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  "aboutHtml": "<p>Ministral 3 3B Instruct 2512 is de kleinste op instructies afgestemde editie van de Ministral 3-familie van Mistral AI. De maker positioneert het model voor compacte toepassingen op basis van instructies, waaronder beeldbijschriften, tekstclassificatie, gegevensextractie, vertaling en korte content. Het uitgebrachte checkpoint gebruikt FP8-precisie en combineert tekstverwerking met een component voor visuele invoer.</p><p>Modelcomponenten en mogelijkheden</p><p>De modelkaart vermeldt een taalmodel met 3,4 miljard parameters en een visuele encoder met 0,4 miljard parameters. Er is een contextvenster van 256k gedocumenteerd, met in de gebruiksnotities een standaard ingestelde lengte van 262.144. Deze aantallen gelden voor de 3B-editie en niet voor de 8B- of 14B-modellen binnen de familie. Het model accepteert tekst en afbeeldingen en genereert tekst, waaronder records in JSON-formaat of voorgestelde functieaanroepen.</p><p>De maker beschrijft meertalige ondersteuning voor tientallen talen, waaronder Engels, Frans, Spaans, Duits, Italiaans, Portugees, Nederlands, Chinees, Japans, Koreaans en Arabisch. Ook benadrukt hij het volgen van systeemprompts. Geef de vereiste uitvoertaal op en de labels of termen die ongewijzigd moeten blijven. Zo blijft een vertaalde uitleg of een geëxtraheerd record aansluiten op het beoogde gebruik van de toepassing.</p><p>Gerichte classificatie en extractie</p><p>Geef voor een classificatietaak de toegestane labels, de regel die ze van elkaar onderscheidt en het te classificeren bericht. Vraag om één gekozen label en een korte toelichting die op het aangeleverde bericht berust. Zijn de labels ambigu, definieer dan welke informatie het onderscheid maakt in plaats van alleen op hun namen te vertrouwen. Dit levert een compact resultaat op dat consequent in een grotere workflow kan worden gebruikt.</p><p>Vermeld voor extractie de velden en hun typen en geef aan hoe ontbrekende informatie moet worden weergegeven. Een verzoek kan vragen om een artikelidentificatie, de expliciet beschreven toestand en de actie waar de gebruiker om vraagt. Vereis de oorspronkelijke formulering als de precieze woorden van belang zijn, of een genormaliseerde waarde als de toepassing de normalisatieregel aanlevert. JSON-uitvoer ordent het resultaat; het veldontwerp blijft onderdeel van de taak en is geen ingebouwd universeel schema.</p><p>De modelkaart noemt ook beeldbijschriften en het genereren van korte content. Bepaal voor een bijschrift welk aspect van de afbeelding moet worden beschreven en voor welk publiek. Geef voor een korte uitleg de feiten die behouden moeten blijven en de gewenste lengte. Een ondersteunend antwoord kan de oorspronkelijke vraag en aangeleverde richtlijnen gebruiken om een beknopte vervolgstap te geven, inclusief de voorwaarde waaronder die van toepassing is.</p><p>Visuele en meertalige voorbereiding</p><p>Combineer een afbeelding met een duidelijke tekstvraag. Bewaar bij een documentveld het label, de waarde en de omliggende context die nodig is om het veld te interpreteren. Geef bij een objectbeschrijving aan welk zichtbaar kenmerk belangrijk is. De maker beveelt beeldverhoudingen dicht bij 1:1 aan en raadt zeer smalle of brede invoer af; snijd waar nodig bij zonder het bewijsmateriaal weg te nemen waarop de vraag berust.</p><p>Geef voor vertaling de oorspronkelijke tekst, de doeltaal en een eventuele terminologielijst. Vraag om de vertaalde passage afzonderlijk van een optionele toelichting. Een meertalige classificatietaak kan toepassingslabels ongewijzigd houden en het gekozen label uitleggen in de taal van de lezer. Dit zijn afgebakende resultaten, geen verzoek om losjes over een bericht of afbeelding te praten.</p><p>Tools en aanbevolen instellingen</p><p>Met native functieaanroepen kan een toepassing het gesprek verbinden met een beschreven bewerking. Het model stelt de functieargumenten op, de toepassing voert de functie uit en het resultaat dient als informatie voor het volgende antwoord. Een opzoekfunctie kan een ontbrekende waarde leveren, of een rekentool kan werken met waarden die uit een afbeelding zijn gehaald. Het tekstmodel voert de functie zelf niet uit door alleen de naam en argumenten te produceren.</p><p>De maker beveelt een systeeminstructie aan die de omgeving en het gebruiksdoel definieert, inclusief richtlijnen voor tools. Houd toolbeschrijvingen helder en beperk de set tot de minimaal benodigde relevante bewerkingen. Voor een gespecialiseerde assistent is een expliciete extractie- of opzoektaak vaak eenvoudiger te interpreteren dan een prompt met veel ongerelateerde functies zonder selectieregel.</p><p>De modelkaart geeft advies voor een lage temperatuur: lager dan 0.1 voor dagelijks gebruik en gebruik in productie, en in een afzonderlijke samplingnotitie een begintemperatuur van 0.1 voor de meeste toepassingen. Hogere waarden kunnen worden onderzocht voor creatieve content. Deze aanbevelingen hebben elk hun eigen toepassingsgebied; ze garanderen niet dat één samplinginstelling elke geëxtraheerde waarde of classificatie correct maakt.</p><p>Editie- en contextgrenzen</p><p>Ministral 3 heeft voor elke modelgrootte afzonderlijke Base-, Instruct- en Reasoning-releases. Deze vermelding betreft het Instruct 2512-checkpoint, niet een automatisch ingeschakelde redeneermodus of het vooraf getrainde basismodel. De maker noemt specialisatie en verdere afstemming als mogelijke toepassingen, terwijl ook de huidige instructietaak een duidelijk omschreven invoer, regels en uitvoer nodig heeft.</p><p>Houd relevant bronmateriaal en het gesprek binnen de ingestelde context en vraag om het compacte resultaat dat de volgende toepassingsstap nodig heeft. De gebruiksnotities staan toe de ingestelde contextlengte te verkleinen voor taken die niet het volledige venster vereisen. Een generatievoorbeeld van 512 tokens en een grote toegestane generatieomvang in een voorbeeld zijn geen afzonderlijk gedocumenteerde maximale uitvoercapaciteiten. Beeldgeneratie, audio-uitvoer en externe acties vereisen andere componenten naast dit model dat tekstresultaten levert.</p>",
  "aboutText": "Ministral 3 3B Instruct 2512 is de kleinste op instructies afgestemde editie van de Ministral 3-familie van Mistral AI. De maker positioneert het model voor compacte toepassingen op basis van instructies, waaronder beeldbijschriften, tekstclassificatie, gegevensextractie, vertaling en korte content. Het uitgebrachte checkpoint gebruikt FP8-precisie en combineert tekstverwerking met een component voor visuele invoer.\n\nModelcomponenten en mogelijkheden\n\nDe modelkaart vermeldt een taalmodel met 3,4 miljard parameters en een visuele encoder met 0,4 miljard parameters. Er is een contextvenster van 256k gedocumenteerd, met in de gebruiksnotities een standaard ingestelde lengte van 262.144. Deze aantallen gelden voor de 3B-editie en niet voor de 8B- of 14B-modellen binnen de familie. Het model accepteert tekst en afbeeldingen en genereert tekst, waaronder records in JSON-formaat of voorgestelde functieaanroepen.\n\nDe maker beschrijft meertalige ondersteuning voor tientallen talen, waaronder Engels, Frans, Spaans, Duits, Italiaans, Portugees, Nederlands, Chinees, Japans, Koreaans en Arabisch. Ook benadrukt hij het volgen van systeemprompts. Geef de vereiste uitvoertaal op en de labels of termen die ongewijzigd moeten blijven. Zo blijft een vertaalde uitleg of een geëxtraheerd record aansluiten op het beoogde gebruik van de toepassing.\n\nGerichte classificatie en extractie\n\nGeef voor een classificatietaak de toegestane labels, de regel die ze van elkaar onderscheidt en het te classificeren bericht. Vraag om één gekozen label en een korte toelichting die op het aangeleverde bericht berust. Zijn de labels ambigu, definieer dan welke informatie het onderscheid maakt in plaats van alleen op hun namen te vertrouwen. Dit levert een compact resultaat op dat consequent in een grotere workflow kan worden gebruikt.\n\nVermeld voor extractie de velden en hun typen en geef aan hoe ontbrekende informatie moet worden weergegeven. Een verzoek kan vragen om een artikelidentificatie, de expliciet beschreven toestand en de actie waar de gebruiker om vraagt. Vereis de oorspronkelijke formulering als de precieze woorden van belang zijn, of een genormaliseerde waarde als de toepassing de normalisatieregel aanlevert. JSON-uitvoer ordent het resultaat; het veldontwerp blijft onderdeel van de taak en is geen ingebouwd universeel schema.\n\nDe modelkaart noemt ook beeldbijschriften en het genereren van korte content. Bepaal voor een bijschrift welk aspect van de afbeelding moet worden beschreven en voor welk publiek. Geef voor een korte uitleg de feiten die behouden moeten blijven en de gewenste lengte. Een ondersteunend antwoord kan de oorspronkelijke vraag en aangeleverde richtlijnen gebruiken om een beknopte vervolgstap te geven, inclusief de voorwaarde waaronder die van toepassing is.\n\nVisuele en meertalige voorbereiding\n\nCombineer een afbeelding met een duidelijke tekstvraag. Bewaar bij een documentveld het label, de waarde en de omliggende context die nodig is om het veld te interpreteren. Geef bij een objectbeschrijving aan welk zichtbaar kenmerk belangrijk is. De maker beveelt beeldverhoudingen dicht bij 1:1 aan en raadt zeer smalle of brede invoer af; snijd waar nodig bij zonder het bewijsmateriaal weg te nemen waarop de vraag berust.\n\nGeef voor vertaling de oorspronkelijke tekst, de doeltaal en een eventuele terminologielijst. Vraag om de vertaalde passage afzonderlijk van een optionele toelichting. Een meertalige classificatietaak kan toepassingslabels ongewijzigd houden en het gekozen label uitleggen in de taal van de lezer. Dit zijn afgebakende resultaten, geen verzoek om losjes over een bericht of afbeelding te praten.\n\nTools en aanbevolen instellingen\n\nMet native functieaanroepen kan een toepassing het gesprek verbinden met een beschreven bewerking. Het model stelt de functieargumenten op, de toepassing voert de functie uit en het resultaat dient als informatie voor het volgende antwoord. Een opzoekfunctie kan een ontbrekende waarde leveren, of een rekentool kan werken met waarden die uit een afbeelding zijn gehaald. Het tekstmodel voert de functie zelf niet uit door alleen de naam en argumenten te produceren.