=\"model-code-2015-tab-2\" role=\"tab\" type=\"button\" aria-controls=\"model-code-2015-panel-2\" aria-selected=\"false\" tabindex=\"-1\">Python · salva il risultato completo</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Copia il codice\"><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-2015-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-2015-tab-0\"><pre data-lang=\"json\"><code>{\n  &quot;model&quot;: &quot;o3&quot;,\n  &quot;max_tokens&quot;: 128,\n  &quot;messages&quot;: [\n    {\n      &quot;role&quot;: &quot;user&quot;,\n      &quot;content&quot;: &quot;Summarize the incident report.&quot;\n    }\n  ],\n  &quot;stream&quot;: false\n}</code></pre></div><div class=\"cg-pane\" id=\"model-code-2015-panel-1\" role=\"tabpanel\" aria-labelledby=\"model-code-2015-tab-1\" hidden><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\n: &quot;${AILOOT_TEXT_FILE:?Set your actual UTF-8 document}&quot;\nexport AILOOT_TEXT_FILE\npython3 - &lt;&lt;&#39;PY_REQUEST&#39;\nimport json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ[&#39;AILOOT_TEXT_FILE&#39;])\nif not source_file.is_file():\n    raise SystemExit(&#39;Set AILOOT_TEXT_FILE to your actual UTF-8 document&#39;)\ntext = source_file.read_text(encoding=&#39;utf-8&#39;)\nif not text.strip():\n    raise SystemExit(&#39;Choose a document containing text&#39;)\npayload = {&#39;model&#39;: &#39;o3&#39;, &#39;max_tokens&#39;: 128, &#39;messages&#39;: [{&#39;role&#39;: &#39;user&#39;, &#39;content&#39;: &#39;Summarize the incident report.&#39;}]}\npayload[&#39;messages&#39;][0][&#39;content&#39;] = &#39;Summarize this material and quote supporting source passages.\\n\\n&#39; + text\nPath(&#39;request.json&#39;).write_text(json.dumps(payload, ensure_ascii=False), encoding=&#39;utf-8&#39;)\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/messages \\\n  -H &quot;x-api-key: $AILOOT_API_KEY&quot; -H &#39;anthropic-version: 2023-06-01&#39; -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\n\nresult = json.loads(Path(&#39;result.json&#39;).read_text(encoding=&#39;utf-8&#39;))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\nPY_RESULT\n</code></pre></div><div class=\"cg-pane\" id=\"model-code-2015-panel-2\" role=\"tabpanel\" aria-labelledby=\"model-code-2015-tab-2\" hidden><pre data-lang=\"python\"><code>import json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ[&#39;AILOOT_TEXT_FILE&#39;])\nif not source_file.is_file():\n    raise SystemExit(&#39;Set AILOOT_TEXT_FILE to your actual UTF-8 document&#39;)\ntext = source_file.read_text(encoding=&#39;utf-8&#39;)\nif not text.strip():\n    raise SystemExit(&#39;Choose a document containing text&#39;)\npayload = {&#39;model&#39;: &#39;o3&#39;, &#39;max_tokens&#39;: 128, &#39;messages&#39;: [{&#39;role&#39;: &#39;user&#39;, &#39;content&#39;: &#39;Summarize the incident report.&#39;}]}\npayload[&#39;messages&#39;][0][&#39;content&#39;] = &#39;Summarize this material and quote supporting source passages.\\n\\n&#39; + text\nfrom urllib.request import Request, urlopen\nfrom urllib.error import HTTPError\n\napi_key = os.environ[&#39;AILOOT_API_KEY&#39;]\nif not api_key.strip():\n    raise SystemExit(&#39;Set AILOOT_API_KEY before making a request&#39;)\nheaders = {&#39;x-api-key&#39;: &#39;PLACEHOLDER_KEY&#39;, &#39;anthropic-version&#39;: &#39;2023-06-01&#39;, &#39;Content-Type&#39;: &#39;application/json&#39;}\nheaders[&#39;x-api-key&#39;] = api_key\nrequest = Request(&#39;https://api.ailoot.ai/v1/messages&#39;, data=json.dumps(payload, ensure_ascii=False).encode(&#39;utf-8&#39;), headers=headers, method=&#39;POST&#39;)\ntry:\n    with urlopen(request, timeout=120) as response:\n        raw = response.read()\n        Path(&#39;response-headers.txt&#39;).write_text(str(response.headers), encoding=&#39;utf-8&#39;)\nexcept HTTPError as error:\n    Path(&#39;result.json&#39;).write_bytes(error.read())\n    Path(&#39;response-headers.txt&#39;).write_text(str(error.headers), encoding=&#39;utf-8&#39;)\n    raise\nPath(&#39;result.json&#39;).write_bytes(raw)\nimport json\nfrom pathlib import Path\n\nresult = json.loads(Path(&#39;result.json&#39;).read_text(encoding=&#39;utf-8&#39;))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\n</code></pre></div></div></div></section><section class=\"card-section\" data-card-section=\"results\"><h3 tabindex=\"-1\">Ricevi e salva i risultati</h3><h4>Ailoot Ultra · Anthropic Messages</h4><p class=\"note-s\">JSON o SSE</p><div class=\"card-result-process\" data-all-results><h5>Conserva tutti i risultati completati</h5><p class=\"note-s\">Conserva ogni risposta, file e parte di contenuto restituiti per intero.</p><p class=\"note-s\">Conserva tutti i blocchi di contenuto, le firme di ragionamento e gli ID effettivi di utilizzo degli strumenti. Assembla tutti i delta dei blocchi SSE; il primo blocco di testo non è l’uscita completa.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Se occorre verificare la risposta originale</h5><p class=\"note-s\">Conserva gli ID e le intestazioni di richiesta/risposta. Non viene fornito alcun URL generico per recuperare un’attività testuale.</p></div><details class=\"card-about\" data-output-fields><summary>Campi della risposta</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Campo</th><th>Tipo</th></tr></thead><tbody><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">id</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>string</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>string</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">content[]</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>text|thinking|tool_use|other content block</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">stop_reason</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>string|null</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">usage</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>object</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Errori e passaggi successivi</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Risposta</th><th>Condizione</th><th>Passaggio successivo</th></tr></thead><tbody><tr><th data-cell-label=\"Risposta\" scope=\"row\"><span class=\"card-cell-label\">Risposta</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Condizione\"><span class=\"card-cell-label\">Condizione</span>Campi obbligatori, rappresentazione del materiale o valore del parametro non validi</td><td data-cell-label=\"Passaggio successivo\"><span class=\"card-cell-label\">Passaggio successivo</span>Correggi i campi indicati prima di una nuova richiesta di creazione.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Alias</h3><h4>Alias del modello</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=openai%2Fo3&amp;route=Ultra&amp;caller=o3&amp;fmt=messages\"><code>o3</code></a>, <a href=\"#m=openai%2Fo3&amp;route=Ultra&amp;caller=openai%2Fo3&amp;fmt=messages\"><code>openai/o3</code></a></span></p><h4>Alias dei percorsi dei metodi</h4><p class=\"note-s\"><code>/chat/completions</code></p><h4>ID di chiamata correlati</h4><p class=\"note-s\"><a href=\"#m=openai%2Fo3&amp;route=Ultra&amp;caller=openai%2Fo3&amp;fmt=messages\"><code>openai/o3</code></a>, <a href=\"#m=openai%2Fo3&amp;route=Ultra&amp;caller=o3&amp;fmt=messages\"><code>o3</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "o3",
        "fmt": "messages",
        "http": "POST",
        "path": "/v1/messages",
        "request_model_id": "o3",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|messages|/v1/messages|o3",
      "ordinal": 1,
      "rawMethod": {
        "available": null,
        "cache_read": 1,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "headers": [
                "Authorization: Bearer",
                "x-api-key",
                "anthropic-version"
              ],
              "version_example": "2023-06-01"
            },
            "errors": [
              {
                "code": null,
                "condition": "Campi obbligatori, rappresentazione del materiale o valore del parametro non validi",
                "http_status": 400,
                "recovery": "Correggi i campi indicati prima di una nuova richiesta di creazione.",
                "type": "invalid_request_error"
              }
            ],
            "example_body": {
              "max_tokens": 128,
              "messages": [
                {
                  "content": "Summarize the incident report.",
                  "role": "user"
                }
              ],
              "model": "o3",
              "stream": false
            },
            "lifecycle": {
              "create": {
                "http": "POST",
                "path": "/v1/messages"
              },
              "job_read": null,
              "mode": "synchronous_or_streamed",
              "unknown": "Conserva gli ID e le intestazioni di richiesta/risposta. Non viene fornito alcun URL generico per recuperare un’attività testuale."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "Stringa messages[].content",
                "required_material": "Testo UTF-8"
              }
            ],
            "operation_modes": [
              "synchronous_json",
              "streamed_SSE"
            ],
            "outputs": {
              "all_results": "Conserva tutti i blocchi di contenuto, le firme di ragionamento e gli ID effettivi di utilizzo degli strumenti. Assembla tutti i delta dei blocchi SSE; il primo blocco di testo non è l’uscita completa.",
              "family": "protocol",
              "fields": [
                {
                  "description": null,
                  "name": "id",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "model",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "content[]",
                  "type": "text|thinking|tool_use|other content block"
                },
                {
                  "description": null,
                  "name": "stop_reason",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "JSON o SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "o3"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages",
                "required": true,
                "type": "message[]"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "user",
                  "assistant"
                ],
                "enum_known": true,
                "name": "messages[].role",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].content",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "max_tokens",
                "required": true,
                "type": "integer"
              },
              {
                "availability": "source_interface",
                "default": false,
                "default_known": true,
                "enum": null,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              }
            ],
            "profile_binding": "Documented current stock Messages bridge; optional model capabilities are separate from this minimal text request.",
            "request_schema": {
              "additionalProperties": false,
              "properties": {
                "max_tokens": {
                  "minimum": 1,
                  "type": "integer"
                },
                "messages": {
                  "items": {
                    "additionalProperties": false,
                    "properties": {
                      "content": {
                        "oneOf": [
                          {
                            "type": "string"
                          },
                          {
                            "items": {
                              "oneOf": [
                                {
                                  "properties": {
                                    "text": {
                                      "type": "string"
                                    },
                                    "type": {
                                      "const": "text"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "text"
                                  ],
                                  "type": "object"
                                },
                                {
                                  "properties": {
                                    "source": {
                                      "oneOf": [
                                        {
                                          "properties": {
                                            "type": {
                                              "const": "url"
                                            },
                                            "url": {
                                              "type": "string"
                                            }
                                          },
                                          "required": [
                                            "type",
                                            "url"
                                          ],
                                          "type": "object"
                                        },
                                        {
                                          "properties": {
                                            "data": {
                                              "type": "string"
                                            },
                                            "media_type": {
                                              "type": "string"
                                            },
                                            "type": {
                                              "const": "base64"
                                            }
                                          },
                                          "required": [
                                            "type",
                                            "media_type",
                                            "data"
                                          ],
                                          "type": "object"
                                        }
                                      ]
                                    },
                                    "type": {
                                      "const": "image"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "source"
                                  ],
                                  "type": "object"
                                }
                              ]
                            },
                            "type": "array"
                          }
                        ]
                      },
                      "role": {
                        "enum": [
                          "user",
                          "assistant"
                        ],
                        "type": "string"
                      }
                    },
                    "required": [
                      "role",
                      "content"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "model": {
                  "enum": [
                    "o3"
                  ],
                  "type": "string"
                },
                "stream": {
                  "default": false,
                  "type": "boolean"
                }
              },
              "required": [
                "model",
                "messages",
                "max_tokens"
              ],
              "type": "object"
            },
            "schema_template": {
              "max_tokens": 128,
              "messages": [
                {
                  "content": "Summarize the incident report.",
                  "role": "user"
                }
              ],
              "model": "o3",
              "stream": false
            },
            "unsupported": [
              "No query API key.",
              "Hosted/server-side tools and model-specific optional controls are not part of this minimal family example."
            ]
          },
          "input": {
            "content_type": "application/json",
            "material_types": [
              "text"
            ],
            "optional_controls": [
              "stream"
            ],
            "required": [
              "model",
              "messages",
              "max_tokens"
            ],
            "text_file_material": "Leggi il documento UTF-8 effettivo e inserisci il testo nell’ingresso indicato o nella stringa del contenuto del messaggio."
          },
          "lifecycle": {
            "create": {
              "http": "POST",
              "path": "/v1/messages"
            },
            "job_read": null,
            "mode": "synchronous_or_streamed",
            "unknown": "Keep request/response IDs and headers. No generic text job retrieval URL is supplied."