\n\nDe maker beveelt een systeeminstructie aan die de omgeving en het gebruiksdoel definieert, inclusief richtlijnen voor tools. Houd toolbeschrijvingen helder en beperk de set tot de minimaal benodigde relevante bewerkingen. Voor een gespecialiseerde assistent is een expliciete extractie- of opzoektaak vaak eenvoudiger te interpreteren dan een prompt met veel ongerelateerde functies zonder selectieregel.\n\nDe modelkaart geeft advies voor een lage temperatuur: lager dan 0.1 voor dagelijks gebruik en gebruik in productie, en in een afzonderlijke samplingnotitie een begintemperatuur van 0.1 voor de meeste toepassingen. Hogere waarden kunnen worden onderzocht voor creatieve content. Deze aanbevelingen hebben elk hun eigen toepassingsgebied; ze garanderen niet dat één samplinginstelling elke geëxtraheerde waarde of classificatie correct maakt.\n\nEditie- en contextgrenzen\n\nMinistral 3 heeft voor elke modelgrootte afzonderlijke Base-, Instruct- en Reasoning-releases. Deze vermelding betreft het Instruct 2512-checkpoint, niet een automatisch ingeschakelde redeneermodus of het vooraf getrainde basismodel. De maker noemt specialisatie en verdere afstemming als mogelijke toepassingen, terwijl ook de huidige instructietaak een duidelijk omschreven invoer, regels en uitvoer nodig heeft.\n\nHoud relevant bronmateriaal en het gesprek binnen de ingestelde context en vraag om het compacte resultaat dat de volgende toepassingsstap nodig heeft. De gebruiksnotities staan toe de ingestelde contextlengte te verkleinen voor taken die niet het volledige venster vereisen. Een generatievoorbeeld van 512 tokens en een grote toegestane generatieomvang in een voorbeeld zijn geen afzonderlijk gedocumenteerde maximale uitvoercapaciteiten. Beeldgeneratie, audio-uitvoer en externe acties vereisen andere componenten naast dit model dat tekstresultaten levert.",
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      "practical_html": "<h3>Praktische taak</h3><p>Technisch voorbeeld in het Engels</p><pre><code>Extract a return-request record\n\nExtract the item code, stated condition and requested action from this message: &#x27;Hello, the handle of kettle KT8 is loose. It arrived today. Please arrange an exchange, not a refund.&#x27; Return those three fields and quote the wording supporting the requested action. Use &#x27;not supplied&#x27; for any field absent from the message.</code></pre><h4>Verwacht resultaat</h4><pre><code>A compact three-field extraction record plus the supporting request quote.</code></pre><h4>Resultaat controleren</h4><pre><code>Check that exchange is retained as the request and is not rewritten as a completed action.</code></pre>"
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      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">•</span><h2 id=\"sheet-title\">Mistral: Ministral 3 3B 2512</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Sluiten\">×</button></div><div class=\"idline\"><span>Mistral /</span><code>mistralai/ministral-3b-2512</code><button type=\"button\" id=\"copy-id\">ID kopiëren</button></div><nav class=\"card-jump-nav\" aria-label=\"Onderdelen van de modelkaart\"><button type=\"button\" data-card-jump=\"overview\">Aan de slag</button><button type=\"button\" data-card-jump=\"methods\">Invoer en methoden</button><button type=\"button\" data-card-jump=\"pricing\">Tarieven</button><button type=\"button\" data-card-jump=\"examples\">Voorbeelden</button><button type=\"button\" data-card-jump=\"results\">Resultaten</button><button type=\"button\" data-card-jump=\"aliases\">Aliasnamen</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"API-methoden\"><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|mistralai%2Fministral-3b-2512\">Chat</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|mistralai%2Fministral-3b-2512\">Messages</button></div><div id=\"card-method-content\" role=\"tabpanel\" aria-labelledby=\"card-method-tab-0\"><section class=\"card-section\" data-card-section=\"overview\"><h3 tabindex=\"-1\">Aan de slag</h3><p class=\"mdesc-full\">Ministral 3 3B Instruct 2512 is een compact meertalig tekst- en beeldmodel voor classificatie, gegevensextractie, beeldbijschriften en korte content. De taalcomponent met 3,4 miljard parameters en de visuele encoder met 0,4 miljard parameters ondersteunen systeeminstructies, JSON, functieaanroepen en een door de maker opgegeven context van 256k.</p><dl class=\"card-io\" data-card-io><div><dt>Toegestane invoer</dt><dd>Tekst</dd></div><div><dt>Resultaten</dt><dd>Tekst</dd></div></dl><details class=\"card-about\"><summary>Over het model</summary><p class=\"note-s\" data-model-method-boundary>Deze beschrijving gaat over de mogelijkheden van het model. De via Ailoot beschikbare invoer, uitvoer en opties staan hieronder voor de geselecteerde methode.</p><div class=\"mabout\" id=\"m-about\"><p>Ministral 3 3B Instruct 2512 is de kleinste op instructies afgestemde editie van de Ministral 3-familie van Mistral AI. De maker positioneert het model voor compacte toepassingen op basis van instructies, waaronder beeldbijschriften, tekstclassificatie, gegevensextractie, vertaling en korte content. Het uitgebrachte checkpoint gebruikt FP8-precisie en combineert tekstverwerking met een component voor visuele invoer.</p><p>Modelcomponenten en mogelijkheden</p><p>De modelkaart vermeldt een taalmodel met 3,4 miljard parameters en een visuele encoder met 0,4 miljard parameters. Er is een contextvenster van 256k gedocumenteerd, met in de gebruiksnotities een standaard ingestelde lengte van 262.144. Deze aantallen gelden voor de 3B-editie en niet voor de 8B- of 14B-modellen binnen de familie. Het model accepteert tekst en afbeeldingen en genereert tekst, waaronder records in JSON-formaat of voorgestelde functieaanroepen.</p><p>De maker beschrijft meertalige ondersteuning voor tientallen talen, waaronder Engels, Frans, Spaans, Duits, Italiaans, Portugees, Nederlands, Chinees, Japans, Koreaans en Arabisch. Ook benadrukt hij het volgen van systeemprompts. Geef de vereiste uitvoertaal op en de labels of termen die ongewijzigd moeten blijven. Zo blijft een vertaalde uitleg of een geëxtraheerd record aansluiten op het beoogde gebruik van de toepassing.</p><p>Gerichte classificatie en extractie</p><p>Geef voor een classificatietaak de toegestane labels, de regel die ze van elkaar onderscheidt en het te classificeren bericht. Vraag om één gekozen label en een korte toelichting die op het aangeleverde bericht berust. Zijn de labels ambigu, definieer dan welke informatie het onderscheid maakt in plaats van alleen op hun namen te vertrouwen. Dit levert een compact resultaat op dat consequent in een grotere workflow kan worden gebruikt.</p><p>Vermeld voor extractie de velden en hun typen en geef aan hoe ontbrekende informatie moet worden weergegeven. Een verzoek kan vragen om een artikelidentificatie, de expliciet beschreven toestand en de actie waar de gebruiker om vraagt. Vereis de oorspronkelijke formulering als de precieze woorden van belang zijn, of een genormaliseerde waarde als de toepassing de normalisatieregel aanlevert. JSON-uitvoer ordent het resultaat; het veldontwerp blijft onderdeel van de taak en is geen ingebouwd universeel schema.</p><p>De modelkaart noemt ook beeldbijschriften en het genereren van korte content. Bepaal voor een bijschrift welk aspect van de afbeelding moet worden beschreven en voor welk publiek. Geef voor een korte uitleg de feiten die behouden moeten blijven en de gewenste lengte. Een ondersteunend antwoord kan de oorspronkelijke vraag en aangeleverde richtlijnen gebruiken om een beknopte vervolgstap te geven, inclusief de voorwaarde waaronder die van toepassing is.</p><p>Visuele en meertalige voorbereiding</p><p>Combineer een afbeelding met een duidelijke tekstvraag. Bewaar bij een documentveld het label, de waarde en de omliggende context die nodig is om het veld te interpreteren. Geef bij een objectbeschrijving aan welk zichtbaar kenmerk belangrijk is. De maker beveelt beeldverhoudingen dicht bij 1:1 aan en raadt zeer smalle of brede invoer af; snijd waar nodig bij zonder het bewijsmateriaal weg te nemen waarop de vraag berust.</p><p>Geef voor vertaling de oorspronkelijke tekst, de doeltaal en een eventuele terminologielijst. Vraag om de vertaalde passage afzonderlijk van een optionele toelichting. Een meertalige classificatietaak kan toepassingslabels ongewijzigd houden en het gekozen label uitleggen in de taal van de lezer. Dit zijn afgebakende resultaten, geen verzoek om losjes over een bericht of afbeelding te praten.</p><p>Tools en aanbevolen instellingen</p><p>Met native functieaanroepen kan een toepassing het gesprek verbinden met een beschreven bewerking. Het model stelt de functieargumenten op, de toepassing voert de functie uit en het resultaat dient als informatie voor het volgende antwoord. Een opzoekfunctie kan een ontbrekende waarde leveren, of een rekentool kan werken met waarden die uit een afbeelding zijn gehaald. Het tekstmodel voert de functie zelf niet uit door alleen de naam en argumenten te produceren.</p><p>De maker beveelt een systeeminstructie aan die de omgeving en het gebruiksdoel definieert, inclusief richtlijnen voor tools. Houd toolbeschrijvingen helder en beperk de set tot de minimaal benodigde relevante bewerkingen. Voor een gespecialiseerde assistent is een expliciete extractie- of opzoektaak vaak eenvoudiger te interpreteren dan een prompt met veel ongerelateerde functies zonder selectieregel.</p><p>De modelkaart geeft advies voor een lage temperatuur: lager dan 0.1 voor dagelijks gebruik en gebruik in productie, en in een afzonderlijke samplingnotitie een begintemperatuur van 0.1 voor de meeste toepassingen. Hogere waarden kunnen worden onderzocht voor creatieve content. Deze aanbevelingen hebben elk hun eigen toepassingsgebied; ze garanderen niet dat één samplinginstelling elke geëxtraheerde waarde of classificatie correct maakt.</p><p>Editie- en contextgrenzen</p><p>Ministral 3 heeft voor elke modelgrootte afzonderlijke Base-, Instruct- en Reasoning-releases. Deze vermelding betreft het Instruct 2512-checkpoint, niet een automatisch ingeschakelde redeneermodus of het vooraf getrainde basismodel. De maker noemt specialisatie en verdere afstemming als mogelijke toepassingen, terwijl ook de huidige instructietaak een duidelijk omschreven invoer, regels en uitvoer nodig heeft.</p><p>Houd relevant bronmateriaal en het gesprek binnen de ingestelde context en vraag om het compacte resultaat dat de volgende toepassingsstap nodig heeft. De gebruiksnotities staan toe de ingestelde contextlengte te verkleinen voor taken die niet het volledige venster vereisen. Een generatievoorbeeld van 512 tokens en een grote toegestane generatieomvang in een voorbeeld zijn geen afzonderlijk gedocumenteerde maximale uitvoercapaciteiten. Beeldgeneratie, audio-uitvoer en externe acties vereisen andere componenten naast dit model dat tekstresultaten levert.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Beschikbaar in Ailoot · invoer en methoden</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>Invoertypen</dt><dd><code>text</code></dd></div><div><dt>Uitvoertypen</dt><dd><code>text</code></dd></div><div><dt>Uitvoerformaat</dt><dd>json of SSE</dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Veld</th><th>Type</th><th>Vereiste</th><th>Waarden en limieten</th><th>Standaard</th></tr></thead><tbody><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>mistralai/ministral-3b-2512</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">messages</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>message[]</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>Minimumaantal items: 1</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">messages[].role</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>Voorbeelden: system, user, assistant, tool, function</div><div>Voorwaarden: Deze rollen worden expliciet weergegeven door compatibiliteitstypen in de broncode; de exacte rollenverzameling van het model blijft modelspecifiek.</div><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">messages[].content</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string|content_part[]|null</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">messages[].tool_calls</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>tool_call[]</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">messages[].tool_call_id</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>Geldt wanneer: role=tool; gebruik het werkelijk teruggegeven ID</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">messages[].name</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">messages[].reasoning_content</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>Geldt wanneer: Stuur de werkelijk teruggegeven redeneringen terug wanneer dit model ze gebruikt</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">messages[].reasoning_details</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>object|array</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">max_tokens</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>integer</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>Minimum: 1</div><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">max_completion_tokens</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>integer</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>Minimum: 1</div><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">stream</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>boolean</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span></td><td data-cell-label=\"Standaard\" data-default=\"known\"><span class=\"card-cell-label\">Standaard</span>false</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">stream_options.include_usage</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>boolean</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">temperature</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>number</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">top_p</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>number</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">stop</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string|string[]</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">tools</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>function_tool[]</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">tools[].type</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>function</div><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">tools[].function.name</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>Geldt wanneer: functietool opgegeven</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">tools[].function.description</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">tools[].function.parameters</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>JSON_schema</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">tool_choice</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string|object</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">parallel_tool_calls</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>boolean</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">response_format</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>object</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">reasoning_effort</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">reasoning</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>object</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">service_tier</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_compatibility\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">instructions</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div class=\"note-s\">Compatibiliteitsveld</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">functions</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>function[]</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">function_call</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string|object</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">prompt_cache_options</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>object</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div class=\"note-s\">Afhankelijk van het model</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">modalities</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string[]</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>text</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">provider</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>object</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>Voorwaarden: provider.options wordt op deze Ultra-tekstroute geweigerd</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">cache_control.ttl</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>Voorwaarden: 1h wordt op de daadwerkelijke locaties voor promptcaching geweigerd</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr></tbody></table></div><details class=\"card-about\" data-material-combinations><summary>Combinaties van invoermaterialen</summary><p class=\"note-s\"><b>Tekst</b> · UTF8-tekst</p><p class=\"note-s\"><code>messages[].content</code></p></details><details class=\"note-s\" data-method-contract><summary>Methodeparameters en levenscyclus</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parameter</th><th>Contract</th></tr></thead><tbody><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>content_type</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>application/json</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>required</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>model, messages</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>material_types</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>text</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>messages</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>berichtenarray met de structuur role/content</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>file_material</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>werkelijk UTF-8-document ingevoegd als letterlijke tekst; er wordt geen bestands-ID afgeleid</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>optional_controls</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>stream, temperature, top_p, stop, max_tokens, max_completion_tokens, reasoning, response_format, tools, tool_choice</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>control_scope</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>modelspecifiek; functietools van de gebruiker verschillen van gehoste tools</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>output_modalities</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>text</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>hosted_operations</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>false</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>multimodal_input_binding</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>null</td></tr></tbody></table></div><p>Levenscyclus: <code>synchronous_or_streamed</code></p><p class=\"note-s\">Stuur het exacte model-ID mee met messages.</p><p class=\"note-s\">Contextlengte is geen uitvoerlimiet.</p><p class=\"note-s\">Een tekstbestand kan letterlijke tekst aanleveren; beeld-, audio- en bestandsobjectinvoer vereisen een exacte koppeling.</p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Tarieven</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Tariefverwijzingen voegen geen verzoekopties toe. Ondersteunde parameters staan bij de geselecteerde methode.</p><dl data-price-conditions><dt>Snelle modus</dt><dd>Standaardtarief <span class=\"note-s\">Wanneer de snelle modus is geselecteerd</span></dd><dt>Flexmodus</dt><dd>Standaardtarief <span class=\"note-s\">Wanneer de modus flex is geselecteerd</span></dd><dt>Maximale redeneerinspanning</dt><dd>Standaardtarief <span class=\"note-s\">Wanneer bij maximale redeneerinspanning de default-aanpassing wordt gebruikt</span></dd></dl></div><div data-declared-tariff-pricing><h4>Ailoot-tarieven</h4><h4>Prijzen per configuratie</h4><p class=\"note-s\">Koppel elke kostenpost aan de getoonde voorwaarden. Gebruik één tarief voor elke groep alternatieve configuraties.