          },
          "manufacturer_capability": null,
          "method": {
            "http": "POST",
            "path": "/v1/messages"
          },
          "output": {
            "all_results": "Keep all content blocks, thinking signatures and actual tool-use IDs. Assemble all SSE block deltas; a first text block is not the complete output.",
            "family": "protocol",
            "format": "JSON or SSE"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Tariffe di base dei token",
            "units": [
              {
                "amount": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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\": \"o3\",\n  \"max_tokens\": 128,\n  \"messages\": [\n    {\n      \"role\": \"user\",\n      \"content\": \"Summarize the incident report.\"\n    }\n  ],\n  \"stream\": false\n}",
            "label": "Complete minimal JSON body",
            "language": "json"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\n: \"${AILOOT_TEXT_FILE:?Set your actual UTF-8 document}\"\nexport AILOOT_TEXT_FILE\npython3 - <<'PY_REQUEST'\nimport json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ['AILOOT_TEXT_FILE'])\nif not source_file.is_file():\n    raise SystemExit('Set AILOOT_TEXT_FILE to your actual UTF-8 document')\ntext = source_file.read_text(encoding='utf-8')\nif not text.strip():\n    raise SystemExit('Choose a document containing text')\npayload = {'model': 'o3', 'max_tokens': 128, 'messages': [{'role': 'user', 'content': 'Summarize the incident report.'}]}\npayload['messages'][0]['content'] = 'Summarize this material and quote supporting source passages.\\n\\n' + text\nPath('request.json').write_text(json.dumps(payload, ensure_ascii=False), encoding='utf-8')\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/messages \\\n  -H \"x-api-key: $AILOOT_API_KEY\" -H 'anthropic-version: 2023-06-01' -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\n\nresult = json.loads(Path('result.json').read_text(encoding='utf-8'))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\nPY_RESULT\n",
            "label": "curl · use your UTF-8 document",
            "language": "bash"
          },
          {
            "code": "import json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ['AILOOT_TEXT_FILE'])\nif not source_file.is_file():\n    raise SystemExit('Set AILOOT_TEXT_FILE to your actual UTF-8 document')\ntext = source_file.read_text(encoding='utf-8')\nif not text.strip():\n    raise SystemExit('Choose a document containing text')\npayload = {'model': 'o3', 'max_tokens': 128, 'messages': [{'role': 'user', 'content': 'Summarize the incident report.'}]}\npayload['messages'][0]['content'] = 'Summarize this material and quote supporting source passages.\\n\\n' + text\nfrom urllib.request import Request, urlopen\nfrom urllib.error import HTTPError\n\napi_key = os.environ['AILOOT_API_KEY']\nif not api_key.strip():\n    raise SystemExit('Set AILOOT_API_KEY before making a request')\nheaders = {'x-api-key': 'PLACEHOLDER_KEY', 'anthropic-version': '2023-06-01', 'Content-Type': 'application/json'}\nheaders['x-api-key'] = api_key\nrequest = Request('https://api.ailoot.ai/v1/messages', data=json.dumps(payload, ensure_ascii=False).encode('utf-8'), headers=headers, method='POST')\ntry:\n    with urlopen(request, timeout=120) as response:\n        raw = response.read()\n        Path('response-headers.txt').write_text(str(response.headers), encoding='utf-8')\nexcept HTTPError as error:\n    Path('result.json').write_bytes(error.read())\n    Path('response-headers.txt').write_text(str(error.headers), encoding='utf-8')\n    raise\nPath('result.json').write_bytes(raw)\nimport json\nfrom pathlib import Path\n\nresult = json.loads(Path('result.json').read_text(encoding='utf-8'))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\n",
            "label": "Python · save the complete result",
            "language": "python"
          }
        ],
        "family": "anthropic",
        "fast_multiplier": 1,
        "flex_multiplier": 1,
        "fmt": "messages",
        "http": "POST",
        "in": 4,
        "input": [
          "text"
        ],
        "label": "Anthropic Messages",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [],
        "out": 16,
        "output": [
          "json",
          "sse"
        ],
        "path": "/v1/messages",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Standard rate",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Standard rate",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Standard rate",
            "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": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "o3",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [
          {
            "cache_read": 1,
            "cache_read_multiplier": null,
            "cache_write": null,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 4,
            "input_multiplier": null,
            "max": null,
            "max_tokens": null,
            "min": 0,
            "min_tokens": 0,
            "out": 16,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.004000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.000004",
            "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": "0.016000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.000016",
            "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": "0.001000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0.000001",
            "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"
          }
        ]
      }
    },
    {
      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">O</span><h2 id=\"sheet-title\">OpenAI: o3</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Chiudi\">×</button></div><div class=\"idline\"><span>OpenAI /</span><code>openai/o3</code><button type=\"button\" id=\"copy-id\">Copia ID</button></div><nav class=\"card-jump-nav\" aria-label=\"Sezioni della scheda del modello\"><button type=\"button\" data-card-jump=\"overview\">Introduzione</button><button type=\"button\" data-card-jump=\"methods\">Input e metodi</button><button type=\"button\" data-card-jump=\"pricing\">Tariffe</button><button type=\"button\" data-card-jump=\"examples\">Esempi</button><button type=\"button\" data-card-jump=\"results\">Risultati</button><button type=\"button\" data-card-jump=\"aliases\">Alias</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"Metodi 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|chat|/v1/chat/completions|openai%2Fo3\">Chat · Ultra</button><button type=\"button\" role=\"tab\" tabindex=\"-1\" aria-controls=\"card-method-content\" aria-selected=\"false\" id=\"card-method-tab-1\" data-card-method=\"Ultra|messages|/v1/messages|o3\">Messages · Ultra</button></div><div class=\"idline\"><label for=\"card-model-id\">ID del modello</label><select class=\"sel\" id=\"card-model-id\" style=\"min-width:0;max-width:100%\"><option value=\"Ultra|chat|/v1/chat/completions|o3\">o3</option><option value=\"Ultra|chat|/v1/chat/completions|openai%2Fo3\" selected>openai/o3</option></select></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\">Introduzione</h3><p class=\"mdesc-full\">OpenAI o3 è un modello di ragionamento per matematica, scienza, programmazione, domande visive e scrittura tecnica. Il suo profilo pubblicato accetta testo, immagini e file per risposte testuali, con strumenti, uscite strutturate e una finestra di contesto di 200 000 token.</p><dl class=\"card-io\" data-card-io><div><dt>Input accettati</dt><dd>Testo</dd></div><div><dt>Risultati</dt><dd>Testo</dd></div></dl><details class=\"card-about\"><summary>Informazioni sul modello</summary><p class=\"note-s\" data-model-method-boundary>Questa descrizione illustra le funzionalità del modello. Gli input, gli output e le opzioni disponibili in Ailoot per il metodo selezionato sono elencati di seguito.</p><div class=\"mabout\" id=\"m-about\"><p>OpenAI o3 è un modello di ragionamento che copre attività matematiche, scientifiche, di programmazione e visive. Il suo ruolo pubblicato comprende anche scrittura tecnica e rispetto delle istruzioni. Testo, immagini e file in ingresso supportano testo in uscita, con ragionamento, strumenti basati su funzioni e controlli per l’uscita strutturata nel profilo del servizio che lo ospita.</p><h4>Una domanda tecnica con prove identificate</h4><p>Fornite le ipotesi, le quantità e le fonti che determinano il risultato. Per un compito scientifico o matematico, definite i simboli e preservate le unità. Per la programmazione, fornite l’implementazione pertinente, il problema osservato e il comportamento atteso. Chiedete la risposta e le prove o i passaggi necessari per valutarla.</p><p>Una domanda visiva può identificare l’oggetto, il grafico o la regione dell’interfaccia rilevanti. Mantenete l’etichetta dell’immagine insieme a ogni osservazione che ne deriva e conservate il materiale scritto di origine che le fornisce contesto. Il risultato deve distinguere ciò che è visibile o dichiarato da un’interpretazione ricavata da diverse fonti.</p><h4>Ragionamento, strumenti e struttura del risultato</h4><p>Il profilo elenca controlli per il ragionamento e strumenti basati su funzioni. Un’applicazione può eseguire un’operazione proposta e fornirne il risultato effettivo prima che il compito prosegua. Conservate calcoli, passaggi recuperati o uscite dei comandi insieme agli ingressi e agli identificatori delle fonti che li rendono esaminabili.</p><p>Per l’uscita strutturata, definite campi, tipi e gestione delle informazioni assenti. Convalidate la struttura restituita e i valori sostanziali. Per una spiegazione tecnica, chiedete una conclusione chiara seguita dai passaggi o dalle prove pertinenti alla domanda.</p><h4>Contesto per un compito consistente</h4><p>Il profilo pubblicato del servizio che ospita il modello elenca una finestra di contesto di 200 000 token e fino a 100 000 token di completamento. Riservate spazio per la risposta e organizzate il materiale più ampio in sezioni con un nome. Conservate decisioni e osservazioni consolidate eliminando le ripetizioni non pertinenti.</p><p>Un risultato utile di o3 collega la conclusione o l’artefatto tecnico alle sue ipotesi, fonti e verifiche. Conservate queste parti insieme quando trasferite il lavoro a un’analisi o a un passaggio applicativo successivi.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Disponibile in Ailoot · input e metodi</h3><details class=\"card-method\" open><summary><b>Ailoot Ultra · OpenAI Chat</b> <code>POST /v1/chat/completions</code></summary><dl class=\"method-capabilities\"><div><dt>Tipi di input</dt><dd><code>text</code></dd></div><div><dt>Tipi di output</dt><dd><code>text</code></dd></div><div><dt>Formato di output</dt><dd>json o SSE</dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Campo</th><th>Tipo</th><th>Requisito</th><th>Valori e limiti</th><th>Predefinito</th></tr></thead><tbody><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Obbligatorio</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>openai/o3</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">messages</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>message[]</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Obbligatorio</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>Numero minimo di elementi: 1</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">messages[].role</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Obbligatorio</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>Esempi: system, user, assistant, tool, function</div><div>Condizioni: Questi ruoli sono rappresentati esplicitamente dai tipi di compatibilità del codice sorgente; l’insieme esatto dei ruoli rimane specifico del modello.</div><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">messages[].content</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string|content_part[]|null</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">messages[].tool_calls</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>tool_call[]</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">messages[].tool_call_id</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>Si applica quando: role=tool; usa l’ID effettivamente restituito</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">messages[].name</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">messages[].reasoning_content</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>Si applica quando: Reinserisci il ragionamento effettivamente restituito quando il modello lo utilizza</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">messages[].reasoning_details</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>object|array</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">max_tokens</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>integer</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>Minimo: 1</div><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">max_completion_tokens</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>integer</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>Minimo: 1</div><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">stream</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>boolean</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span></td><td data-cell-label=\"Predefinito\" data-default=\"known\"><span class=\"card-cell-label\">Predefinito</span>false</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">stream_options.include_usage</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>boolean</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">temperature</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>number</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">top_p</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>number</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">stop</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string|string[]</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">tools</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>function_tool[]</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">tools[].type</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>function</div><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">tools[].function.name</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Obbligatorio</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>Si applica quando: Funzione fornita come strumento</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">tools[].function.description</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">tools[].function.parameters</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>JSON_schema</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">tool_choice</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string|object</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">parallel_tool_calls</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>boolean</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">response_format</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>object</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">reasoning_effort</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">reasoning</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>object</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">service_tier</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_compatibility\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">instructions</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div class=\"note-s\">Campo di compatibilità</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">functions</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>function[]</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">function_call</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string|object</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">prompt_cache_options</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>object</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div class=\"note-s\">Dipende dal modello</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">modalities</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string[]</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>text</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">provider</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>object</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>Condizioni: provider.options viene rifiutato su questa rotta testuale Ultra</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">cache_control.ttl</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>Condizioni: 1h viene rifiutato nelle posizioni effettive della cache dei prompt</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr></tbody></table></div><details class=\"card-about\" data-material-combinations><summary>Combinazioni di materiali in input</summary><p class=\"note-s\"><b>Testo</b> · Testo UTF8</p><p class=\"note-s\"><code>messages[].content</code></p></details><details class=\"note-s\" data-method-contract><summary>Parametri e ciclo di vita del metodo</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parametro</th><th>Contratto</th></tr></thead><tbody><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>content_type</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>application/json</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>required</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>model, messages</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>material_types</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>text</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>messages</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>Array di messaggi con struttura role/content</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>file_material</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>Documento UTF-8 effettivo inserito come testo letterale; nessun ID di file dedotto</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>optional_controls</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>stream, temperature, top_p, stop, max_tokens, max_completion_tokens, reasoning, response_format, tools, tool_choice</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>control_scope</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>Specifico del modello; gli strumenti di funzione dell’utente differiscono dagli strumenti ospitati</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>output_modalities</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>text</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>hosted_operations</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>false</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>multimodal_input_binding</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>null</td></tr></tbody></table></div><p>Ciclo di vita: <code>synchronous_or_streamed</code></p><p class=\"note-s\">Invia l’ID esatto del modello con messages.</p><p class=\"note-s\">La lunghezza del contesto non è un limite di uscita.</p><p class=\"note-s\">Un file di testo può fornire testo letterale; gli ingressi immagine/audio/oggetto file richiedono un’associazione esatta.</p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Tariffe</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Le tariffe non aggiungono opzioni alla richiesta. I parametri supportati sono elencati nel metodo selezionato.</p><dl data-price-conditions><dt>Modalità rapida</dt><dd>Tariffa standard <span class=\"note-s\">Quando è selezionata la modalità rapida</span></dd><dt>Modalità flex</dt><dd>Tariffa standard <span class=\"note-s\">Quando è selezionata la modalità flex</span></dd><dt>Sforzo massimo di ragionamento</dt><dd>Tariffa standard <span class=\"note-s\">Quando lo sforzo massimo di ragionamento usa l&#39;adeguamento predefinito (default)</span></dd></dl></div><div data-declared-tariff-pricing><h4>Tariffe Ailoot</h4><h4>Prezzi per configurazione</h4><p class=\"note-s\">Associa ogni costo alle condizioni indicate. Usa una sola tariffa per ogni insieme di configurazioni alternative.</p><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Configurazione</th><th>Listino delle tariffe</th><th>Token di contesto, più di</th><th>Token di contesto, fino al limite incluso</th><th>Costo</th></tr></thead><tbody><tr><th data-cell-label=\"Configurazione\" scope=\"row\"><span class=\"card-cell-label\">Configurazione</span>Tariffe di base dei token</th><td data-cell-label=\"Listino delle tariffe\"><span class=\"card-cell-label\">Listino delle tariffe</span>Tariffa base</td><td data-cell-label=\"Token di contesto, più di\"><span class=\"card-cell-label\">Token di contesto, più di</span>—</td><td data-cell-label=\"Token di contesto, fino al limite incluso\"><span class=\"card-cell-label\">Token di contesto, fino al limite incluso</span>Nessun limite superiore</td><td data-cell-label=\"Costo\"><span class=\"card-cell-label\">Costo</span><div><span>Input · Token in input</span> <b>$0.004</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Output · Token in output</span> <b>$0.016</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Lettura dalla cache</span> <b>$0.001</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Scrittura nella cache</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Scrittura nella cache, 1 ora</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div></td></tr><tr><th data-cell-label=\"Configurazione\" scope=\"row\"><span class=\"card-cell-label\">Configurazione</span>Fascia 1 di lunghezza della richiesta</th><td data-cell-label=\"Listino delle tariffe\"><span class=\"card-cell-label\">Listino delle tariffe</span>—</td><td data-cell-label=\"Token di contesto, più di\"><span class=\"card-cell-label\">Token di contesto, più di</span>0</td><td data-cell-label=\"Token di contesto, fino al limite incluso\"><span class=\"card-cell-label\">Token di contesto, fino al limite incluso</span>Nessun limite superiore</td><td data-cell-label=\"Costo\"><span class=\"card-cell-label\">Costo</span><div><span>Input · Token in input</span> <b>$0.004</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Output · Token in output</span> <b>$0.016</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Lettura dalla cache</span> <b>$0.001</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Scrittura nella cache</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Scrittura nella cache, 1 ora</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div></td></tr></tbody></table></div></div><p class=\"note-s\">Ailoot prenota un importo stimato prima di una richiesta. Dopo il risultato, addebita il costo finale in base all’utilizzo misurato. Per lo streaming, l’addebito usa il record finale di utilizzo. <a href=\"/docs/it/billing/reserve/\">Come funzionano la prenotazione e l’addebito finale →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">Esempi di richieste</h3><h4>Ailoot Ultra · OpenAI Chat</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Varianti di codice\"><button class=\"cg-tab\" id=\"model-code-2016-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-2016-panel-0\" aria-selected=\"true\" tabindex=\"0\">curl</button><button class=\"cg-tab\" id=\"model-code-2016-tab-1\" role=\"tab\" type=\"button\" aria-controls=\"model-code-2016-panel-1\" aria-selected=\"false\" tabindex=\"-1\">Python SDK</button><button class=\"cg-tab\" id=\"model-code-2016-tab-2\" role=\"tab\" type=\"button\" aria-controls=\"model-code-2016-panel-2\" aria-selected=\"false\" tabindex=\"-1\">Streaming Python</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Copia il codice\"><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-2016-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-2016-tab-0\"><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\npython3 - &lt;&lt;&#39;PY_REQUEST&#39;\nimport json,os\nfrom pathlib import Path\np=json.loads(&#39;{&quot;model&quot;: &quot;openai/o3&quot;, &quot;messages&quot;: [{&quot;role&quot;: &quot;user&quot;, &quot;content&quot;: &quot;Explain the difference between an observation and a hypothesis in three sentences.