</p><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Configuratie</th><th>Tariefstaffel</th><th>Contexttokens, meer dan</th><th>Contexttokens, tot en met</th><th>Kosten</th></tr></thead><tbody><tr><th data-cell-label=\"Configuratie\" scope=\"row\"><span class=\"card-cell-label\">Configuratie</span>Basistarieven voor tokens</th><td data-cell-label=\"Tariefstaffel\"><span class=\"card-cell-label\">Tariefstaffel</span>Basistarief</td><td data-cell-label=\"Contexttokens, meer dan\"><span class=\"card-cell-label\">Contexttokens, meer dan</span>—</td><td data-cell-label=\"Contexttokens, tot en met\"><span class=\"card-cell-label\">Contexttokens, tot en met</span>Geen bovengrens</td><td data-cell-label=\"Kosten\"><span class=\"card-cell-label\">Kosten</span><div><span>Invoer · Invoertokens</span> <b>$0.00066</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Uitvoer · Uitvoertokens</span> <b>$0.00066</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache lezen</span> <b>$0.00002</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven</span> <b>$0</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven, 1 uur</span> <b>—</b> <span class=\"price-unit\">/ 1K tokens</span></div></td></tr><tr><th data-cell-label=\"Configuratie\" scope=\"row\"><span class=\"card-cell-label\">Configuratie</span>Niveau 1 voor aanvraaglengte</th><td data-cell-label=\"Tariefstaffel\"><span class=\"card-cell-label\">Tariefstaffel</span>—</td><td data-cell-label=\"Contexttokens, meer dan\"><span class=\"card-cell-label\">Contexttokens, meer dan</span>0</td><td data-cell-label=\"Contexttokens, tot en met\"><span class=\"card-cell-label\">Contexttokens, tot en met</span>Geen bovengrens</td><td data-cell-label=\"Kosten\"><span class=\"card-cell-label\">Kosten</span><div><span>Invoer · Invoertokens</span> <b>$0.00066</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Uitvoer · Uitvoertokens</span> <b>$0.00066</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache lezen</span> <b>$0.00002</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven</span> <b>$0</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven, 1 uur</span> <b>—</b> <span class=\"price-unit\">/ 1K tokens</span></div></td></tr></tbody></table></div></div><p class=\"note-s\">Ailoot reserveert vóór een verzoek een geschat bedrag. Na het resultaat worden de uiteindelijke kosten afgerekend op basis van het gemeten verbruik. Bij streaming gebeurt de afrekening op basis van de definitieve verbruiksregistratie. <a href=\"/docs/nl/billing/reserve/\">Zo werken reservering en afrekening →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">Voorbeeldverzoeken</h3><h4>Ailoot Ultra · OpenAI Chat</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Codevarianten\"><button class=\"cg-tab\" id=\"model-code-1897-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1897-panel-0\" aria-selected=\"true\" tabindex=\"0\">curl</button><button class=\"cg-tab\" id=\"model-code-1897-tab-1\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1897-panel-1\" aria-selected=\"false\" tabindex=\"-1\">Python SDK</button><button class=\"cg-tab\" id=\"model-code-1897-tab-2\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1897-panel-2\" aria-selected=\"false\" tabindex=\"-1\">Python-stream</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Code kopiëren\"><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-1897-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-1897-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;mistralai/ministral-3b-2512&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-1897-panel-1\" role=\"tabpanel\" aria-labelledby=\"model-code-1897-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;mistralai/ministral-3b-2512&#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-1897-panel-2\" role=\"tabpanel\" aria-labelledby=\"model-code-1897-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;mistralai/ministral-3b-2512&#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\">Resultaten ophalen en opslaan</h3><h4>Ailoot Ultra · OpenAI Chat</h4><p class=\"note-s\">json of SSE</p><div class=\"card-result-process\" data-all-results><h5>Alle voltooide resultaten bewaren</h5><p class=\"note-s\">Bewaar elk volledig teruggegeven antwoord, bestand en inhoudsonderdeel.</p><p class=\"note-s\">Bewaar elke keuze en de bijbehorende inhoud, toolaanroepen en redeneringen. Voeg in SSE delta’s samen per keuze-/toolindex en bewaar de uiteindelijke reden van beëindiging en de verbruiksgegevens.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Als het oorspronkelijke antwoord moet worden gecontroleerd</h5><p class=\"note-s\">Bewaar aanvraag-/antwoord-ID’s en headers. Er wordt geen algemene URL meegeleverd om teksttaken op te halen.</p></div><details class=\"card-about\" data-output-fields><summary>Antwoordvelden</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Veld</th><th>Type</th></tr></thead><tbody><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">choices[].index</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>integer</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">choices[].message.content</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>string|null</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">choices[].message.tool_calls</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>tool_call[]</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">choices[].message.reasoning_content</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>string</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">choices[].message.reasoning_details</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>object|array</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">choices[].finish_reason</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>string|null</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">usage</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>object</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Fouten en vervolgstappen</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Antwoord</th><th>Voorwaarde</th><th>Volgende stap</th></tr></thead><tbody><tr><th data-cell-label=\"Antwoord\" scope=\"row\"><span class=\"card-cell-label\">Antwoord</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Voorwaarde\"><span class=\"card-cell-label\">Voorwaarde</span>Verplichte velden, de materiaalrepresentatie of een parameterwaarde zijn ongeldig</td><td data-cell-label=\"Volgende stap\"><span class=\"card-cell-label\">Volgende stap</span>Corrigeer de aangegeven velden vóór een nieuwe aanmaakaanvraag.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Aliasnamen</h3><h4>Modelaliasnamen</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=mistralai%2Fministral-3b-2512&amp;route=Ultra&amp;caller=mistralai%2Fministral-3b-2512&amp;fmt=chat\"><code>mistralai/ministral-3b-2512</code></a></span></p><h4>Aliasnamen voor methodepaden</h4><p class=\"note-s\">Gebruik de hierboven getoonde methodepaden.</p><h4>Gerelateerde aanroeper-ID’s</h4><p class=\"note-s\"><a href=\"#m=mistralai%2Fministral-3b-2512&amp;route=Ultra&amp;caller=mistralai%2Fministral-3b-2512&amp;fmt=chat\"><code>mistralai/ministral-3b-2512</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "mistralai/ministral-3b-2512",
        "fmt": "chat",
        "http": "POST",
        "path": "/v1/chat/completions",
        "request_model_id": "mistralai/ministral-3b-2512",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|chat|/v1/chat/completions|mistralai%2Fministral-3b-2512",
      "ordinal": 0,
      "rawMethod": {
        "available": null,
        "cache_read": 0.02,
        "cache_write": 0,
        "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": "Verplichte velden, de materiaalrepresentatie of een parameterwaarde zijn ongeldig",
                "http_status": 400,
                "recovery": "Corrigeer de aangegeven velden vóór een nieuwe aanmaakaanvraag.",
                "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": "Bewaar aanvraag-/antwoord-ID’s en headers. Er wordt geen algemene URL meegeleverd om teksttaken op te halen."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "messages[].content",
                "required_material": "UTF8-tekst"
              }
            ],
            "operation_modes": [
              "conversation",
              "function_tool_continuation",
              "streaming"
            ],
            "outputs": {
              "all_results": "Bewaar elke keuze en de bijbehorende inhoud, toolaanroepen en redeneringen. Voeg in SSE delta’s samen per keuze-/toolindex en bewaar de uiteindelijke reden van beëindiging en de verbruiksgegevens.",
              "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 of SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "mistralai/ministral-3b-2512"
                ],
                "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": "Deze rollen worden expliciet weergegeven door compatibiliteitstypen in de broncode; de exacte rollenverzameling van het model blijft modelspecifiek.",
                "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; gebruik het werkelijk teruggegeven ID"
              },
              {
                "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": "Stuur de werkelijk teruggegeven redeneringen terug wanneer dit model ze gebruikt"
              },
              {
                "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": "functietool opgegeven"
              },
              {
                "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 wordt op deze Ultra-tekstroute geweigerd",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "provider",
                "required": false,
                "type": "object"
              },
              {
                "availability": "source_interface",
                "conditions": "1h wordt op de daadwerkelijke locaties voor promptcaching geweigerd",
                "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": [
            "Stuur het exacte model-ID mee met messages.",
            "Contextlengte is geen uitvoerlimiet.",
            "Een tekstbestand kan letterlijke tekst aanleveren; beeld-, audio- en bestandsobjectinvoer vereisen een exacte koppeling."