&quot;}]}&#39;)\n\nPath(&quot;request.json&quot;).write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\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\nr=json.loads(Path(&quot;result.json&quot;).read_text())\nfor x in r.get(&quot;choices&quot;,[]):\n    if x.get(&quot;message&quot;,{}).get(&quot;content&quot;): print(x[&quot;message&quot;][&quot;content&quot;])\nPY_RESULT\n</code></pre></div><div class=\"cg-pane\" id=\"model-code-2016-panel-1\" role=\"tabpanel\" aria-labelledby=\"model-code-2016-tab-1\" hidden><pre data-lang=\"python\"><code>from openai import OpenAI\nimport os\n\nif not os.environ.get(&quot;AILOOT_API_KEY&quot;, &quot;&quot;).strip(): raise SystemExit(&quot;Set AILOOT_API_KEY before making a request&quot;)\nclient=OpenAI(base_url=&quot;https://api.ailoot.ai/v1&quot;,api_key=os.environ[&quot;AILOOT_API_KEY&quot;],max_retries=0)\nresult=client.chat.completions.create(model=&#39;openai/o3&#39;,messages=[{&quot;role&quot;:&quot;user&quot;,&quot;content&quot;:&quot;Explain observations and hypotheses in three sentences.&quot;}])\nimport base64, json\nfrom pathlib import Path\n\ndef save_result(data, stem=&quot;result&quot;):\n    # Keep every field, including usage, IDs, reasoning and tool requests.\n    Path(stem + &quot;.json&quot;).write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding=&quot;utf-8&quot;)\n    print(json.dumps(data, ensure_ascii=False, indent=2))\n    def save_blob(encoded, suffix, label):\n        raw = base64.b64decode(encoded, altchars=b&quot;-_&quot;, validate=True)\n        ext = &quot;png&quot; if raw.startswith(b&quot;\\x89PNG\\r\\n\\x1a\\n&quot;) else &quot;jpg&quot; if raw.startswith(b&quot;\\xff\\xd8&quot;) else &quot;webp&quot; if raw[:4] == b&quot;RIFF&quot; and raw[8:12] == b&quot;WEBP&quot; else suffix\n        file = Path(stem + &quot;-&quot; + label + &quot;.&quot; + ext)\n        file.write_bytes(raw)\n        print(&quot;Saved&quot;, file)\n    for index, block in enumerate(data.get(&quot;content&quot;) or []):\n        print(&quot;Content&quot;, index, json.dumps(block, ensure_ascii=False))\n    for choice in data.get(&quot;choices&quot;) or []:\n        print(&quot;Choice&quot;, choice.get(&quot;index&quot;), json.dumps(choice.get(&quot;message&quot;, choice.get(&quot;delta&quot;, {})), ensure_ascii=False))\n    for index, item in enumerate(data.get(&quot;output&quot;) or []):\n        print(&quot;Output&quot;, index, json.dumps(item, ensure_ascii=False))\n        if item.get(&quot;type&quot;) == &quot;image_generation_call&quot; and item.get(&quot;result&quot;):\n            save_blob(item[&quot;result&quot;], item.get(&quot;output_format&quot;) or &quot;bin&quot;, &quot;output-&quot; + str(index))\n    for ci, candidate in enumerate(data.get(&quot;candidates&quot;) or []):\n        for pi, part in enumerate((candidate.get(&quot;content&quot;) or {}).get(&quot;parts&quot;) or []):\n            print(&quot;Candidate/part&quot;, ci, pi, json.dumps(part, ensure_ascii=False))\n            blob = part.get(&quot;inlineData&quot;) or part.get(&quot;inline_data&quot;)\n            if blob and blob.get(&quot;data&quot;):\n                mime = blob.get(&quot;mimeType&quot;) or blob.get(&quot;mime_type&quot;)\n                suffix = {&quot;image/png&quot;:&quot;png&quot;, &quot;image/jpeg&quot;:&quot;jpg&quot;, &quot;image/webp&quot;:&quot;webp&quot;, &quot;audio/wav&quot;:&quot;wav&quot;, &quot;audio/mpeg&quot;:&quot;mp3&quot;, &quot;video/mp4&quot;:&quot;mp4&quot;}.get(mime, &quot;bin&quot;)\n                save_blob(blob[&quot;data&quot;], suffix, &quot;candidate-&quot; + str(ci) + &quot;-part-&quot; + str(pi))\n\nsave_result(result.to_dict(mode=&quot;json&quot;))\n</code></pre></div><div class=\"cg-pane\" id=\"model-code-2016-panel-2\" role=\"tabpanel\" aria-labelledby=\"model-code-2016-tab-2\" hidden><pre data-lang=\"python\"><code>from openai import OpenAI\nimport os\nfrom pathlib import Path\n\nif not os.environ.get(&quot;AILOOT_API_KEY&quot;, &quot;&quot;).strip(): raise SystemExit(&quot;Set AILOOT_API_KEY before making a request&quot;)\nclient=OpenAI(base_url=&quot;https://api.ailoot.ai/v1&quot;,api_key=os.environ[&quot;AILOOT_API_KEY&quot;],max_retries=0)\nimport base64, json\nfrom pathlib import Path\n\ndef save_result(data, stem=&quot;result&quot;):\n    # Keep every field, including usage, IDs, reasoning and tool requests.\n    Path(stem + &quot;.json&quot;).write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding=&quot;utf-8&quot;)\n    print(json.dumps(data, ensure_ascii=False, indent=2))\n    def save_blob(encoded, suffix, label):\n        raw = base64.b64decode(encoded, altchars=b&quot;-_&quot;, validate=True)\n        ext = &quot;png&quot; if raw.startswith(b&quot;\\x89PNG\\r\\n\\x1a\\n&quot;) else &quot;jpg&quot; if raw.startswith(b&quot;\\xff\\xd8&quot;) else &quot;webp&quot; if raw[:4] == b&quot;RIFF&quot; and raw[8:12] == b&quot;WEBP&quot; else suffix\n        file = Path(stem + &quot;-&quot; + label + &quot;.&quot; + ext)\n        file.write_bytes(raw)\n        print(&quot;Saved&quot;, file)\n    for index, block in enumerate(data.get(&quot;content&quot;) or []):\n        print(&quot;Content&quot;, index, json.dumps(block, ensure_ascii=False))\n    for choice in data.get(&quot;choices&quot;) or []:\n        print(&quot;Choice&quot;, choice.get(&quot;index&quot;), json.dumps(choice.get(&quot;message&quot;, choice.get(&quot;delta&quot;, {})), ensure_ascii=False))\n    for index, item in enumerate(data.get(&quot;output&quot;) or []):\n        print(&quot;Output&quot;, index, json.dumps(item, ensure_ascii=False))\n        if item.get(&quot;type&quot;) == &quot;image_generation_call&quot; and item.get(&quot;result&quot;):\n            save_blob(item[&quot;result&quot;], item.get(&quot;output_format&quot;) or &quot;bin&quot;, &quot;output-&quot; + str(index))\n    for ci, candidate in enumerate(data.get(&quot;candidates&quot;) or []):\n        for pi, part in enumerate((candidate.get(&quot;content&quot;) or {}).get(&quot;parts&quot;) or []):\n            print(&quot;Candidate/part&quot;, ci, pi, json.dumps(part, ensure_ascii=False))\n            blob = part.get(&quot;inlineData&quot;) or part.get(&quot;inline_data&quot;)\n            if blob and blob.get(&quot;data&quot;):\n                mime = blob.get(&quot;mimeType&quot;) or blob.get(&quot;mime_type&quot;)\n                suffix = {&quot;image/png&quot;:&quot;png&quot;, &quot;image/jpeg&quot;:&quot;jpg&quot;, &quot;image/webp&quot;:&quot;webp&quot;, &quot;audio/wav&quot;:&quot;wav&quot;, &quot;audio/mpeg&quot;:&quot;mp3&quot;, &quot;video/mp4&quot;:&quot;mp4&quot;}.get(mime, &quot;bin&quot;)\n                save_blob(blob[&quot;data&quot;], suffix, &quot;candidate-&quot; + str(ci) + &quot;-part-&quot; + str(pi))\n\nwith client.chat.completions.stream(model=&#39;openai/o3&#39;,messages=[{&quot;role&quot;:&quot;user&quot;,&quot;content&quot;:&quot;Explain observations and hypotheses in three sentences.&quot;}]) as stream:\n    with Path(&quot;stream-events.jsonl&quot;).open(&quot;w&quot;,encoding=&quot;utf-8&quot;) as log:\n        for event in stream:\n            payload=event.to_dict(mode=&quot;json&quot;)\n            log.write(json.dumps(payload,ensure_ascii=False)+&quot;\\n&quot;); log.flush()\n            print(json.dumps(payload,ensure_ascii=False))\n    final=stream.get_final_completion()\n    save_result(final.to_dict(mode=&quot;json&quot;),&quot;stream-result&quot;)\n</code></pre></div></div></div></section><section class=\"card-section\" data-card-section=\"results\"><h3 tabindex=\"-1\">Ricevi e salva i risultati</h3><h4>Ailoot Ultra · OpenAI Chat</h4><p class=\"note-s\">json o SSE</p><div class=\"card-result-process\" data-all-results><h5>Conserva tutti i risultati completati</h5><p class=\"note-s\">Conserva ogni risposta, file e parte di contenuto restituiti per intero.</p><p class=\"note-s\">Conserva ogni scelta con contenuto, chiamate agli strumenti e ragionamento. In SSE assembla i delta per indice di scelta e strumento e conserva il motivo finale di completamento e i dati di utilizzo.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Se occorre verificare la risposta originale</h5><p class=\"note-s\">Conserva gli ID e le intestazioni di richiesta/risposta. Non viene fornito alcun URL generico per recuperare un’attività testuale.</p></div><details class=\"card-about\" data-output-fields><summary>Campi della risposta</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Campo</th><th>Tipo</th></tr></thead><tbody><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">choices[].index</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>integer</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">choices[].message.content</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>string|null</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">choices[].message.tool_calls</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>tool_call[]</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">choices[].message.reasoning_content</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>string</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">choices[].message.reasoning_details</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>object|array</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">choices[].finish_reason</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>string|null</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">usage</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>object</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Errori e passaggi successivi</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Risposta</th><th>Condizione</th><th>Passaggio successivo</th></tr></thead><tbody><tr><th data-cell-label=\"Risposta\" scope=\"row\"><span class=\"card-cell-label\">Risposta</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Condizione\"><span class=\"card-cell-label\">Condizione</span>Campi obbligatori, rappresentazione del materiale o valore del parametro non validi</td><td data-cell-label=\"Passaggio successivo\"><span class=\"card-cell-label\">Passaggio successivo</span>Correggi i campi indicati prima di una nuova richiesta di creazione.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Alias</h3><h4>Alias del modello</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=openai%2Fo3&amp;route=Ultra&amp;caller=o3&amp;fmt=chat\"><code>o3</code></a>, <a href=\"#m=openai%2Fo3&amp;route=Ultra&amp;caller=openai%2Fo3&amp;fmt=chat\"><code>openai/o3</code></a></span></p><h4>Alias dei percorsi dei metodi</h4><p class=\"note-s\"><code>/chat/completions</code></p><h4>ID di chiamata correlati</h4><p class=\"note-s\"><a href=\"#m=openai%2Fo3&amp;route=Ultra&amp;caller=openai%2Fo3&amp;fmt=chat\"><code>openai/o3</code></a>, <a href=\"#m=openai%2Fo3&amp;route=Ultra&amp;caller=o3&amp;fmt=chat\"><code>o3</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "openai/o3",
        "fmt": "chat",
        "http": "POST",
        "path": "/v1/chat/completions",
        "request_model_id": "openai/o3",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|chat|/v1/chat/completions|openai%2Fo3",
      "ordinal": 2,
      "rawMethod": {
        "available": null,
        "cache_read": 1,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "all_results": "Keep every choice and its content/tool calls/reasoning. In SSE assemble deltas by choice/tool index, retain the final finish reason and usage.",
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "header": "Authorization: Bearer"
            },
            "errors": [
              {
                "code": null,
                "condition": "Campi obbligatori, rappresentazione del materiale o valore del parametro non validi",
                "http_status": 400,
                "recovery": "Correggi i campi indicati prima di una nuova richiesta di creazione.",
                "type": "invalid_request_error"
              }
            ],
            "hints": [
              "Model context is not an output cap.",
              "A model-dependent field needs the exact published model profile; unspecified defaults/enums are not guessed.",
              "Tool calls propose actions; the client application returns actual observations with the returned call ID.",
              "Guarded canonical keys must occur once; duplicate or case-varied model/tools/cap fields are rejected."
            ],
            "ignored_fields": [],
            "lifecycle": {
              "create": {
                "http": "POST",
                "path": "/v1/chat/completions"
              },
              "job_read": null,
              "mode": "synchronous_or_streamed",
              "unknown": "Conserva gli ID e le intestazioni di richiesta/risposta. Non viene fornito alcun URL generico per recuperare un’attività testuale."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "messages[].content",
                "required_material": "Testo UTF8"
              }
            ],
            "operation_modes": [
              "conversation",
              "function_tool_continuation",
              "streaming"
            ],
            "outputs": {
              "all_results": "Conserva ogni scelta con contenuto, chiamate agli strumenti e ragionamento. In SSE assembla i delta per indice di scelta e strumento e conserva il motivo finale di completamento e i dati di utilizzo.",
              "family": "text",
              "fields": [
                {
                  "description": null,
                  "name": "choices[].index",
                  "type": "integer"
                },
                {
                  "description": null,
                  "name": "choices[].message.content",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "choices[].message.tool_calls",
                  "type": "tool_call[]"
                },
                {
                  "description": null,
                  "name": "choices[].message.reasoning_content",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "choices[].message.reasoning_details",
                  "type": "object|array"
                },
                {
                  "description": null,
                  "name": "choices[].finish_reason",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "json o SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "openai/o3"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "min_items": 1,
                "name": "messages",
                "required": true,
                "type": "message[]"
              },
              {
                "availability": "model_dependent",
                "conditions": "Questi ruoli sono rappresentati esplicitamente dai tipi di compatibilità del codice sorgente; l’insieme esatto dei ruoli rimane specifico del modello.",
                "default": null,
                "default_known": false,
                "enum": [
                  "system",
                  "user",
                  "assistant",
                  "tool",
                  "function"
                ],
                "enum_exhaustive": false,
                "enum_known": true,
                "name": "messages[].role",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].content",
                "required": false,
                "type": "string|content_part[]|null"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].tool_calls",
                "required": false,
                "type": "tool_call[]"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].tool_call_id",
                "required": false,
                "type": "string",
                "when": "role=tool; usa l’ID effettivamente restituito"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].name",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].reasoning_content",
                "required": false,
                "type": "string",
                "when": "Reinserisci il ragionamento effettivamente restituito quando il modello lo utilizza"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].reasoning_details",
                "required": false,
                "type": "object|array"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "minimum": 1,
                "name": "max_tokens",
                "required": false,
                "type": "integer"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "minimum": 1,
                "name": "max_completion_tokens",
                "required": false,
                "type": "integer"
              },
              {
                "availability": "source_interface",
                "default": false,
                "default_known": true,
                "enum": null,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "stream_options.include_usage",
                "required": false,
                "type": "boolean"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "temperature",
                "required": false,
                "type": "number"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "top_p",
                "required": false,
                "type": "number"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "stop",
                "required": false,
                "type": "string|string[]"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tools",
                "required": false,
                "type": "function_tool[]"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": [
                  "function"
                ],
                "enum_known": true,
                "name": "tools[].type",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tools[].function.name",
                "required": true,
                "type": "string",
                "when": "Funzione fornita come strumento"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tools[].function.description",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tools[].function.parameters",
                "required": false,
                "type": "JSON_schema"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tool_choice",
                "required": false,
                "type": "string|object"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "parallel_tool_calls",
                "required": false,
                "type": "boolean"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "response_format",
                "required": false,
                "type": "object"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "reasoning_effort",
                "required": false,
                "type": "string"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "reasoning",
                "required": false,
                "type": "object"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "service_tier",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_compatibility",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "instructions",
                "required": false,
                "type": "string"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "functions",
                "required": false,
                "type": "function[]"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "function_call",
                "required": false,
                "type": "string|object"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "prompt_cache_options",
                "required": false,
                "type": "object"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "text"
                ],
                "enum_known": true,
                "name": "modalities",
                "required": false,
                "type": "string[]"
              },
              {
                "availability": "source_interface",
                "conditions": "provider.options viene rifiutato su questa rotta testuale Ultra",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "provider",
                "required": false,
                "type": "object"
              },
              {
                "availability": "source_interface",
                "conditions": "1h viene rifiutato nelle posizioni effettive della cache dei prompt",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "cache_control.ttl",
                "required": false,
                "type": "string"
              }
            ],
            "profile_binding": "Exact existing Ailoot model and method; interface constraints below do not assert provider qualification.",
            "unsupported": [
              "additional models/models list",
              "plugins",
              "route",
              "hosted tools; ordinary client function tools remain separate",
              "non-text output modalities",
              "provider.options overrides",
              "one-hour prompt-cache TTL"
            ]
          },
          "hints": [
            "Invia l’ID esatto del modello con messages.",
            "La lunghezza del contesto non è un limite di uscita.",
            "Un file di testo può fornire testo letterale; gli ingressi immagine/audio/oggetto file richiedono un’associazione esatta."