          ],
          "input": {
            "content_type": "application/json",
            "control_scope": "modelspecifiek; functietools van de gebruiker verschillen van gehoste tools",
            "file_material": "werkelijk UTF-8-document ingevoegd als letterlijke tekst; er wordt geen bestands-ID afgeleid",
            "hosted_operations": false,
            "material_types": [
              "text"
            ],
            "messages": "berichtenarray met de structuur 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": "Basistarieven voor tokens",
            "units": [
              {
                "amount": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000002",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "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": "Niveau 1 voor aanvraaglengte",
            "units": [
              {
                "amount": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000002",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "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\": \"mistralai/ministral-3b-2512\", \"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='mistralai/ministral-3b-2512',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='mistralai/ministral-3b-2512',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": 0.66,
        "input": [
          "text"
        ],
        "label": "OpenAI Chat",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [],
        "out": 0.66,
        "output": [
          "text"
        ],
        "path": "/v1/chat/completions",
        "price_conditions": [
          {
            "label": "Snelle modus",
            "value": "Standaardtarief",
            "when": "Wanneer de snelle modus is geselecteerd"
          },
          {
            "label": "Flexmodus",
            "value": "Standaardtarief",
            "when": "Wanneer de modus flex is geselecteerd"
          },
          {
            "label": "Maximale redeneerinspanning",
            "value": "Standaardtarief",
            "when": "Wanneer bij maximale redeneerinspanning de default-aanpassing wordt gebruikt"
          }
        ],
        "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000002",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000002",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "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": "mistralai/ministral-3b-2512",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [
          {
            "cache_read": 0.02,
            "cache_read_multiplier": null,
            "cache_write": 0,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 0.66,
            "input_multiplier": null,
            "interval_boundary": "min_exclusive_max_inclusive",
            "max": null,
            "max_tokens": null,
            "min": 0,
            "min_tokens": 0,
            "null_rate_policy": "unknown or inherited; never zero",
            "out": 0.66,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.00066000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.00000066",
            "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": "0.00066000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.00000066",
            "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": "0.00002000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0.00000002",
            "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": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": "0",
            "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\">•</span><h2 id=\"sheet-title\">Mistral: Ministral 3 3B 2512</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Sluiten\">×</button></div><div class=\"idline\"><span>Mistral /</span><code>mistralai/ministral-3b-2512</code><button type=\"button\" id=\"copy-id\">ID kopiëren</button></div><nav class=\"card-jump-nav\" aria-label=\"Onderdelen van de modelkaart\"><button type=\"button\" data-card-jump=\"overview\">Aan de slag</button><button type=\"button\" data-card-jump=\"methods\">Invoer en methoden</button><button type=\"button\" data-card-jump=\"pricing\">Tarieven</button><button type=\"button\" data-card-jump=\"examples\">Voorbeelden</button><button type=\"button\" data-card-jump=\"results\">Resultaten</button><button type=\"button\" data-card-jump=\"aliases\">Aliasnamen</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"API-methoden\"><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|mistralai%2Fministral-3b-2512\">Chat</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|mistralai%2Fministral-3b-2512\">Messages</button></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\">Aan de slag</h3><p class=\"mdesc-full\">Ministral 3 3B Instruct 2512 is een compact meertalig tekst- en beeldmodel voor classificatie, gegevensextractie, beeldbijschriften en korte content. De taalcomponent met 3,4 miljard parameters en de visuele encoder met 0,4 miljard parameters ondersteunen systeeminstructies, JSON, functieaanroepen en een door de maker opgegeven context van 256k.</p><dl class=\"card-io\" data-card-io><div><dt>Toegestane invoer</dt><dd>Tekst</dd></div><div><dt>Resultaten</dt><dd>json · sse</dd></div></dl><details class=\"card-about\"><summary>Over het model</summary><p class=\"note-s\" data-model-method-boundary>Deze beschrijving gaat over de mogelijkheden van het model. De via Ailoot beschikbare invoer, uitvoer en opties staan hieronder voor de geselecteerde methode.</p><div class=\"mabout\" id=\"m-about\"><p>Ministral 3 3B Instruct 2512 is de kleinste op instructies afgestemde editie van de Ministral 3-familie van Mistral AI. De maker positioneert het model voor compacte toepassingen op basis van instructies, waaronder beeldbijschriften, tekstclassificatie, gegevensextractie, vertaling en korte content. Het uitgebrachte checkpoint gebruikt FP8-precisie en combineert tekstverwerking met een component voor visuele invoer.</p><p>Modelcomponenten en mogelijkheden</p><p>De modelkaart vermeldt een taalmodel met 3,4 miljard parameters en een visuele encoder met 0,4 miljard parameters. Er is een contextvenster van 256k gedocumenteerd, met in de gebruiksnotities een standaard ingestelde lengte van 262.144. Deze aantallen gelden voor de 3B-editie en niet voor de 8B- of 14B-modellen binnen de familie. Het model accepteert tekst en afbeeldingen en genereert tekst, waaronder records in JSON-formaat of voorgestelde functieaanroepen.</p><p>De maker beschrijft meertalige ondersteuning voor tientallen talen, waaronder Engels, Frans, Spaans, Duits, Italiaans, Portugees, Nederlands, Chinees, Japans, Koreaans en Arabisch. Ook benadrukt hij het volgen van systeemprompts. Geef de vereiste uitvoertaal op en de labels of termen die ongewijzigd moeten blijven. Zo blijft een vertaalde uitleg of een geëxtraheerd record aansluiten op het beoogde gebruik van de toepassing.</p><p>Gerichte classificatie en extractie</p><p>Geef voor een classificatietaak de toegestane labels, de regel die ze van elkaar onderscheidt en het te classificeren bericht. Vraag om één gekozen label en een korte toelichting die op het aangeleverde bericht berust. Zijn de labels ambigu, definieer dan welke informatie het onderscheid maakt in plaats van alleen op hun namen te vertrouwen. Dit levert een compact resultaat op dat consequent in een grotere workflow kan worden gebruikt.</p><p>Vermeld voor extractie de velden en hun typen en geef aan hoe ontbrekende informatie moet worden weergegeven. Een verzoek kan vragen om een artikelidentificatie, de expliciet beschreven toestand en de actie waar de gebruiker om vraagt. Vereis de oorspronkelijke formulering als de precieze woorden van belang zijn, of een genormaliseerde waarde als de toepassing de normalisatieregel aanlevert. JSON-uitvoer ordent het resultaat; het veldontwerp blijft onderdeel van de taak en is geen ingebouwd universeel schema.</p><p>De modelkaart noemt ook beeldbijschriften en het genereren van korte content. Bepaal voor een bijschrift welk aspect van de afbeelding moet worden beschreven en voor welk publiek. Geef voor een korte uitleg de feiten die behouden moeten blijven en de gewenste lengte. Een ondersteunend antwoord kan de oorspronkelijke vraag en aangeleverde richtlijnen gebruiken om een beknopte vervolgstap te geven, inclusief de voorwaarde waaronder die van toepassing is.</p><p>Visuele en meertalige voorbereiding</p><p>Combineer een afbeelding met een duidelijke tekstvraag. Bewaar bij een documentveld het label, de waarde en de omliggende context die nodig is om het veld te interpreteren. Geef bij een objectbeschrijving aan welk zichtbaar kenmerk belangrijk is. De maker beveelt beeldverhoudingen dicht bij 1:1 aan en raadt zeer smalle of brede invoer af; snijd waar nodig bij zonder het bewijsmateriaal weg te nemen waarop de vraag berust.</p><p>Geef voor vertaling de oorspronkelijke tekst, de doeltaal en een eventuele terminologielijst. Vraag om de vertaalde passage afzonderlijk van een optionele toelichting. Een meertalige classificatietaak kan toepassingslabels ongewijzigd houden en het gekozen label uitleggen in de taal van de lezer. Dit zijn afgebakende resultaten, geen verzoek om losjes over een bericht of afbeelding te praten.</p><p>Tools en aanbevolen instellingen</p><p>Met native functieaanroepen kan een toepassing het gesprek verbinden met een beschreven bewerking. Het model stelt de functieargumenten op, de toepassing voert de functie uit en het resultaat dient als informatie voor het volgende antwoord. Een opzoekfunctie kan een ontbrekende waarde leveren, of een rekentool kan werken met waarden die uit een afbeelding zijn gehaald. Het tekstmodel voert de functie zelf niet uit door alleen de naam en argumenten te produceren.