          ],
          "input": {
            "content_type": "application/json",
            "control_scope": "Specifico del modello; gli strumenti di funzione dell’utente differiscono dagli strumenti ospitati",
            "file_material": "Documento UTF-8 effettivo inserito come testo letterale; nessun ID di file dedotto",
            "hosted_operations": false,
            "material_types": [
              "text"
            ],
            "messages": "Array di messaggi con struttura role/content",
            "multimodal_input_binding": null,
            "optional_controls": [
              "stream",
              "temperature",
              "top_p",
              "stop",
              "max_tokens",
              "max_completion_tokens",
              "reasoning",
              "response_format",
              "tools",
              "tool_choice"
            ],
            "output_modalities": [
              "text"
            ],
            "required": [
              "model",
              "messages"
            ]
          },
          "lifecycle": {
            "mode": "synchronous_or_streamed",
            "unknown": "preserve original request id; no generic chat job retrieval path"
          },
          "manufacturer_capability": null,
          "method": {
            "http": "POST",
            "path": "/v1/chat/completions"
          },
          "method_aliases": [],
          "operation_modes": [
            "text_chat"
          ],
          "output": {
            "content": "choices[].message.content or stream delta",
            "family": "text",
            "format": "json or supported SSE",
            "tool_calls": "retain actual returned function calls"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Tariffe di base dei token",
            "units": [
              {
                "amount": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "Fascia 1 di lunghezza della richiesta",
            "units": [
              {
                "amount": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"model\": \"openai/o3\", \"messages\": [{\"role\": \"user\", \"content\": \"Explain the difference between an observation and a hypothesis in three sentences.\"}]}')\n\nPath(\"request.json\").write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\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\nr=json.loads(Path(\"result.json\").read_text())\nfor x in r.get(\"choices\",[]):\n    if x.get(\"message\",{}).get(\"content\"): print(x[\"message\"][\"content\"])\nPY_RESULT\n",
            "label": "curl · retained exact creation",
            "language": "bash"
          },
          {
            "code": "from openai import OpenAI\nimport os\n\nif not os.environ.get(\"AILOOT_API_KEY\", \"\").strip(): raise SystemExit(\"Set AILOOT_API_KEY before making a request\")\nclient=OpenAI(base_url=\"https://api.ailoot.ai/v1\",api_key=os.environ[\"AILOOT_API_KEY\"],max_retries=0)\nresult=client.chat.completions.create(model='openai/o3',messages=[{\"role\":\"user\",\"content\":\"Explain observations and hypotheses in three sentences.\"}])\nimport base64, json\nfrom pathlib import Path\n\ndef save_result(data, stem=\"result\"):\n    # Keep every field, including usage, IDs, reasoning and tool requests.\n    Path(stem + \".json\").write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding=\"utf-8\")\n    print(json.dumps(data, ensure_ascii=False, indent=2))\n    def save_blob(encoded, suffix, label):\n        raw = base64.b64decode(encoded, altchars=b\"-_\", validate=True)\n        ext = \"png\" if raw.startswith(b\"\\x89PNG\\r\\n\\x1a\\n\") else \"jpg\" if raw.startswith(b\"\\xff\\xd8\") else \"webp\" if raw[:4] == b\"RIFF\" and raw[8:12] == b\"WEBP\" else suffix\n        file = Path(stem + \"-\" + label + \".\" + ext)\n        file.write_bytes(raw)\n        print(\"Saved\", file)\n    for index, block in enumerate(data.get(\"content\") or []):\n        print(\"Content\", index, json.dumps(block, ensure_ascii=False))\n    for choice in data.get(\"choices\") or []:\n        print(\"Choice\", choice.get(\"index\"), json.dumps(choice.get(\"message\", choice.get(\"delta\", {})), ensure_ascii=False))\n    for index, item in enumerate(data.get(\"output\") or []):\n        print(\"Output\", index, json.dumps(item, ensure_ascii=False))\n        if item.get(\"type\") == \"image_generation_call\" and item.get(\"result\"):\n            save_blob(item[\"result\"], item.get(\"output_format\") or \"bin\", \"output-\" + str(index))\n    for ci, candidate in enumerate(data.get(\"candidates\") or []):\n        for pi, part in enumerate((candidate.get(\"content\") or {}).get(\"parts\") or []):\n            print(\"Candidate/part\", ci, pi, json.dumps(part, ensure_ascii=False))\n            blob = part.get(\"inlineData\") or part.get(\"inline_data\")\n            if blob and blob.get(\"data\"):\n                mime = blob.get(\"mimeType\") or blob.get(\"mime_type\")\n                suffix = {\"image/png\":\"png\", \"image/jpeg\":\"jpg\", \"image/webp\":\"webp\", \"audio/wav\":\"wav\", \"audio/mpeg\":\"mp3\", \"video/mp4\":\"mp4\"}.get(mime, \"bin\")\n                save_blob(blob[\"data\"], suffix, \"candidate-\" + str(ci) + \"-part-\" + str(pi))\n\nsave_result(result.to_dict(mode=\"json\"))\n",
            "label": "Python SDK · all choices",
            "language": "python"
          },
          {
            "code": "from openai import OpenAI\nimport os\nfrom pathlib import Path\n\nif not os.environ.get(\"AILOOT_API_KEY\", \"\").strip(): raise SystemExit(\"Set AILOOT_API_KEY before making a request\")\nclient=OpenAI(base_url=\"https://api.ailoot.ai/v1\",api_key=os.environ[\"AILOOT_API_KEY\"],max_retries=0)\nimport base64, json\nfrom pathlib import Path\n\ndef save_result(data, stem=\"result\"):\n    # Keep every field, including usage, IDs, reasoning and tool requests.\n    Path(stem + \".json\").write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding=\"utf-8\")\n    print(json.dumps(data, ensure_ascii=False, indent=2))\n    def save_blob(encoded, suffix, label):\n        raw = base64.b64decode(encoded, altchars=b\"-_\", validate=True)\n        ext = \"png\" if raw.startswith(b\"\\x89PNG\\r\\n\\x1a\\n\") else \"jpg\" if raw.startswith(b\"\\xff\\xd8\") else \"webp\" if raw[:4] == b\"RIFF\" and raw[8:12] == b\"WEBP\" else suffix\n        file = Path(stem + \"-\" + label + \".\" + ext)\n        file.write_bytes(raw)\n        print(\"Saved\", file)\n    for index, block in enumerate(data.get(\"content\") or []):\n        print(\"Content\", index, json.dumps(block, ensure_ascii=False))\n    for choice in data.get(\"choices\") or []:\n        print(\"Choice\", choice.get(\"index\"), json.dumps(choice.get(\"message\", choice.get(\"delta\", {})), ensure_ascii=False))\n    for index, item in enumerate(data.get(\"output\") or []):\n        print(\"Output\", index, json.dumps(item, ensure_ascii=False))\n        if item.get(\"type\") == \"image_generation_call\" and item.get(\"result\"):\n            save_blob(item[\"result\"], item.get(\"output_format\") or \"bin\", \"output-\" + str(index))\n    for ci, candidate in enumerate(data.get(\"candidates\") or []):\n        for pi, part in enumerate((candidate.get(\"content\") or {}).get(\"parts\") or []):\n            print(\"Candidate/part\", ci, pi, json.dumps(part, ensure_ascii=False))\n            blob = part.get(\"inlineData\") or part.get(\"inline_data\")\n            if blob and blob.get(\"data\"):\n                mime = blob.get(\"mimeType\") or blob.get(\"mime_type\")\n                suffix = {\"image/png\":\"png\", \"image/jpeg\":\"jpg\", \"image/webp\":\"webp\", \"audio/wav\":\"wav\", \"audio/mpeg\":\"mp3\", \"video/mp4\":\"mp4\"}.get(mime, \"bin\")\n                save_blob(blob[\"data\"], suffix, \"candidate-\" + str(ci) + \"-part-\" + str(pi))\n\nwith client.chat.completions.stream(model='openai/o3',messages=[{\"role\":\"user\",\"content\":\"Explain observations and hypotheses in three sentences.\"}]) as stream:\n    with Path(\"stream-events.jsonl\").open(\"w\",encoding=\"utf-8\") as log:\n        for event in stream:\n            payload=event.to_dict(mode=\"json\")\n            log.write(json.dumps(payload,ensure_ascii=False)+\"\\n\"); log.flush()\n            print(json.dumps(payload,ensure_ascii=False))\n    final=stream.get_final_completion()\n    save_result(final.to_dict(mode=\"json\"),\"stream-result\")\n",
            "label": "Python SDK streaming · all events",
            "language": "python"
          }
        ],
        "family": "openai",
        "fast_multiplier": 1,
        "flex_multiplier": 1,
        "fmt": "chat",
        "hints": [
          "Send exact model ID with messages.",
          "Context length is not an output cap.",
          "A text file may supply literal text; image/audio/file-object inputs need exact binding."
        ],
        "http": "POST",
        "in": 4,
        "input": [
          "text"
        ],
        "label": "OpenAI Chat",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [],
        "out": 16,
        "output": [
          "text"
        ],
        "path": "/v1/chat/completions",
        "price_conditions": [
          {
            "label": "Modalità rapida",
            "value": "Tariffa standard",
            "when": "Quando è selezionata la modalità rapida"
          },
          {
            "label": "Modalità flex",
            "value": "Tariffa standard",
            "when": "Quando è selezionata la modalità flex"
          },
          {
            "label": "Sforzo massimo di ragionamento",
            "value": "Tariffa standard",
            "when": "Quando lo sforzo massimo di ragionamento usa l'adeguamento predefinito (default)"
          }
        ],
        "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": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "openai/o3",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [
          {
            "cache_read": 1,
            "cache_read_multiplier": null,
            "cache_write": null,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 4,
            "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": 16,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.004000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.000004",
            "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": "0.016000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.000016",
            "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": "0.001000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0.000001",
            "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"
          }
        ]
      }
    },
    {
      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">O</span><h2 id=\"sheet-title\">OpenAI: o3</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Chiudi\">×</button></div><div class=\"idline\"><span>OpenAI /</span><code>openai/o3</code><button type=\"button\" id=\"copy-id\">Copia ID</button></div><nav class=\"card-jump-nav\" aria-label=\"Sezioni della scheda del modello\"><button type=\"button\" data-card-jump=\"overview\">Introduzione</button><button type=\"button\" data-card-jump=\"methods\">Input e metodi</button><button type=\"button\" data-card-jump=\"pricing\">Tariffe</button><button type=\"button\" data-card-jump=\"examples\">Esempi</button><button type=\"button\" data-card-jump=\"results\">Risultati</button><button type=\"button\" data-card-jump=\"aliases\">Alias</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"Metodi API\"><button type=\"button\" role=\"tab\" tabindex=\"-1\" aria-controls=\"card-method-content\" aria-selected=\"false\" id=\"card-method-tab-0\" data-card-method=\"Ultra|chat|/v1/chat/completions|o3\">Chat · Ultra</button><button type=\"button\" role=\"tab\" tabindex=\"0\" aria-controls=\"card-method-content\" aria-selected=\"true\" id=\"card-method-tab-1\" data-card-method=\"Ultra|messages|/v1/messages|openai%2Fo3\">Messages · Ultra</button></div><div class=\"idline\"><label for=\"card-model-id\">ID del modello</label><select class=\"sel\" id=\"card-model-id\" style=\"min-width:0;max-width:100%\"><option value=\"Ultra|messages|/v1/messages|o3\">o3</option><option value=\"Ultra|messages|/v1/messages|openai%2Fo3\" selected>openai/o3</option></select></div><div id=\"card-method-content\" role=\"tabpanel\" aria-labelledby=\"card-method-tab-1\"><section class=\"card-section\" data-card-section=\"overview\"><h3 tabindex=\"-1\">Introduzione</h3><p class=\"mdesc-full\">OpenAI o3 è un modello di ragionamento per matematica, scienza, programmazione, domande visive e scrittura tecnica. Il suo profilo pubblicato accetta testo, immagini e file per risposte testuali, con strumenti, uscite strutturate e una finestra di contesto di 200 000 token.</p><dl class=\"card-io\" data-card-io><div><dt>Input accettati</dt><dd>Testo</dd></div><div><dt>Risultati</dt><dd>json · sse</dd></div></dl><details class=\"card-about\"><summary>Informazioni sul modello</summary><p class=\"note-s\" data-model-method-boundary>Questa descrizione illustra le funzionalità del modello. Gli input, gli output e le opzioni disponibili in Ailoot per il metodo selezionato sono elencati di seguito.</p><div class=\"mabout\" id=\"m-about\"><p>OpenAI o3 è un modello di ragionamento che copre attività matematiche, scientifiche, di programmazione e visive. Il suo ruolo pubblicato comprende anche scrittura tecnica e rispetto delle istruzioni. Testo, immagini e file in ingresso supportano testo in uscita, con ragionamento, strumenti basati su funzioni e controlli per l’uscita strutturata nel profilo del servizio che lo ospita.</p><h4>Una domanda tecnica con prove identificate</h4><p>Fornite le ipotesi, le quantità e le fonti che determinano il risultato. Per un compito scientifico o matematico, definite i simboli e preservate le unità. Per la programmazione, fornite l’implementazione pertinente, il problema osservato e il comportamento atteso. Chiedete la risposta e le prove o i passaggi necessari per valutarla.</p><p>Una domanda visiva può identificare l’oggetto, il grafico o la regione dell’interfaccia rilevanti. Mantenete l’etichetta dell’immagine insieme a ogni osservazione che ne deriva e conservate il materiale scritto di origine che le fornisce contesto. Il risultato deve distinguere ciò che è visibile o dichiarato da un’interpretazione ricavata da diverse fonti.</p><h4>Ragionamento, strumenti e struttura del risultato</h4><p>Il profilo elenca controlli per il ragionamento e strumenti basati su funzioni. Un’applicazione può eseguire un’operazione proposta e fornirne il risultato effettivo prima che il compito prosegua. Conservate calcoli, passaggi recuperati o uscite dei comandi insieme agli ingressi e agli identificatori delle fonti che li rendono esaminabili.</p><p>Per l’uscita strutturata, definite campi, tipi e gestione delle informazioni assenti. Convalidate la struttura restituita e i valori sostanziali. Per una spiegazione tecnica, chiedete una conclusione chiara seguita dai passaggi o dalle prove pertinenti alla domanda.</p><h4>Contesto per un compito consistente</h4><p>Il profilo pubblicato del servizio che ospita il modello elenca una finestra di contesto di 200 000 token e fino a 100 000 token di completamento. Riservate spazio per la risposta e organizzate il materiale più ampio in sezioni con un nome. Conservate decisioni e osservazioni consolidate eliminando le ripetizioni non pertinenti.</p><p>Un risultato utile di o3 collega la conclusione o l’artefatto tecnico alle sue ipotesi, fonti e verifiche. Conservate queste parti insieme quando trasferite il lavoro a un’analisi o a un passaggio applicativo successivi.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Disponibile in Ailoot · input e metodi</h3><details class=\"card-method\" open><summary><b>Ailoot Ultra · Anthropic Messages</b> <code>POST /v1/messages</code></summary><dl class=\"method-capabilities\"><div><dt>Tipi di input</dt><dd><code>text</code></dd></div><div><dt>Tipi di output</dt><dd><code>json</code>, <code>sse</code></dd></div><div><dt>Formato di output</dt><dd>JSON o SSE</dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Campo</th><th>Tipo</th><th>Requisito</th><th>Valori e limiti</th><th>Predefinito</th></tr></thead><tbody><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Obbligatorio</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>openai/o3</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">messages</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>message[]</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Obbligatorio</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">messages[].role</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Obbligatorio</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span><div>user, assistant</div></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">messages[].content</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>string</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Obbligatorio</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">max_tokens</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>integer</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Obbligatorio</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span></td><td data-cell-label=\"Predefinito\" data-default=\"unspecified\"><span class=\"card-cell-label\">Predefinito</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">stream</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span><code>boolean</code></td><td data-cell-label=\"Requisito\"><span class=\"card-cell-label\">Requisito</span>Facoltativo</td><td data-cell-label=\"Valori e limiti\"><span class=\"card-cell-label\">Valori e limiti</span></td><td data-cell-label=\"Predefinito\" data-default=\"known\"><span class=\"card-cell-label\">Predefinito</span>false</td></tr></tbody></table></div><details class=\"card-about\" data-material-combinations><summary>Combinazioni di materiali in input</summary><p class=\"note-s\"><b>Testo</b> · Testo UTF-8</p><p class=\"note-s\"><code>Stringa messages[].content</code></p></details><details class=\"note-s\" data-method-contract><summary>Parametri e ciclo di vita del metodo</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parametro</th><th>Contratto</th></tr></thead><tbody><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>content_type</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>application/json</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>required</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>model, messages, max_tokens</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>optional_controls</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>stream</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>material_types</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>text</td></tr><tr><th data-cell-label=\"Parametro\" scope=\"row\"><span class=\"card-cell-label\">Parametro</span><code>text_file_material</code></th><td data-cell-label=\"Contratto\"><span class=\"card-cell-label\">Contratto</span>Leggi il documento UTF-8 effettivo e inserisci il testo nell’ingresso indicato o nella stringa del contenuto del messaggio.</td></tr></tbody></table></div><p>Ciclo di vita: <code>synchronous_or_streamed</code></p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Tariffe</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Le tariffe non aggiungono opzioni alla richiesta. I parametri supportati sono elencati nel metodo selezionato.</p><dl data-price-conditions><dt>Modalità rapida</dt><dd>Tariffa standard <span class=\"note-s\">Quando è selezionata la modalità rapida</span></dd><dt>Modalità flex</dt><dd>Tariffa standard <span class=\"note-s\">Quando è selezionata la modalità flex</span></dd><dt>Sforzo massimo di ragionamento</dt><dd>Tariffa standard <span class=\"note-s\">Quando lo sforzo massimo di ragionamento usa l&#39;adeguamento predefinito (default)</span></dd></dl></div><div data-declared-tariff-pricing><h4>Tariffe Ailoot</h4><h4>Prezzi per configurazione</h4><p class=\"note-s\">Associa ogni costo alle condizioni indicate. Usa una sola tariffa per ogni insieme di configurazioni alternative.