</p><p>De maker beveelt een systeeminstructie aan die de omgeving en het gebruiksdoel definieert, inclusief richtlijnen voor tools. Houd toolbeschrijvingen helder en beperk de set tot de minimaal benodigde relevante bewerkingen. Voor een gespecialiseerde assistent is een expliciete extractie- of opzoektaak vaak eenvoudiger te interpreteren dan een prompt met veel ongerelateerde functies zonder selectieregel.</p><p>De modelkaart geeft advies voor een lage temperatuur: lager dan 0.1 voor dagelijks gebruik en gebruik in productie, en in een afzonderlijke samplingnotitie een begintemperatuur van 0.1 voor de meeste toepassingen. Hogere waarden kunnen worden onderzocht voor creatieve content. Deze aanbevelingen hebben elk hun eigen toepassingsgebied; ze garanderen niet dat één samplinginstelling elke geëxtraheerde waarde of classificatie correct maakt.</p><p>Editie- en contextgrenzen</p><p>Ministral 3 heeft voor elke modelgrootte afzonderlijke Base-, Instruct- en Reasoning-releases. Deze vermelding betreft het Instruct 2512-checkpoint, niet een automatisch ingeschakelde redeneermodus of het vooraf getrainde basismodel. De maker noemt specialisatie en verdere afstemming als mogelijke toepassingen, terwijl ook de huidige instructietaak een duidelijk omschreven invoer, regels en uitvoer nodig heeft.</p><p>Houd relevant bronmateriaal en het gesprek binnen de ingestelde context en vraag om het compacte resultaat dat de volgende toepassingsstap nodig heeft. De gebruiksnotities staan toe de ingestelde contextlengte te verkleinen voor taken die niet het volledige venster vereisen. Een generatievoorbeeld van 512 tokens en een grote toegestane generatieomvang in een voorbeeld zijn geen afzonderlijk gedocumenteerde maximale uitvoercapaciteiten. Beeldgeneratie, audio-uitvoer en externe acties vereisen andere componenten naast dit model dat tekstresultaten levert.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Beschikbaar in Ailoot · invoer en methoden</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>Invoertypen</dt><dd><code>text</code></dd></div><div><dt>Uitvoertypen</dt><dd><code>json</code>, <code>sse</code></dd></div><div><dt>Uitvoerformaat</dt><dd>JSON of SSE</dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Veld</th><th>Type</th><th>Vereiste</th><th>Waarden en limieten</th><th>Standaard</th></tr></thead><tbody><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>mistralai/ministral-3b-2512</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">messages</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>message[]</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">messages[].role</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>user, assistant</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">messages[].content</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">max_tokens</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>integer</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">stream</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>boolean</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span></td><td data-cell-label=\"Standaard\" data-default=\"known\"><span class=\"card-cell-label\">Standaard</span>false</td></tr></tbody></table></div><details class=\"card-about\" data-material-combinations><summary>Combinaties van invoermaterialen</summary><p class=\"note-s\"><b>Tekst</b> · UTF-8-tekst</p><p class=\"note-s\"><code>messages[].content als tekenreeks</code></p></details><details class=\"note-s\" data-method-contract><summary>Methodeparameters en levenscyclus</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parameter</th><th>Contract</th></tr></thead><tbody><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>content_type</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>application/json</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>required</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>model, messages, max_tokens</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>optional_controls</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>stream</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>material_types</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>text</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>text_file_material</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>Lees het werkelijke UTF-8-document en plaats de tekst ervan in de aangegeven invoer of in de inhoudstekenreeks van een bericht.</td></tr></tbody></table></div><p>Levenscyclus: <code>synchronous_or_streamed</code></p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Tarieven</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Tariefverwijzingen voegen geen verzoekopties toe. Ondersteunde parameters staan bij de geselecteerde methode.</p><dl data-price-conditions><dt>Snelle modus</dt><dd>Standaardtarief <span class=\"note-s\">Wanneer de snelle modus is geselecteerd</span></dd><dt>Flexmodus</dt><dd>Standaardtarief <span class=\"note-s\">Wanneer de modus flex is geselecteerd</span></dd><dt>Maximale redeneerinspanning</dt><dd>Standaardtarief <span class=\"note-s\">Wanneer bij maximale redeneerinspanning de default-aanpassing wordt gebruikt</span></dd></dl></div><div data-declared-tariff-pricing><h4>Ailoot-tarieven</h4><h4>Prijzen per configuratie</h4><p class=\"note-s\">Koppel elke kostenpost aan de getoonde voorwaarden. Gebruik één tarief voor elke groep alternatieve configuraties.</p><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Configuratie</th><th>Tariefstaffel</th><th>Contexttokens, meer dan</th><th>Contexttokens, tot en met</th><th>Kosten</th></tr></thead><tbody><tr><th data-cell-label=\"Configuratie\" scope=\"row\"><span class=\"card-cell-label\">Configuratie</span>Basistarieven voor tokens</th><td data-cell-label=\"Tariefstaffel\"><span class=\"card-cell-label\">Tariefstaffel</span>Basistarief</td><td data-cell-label=\"Contexttokens, meer dan\"><span class=\"card-cell-label\">Contexttokens, meer dan</span>—</td><td data-cell-label=\"Contexttokens, tot en met\"><span class=\"card-cell-label\">Contexttokens, tot en met</span>Geen bovengrens</td><td data-cell-label=\"Kosten\"><span class=\"card-cell-label\">Kosten</span><div><span>Invoer · Invoertokens</span> <b>$0.00066</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Uitvoer · Uitvoertokens</span> <b>$0.00066</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache lezen</span> <b>$0.00002</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven</span> <b>$0</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven, 1 uur</span> <b>—</b> <span class=\"price-unit\">/ 1K tokens</span></div></td></tr><tr><th data-cell-label=\"Configuratie\" scope=\"row\"><span class=\"card-cell-label\">Configuratie</span>Niveau 1 voor aanvraaglengte</th><td data-cell-label=\"Tariefstaffel\"><span class=\"card-cell-label\">Tariefstaffel</span>—</td><td data-cell-label=\"Contexttokens, meer dan\"><span class=\"card-cell-label\">Contexttokens, meer dan</span>0</td><td data-cell-label=\"Contexttokens, tot en met\"><span class=\"card-cell-label\">Contexttokens, tot en met</span>Geen bovengrens</td><td data-cell-label=\"Kosten\"><span class=\"card-cell-label\">Kosten</span><div><span>Invoer · Invoertokens</span> <b>$0.00066</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Uitvoer · Uitvoertokens</span> <b>$0.00066</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache lezen</span> <b>$0.00002</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven</span> <b>$0</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven, 1 uur</span> <b>—</b> <span class=\"price-unit\">/ 1K tokens</span></div></td></tr></tbody></table></div></div><p class=\"note-s\">Ailoot reserveert vóór een verzoek een geschat bedrag. Na het resultaat worden de uiteindelijke kosten afgerekend op basis van het gemeten verbruik. Bij streaming gebeurt de afrekening op basis van de definitieve verbruiksregistratie. <a href=\"/docs/nl/billing/reserve/\">Zo werken reservering en afrekening →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">Voorbeeldverzoeken</h3><h4>Ailoot Ultra · Anthropic Messages</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Codevarianten\"><button class=\"cg-tab\" id=\"model-code-1898-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1898-panel-0\" aria-selected=\"true\" tabindex=\"0\">Volledige minimale JSON-body</button><button class=\"cg-tab\" id=\"model-code-1898-tab-1\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1898-panel-1\" aria-selected=\"false\" tabindex=\"-1\">curl · gebruik je UTF-8-document</button><button class=\"cg-tab\" id=\"model-code-1898-tab-2\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1898-panel-2\" aria-selected=\"false\" tabindex=\"-1\">Python · sla het volledige resultaat op</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Code kopiëren\"><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-1898-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-1898-tab-0\"><pre data-lang=\"json\"><code>{\n  &quot;model&quot;: &quot;mistralai/ministral-3b-2512&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-1898-panel-1\" role=\"tabpanel\" aria-labelledby=\"model-code-1898-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;mistralai/ministral-3b-2512&#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-1898-panel-2\" role=\"tabpanel\" aria-labelledby=\"model-code-1898-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;mistralai/ministral-3b-2512&#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\">Resultaten ophalen en opslaan</h3><h4>Ailoot Ultra · Anthropic Messages</h4><p class=\"note-s\">JSON of SSE</p><div class=\"card-result-process\" data-all-results><h5>Alle voltooide resultaten bewaren</h5><p class=\"note-s\">Bewaar elk volledig teruggegeven antwoord, bestand en inhoudsonderdeel.</p><p class=\"note-s\">Bewaar alle inhoudsblokken, handtekeningen van redeneringen en werkelijke toolgebruik-ID’s. Voeg alle SSE-blokdelta’s samen; het eerste tekstblok is niet de volledige uitvoer.