</p><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Configurazione</th><th>Listino delle tariffe</th><th>Token di contesto, più di</th><th>Token di contesto, fino al limite incluso</th><th>Costo</th></tr></thead><tbody><tr><th data-cell-label=\"Configurazione\" scope=\"row\"><span class=\"card-cell-label\">Configurazione</span>Tariffe di base dei token</th><td data-cell-label=\"Listino delle tariffe\"><span class=\"card-cell-label\">Listino delle tariffe</span>Tariffa base</td><td data-cell-label=\"Token di contesto, più di\"><span class=\"card-cell-label\">Token di contesto, più di</span>—</td><td data-cell-label=\"Token di contesto, fino al limite incluso\"><span class=\"card-cell-label\">Token di contesto, fino al limite incluso</span>Nessun limite superiore</td><td data-cell-label=\"Costo\"><span class=\"card-cell-label\">Costo</span><div><span>Input · Token in input</span> <b>$0.004</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Output · Token in output</span> <b>$0.016</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Lettura dalla cache</span> <b>$0.001</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Scrittura nella cache</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Scrittura nella cache, 1 ora</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div></td></tr><tr><th data-cell-label=\"Configurazione\" scope=\"row\"><span class=\"card-cell-label\">Configurazione</span>Fascia 1 di lunghezza della richiesta</th><td data-cell-label=\"Listino delle tariffe\"><span class=\"card-cell-label\">Listino delle tariffe</span>—</td><td data-cell-label=\"Token di contesto, più di\"><span class=\"card-cell-label\">Token di contesto, più di</span>0</td><td data-cell-label=\"Token di contesto, fino al limite incluso\"><span class=\"card-cell-label\">Token di contesto, fino al limite incluso</span>Nessun limite superiore</td><td data-cell-label=\"Costo\"><span class=\"card-cell-label\">Costo</span><div><span>Input · Token in input</span> <b>$0.004</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Output · Token in output</span> <b>$0.016</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Lettura dalla cache</span> <b>$0.001</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Scrittura nella cache</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Input · Scrittura nella cache, 1 ora</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div></td></tr></tbody></table></div></div><p class=\"note-s\">Ailoot prenota un importo stimato prima di una richiesta. Dopo il risultato, addebita il costo finale in base all’utilizzo misurato. Per lo streaming, l’addebito usa il record finale di utilizzo. <a href=\"/docs/it/billing/reserve/\">Come funzionano la prenotazione e l’addebito finale →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">Esempi di richieste</h3><h4>Ailoot Ultra · Anthropic Messages</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Varianti di codice\"><button class=\"cg-tab\" id=\"model-code-2017-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-2017-panel-0\" aria-selected=\"true\" tabindex=\"0\">Corpo JSON minimo completo</button><button class=\"cg-tab\" id=\"model-code-2017-tab-1\" role=\"tab\" type=\"button\" aria-controls=\"model-code-2017-panel-1\" aria-selected=\"false\" tabindex=\"-1\">curl · usa il tuo documento UTF-8</button><button class=\"cg-tab\" id=\"model-code-2017-tab-2\" role=\"tab\" type=\"button\" aria-controls=\"model-code-2017-panel-2\" aria-selected=\"false\" tabindex=\"-1\">Python · salva il risultato completo</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Copia il codice\"><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-2017-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-2017-tab-0\"><pre data-lang=\"json\"><code>{\n  &quot;model&quot;: &quot;openai/o3&quot;,\n  &quot;max_tokens&quot;: 128,\n  &quot;messages&quot;: [\n    {\n      &quot;role&quot;: &quot;user&quot;,\n      &quot;content&quot;: &quot;Summarize the incident report.&quot;\n    }\n  ],\n  &quot;stream&quot;: false\n}</code></pre></div><div class=\"cg-pane\" id=\"model-code-2017-panel-1\" role=\"tabpanel\" aria-labelledby=\"model-code-2017-tab-1\" hidden><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\n: &quot;${AILOOT_TEXT_FILE:?Set your actual UTF-8 document}&quot;\nexport AILOOT_TEXT_FILE\npython3 - &lt;&lt;&#39;PY_REQUEST&#39;\nimport json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ[&#39;AILOOT_TEXT_FILE&#39;])\nif not source_file.is_file():\n    raise SystemExit(&#39;Set AILOOT_TEXT_FILE to your actual UTF-8 document&#39;)\ntext = source_file.read_text(encoding=&#39;utf-8&#39;)\nif not text.strip():\n    raise SystemExit(&#39;Choose a document containing text&#39;)\npayload = {&#39;model&#39;: &#39;openai/o3&#39;, &#39;max_tokens&#39;: 128, &#39;messages&#39;: [{&#39;role&#39;: &#39;user&#39;, &#39;content&#39;: &#39;Summarize the incident report.&#39;}]}\npayload[&#39;messages&#39;][0][&#39;content&#39;] = &#39;Summarize this material and quote supporting source passages.\\n\\n&#39; + text\nPath(&#39;request.json&#39;).write_text(json.dumps(payload, ensure_ascii=False), encoding=&#39;utf-8&#39;)\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/messages \\\n  -H &quot;x-api-key: $AILOOT_API_KEY&quot; -H &#39;anthropic-version: 2023-06-01&#39; -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\n\nresult = json.loads(Path(&#39;result.json&#39;).read_text(encoding=&#39;utf-8&#39;))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\nPY_RESULT\n</code></pre></div><div class=\"cg-pane\" id=\"model-code-2017-panel-2\" role=\"tabpanel\" aria-labelledby=\"model-code-2017-tab-2\" hidden><pre data-lang=\"python\"><code>import json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ[&#39;AILOOT_TEXT_FILE&#39;])\nif not source_file.is_file():\n    raise SystemExit(&#39;Set AILOOT_TEXT_FILE to your actual UTF-8 document&#39;)\ntext = source_file.read_text(encoding=&#39;utf-8&#39;)\nif not text.strip():\n    raise SystemExit(&#39;Choose a document containing text&#39;)\npayload = {&#39;model&#39;: &#39;openai/o3&#39;, &#39;max_tokens&#39;: 128, &#39;messages&#39;: [{&#39;role&#39;: &#39;user&#39;, &#39;content&#39;: &#39;Summarize the incident report.&#39;}]}\npayload[&#39;messages&#39;][0][&#39;content&#39;] = &#39;Summarize this material and quote supporting source passages.\\n\\n&#39; + text\nfrom urllib.request import Request, urlopen\nfrom urllib.error import HTTPError\n\napi_key = os.environ[&#39;AILOOT_API_KEY&#39;]\nif not api_key.strip():\n    raise SystemExit(&#39;Set AILOOT_API_KEY before making a request&#39;)\nheaders = {&#39;x-api-key&#39;: &#39;PLACEHOLDER_KEY&#39;, &#39;anthropic-version&#39;: &#39;2023-06-01&#39;, &#39;Content-Type&#39;: &#39;application/json&#39;}\nheaders[&#39;x-api-key&#39;] = api_key\nrequest = Request(&#39;https://api.ailoot.ai/v1/messages&#39;, data=json.dumps(payload, ensure_ascii=False).encode(&#39;utf-8&#39;), headers=headers, method=&#39;POST&#39;)\ntry:\n    with urlopen(request, timeout=120) as response:\n        raw = response.read()\n        Path(&#39;response-headers.txt&#39;).write_text(str(response.headers), encoding=&#39;utf-8&#39;)\nexcept HTTPError as error:\n    Path(&#39;result.json&#39;).write_bytes(error.read())\n    Path(&#39;response-headers.txt&#39;).write_text(str(error.headers), encoding=&#39;utf-8&#39;)\n    raise\nPath(&#39;result.json&#39;).write_bytes(raw)\nimport json\nfrom pathlib import Path\n\nresult = json.loads(Path(&#39;result.json&#39;).read_text(encoding=&#39;utf-8&#39;))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\n</code></pre></div></div></div></section><section class=\"card-section\" data-card-section=\"results\"><h3 tabindex=\"-1\">Ricevi e salva i risultati</h3><h4>Ailoot Ultra · Anthropic Messages</h4><p class=\"note-s\">JSON o SSE</p><div class=\"card-result-process\" data-all-results><h5>Conserva tutti i risultati completati</h5><p class=\"note-s\">Conserva ogni risposta, file e parte di contenuto restituiti per intero.</p><p class=\"note-s\">Conserva tutti i blocchi di contenuto, le firme di ragionamento e gli ID effettivi di utilizzo degli strumenti. Assembla tutti i delta dei blocchi SSE; il primo blocco di testo non è l’uscita completa.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Se occorre verificare la risposta originale</h5><p class=\"note-s\">Conserva gli ID e le intestazioni di richiesta/risposta. Non viene fornito alcun URL generico per recuperare un’attività testuale.</p></div><details class=\"card-about\" data-output-fields><summary>Campi della risposta</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Campo</th><th>Tipo</th></tr></thead><tbody><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">id</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>string</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>string</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">content[]</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>text|thinking|tool_use|other content block</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">stop_reason</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>string|null</td></tr><tr><th data-cell-label=\"Campo\" scope=\"row\"><span class=\"card-cell-label\">Campo</span><code class=\"card-field-name\">usage</code></th><td data-cell-label=\"Tipo\" data-field-type><span class=\"card-cell-label\">Tipo</span>object</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Errori e passaggi successivi</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Risposta</th><th>Condizione</th><th>Passaggio successivo</th></tr></thead><tbody><tr><th data-cell-label=\"Risposta\" scope=\"row\"><span class=\"card-cell-label\">Risposta</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Condizione\"><span class=\"card-cell-label\">Condizione</span>Campi obbligatori, rappresentazione del materiale o valore del parametro non validi</td><td data-cell-label=\"Passaggio successivo\"><span class=\"card-cell-label\">Passaggio successivo</span>Correggi i campi indicati prima di una nuova richiesta di creazione.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Alias</h3><h4>Alias del modello</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=openai%2Fo3&amp;route=Ultra&amp;caller=o3&amp;fmt=messages\"><code>o3</code></a>, <a href=\"#m=openai%2Fo3&amp;route=Ultra&amp;caller=openai%2Fo3&amp;fmt=messages\"><code>openai/o3</code></a></span></p><h4>Alias dei percorsi dei metodi</h4><p class=\"note-s\"><code>/chat/completions</code></p><h4>ID di chiamata correlati</h4><p class=\"note-s\"><a href=\"#m=openai%2Fo3&amp;route=Ultra&amp;caller=openai%2Fo3&amp;fmt=messages\"><code>openai/o3</code></a>, <a href=\"#m=openai%2Fo3&amp;route=Ultra&amp;caller=o3&amp;fmt=messages\"><code>o3</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "openai/o3",
        "fmt": "messages",
        "http": "POST",
        "path": "/v1/messages",
        "request_model_id": "openai/o3",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|messages|/v1/messages|openai%2Fo3",
      "ordinal": 3,
      "rawMethod": {
        "available": null,
        "cache_read": 1,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "headers": [
                "Authorization: Bearer",
                "x-api-key",
                "anthropic-version"
              ],
              "version_example": "2023-06-01"
            },
            "errors": [
              {
                "code": null,
                "condition": "Campi obbligatori, rappresentazione del materiale o valore del parametro non validi",
                "http_status": 400,
                "recovery": "Correggi i campi indicati prima di una nuova richiesta di creazione.",
                "type": "invalid_request_error"
              }
            ],
            "example_body": {
              "max_tokens": 128,
              "messages": [
                {
                  "content": "Summarize the incident report.",
                  "role": "user"
                }
              ],
              "model": "openai/o3",
              "stream": false
            },
            "lifecycle": {
              "create": {
                "http": "POST",
                "path": "/v1/messages"
              },
              "job_read": null,
              "mode": "synchronous_or_streamed",
              "unknown": "Conserva gli ID e le intestazioni di richiesta/risposta. Non viene fornito alcun URL generico per recuperare un’attività testuale."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "Stringa messages[].content",
                "required_material": "Testo UTF-8"
              }
            ],
            "operation_modes": [
              "synchronous_json",
              "streamed_SSE"
            ],
            "outputs": {
              "all_results": "Conserva tutti i blocchi di contenuto, le firme di ragionamento e gli ID effettivi di utilizzo degli strumenti. Assembla tutti i delta dei blocchi SSE; il primo blocco di testo non è l’uscita completa.",
              "family": "protocol",
              "fields": [
                {
                  "description": null,
                  "name": "id",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "model",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "content[]",
                  "type": "text|thinking|tool_use|other content block"
                },
                {
                  "description": null,
                  "name": "stop_reason",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "JSON o SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "openai/o3"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages",
                "required": true,
                "type": "message[]"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "user",
                  "assistant"
                ],
                "enum_known": true,
                "name": "messages[].role",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].content",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "max_tokens",
                "required": true,
                "type": "integer"
              },
              {
                "availability": "source_interface",
                "default": false,
                "default_known": true,
                "enum": null,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              }
            ],
            "profile_binding": "Documented current stock Messages bridge; optional model capabilities are separate from this minimal text request.",
            "request_schema": {
              "additionalProperties": false,
              "properties": {
                "max_tokens": {
                  "minimum": 1,
                  "type": "integer"
                },
                "messages": {
                  "items": {
                    "additionalProperties": false,
                    "properties": {
                      "content": {
                        "oneOf": [
                          {
                            "type": "string"
                          },
                          {
                            "items": {
                              "oneOf": [
                                {
                                  "properties": {
                                    "text": {
                                      "type": "string"
                                    },
                                    "type": {
                                      "const": "text"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "text"
                                  ],
                                  "type": "object"
                                },
                                {
                                  "properties": {
                                    "source": {
                                      "oneOf": [
                                        {
                                          "properties": {
                                            "type": {
                                              "const": "url"
                                            },
                                            "url": {
                                              "type": "string"
                                            }
                                          },
                                          "required": [
                                            "type",
                                            "url"
                                          ],
                                          "type": "object"
                                        },
                                        {
                                          "properties": {
                                            "data": {
                                              "type": "string"
                                            },
                                            "media_type": {
                                              "type": "string"
                                            },
                                            "type": {
                                              "const": "base64"
                                            }
                                          },
                                          "required": [
                                            "type",
                                            "media_type",
                                            "data"
                                          ],
                                          "type": "object"
                                        }
                                      ]
                                    },
                                    "type": {
                                      "const": "image"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "source"
                                  ],
                                  "type": "object"
                                }
                              ]
                            },
                            "type": "array"
                          }
                        ]
                      },
                      "role": {
                        "enum": [
                          "user",
                          "assistant"
                        ],
                        "type": "string"
                      }
                    },
                    "required": [
                      "role",
                      "content"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "model": {
                  "enum": [
                    "openai/o3"
                  ],
                  "type": "string"
                },
                "stream": {
                  "default": false,
                  "type": "boolean"
                }
              },
              "required": [
                "model",
                "messages",
                "max_tokens"
              ],
              "type": "object"
            },
            "schema_template": {
              "max_tokens": 128,
              "messages": [
                {
                  "content": "Summarize the incident report.",
                  "role": "user"
                }
              ],
              "model": "openai/o3",
              "stream": false
            },
            "unsupported": [
              "No query API key.",
              "Hosted/server-side tools and model-specific optional controls are not part of this minimal family example."
            ]
          },
          "input": {
            "content_type": "application/json",
            "material_types": [
              "text"
            ],
            "optional_controls": [
              "stream"
            ],
            "required": [
              "model",
              "messages",
              "max_tokens"
            ],
            "text_file_material": "Leggi il documento UTF-8 effettivo e inserisci il testo nell’ingresso indicato o nella stringa del contenuto del messaggio."
          },
          "lifecycle": {
            "create": {
              "http": "POST",
              "path": "/v1/messages"
            },
            "job_read": null,
            "mode": "synchronous_or_streamed",
            "unknown": "Keep request/response IDs and headers. No generic text job retrieval URL is supplied."
          },
          "manufacturer_capability": null,
          "method": {
            "http": "POST",
            "path": "/v1/messages"
          },
          "output": {
            "all_results": "Keep all content blocks, thinking signatures and actual tool-use IDs. Assemble all SSE block deltas; a first text block is not the complete output.",
            "family": "protocol",
            "format": "JSON or SSE"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Tariffe di base dei token",
            "units": [
              {
                "amount": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "Fascia 1 di lunghezza della richiesta",
            "units": [
              {
                "amount": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
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            "code": "{\n  \"model\": \"openai/o3\",\n  \"max_tokens\": 128,\n  \"messages\": [\n    {\n      \"role\": \"user\",\n      \"content\": \"Summarize the incident report.\"\n    }\n  ],\n  \"stream\": false\n}",
            "label": "Complete minimal JSON body",
            "language": "json"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\n: \"${AILOOT_TEXT_FILE:?Set your actual UTF-8 document}\"\nexport AILOOT_TEXT_FILE\npython3 - <<'PY_REQUEST'\nimport json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ['AILOOT_TEXT_FILE'])\nif not source_file.is_file():\n    raise SystemExit('Set AILOOT_TEXT_FILE to your actual UTF-8 document')\ntext = source_file.read_text(encoding='utf-8')\nif not text.strip():\n    raise SystemExit('Choose a document containing text')\npayload = {'model': 'openai/o3', 'max_tokens': 128, 'messages': [{'role': 'user', 'content': 'Summarize the incident report.'}]}\npayload['messages'][0]['content'] = 'Summarize this material and quote supporting source passages.\\n\\n' + text\nPath('request.json').write_text(json.dumps(payload, ensure_ascii=False), encoding='utf-8')\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/messages \\\n  -H \"x-api-key: $AILOOT_API_KEY\" -H 'anthropic-version: 2023-06-01' -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\n\nresult = json.loads(Path('result.json').read_text(encoding='utf-8'))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\nPY_RESULT\n",
            "label": "curl · use your UTF-8 document",
            "language": "bash"
          },
          {
            "code": "import json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ['AILOOT_TEXT_FILE'])\nif not source_file.is_file():\n    raise SystemExit('Set AILOOT_TEXT_FILE to your actual UTF-8 document')\ntext = source_file.read_text(encoding='utf-8')\nif not text.strip():\n    raise SystemExit('Choose a document containing text')\npayload = {'model': 'openai/o3', 'max_tokens': 128, 'messages': [{'role': 'user', 'content': 'Summarize the incident report.'}]}\npayload['messages'][0]['content'] = 'Summarize this material and quote supporting source passages.\\n\\n' + text\nfrom urllib.request import Request, urlopen\nfrom urllib.error import HTTPError\n\napi_key = os.environ['AILOOT_API_KEY']\nif not api_key.strip():\n    raise SystemExit('Set AILOOT_API_KEY before making a request')\nheaders = {'x-api-key': 'PLACEHOLDER_KEY', 'anthropic-version': '2023-06-01', 'Content-Type': 'application/json'}\nheaders['x-api-key'] = api_key\nrequest = Request('https://api.ailoot.ai/v1/messages', data=json.dumps(payload, ensure_ascii=False).encode('utf-8'), headers=headers, method='POST')\ntry:\n    with urlopen(request, timeout=120) as response:\n        raw = response.read()\n        Path('response-headers.txt').write_text(str(response.headers), encoding='utf-8')\nexcept HTTPError as error:\n    Path('result.json').write_bytes(error.read())\n    Path('response-headers.txt').write_text(str(error.headers), encoding='utf-8')\n    raise\nPath('result.json').write_bytes(raw)\nimport json\nfrom pathlib import Path\n\nresult = json.loads(Path('result.json').read_text(encoding='utf-8'))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\n",
            "label": "Python · save the complete result",
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        "family": "anthropic",
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    "description": "OpenAI o3 è un modello di ragionamento per matematica, scienza, programmazione, domande visive e scrittura tecnica. Il suo profilo pubblicato accetta testo, immagini e file per risposte testuali, con strumenti, uscite strutturate e una finestra di contesto di 200 000 token.",
    "locale": "it",
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  "practicalHtml": "<h3>Caso pratico</h3><p>Esempio tecnico in inglese</p><pre><code>Evaluate an independent-failure estimate\n\nTwo independent components each fail with probability 0.02 during a mission. The system fails if either component fails. Calculate the system failure probability, explain why adding the two probabilities alone is not exact and state what assumption would need review if the components share a power supply.</code></pre><h4>Risultato atteso</h4><pre><code>A probability expression, a numerical result and a note about the independence assumption.</code></pre><h4>Verificare il risultato</h4><pre><code>Check that simultaneous failures are not counted twice and that shared power is treated as a possible dependence issue.</code></pre>",
  "practicalText": "Caso pratico Esempio tecnico in inglese Evaluate an independent-failure estimate Two independent components each fail with probability 0.02 during a mission. The system fails if either component fails. Calculate the system failure probability, explain why adding the two probabilities alone is not exact and state what assumption would need review if the components share a power supply. Risultato atteso A probability expression, a numerical result and a note about the independence assumption. Verificare il risultato Check that simultaneous failures are not counted twice and that shared power is treated as a possible dependence issue.",
  "rawModel": {
    "about": "OpenAI o3 è un modello di ragionamento che copre attività matematiche, scientifiche, di programmazione e visive. Il suo ruolo pubblicato comprende anche scrittura tecnica e rispetto delle istruzioni. Testo, immagini e file in ingresso supportano testo in uscita, con ragionamento, strumenti basati su funzioni e controlli per l’uscita strutturata nel profilo del servizio che lo ospita.\n\n### Una domanda tecnica con prove identificate\n\nFornite le ipotesi, le quantità e le fonti che determinano il risultato. Per un compito scientifico o matematico, definite i simboli e preservate le unità. Per la programmazione, fornite l’implementazione pertinente, il problema osservato e il comportamento atteso. Chiedete la risposta e le prove o i passaggi necessari per valutarla.\n\nUna domanda visiva può identificare l’oggetto, il grafico o la regione dell’interfaccia rilevanti. Mantenete l’etichetta dell’immagine insieme a ogni osservazione che ne deriva e conservate il materiale scritto di origine che le fornisce contesto. Il risultato deve distinguere ciò che è visibile o dichiarato da un’interpretazione ricavata da diverse fonti.\n\n### Ragionamento, strumenti e struttura del risultato\n\nIl profilo elenca controlli per il ragionamento e strumenti basati su funzioni. Un’applicazione può eseguire un’operazione proposta e fornirne il risultato effettivo prima che il compito prosegua. Conservate calcoli, passaggi recuperati o uscite dei comandi insieme agli ingressi e agli identificatori delle fonti che li rendono esaminabili.\n\nPer l’uscita strutturata, definite campi, tipi e gestione delle informazioni assenti. Convalidate la struttura restituita e i valori sostanziali. Per una spiegazione tecnica, chiedete una conclusione chiara seguita dai passaggi o dalle prove pertinenti alla domanda.\n\n### Contesto per un compito consistente\n\nIl profilo pubblicato del servizio che ospita il modello elenca una finestra di contesto di 200 000 token e fino a 100 000 token di completamento. Riservate spazio per la risposta e organizzate il materiale più ampio in sezioni con un nome. Conservate decisioni e osservazioni consolidate eliminando le ripetizioni non pertinenti.\n\nUn risultato utile di o3 collega la conclusione o l’artefatto tecnico alle sue ipotesi, fonti e verifiche. Conservate queste parti insieme quando trasferite il lavoro a un’analisi o a un passaggio applicativo successivi.",
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        "summary": "Tutte le tariffe della configurazione sono riportate nei dettagli."
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            "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": "Tutte le tariffe della configurazione sono riportate nei dettagli."
      }
    ],
    "ctx": null,
    "entity_type": "model",
    "formats": [
      "chat",
      "messages"
    ],
    "id": "openai/o3",
    "input": [
      "text"
    ],
    "kind": "text",
    "max_out": null,
    "methods": [
      {
        "available": null,
        "cache_read": 1,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "all_results": "Keep every choice and its content/tool calls/reasoning. In SSE assemble deltas by choice/tool index, retain the final finish reason and usage.",
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "header": "Authorization: Bearer"
            },
            "errors": [
              {
                "code": null,
                "condition": "Campi obbligatori, rappresentazione del materiale o valore del parametro non validi",
                "http_status": 400,
                "recovery": "Correggi i campi indicati prima di una nuova richiesta di creazione.",
                "type": "invalid_request_error"
              }
            ],
            "hints": [
              "Model context is not an output cap.",
              "Send the conversation as text messages. Stream must be a boolean; omitted stream defaults to false."
            ],
            "ignored_fields": [],
            "lifecycle": {
              "create": {
                "http": "POST",
                "path": "/v1/chat/completions"
              },
              "job_read": null,
              "mode": "synchronous_or_streamed",
              "unknown": "Conserva gli ID e le intestazioni di richiesta/risposta. Non viene fornito alcun URL generico per recuperare un’attività testuale."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "messages[].content",
                "required_material": "Testo UTF8"
              }
            ],
            "operation_modes": [
              "conversation"
            ],
            "outputs": {
              "all_results": "Conserva ogni scelta con contenuto, chiamate agli strumenti e ragionamento. In SSE assembla i delta per indice di scelta e strumento e conserva il motivo finale di completamento e i dati di utilizzo.",
              "family": "text",
              "fields": [
                {
                  "description": null,
                  "name": "choices[].index",
                  "type": "integer"
                },
                {
                  "description": null,
                  "name": "choices[].message.content",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "choices[].message.tool_calls",
                  "type": "tool_call[]"
                },
                {
                  "description": null,
                  "name": "choices[].message.reasoning_content",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "choices[].message.reasoning_details",
                  "type": "object|array"
                },
                {
                  "description": null,
                  "name": "choices[].finish_reason",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "json o SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "o3"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "min_items": 1,
                "name": "messages",
                "required": true,
                "type": "message[]"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].role",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].content",
                "required": false,
                "type": "string",
                "when": "Conversazione testuale"
              },
              {
                "availability": "source_interface",
                "default": false,
                "default_known": true,
                "enum": null,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              }
            ],
            "profile_binding": "Text conversation at the exact model ID and method path.",
            "unsupported": [
              "additional models/models list",
              "plugins",
              "route",
              "hosted tools; ordinary client function tools remain separate",
              "non-text output modalities",
              "provider.options overrides",
              "one-hour prompt-cache TTL"
            ]
          },
          "hints": [
            "Invia l’ID esatto del modello con messages.",
            "La lunghezza del contesto non è un limite di uscita.",
            "Un file di testo può fornire testo letterale; gli ingressi immagine/audio/oggetto file richiedono un’associazione esatta."
          ],
          "input": {
            "content_type": "application/json",
            "control_scope": "Conversazione testuale; stream è un booleano e per impostazione predefinita vale false.",
            "file_material": "Documento UTF-8 effettivo inserito come testo letterale; nessun ID di file dedotto",
            "hosted_operations": false,
            "material_types": [
              "text"
            ],
            "messages": "Array di messaggi con struttura role/content",
            "multimodal_input_binding": null,
            "optional_controls": [
              "stream"
            ],
            "output_modalities": [
              "text"
            ],
            "required": [
              "model",
              "messages"
            ]
          },
          "lifecycle": {
            "mode": "synchronous_or_streamed",
            "unknown": "preserve original request id; no generic chat job retrieval path"
          },
          "manufacturer_capability": null,
          "method": {
            "http": "POST",
            "path": "/v1/chat/completions"
          },
          "method_aliases": [
            "/chat/completions"
          ],
          "operation_modes": [
            "text_chat"
          ],
          "output": {
            "content": "choices[].message.content or stream delta",
            "family": "text",
            "format": "json or supported SSE",
            "tool_calls": "retain actual returned function calls"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Tariffe di base dei token",
            "units": [
              {
                "amount": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"model\":\"o3\",\"messages\":[{\"role\":\"user\",\"content\":\"hello\"}],\"stream\":false}')\n\nPath(\"request.json\").write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\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\nr=json.loads(Path(\"result.json\").read_text())\nfor x in r.get(\"choices\",[]):\n    if x.get(\"message\",{}).get(\"content\"): print(x[\"message\"][\"content\"])\nPY_RESULT\n",
            "label": "curl · retained exact creation",
            "language": "bash"
          },
          {
            "code": "from openai import OpenAI\nimport os\n\nif not os.environ.get(\"AILOOT_API_KEY\", \"\").strip(): raise SystemExit(\"Set AILOOT_API_KEY before making a request\")\nclient=OpenAI(base_url=\"https://api.ailoot.ai/v1\",api_key=os.environ[\"AILOOT_API_KEY\"],max_retries=0)\nresult=client.chat.completions.create(model=\"o3\", messages=[{\"role\":\"user\",\"content\":\"hello\"}], stream=False)\nimport base64, json\nfrom pathlib import Path\n\ndef save_result(data, stem=\"result\"):\n    # Keep every field, including usage, IDs, reasoning and tool requests.\n    Path(stem + \".json\").write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding=\"utf-8\")\n    print(json.dumps(data, ensure_ascii=False, indent=2))\n    def save_blob(encoded, suffix, label):\n        raw = base64.b64decode(encoded, altchars=b\"-_\", validate=True)\n        ext = \"png\" if raw.startswith(b\"\\x89PNG\\r\\n\\x1a\\n\") else \"jpg\" if raw.startswith(b\"\\xff\\xd8\") else \"webp\" if raw[:4] == b\"RIFF\" and raw[8:12] == b\"WEBP\" else suffix\n        file = Path(stem + \"-\" + label + \".\" + ext)\n        file.write_bytes(raw)\n        print(\"Saved\", file)\n    for index, block in enumerate(data.get(\"content\") or []):\n        print(\"Content\", index, json.dumps(block, ensure_ascii=False))\n    for choice in data.get(\"choices\") or []:\n        print(\"Choice\", choice.get(\"index\"), json.dumps(choice.get(\"message\", choice.get(\"delta\", {})), ensure_ascii=False))\n    for index, item in enumerate(data.get(\"output\") or []):\n        print(\"Output\", index, json.dumps(item, ensure_ascii=False))\n        if item.get(\"type\") == \"image_generation_call\" and item.get(\"result\"):\n            save_blob(item[\"result\"], item.get(\"output_format\") or \"bin\", \"output-\" + str(index))\n    for ci, candidate in enumerate(data.get(\"candidates\") or []):\n        for pi, part in enumerate((candidate.get(\"content\") or {}).get(\"parts\") or []):\n            print(\"Candidate/part\", ci, pi, json.dumps(part, ensure_ascii=False))\n            blob = part.get(\"inlineData\") or part.get(\"inline_data\")\n            if blob and blob.get(\"data\"):\n                mime = blob.get(\"mimeType\") or blob.get(\"mime_type\")\n                suffix = {\"image/png\":\"png\", \"image/jpeg\":\"jpg\", \"image/webp\":\"webp\", \"audio/wav\":\"wav\", \"audio/mpeg\":\"mp3\", \"video/mp4\":\"mp4\"}.get(mime, \"bin\")\n                save_blob(blob[\"data\"], suffix, \"candidate-\" + str(ci) + \"-part-\" + str(pi))\n\nsave_result(result.to_dict(mode=\"json\"))\n",
            "label": "Python SDK · all choices",
            "language": "python"
          }
        ],
        "family": "openai",
        "fast_multiplier": 1,
        "flex_multiplier": 1,
        "fmt": "chat",
        "hints": [
          "Send exact model ID with messages.",
          "Context length is not an output cap.",
          "A text file may supply literal text; image/audio/file-object inputs need exact binding."