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Als het oorspronkelijke antwoord moet worden gecontroleerd</h5><p class=\"note-s\">Bewaar aanvraag-/antwoord-ID’s en headers. Er wordt geen algemene URL meegeleverd om teksttaken op te halen.</p></div><details class=\"card-about\" data-output-fields><summary>Antwoordvelden</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Veld</th><th>Type</th></tr></thead><tbody><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">id</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>string</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>string</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">content[]</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>text|thinking|tool_use|other content block</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">stop_reason</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>string|null</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">usage</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>object</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Fouten en vervolgstappen</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Antwoord</th><th>Voorwaarde</th><th>Volgende stap</th></tr></thead><tbody><tr><th data-cell-label=\"Antwoord\" scope=\"row\"><span class=\"card-cell-label\">Antwoord</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Voorwaarde\"><span class=\"card-cell-label\">Voorwaarde</span>Verplichte velden, de materiaalrepresentatie of een parameterwaarde zijn ongeldig</td><td data-cell-label=\"Volgende stap\"><span class=\"card-cell-label\">Volgende stap</span>Corrigeer de aangegeven velden vóór een nieuwe aanmaakaanvraag.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Aliasnamen</h3><h4>Modelaliasnamen</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=mistralai%2Fministral-3b-2512&amp;route=Ultra&amp;caller=mistralai%2Fministral-3b-2512&amp;fmt=messages\"><code>mistralai/ministral-3b-2512</code></a></span></p><h4>Aliasnamen voor methodepaden</h4><p class=\"note-s\">Gebruik de hierboven getoonde methodepaden.</p><h4>Gerelateerde aanroeper-ID’s</h4><p class=\"note-s\"><a href=\"#m=mistralai%2Fministral-3b-2512&amp;route=Ultra&amp;caller=mistralai%2Fministral-3b-2512&amp;fmt=messages\"><code>mistralai/ministral-3b-2512</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "mistralai/ministral-3b-2512",
        "fmt": "messages",
        "http": "POST",
        "path": "/v1/messages",
        "request_model_id": "mistralai/ministral-3b-2512",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|messages|/v1/messages|mistralai%2Fministral-3b-2512",
      "ordinal": 1,
      "rawMethod": {
        "available": null,
        "cache_read": 0.02,
        "cache_write": 0,
        "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": "Verplichte velden, de materiaalrepresentatie of een parameterwaarde zijn ongeldig",
                "http_status": 400,
                "recovery": "Corrigeer de aangegeven velden vóór een nieuwe aanmaakaanvraag.",
                "type": "invalid_request_error"
              }
            ],
            "example_body": {
              "max_tokens": 128,
              "messages": [
                {
                  "content": "Summarize the incident report.",
                  "role": "user"
                }
              ],
              "model": "mistralai/ministral-3b-2512",
              "stream": false
            },
            "lifecycle": {
              "create": {
                "http": "POST",
                "path": "/v1/messages"
              },
              "job_read": null,
              "mode": "synchronous_or_streamed",
              "unknown": "Bewaar aanvraag-/antwoord-ID’s en headers. Er wordt geen algemene URL meegeleverd om teksttaken op te halen."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "messages[].content als tekenreeks",
                "required_material": "UTF-8-tekst"
              }
            ],
            "operation_modes": [
              "synchronous_json",
              "streamed_SSE"
            ],
            "outputs": {
              "all_results": "Bewaar alle inhoudsblokken, handtekeningen van redeneringen en werkelijke toolgebruik-ID’s. Voeg alle SSE-blokdelta’s samen; het eerste tekstblok is niet de volledige uitvoer.",
              "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 of SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "mistralai/ministral-3b-2512"
                ],
                "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": [
                    "mistralai/ministral-3b-2512"
                  ],
                  "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": "mistralai/ministral-3b-2512",
              "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": "Lees het werkelijke UTF-8-document en plaats de tekst ervan in de aangegeven invoer of in de inhoudstekenreeks van een bericht."
          },
          "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": "Basistarieven voor tokens",
            "units": [
              {
                "amount": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000002",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "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": "Niveau 1 voor aanvraaglengte",
            "units": [
              {
                "amount": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000002",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "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\": \"mistralai/ministral-3b-2512\",\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': 'mistralai/ministral-3b-2512', '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': 'mistralai/ministral-3b-2512', '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": 0.66,
        "input": [
          "text"
        ],
        "label": "Anthropic Messages",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [],
        "out": 0.66,
        "output": [
          "json",
          "sse"
        ],
        "path": "/v1/messages",
        "price_conditions": [
          {
            "label": "Snelle modus",
            "value": "Standaardtarief",
            "when": "Wanneer de snelle modus is geselecteerd"
          },
          {
            "label": "Flexmodus",
            "value": "Standaardtarief",
            "when": "Wanneer de modus flex is geselecteerd"
          },
          {
            "label": "Maximale redeneerinspanning",
            "value": "Standaardtarief",
            "when": "Wanneer bij maximale redeneerinspanning de default-aanpassing wordt gebruikt"
          }
        ],
        "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000002",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000002",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "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": "mistralai/ministral-3b-2512",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [
          {
            "cache_read": 0.02,
            "cache_read_multiplier": null,
            "cache_write": 0,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 0.66,
            "input_multiplier": null,
            "max": null,
            "max_tokens": null,
            "min": 0,
            "min_tokens": 0,
            "out": 0.66,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.00066000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.00000066",
            "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": "0.00066000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.00000066",
            "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": "0.00002000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0.00000002",
            "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": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    }
  ],
  "model_id": "mistralai/ministral-3b-2512",
  "nativeProvenance": {
    "input_facts_canonical_sha256": "956674559c2fbb777daf4de088cac982e4b2b3ed5d7154263d2011b5c3135c96",
    "input_html_sha256": "e0b1677f98f4d40ea2dc7b20ad6817d1395686dcf02482c7a3655f0d3622d8c7",
    "private_audit_sha256": "3f03f11208e66dfc5e03ff495c0789547e9bb09cdbc04f87410106051ac2b42f",
    "role": "historical-normalized-input-audit-hashes",
    "schema": "ailoot-native-model-provenance-v2"
  },
  "page": {
    "canonical": "https://ailoot.ai/models/nl/mistralai-ministral-3b-2512/",
    "description": "Ministral 3 3B Instruct 2512 is een compact meertalig tekst- en beeldmodel voor classificatie, gegevensextractie, beeldbijschriften en korte content. De taalcomponent met 3,4 miljard parameters en de visuele encoder met 0,4 miljard parameters ondersteunen systeeminstructies, JSON, functieaanroepen en een door de maker opgegeven context van 256k.",
    "locale": "nl",
    "md_url": "https://ailoot.ai/models/nl/mistralai-ministral-3b-2512/index.md",
    "title": "Mistral: Ministral 3 3B 2512 — Ailoot",
    "url": "https://ailoot.ai/models/nl/mistralai-ministral-3b-2512/"
  },
  "practicalHtml": "<h3>Praktische taak</h3><p>Technisch voorbeeld in het Engels</p><pre><code>Extract a return-request record\n\nExtract the item code, stated condition and requested action from this message: &#x27;Hello, the handle of kettle KT8 is loose. It arrived today. Please arrange an exchange, not a refund.&#x27; Return those three fields and quote the wording supporting the requested action. Use &#x27;not supplied&#x27; for any field absent from the message.</code></pre><h4>Verwacht resultaat</h4><pre><code>A compact three-field extraction record plus the supporting request quote.</code></pre><h4>Resultaat controleren</h4><pre><code>Check that exchange is retained as the request and is not rewritten as a completed action.</code></pre>",