        ],
        "http": "POST",
        "in": 4,
        "input": [
          "text"
        ],
        "label": "OpenAI Chat",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [
          "/chat/completions"
        ],
        "out": 16,
        "output": [
          "text"
        ],
        "path": "/v1/chat/completions",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Standard rate",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Standard rate",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Standard rate",
            "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": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "o3",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [
          {
            "cache_read": 1,
            "cache_read_multiplier": null,
            "cache_write": null,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 4,
            "input_multiplier": null,
            "max": null,
            "max_tokens": null,
            "min": 0,
            "min_tokens": 0,
            "out": 16,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.004000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.000004",
            "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": "0.016000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.000016",
            "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": "0.001000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0.000001",
            "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"
          }
        ]
      },
      {
        "available": null,
        "cache_read": 1,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "headers": [
                "Authorization: Bearer",
                "x-api-key",
                "anthropic-version"
              ],
              "version_example": "2023-06-01"
            },
            "errors": [
              {
                "code": null,
                "condition": "Campi obbligatori, rappresentazione del materiale o valore del parametro non validi",
                "http_status": 400,
                "recovery": "Correggi i campi indicati prima di una nuova richiesta di creazione.",
                "type": "invalid_request_error"
              }
            ],
            "example_body": {
              "max_tokens": 128,
              "messages": [
                {
                  "content": "Summarize the incident report.",
                  "role": "user"
                }
              ],
              "model": "o3",
              "stream": false
            },
            "lifecycle": {
              "create": {
                "http": "POST",
                "path": "/v1/messages"
              },
              "job_read": null,
              "mode": "synchronous_or_streamed",
              "unknown": "Conserva gli ID e le intestazioni di richiesta/risposta. Non viene fornito alcun URL generico per recuperare un’attività testuale."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "Stringa messages[].content",
                "required_material": "Testo UTF-8"
              }
            ],
            "operation_modes": [
              "synchronous_json",
              "streamed_SSE"
            ],
            "outputs": {
              "all_results": "Conserva tutti i blocchi di contenuto, le firme di ragionamento e gli ID effettivi di utilizzo degli strumenti. Assembla tutti i delta dei blocchi SSE; il primo blocco di testo non è l’uscita completa.",
              "family": "protocol",
              "fields": [
                {
                  "description": null,
                  "name": "id",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "model",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "content[]",
                  "type": "text|thinking|tool_use|other content block"
                },
                {
                  "description": null,
                  "name": "stop_reason",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "JSON o SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "o3"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages",
                "required": true,
                "type": "message[]"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "user",
                  "assistant"
                ],
                "enum_known": true,
                "name": "messages[].role",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].content",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "max_tokens",
                "required": true,
                "type": "integer"
              },
              {
                "availability": "source_interface",
                "default": false,
                "default_known": true,
                "enum": null,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              }
            ],
            "profile_binding": "Documented current stock Messages bridge; optional model capabilities are separate from this minimal text request.",
            "request_schema": {
              "additionalProperties": false,
              "properties": {
                "max_tokens": {
                  "minimum": 1,
                  "type": "integer"
                },
                "messages": {
                  "items": {
                    "additionalProperties": false,
                    "properties": {
                      "content": {
                        "oneOf": [
                          {
                            "type": "string"
                          },
                          {
                            "items": {
                              "oneOf": [
                                {
                                  "properties": {
                                    "text": {
                                      "type": "string"
                                    },
                                    "type": {
                                      "const": "text"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "text"
                                  ],
                                  "type": "object"
                                },
                                {
                                  "properties": {
                                    "source": {
                                      "oneOf": [
                                        {
                                          "properties": {
                                            "type": {
                                              "const": "url"
                                            },
                                            "url": {
                                              "type": "string"
                                            }
                                          },
                                          "required": [
                                            "type",
                                            "url"
                                          ],
                                          "type": "object"
                                        },
                                        {
                                          "properties": {
                                            "data": {
                                              "type": "string"
                                            },
                                            "media_type": {
                                              "type": "string"
                                            },
                                            "type": {
                                              "const": "base64"
                                            }
                                          },
                                          "required": [
                                            "type",
                                            "media_type",
                                            "data"
                                          ],
                                          "type": "object"
                                        }
                                      ]
                                    },
                                    "type": {
                                      "const": "image"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "source"
                                  ],
                                  "type": "object"
                                }
                              ]
                            },
                            "type": "array"
                          }
                        ]
                      },
                      "role": {
                        "enum": [
                          "user",
                          "assistant"
                        ],
                        "type": "string"
                      }
                    },
                    "required": [
                      "role",
                      "content"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "model": {
                  "enum": [
                    "o3"
                  ],
                  "type": "string"
                },
                "stream": {
                  "default": false,
                  "type": "boolean"
                }
              },
              "required": [
                "model",
                "messages",
                "max_tokens"
              ],
              "type": "object"
            },
            "schema_template": {
              "max_tokens": 128,
              "messages": [
                {
                  "content": "Summarize the incident report.",
                  "role": "user"
                }
              ],
              "model": "o3",
              "stream": false
            },
            "unsupported": [
              "No query API key.",
              "Hosted/server-side tools and model-specific optional controls are not part of this minimal family example."
            ]
          },
          "input": {
            "content_type": "application/json",
            "material_types": [
              "text"
            ],
            "optional_controls": [
              "stream"
            ],
            "required": [
              "model",
              "messages",
              "max_tokens"
            ],
            "text_file_material": "Leggi il documento UTF-8 effettivo e inserisci il testo nell’ingresso indicato o nella stringa del contenuto del messaggio."
          },
          "lifecycle": {
            "create": {
              "http": "POST",
              "path": "/v1/messages"
            },
            "job_read": null,
            "mode": "synchronous_or_streamed",
            "unknown": "Keep request/response IDs and headers. No generic text job retrieval URL is supplied."
          },
          "manufacturer_capability": null,
          "method": {
            "http": "POST",
            "path": "/v1/messages"
          },
          "output": {
            "all_results": "Keep all content blocks, thinking signatures and actual tool-use IDs. Assemble all SSE block deltas; a first text block is not the complete output.",
            "family": "protocol",
            "format": "JSON or SSE"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Tariffe di base dei token",
            "units": [
              {
                "amount": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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\": \"o3\",\n  \"max_tokens\": 128,\n  \"messages\": [\n    {\n      \"role\": \"user\",\n      \"content\": \"Summarize the incident report.\"\n    }\n  ],\n  \"stream\": false\n}",
            "label": "Complete minimal JSON body",
            "language": "json"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\n: \"${AILOOT_TEXT_FILE:?Set your actual UTF-8 document}\"\nexport AILOOT_TEXT_FILE\npython3 - <<'PY_REQUEST'\nimport json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ['AILOOT_TEXT_FILE'])\nif not source_file.is_file():\n    raise SystemExit('Set AILOOT_TEXT_FILE to your actual UTF-8 document')\ntext = source_file.read_text(encoding='utf-8')\nif not text.strip():\n    raise SystemExit('Choose a document containing text')\npayload = {'model': 'o3', 'max_tokens': 128, 'messages': [{'role': 'user', 'content': 'Summarize the incident report.'}]}\npayload['messages'][0]['content'] = 'Summarize this material and quote supporting source passages.\\n\\n' + text\nPath('request.json').write_text(json.dumps(payload, ensure_ascii=False), encoding='utf-8')\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/messages \\\n  -H \"x-api-key: $AILOOT_API_KEY\" -H 'anthropic-version: 2023-06-01' -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\n\nresult = json.loads(Path('result.json').read_text(encoding='utf-8'))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\nPY_RESULT\n",
            "label": "curl · use your UTF-8 document",
            "language": "bash"
          },
          {
            "code": "import json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ['AILOOT_TEXT_FILE'])\nif not source_file.is_file():\n    raise SystemExit('Set AILOOT_TEXT_FILE to your actual UTF-8 document')\ntext = source_file.read_text(encoding='utf-8')\nif not text.strip():\n    raise SystemExit('Choose a document containing text')\npayload = {'model': 'o3', 'max_tokens': 128, 'messages': [{'role': 'user', 'content': 'Summarize the incident report.'}]}\npayload['messages'][0]['content'] = 'Summarize this material and quote supporting source passages.\\n\\n' + text\nfrom urllib.request import Request, urlopen\nfrom urllib.error import HTTPError\n\napi_key = os.environ['AILOOT_API_KEY']\nif not api_key.strip():\n    raise SystemExit('Set AILOOT_API_KEY before making a request')\nheaders = {'x-api-key': 'PLACEHOLDER_KEY', 'anthropic-version': '2023-06-01', 'Content-Type': 'application/json'}\nheaders['x-api-key'] = api_key\nrequest = Request('https://api.ailoot.ai/v1/messages', data=json.dumps(payload, ensure_ascii=False).encode('utf-8'), headers=headers, method='POST')\ntry:\n    with urlopen(request, timeout=120) as response:\n        raw = response.read()\n        Path('response-headers.txt').write_text(str(response.headers), encoding='utf-8')\nexcept HTTPError as error:\n    Path('result.json').write_bytes(error.read())\n    Path('response-headers.txt').write_text(str(error.headers), encoding='utf-8')\n    raise\nPath('result.json').write_bytes(raw)\nimport json\nfrom pathlib import Path\n\nresult = json.loads(Path('result.json').read_text(encoding='utf-8'))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\n",
            "label": "Python · save the complete result",
            "language": "python"
          }
        ],
        "family": "anthropic",
        "fast_multiplier": 1,
        "flex_multiplier": 1,
        "fmt": "messages",
        "http": "POST",
        "in": 4,
        "input": [
          "text"
        ],
        "label": "Anthropic Messages",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [],
        "out": 16,
        "output": [
          "json",
          "sse"
        ],
        "path": "/v1/messages",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Standard rate",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Standard rate",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Standard rate",
            "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": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "o3",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [
          {
            "cache_read": 1,
            "cache_read_multiplier": null,
            "cache_write": null,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 4,
            "input_multiplier": null,
            "max": null,
            "max_tokens": null,
            "min": 0,
            "min_tokens": 0,
            "out": 16,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.004000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.000004",
            "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": "0.016000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.000016",
            "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": "0.001000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0.000001",
            "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"
          }
        ]
      },
      {
        "available": null,
        "cache_read": 1,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "all_results": "Keep every choice and its content/tool calls/reasoning. In SSE assemble deltas by choice/tool index, retain the final finish reason and usage.",
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "header": "Authorization: Bearer"
            },
            "errors": [
              {
                "code": null,
                "condition": "Campi obbligatori, rappresentazione del materiale o valore del parametro non validi",
                "http_status": 400,
                "recovery": "Correggi i campi indicati prima di una nuova richiesta di creazione.",
                "type": "invalid_request_error"
              }
            ],
            "hints": [
              "Model context is not an output cap.",
              "A model-dependent field needs the exact published model profile; unspecified defaults/enums are not guessed.",
              "Tool calls propose actions; the client application returns actual observations with the returned call ID.",
              "Guarded canonical keys must occur once; duplicate or case-varied model/tools/cap fields are rejected."
            ],
            "ignored_fields": [],
            "lifecycle": {
              "create": {
                "http": "POST",
                "path": "/v1/chat/completions"
              },
              "job_read": null,
              "mode": "synchronous_or_streamed",
              "unknown": "Conserva gli ID e le intestazioni di richiesta/risposta. Non viene fornito alcun URL generico per recuperare un’attività testuale."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "messages[].content",
                "required_material": "Testo UTF8"
              }
            ],
            "operation_modes": [
              "conversation",
              "function_tool_continuation",
              "streaming"
            ],
            "outputs": {
              "all_results": "Conserva ogni scelta con contenuto, chiamate agli strumenti e ragionamento. In SSE assembla i delta per indice di scelta e strumento e conserva il motivo finale di completamento e i dati di utilizzo.",
              "family": "text",
              "fields": [
                {
                  "description": null,
                  "name": "choices[].index",
                  "type": "integer"
                },
                {
                  "description": null,
                  "name": "choices[].message.content",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "choices[].message.tool_calls",
                  "type": "tool_call[]"
                },
                {
                  "description": null,
                  "name": "choices[].message.reasoning_content",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "choices[].message.reasoning_details",
                  "type": "object|array"
                },
                {
                  "description": null,
                  "name": "choices[].finish_reason",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "json o SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "openai/o3"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "min_items": 1,
                "name": "messages",
                "required": true,
                "type": "message[]"
              },
              {
                "availability": "model_dependent",
                "conditions": "Questi ruoli sono rappresentati esplicitamente dai tipi di compatibilità del codice sorgente; l’insieme esatto dei ruoli rimane specifico del modello.",
                "default": null,
                "default_known": false,
                "enum": [
                  "system",
                  "user",
                  "assistant",
                  "tool",
                  "function"
                ],
                "enum_exhaustive": false,
                "enum_known": true,
                "name": "messages[].role",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].content",
                "required": false,
                "type": "string|content_part[]|null"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].tool_calls",
                "required": false,
                "type": "tool_call[]"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].tool_call_id",
                "required": false,
                "type": "string",
                "when": "role=tool; usa l’ID effettivamente restituito"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].name",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].reasoning_content",
                "required": false,
                "type": "string",
                "when": "Reinserisci il ragionamento effettivamente restituito quando il modello lo utilizza"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].reasoning_details",
                "required": false,
                "type": "object|array"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "minimum": 1,
                "name": "max_tokens",
                "required": false,
                "type": "integer"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "minimum": 1,
                "name": "max_completion_tokens",
                "required": false,
                "type": "integer"
              },
              {
                "availability": "source_interface",
                "default": false,
                "default_known": true,
                "enum": null,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "stream_options.include_usage",
                "required": false,
                "type": "boolean"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "temperature",
                "required": false,
                "type": "number"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "top_p",
                "required": false,
                "type": "number"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "stop",
                "required": false,
                "type": "string|string[]"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tools",
                "required": false,
                "type": "function_tool[]"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": [
                  "function"
                ],
                "enum_known": true,
                "name": "tools[].type",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tools[].function.name",
                "required": true,
                "type": "string",
                "when": "Funzione fornita come strumento"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tools[].function.description",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tools[].function.parameters",
                "required": false,
                "type": "JSON_schema"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "tool_choice",
                "required": false,
                "type": "string|object"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "parallel_tool_calls",
                "required": false,
                "type": "boolean"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "response_format",
                "required": false,
                "type": "object"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "reasoning_effort",
                "required": false,
                "type": "string"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "reasoning",
                "required": false,
                "type": "object"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "service_tier",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_compatibility",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "instructions",
                "required": false,
                "type": "string"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "functions",
                "required": false,
                "type": "function[]"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "function_call",
                "required": false,
                "type": "string|object"
              },
              {
                "availability": "model_dependent",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "prompt_cache_options",
                "required": false,
                "type": "object"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "text"
                ],
                "enum_known": true,
                "name": "modalities",
                "required": false,
                "type": "string[]"
              },
              {
                "availability": "source_interface",
                "conditions": "provider.options viene rifiutato su questa rotta testuale Ultra",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "provider",
                "required": false,
                "type": "object"
              },
              {
                "availability": "source_interface",
                "conditions": "1h viene rifiutato nelle posizioni effettive della cache dei prompt",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "cache_control.ttl",
                "required": false,
                "type": "string"
              }
            ],
            "profile_binding": "Exact existing Ailoot model and method; interface constraints below do not assert provider qualification.",
            "unsupported": [
              "additional models/models list",
              "plugins",
              "route",
              "hosted tools; ordinary client function tools remain separate",
              "non-text output modalities",
              "provider.options overrides",
              "one-hour prompt-cache TTL"
            ]
          },
          "hints": [
            "Invia l’ID esatto del modello con messages.",
            "La lunghezza del contesto non è un limite di uscita.",
            "Un file di testo può fornire testo letterale; gli ingressi immagine/audio/oggetto file richiedono un’associazione esatta."
          ],
          "input": {
            "content_type": "application/json",
            "control_scope": "Specifico del modello; gli strumenti di funzione dell’utente differiscono dagli strumenti ospitati",
            "file_material": "Documento UTF-8 effettivo inserito come testo letterale; nessun ID di file dedotto",
            "hosted_operations": false,
            "material_types": [
              "text"
            ],
            "messages": "Array di messaggi con struttura role/content",
            "multimodal_input_binding": null,
            "optional_controls": [
              "stream",
              "temperature",
              "top_p",
              "stop",
              "max_tokens",
              "max_completion_tokens",
              "reasoning",
              "response_format",
              "tools",
              "tool_choice"
            ],
            "output_modalities": [
              "text"
            ],
            "required": [
              "model",
              "messages"
            ]
          },
          "lifecycle": {
            "mode": "synchronous_or_streamed",
            "unknown": "preserve original request id; no generic chat job retrieval path"
          },
          "manufacturer_capability": null,
          "method": {
            "http": "POST",
            "path": "/v1/chat/completions"
          },
          "method_aliases": [],
          "operation_modes": [
            "text_chat"
          ],
          "output": {
            "content": "choices[].message.content or stream delta",
            "family": "text",
            "format": "json or supported SSE",
            "tool_calls": "retain actual returned function calls"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Tariffe di base dei token",
            "units": [
              {
                "amount": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "Fascia 1 di lunghezza della richiesta",
            "units": [
              {
                "amount": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"model\": \"openai/o3\", \"messages\": [{\"role\": \"user\", \"content\": \"Explain the difference between an observation and a hypothesis in three sentences.\"}]}')\n\nPath(\"request.json\").write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\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\nr=json.loads(Path(\"result.json\").read_text())\nfor x in r.get(\"choices\",[]):\n    if x.get(\"message\",{}).get(\"content\"): print(x[\"message\"][\"content\"])\nPY_RESULT\n",
            "label": "curl · retained exact creation",
            "language": "bash"
          },
          {
            "code": "from openai import OpenAI\nimport os\n\nif not os.environ.get(\"AILOOT_API_KEY\", \"\").strip(): raise SystemExit(\"Set AILOOT_API_KEY before making a request\")\nclient=OpenAI(base_url=\"https://api.ailoot.ai/v1\",api_key=os.environ[\"AILOOT_API_KEY\"],max_retries=0)\nresult=client.chat.completions.create(model='openai/o3',messages=[{\"role\":\"user\",\"content\":\"Explain observations and hypotheses in three sentences.\"}])\nimport base64, json\nfrom pathlib import Path\n\ndef save_result(data, stem=\"result\"):\n    # Keep every field, including usage, IDs, reasoning and tool requests.\n    Path(stem + \".json\").write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding=\"utf-8\")\n    print(json.dumps(data, ensure_ascii=False, indent=2))\n    def save_blob(encoded, suffix, label):\n        raw = base64.b64decode(encoded, altchars=b\"-_\", validate=True)\n        ext = \"png\" if raw.startswith(b\"\\x89PNG\\r\\n\\x1a\\n\") else \"jpg\" if raw.startswith(b\"\\xff\\xd8\") else \"webp\" if raw[:4] == b\"RIFF\" and raw[8:12] == b\"WEBP\" else suffix\n        file = Path(stem + \"-\" + label + \".\" + ext)\n        file.write_bytes(raw)\n        print(\"Saved\", file)\n    for index, block in enumerate(data.get(\"content\") or []):\n        print(\"Content\", index, json.dumps(block, ensure_ascii=False))\n    for choice in data.get(\"choices\") or []:\n        print(\"Choice\", choice.get(\"index\"), json.dumps(choice.get(\"message\", choice.get(\"delta\", {})), ensure_ascii=False))\n    for index, item in enumerate(data.get(\"output\") or []):\n        print(\"Output\", index, json.dumps(item, ensure_ascii=False))\n        if item.get(\"type\") == \"image_generation_call\" and item.get(\"result\"):\n            save_blob(item[\"result\"], item.get(\"output_format\") or \"bin\", \"output-\" + str(index))\n    for ci, candidate in enumerate(data.get(\"candidates\") or []):\n        for pi, part in enumerate((candidate.get(\"content\") or {}).get(\"parts\") or []):\n            print(\"Candidate/part\", ci, pi, json.dumps(part, ensure_ascii=False))\n            blob = part.get(\"inlineData\") or part.get(\"inline_data\")\n            if blob and blob.get(\"data\"):\n                mime = blob.get(\"mimeType\") or blob.get(\"mime_type\")\n                suffix = {\"image/png\":\"png\", \"image/jpeg\":\"jpg\", \"image/webp\":\"webp\", \"audio/wav\":\"wav\", \"audio/mpeg\":\"mp3\", \"video/mp4\":\"mp4\"}.get(mime, \"bin\")\n                save_blob(blob[\"data\"], suffix, \"candidate-\" + str(ci) + \"-part-\" + str(pi))\n\nsave_result(result.to_dict(mode=\"json\"))\n",
            "label": "Python SDK · all choices",
            "language": "python"
          },
          {
            "code": "from openai import OpenAI\nimport os\nfrom pathlib import Path\n\nif not os.environ.get(\"AILOOT_API_KEY\", \"\").strip(): raise SystemExit(\"Set AILOOT_API_KEY before making a request\")\nclient=OpenAI(base_url=\"https://api.ailoot.ai/v1\",api_key=os.environ[\"AILOOT_API_KEY\"],max_retries=0)\nimport base64, json\nfrom pathlib import Path\n\ndef save_result(data, stem=\"result\"):\n    # Keep every field, including usage, IDs, reasoning and tool requests.\n    Path(stem + \".json\").write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding=\"utf-8\")\n    print(json.dumps(data, ensure_ascii=False, indent=2))\n    def save_blob(encoded, suffix, label):\n        raw = base64.b64decode(encoded, altchars=b\"-_\", validate=True)\n        ext = \"png\" if raw.startswith(b\"\\x89PNG\\r\\n\\x1a\\n\") else \"jpg\" if raw.startswith(b\"\\xff\\xd8\") else \"webp\" if raw[:4] == b\"RIFF\" and raw[8:12] == b\"WEBP\" else suffix\n        file = Path(stem + \"-\" + label + \".\" + ext)\n        file.write_bytes(raw)\n        print(\"Saved\", file)\n    for index, block in enumerate(data.get(\"content\") or []):\n        print(\"Content\", index, json.dumps(block, ensure_ascii=False))\n    for choice in data.get(\"choices\") or []:\n        print(\"Choice\", choice.get(\"index\"), json.dumps(choice.get(\"message\", choice.get(\"delta\", {})), ensure_ascii=False))\n    for index, item in enumerate(data.get(\"output\") or []):\n        print(\"Output\", index, json.dumps(item, ensure_ascii=False))\n        if item.get(\"type\") == \"image_generation_call\" and item.get(\"result\"):\n            save_blob(item[\"result\"], item.get(\"output_format\") or \"bin\", \"output-\" + str(index))\n    for ci, candidate in enumerate(data.get(\"candidates\") or []):\n        for pi, part in enumerate((candidate.get(\"content\") or {}).get(\"parts\") or []):\n            print(\"Candidate/part\", ci, pi, json.dumps(part, ensure_ascii=False))\n            blob = part.get(\"inlineData\") or part.get(\"inline_data\")\n            if blob and blob.get(\"data\"):\n                mime = blob.get(\"mimeType\") or blob.get(\"mime_type\")\n                suffix = {\"image/png\":\"png\", \"image/jpeg\":\"jpg\", \"image/webp\":\"webp\", \"audio/wav\":\"wav\", \"audio/mpeg\":\"mp3\", \"video/mp4\":\"mp4\"}.get(mime, \"bin\")\n                save_blob(blob[\"data\"], suffix, \"candidate-\" + str(ci) + \"-part-\" + str(pi))\n\nwith client.chat.completions.stream(model='openai/o3',messages=[{\"role\":\"user\",\"content\":\"Explain observations and hypotheses in three sentences.\"}]) as stream:\n    with Path(\"stream-events.jsonl\").open(\"w\",encoding=\"utf-8\") as log:\n        for event in stream:\n            payload=event.to_dict(mode=\"json\")\n            log.write(json.dumps(payload,ensure_ascii=False)+\"\\n\"); log.flush()\n            print(json.dumps(payload,ensure_ascii=False))\n    final=stream.get_final_completion()\n    save_result(final.to_dict(mode=\"json\"),\"stream-result\")\n",
            "label": "Python SDK streaming · all events",
            "language": "python"
          }
        ],
        "family": "openai",
        "fast_multiplier": 1,
        "flex_multiplier": 1,
        "fmt": "chat",
        "hints": [
          "Send exact model ID with messages.",
          "Context length is not an output cap.",
          "A text file may supply literal text; image/audio/file-object inputs need exact binding."
        ],
        "http": "POST",
        "in": 4,
        "input": [
          "text"
        ],
        "label": "OpenAI Chat",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [],
        "out": 16,
        "output": [
          "text"
        ],
        "path": "/v1/chat/completions",
        "price_conditions": [
          {
            "label": "Modalità rapida",
            "value": "Tariffa standard",
            "when": "Quando è selezionata la modalità rapida"
          },
          {
            "label": "Modalità flex",
            "value": "Tariffa standard",
            "when": "Quando è selezionata la modalità flex"
          },
          {
            "label": "Sforzo massimo di ragionamento",
            "value": "Tariffa standard",
            "when": "Quando lo sforzo massimo di ragionamento usa l'adeguamento predefinito (default)"
          }
        ],
        "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": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "openai/o3",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [
          {
            "cache_read": 1,
            "cache_read_multiplier": null,
            "cache_write": null,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 4,
            "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": 16,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.004000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.000004",
            "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": "0.016000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.000016",
            "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": "0.001000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0.000001",
            "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"
          }
        ]
      },
      {
        "available": null,
        "cache_read": 1,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "headers": [
                "Authorization: Bearer",
                "x-api-key",
                "anthropic-version"
              ],
              "version_example": "2023-06-01"
            },
            "errors": [
              {
                "code": null,
                "condition": "Campi obbligatori, rappresentazione del materiale o valore del parametro non validi",
                "http_status": 400,
                "recovery": "Correggi i campi indicati prima di una nuova richiesta di creazione.",
                "type": "invalid_request_error"
              }
            ],
            "example_body": {
              "max_tokens": 128,
              "messages": [
                {
                  "content": "Summarize the incident report.",
                  "role": "user"
                }
              ],
              "model": "openai/o3",
              "stream": false
            },
            "lifecycle": {
              "create": {
                "http": "POST",
                "path": "/v1/messages"
              },
              "job_read": null,
              "mode": "synchronous_or_streamed",
              "unknown": "Conserva gli ID e le intestazioni di richiesta/risposta. Non viene fornito alcun URL generico per recuperare un’attività testuale."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "Stringa messages[].content",
                "required_material": "Testo UTF-8"
              }
            ],
            "operation_modes": [
              "synchronous_json",
              "streamed_SSE"
            ],
            "outputs": {
              "all_results": "Conserva tutti i blocchi di contenuto, le firme di ragionamento e gli ID effettivi di utilizzo degli strumenti. Assembla tutti i delta dei blocchi SSE; il primo blocco di testo non è l’uscita completa.",
              "family": "protocol",
              "fields": [
                {
                  "description": null,
                  "name": "id",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "model",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "content[]",
                  "type": "text|thinking|tool_use|other content block"
                },
                {
                  "description": null,
                  "name": "stop_reason",
                  "type": "string|null"
                },
                {
                  "description": null,
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "JSON o SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "openai/o3"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages",
                "required": true,
                "type": "message[]"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "user",
                  "assistant"
                ],
                "enum_known": true,
                "name": "messages[].role",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "messages[].content",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "max_tokens",
                "required": true,
                "type": "integer"
              },
              {
                "availability": "source_interface",
                "default": false,
                "default_known": true,
                "enum": null,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              }
            ],
            "profile_binding": "Documented current stock Messages bridge; optional model capabilities are separate from this minimal text request.",
            "request_schema": {
              "additionalProperties": false,
              "properties": {
                "max_tokens": {
                  "minimum": 1,
                  "type": "integer"
                },
                "messages": {
                  "items": {
                    "additionalProperties": false,
                    "properties": {
                      "content": {
                        "oneOf": [
                          {
                            "type": "string"
                          },
                          {
                            "items": {
                              "oneOf": [
                                {
                                  "properties": {
                                    "text": {
                                      "type": "string"
                                    },
                                    "type": {
                                      "const": "text"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "text"
                                  ],
                                  "type": "object"
                                },
                                {
                                  "properties": {
                                    "source": {
                                      "oneOf": [
                                        {
                                          "properties": {
                                            "type": {
                                              "const": "url"
                                            },
                                            "url": {
                                              "type": "string"
                                            }
                                          },
                                          "required": [
                                            "type",
                                            "url"
                                          ],
                                          "type": "object"
                                        },
                                        {
                                          "properties": {
                                            "data": {
                                              "type": "string"
                                            },
                                            "media_type": {
                                              "type": "string"
                                            },
                                            "type": {
                                              "const": "base64"
                                            }
                                          },
                                          "required": [
                                            "type",
                                            "media_type",
                                            "data"
                                          ],
                                          "type": "object"
                                        }
                                      ]
                                    },
                                    "type": {
                                      "const": "image"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "source"
                                  ],
                                  "type": "object"
                                }
                              ]
                            },
                            "type": "array"
                          }
                        ]
                      },
                      "role": {
                        "enum": [
                          "user",
                          "assistant"
                        ],
                        "type": "string"
                      }
                    },
                    "required": [
                      "role",
                      "content"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "model": {
                  "enum": [
                    "openai/o3"
                  ],
                  "type": "string"
                },
                "stream": {
                  "default": false,
                  "type": "boolean"
                }
              },
              "required": [
                "model",
                "messages",
                "max_tokens"
              ],
              "type": "object"
            },
            "schema_template": {
              "max_tokens": 128,
              "messages": [
                {
                  "content": "Summarize the incident report.",
                  "role": "user"
                }
              ],
              "model": "openai/o3",
              "stream": false
            },
            "unsupported": [
              "No query API key.",
              "Hosted/server-side tools and model-specific optional controls are not part of this minimal family example."
            ]
          },
          "input": {
            "content_type": "application/json",
            "material_types": [
              "text"
            ],
            "optional_controls": [
              "stream"
            ],
            "required": [
              "model",
              "messages",
              "max_tokens"
            ],
            "text_file_material": "Leggi il documento UTF-8 effettivo e inserisci il testo nell’ingresso indicato o nella stringa del contenuto del messaggio."
          },
          "lifecycle": {
            "create": {
              "http": "POST",
              "path": "/v1/messages"
            },
            "job_read": null,
            "mode": "synchronous_or_streamed",
            "unknown": "Keep request/response IDs and headers. No generic text job retrieval URL is supplied."
          },
          "manufacturer_capability": null,
          "method": {
            "http": "POST",
            "path": "/v1/messages"
          },
          "output": {
            "all_results": "Keep all content blocks, thinking signatures and actual tool-use IDs. Assemble all SSE block deltas; a first text block is not the complete output.",
            "family": "protocol",
            "format": "JSON or SSE"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Tariffe di base dei token",
            "units": [
              {
                "amount": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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": "Fascia 1 di lunghezza della richiesta",
            "units": [
              {
                "amount": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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\": \"openai/o3\",\n  \"max_tokens\": 128,\n  \"messages\": [\n    {\n      \"role\": \"user\",\n      \"content\": \"Summarize the incident report.\"\n    }\n  ],\n  \"stream\": false\n}",
            "label": "Complete minimal JSON body",
            "language": "json"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\n: \"${AILOOT_TEXT_FILE:?Set your actual UTF-8 document}\"\nexport AILOOT_TEXT_FILE\npython3 - <<'PY_REQUEST'\nimport json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ['AILOOT_TEXT_FILE'])\nif not source_file.is_file():\n    raise SystemExit('Set AILOOT_TEXT_FILE to your actual UTF-8 document')\ntext = source_file.read_text(encoding='utf-8')\nif not text.strip():\n    raise SystemExit('Choose a document containing text')\npayload = {'model': 'openai/o3', 'max_tokens': 128, 'messages': [{'role': 'user', 'content': 'Summarize the incident report.'}]}\npayload['messages'][0]['content'] = 'Summarize this material and quote supporting source passages.\\n\\n' + text\nPath('request.json').write_text(json.dumps(payload, ensure_ascii=False), encoding='utf-8')\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/messages \\\n  -H \"x-api-key: $AILOOT_API_KEY\" -H 'anthropic-version: 2023-06-01' -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\n\nresult = json.loads(Path('result.json').read_text(encoding='utf-8'))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\nPY_RESULT\n",
            "label": "curl · use your UTF-8 document",
            "language": "bash"
          },
          {
            "code": "import json, os\nfrom pathlib import Path\n\nsource_file = Path(os.environ['AILOOT_TEXT_FILE'])\nif not source_file.is_file():\n    raise SystemExit('Set AILOOT_TEXT_FILE to your actual UTF-8 document')\ntext = source_file.read_text(encoding='utf-8')\nif not text.strip():\n    raise SystemExit('Choose a document containing text')\npayload = {'model': 'openai/o3', 'max_tokens': 128, 'messages': [{'role': 'user', 'content': 'Summarize the incident report.'}]}\npayload['messages'][0]['content'] = 'Summarize this material and quote supporting source passages.\\n\\n' + text\nfrom urllib.request import Request, urlopen\nfrom urllib.error import HTTPError\n\napi_key = os.environ['AILOOT_API_KEY']\nif not api_key.strip():\n    raise SystemExit('Set AILOOT_API_KEY before making a request')\nheaders = {'x-api-key': 'PLACEHOLDER_KEY', 'anthropic-version': '2023-06-01', 'Content-Type': 'application/json'}\nheaders['x-api-key'] = api_key\nrequest = Request('https://api.ailoot.ai/v1/messages', data=json.dumps(payload, ensure_ascii=False).encode('utf-8'), headers=headers, method='POST')\ntry:\n    with urlopen(request, timeout=120) as response:\n        raw = response.read()\n        Path('response-headers.txt').write_text(str(response.headers), encoding='utf-8')\nexcept HTTPError as error:\n    Path('result.json').write_bytes(error.read())\n    Path('response-headers.txt').write_text(str(error.headers), encoding='utf-8')\n    raise\nPath('result.json').write_bytes(raw)\nimport json\nfrom pathlib import Path\n\nresult = json.loads(Path('result.json').read_text(encoding='utf-8'))\nprint(json.dumps(result, ensure_ascii=False, indent=2))\n",
            "label": "Python · save the complete result",
            "language": "python"
          }
        ],
        "family": "anthropic",
        "fast_multiplier": 1,
        "flex_multiplier": 1,
        "fmt": "messages",
        "http": "POST",
        "in": 4,
        "input": [
          "text"
        ],
        "label": "Anthropic Messages",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [],
        "out": 16,
        "output": [
          "json",
          "sse"
        ],
        "path": "/v1/messages",
        "price_conditions": [
          {
            "label": "Modalità rapida",
            "value": "Tariffa standard",
            "when": "Quando è selezionata la modalità rapida"
          },
          {
            "label": "Modalità flex",
            "value": "Tariffa standard",
            "when": "Quando è selezionata la modalità flex"
          },
          {
            "label": "Sforzo massimo di ragionamento",
            "value": "Tariffa standard",
            "when": "Quando lo sforzo massimo di ragionamento usa l'adeguamento predefinito (default)"
          }
        ],
        "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": "0.004000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.000004",
                "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": "0.016000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000016",
                "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": "0.001000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.000001",
                "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"
              }
            ]
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