  "practicalText": "Praktische taak Technisch voorbeeld in het Engels Extract a return-request record Extract the item code, stated condition and requested action from this message: 'Hello, the handle of kettle KT8 is loose. It arrived today. Please arrange an exchange, not a refund.' Return those three fields and quote the wording supporting the requested action. Use 'not supplied' for any field absent from the message. Verwacht resultaat A compact three-field extraction record plus the supporting request quote. Resultaat controleren Check that exchange is retained as the request and is not rewritten as a completed action.",
  "rawModel": {
    "about": "Ministral 3 3B Instruct 2512 is de kleinste op instructies afgestemde editie van de Ministral 3-familie van Mistral AI. De maker positioneert het model voor compacte toepassingen op basis van instructies, waaronder beeldbijschriften, tekstclassificatie, gegevensextractie, vertaling en korte content. Het uitgebrachte checkpoint gebruikt FP8-precisie en combineert tekstverwerking met een component voor visuele invoer.\n\nModelcomponenten en mogelijkheden\n\nDe modelkaart vermeldt een taalmodel met 3,4 miljard parameters en een visuele encoder met 0,4 miljard parameters. Er is een contextvenster van 256k gedocumenteerd, met in de gebruiksnotities een standaard ingestelde lengte van 262.144. Deze aantallen gelden voor de 3B-editie en niet voor de 8B- of 14B-modellen binnen de familie. Het model accepteert tekst en afbeeldingen en genereert tekst, waaronder records in JSON-formaat of voorgestelde functieaanroepen.\n\nDe maker beschrijft meertalige ondersteuning voor tientallen talen, waaronder Engels, Frans, Spaans, Duits, Italiaans, Portugees, Nederlands, Chinees, Japans, Koreaans en Arabisch. Ook benadrukt hij het volgen van systeemprompts. Geef de vereiste uitvoertaal op en de labels of termen die ongewijzigd moeten blijven. Zo blijft een vertaalde uitleg of een geëxtraheerd record aansluiten op het beoogde gebruik van de toepassing.\n\nGerichte classificatie en extractie\n\nGeef voor een classificatietaak de toegestane labels, de regel die ze van elkaar onderscheidt en het te classificeren bericht. Vraag om één gekozen label en een korte toelichting die op het aangeleverde bericht berust. Zijn de labels ambigu, definieer dan welke informatie het onderscheid maakt in plaats van alleen op hun namen te vertrouwen. Dit levert een compact resultaat op dat consequent in een grotere workflow kan worden gebruikt.\n\nVermeld voor extractie de velden en hun typen en geef aan hoe ontbrekende informatie moet worden weergegeven. Een verzoek kan vragen om een artikelidentificatie, de expliciet beschreven toestand en de actie waar de gebruiker om vraagt. Vereis de oorspronkelijke formulering als de precieze woorden van belang zijn, of een genormaliseerde waarde als de toepassing de normalisatieregel aanlevert. JSON-uitvoer ordent het resultaat; het veldontwerp blijft onderdeel van de taak en is geen ingebouwd universeel schema.\n\nDe modelkaart noemt ook beeldbijschriften en het genereren van korte content. Bepaal voor een bijschrift welk aspect van de afbeelding moet worden beschreven en voor welk publiek. Geef voor een korte uitleg de feiten die behouden moeten blijven en de gewenste lengte. Een ondersteunend antwoord kan de oorspronkelijke vraag en aangeleverde richtlijnen gebruiken om een beknopte vervolgstap te geven, inclusief de voorwaarde waaronder die van toepassing is.\n\nVisuele en meertalige voorbereiding\n\nCombineer een afbeelding met een duidelijke tekstvraag. Bewaar bij een documentveld het label, de waarde en de omliggende context die nodig is om het veld te interpreteren. Geef bij een objectbeschrijving aan welk zichtbaar kenmerk belangrijk is. De maker beveelt beeldverhoudingen dicht bij 1:1 aan en raadt zeer smalle of brede invoer af; snijd waar nodig bij zonder het bewijsmateriaal weg te nemen waarop de vraag berust.\n\nGeef voor vertaling de oorspronkelijke tekst, de doeltaal en een eventuele terminologielijst. Vraag om de vertaalde passage afzonderlijk van een optionele toelichting. Een meertalige classificatietaak kan toepassingslabels ongewijzigd houden en het gekozen label uitleggen in de taal van de lezer. Dit zijn afgebakende resultaten, geen verzoek om losjes over een bericht of afbeelding te praten.\n\nTools en aanbevolen instellingen\n\nMet native functieaanroepen kan een toepassing het gesprek verbinden met een beschreven bewerking. Het model stelt de functieargumenten op, de toepassing voert de functie uit en het resultaat dient als informatie voor het volgende antwoord. Een opzoekfunctie kan een ontbrekende waarde leveren, of een rekentool kan werken met waarden die uit een afbeelding zijn gehaald. Het tekstmodel voert de functie zelf niet uit door alleen de naam en argumenten te produceren.\n\nDe maker beveelt een systeeminstructie aan die de omgeving en het gebruiksdoel definieert, inclusief richtlijnen voor tools. Houd toolbeschrijvingen helder en beperk de set tot de minimaal benodigde relevante bewerkingen. Voor een gespecialiseerde assistent is een expliciete extractie- of opzoektaak vaak eenvoudiger te interpreteren dan een prompt met veel ongerelateerde functies zonder selectieregel.\n\nDe modelkaart geeft advies voor een lage temperatuur: lager dan 0.1 voor dagelijks gebruik en gebruik in productie, en in een afzonderlijke samplingnotitie een begintemperatuur van 0.1 voor de meeste toepassingen. Hogere waarden kunnen worden onderzocht voor creatieve content. Deze aanbevelingen hebben elk hun eigen toepassingsgebied; ze garanderen niet dat één samplinginstelling elke geëxtraheerde waarde of classificatie correct maakt.\n\nEditie- en contextgrenzen\n\nMinistral 3 heeft voor elke modelgrootte afzonderlijke Base-, Instruct- en Reasoning-releases. Deze vermelding betreft het Instruct 2512-checkpoint, niet een automatisch ingeschakelde redeneermodus of het vooraf getrainde basismodel. De maker noemt specialisatie en verdere afstemming als mogelijke toepassingen, terwijl ook de huidige instructietaak een duidelijk omschreven invoer, regels en uitvoer nodig heeft.\n\nHoud relevant bronmateriaal en het gesprek binnen de ingestelde context en vraag om het compacte resultaat dat de volgende toepassingsstap nodig heeft. De gebruiksnotities staan toe de ingestelde contextlengte te verkleinen voor taken die niet het volledige venster vereisen. Een generatievoorbeeld van 512 tokens en een grote toegestane generatieomvang in een voorbeeld zijn geen afzonderlijk gedocumenteerde maximale uitvoercapaciteiten. Beeldgeneratie, audio-uitvoer en externe acties vereisen andere componenten naast dit model dat tekstresultaten levert.",
    "alias_of": null,
    "aliases": [],
    "author": "Mistral",
    "available": null,
    "canonical_model": "mistralai/ministral-3b-2512",
    "capabilities": {
      "context_length": 131072,
      "manufacturer_input": [
        "text",
        "image"
      ],
      "manufacturer_output": [
        "text"
      ]
    },
    "card_routes": [
      {
        "label": "Ultra",
        "rates": [
          {
            "amount": "0.00066000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.00000066",
            "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": "0.00066000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.00000066",
            "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": "De volledige prijsinformatie voor de configuratie vindt u bij de details."
      }
    ],
    "ctx": null,
    "entity_type": "model",
    "formats": [
      "chat",
      "messages"
    ],
    "id": "mistralai/ministral-3b-2512",
    "input": [
      "text"
    ],
    "kind": "text",
    "max_out": null,
    "methods": [
      {
        "available": null,
        "cache_read": 0.02,
        "cache_write": 0,
        "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": "Verplichte velden, de materiaalrepresentatie of een parameterwaarde zijn ongeldig",
                "http_status": 400,
                "recovery": "Corrigeer de aangegeven velden vóór een nieuwe aanmaakaanvraag.",
                "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": "Bewaar aanvraag-/antwoord-ID’s en headers. Er wordt geen algemene URL meegeleverd om teksttaken op te halen."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "messages[].content",
                "required_material": "UTF8-tekst"
              }
            ],
            "operation_modes": [
              "conversation",
              "function_tool_continuation",
              "streaming"
            ],
            "outputs": {
              "all_results": "Bewaar elke keuze en de bijbehorende inhoud, toolaanroepen en redeneringen. Voeg in SSE delta’s samen per keuze-/toolindex en bewaar de uiteindelijke reden van beëindiging en de verbruiksgegevens.",
              "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 of SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "mistralai/ministral-3b-2512"
                ],
                "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": "Deze rollen worden expliciet weergegeven door compatibiliteitstypen in de broncode; de exacte rollenverzameling van het model blijft modelspecifiek.",
                "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; gebruik het werkelijk teruggegeven ID"
              },
              {
                "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": "Stuur de werkelijk teruggegeven redeneringen terug wanneer dit model ze gebruikt"
              },
              {
                "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": "functietool opgegeven"
              },
              {
                "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 wordt op deze Ultra-tekstroute geweigerd",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "provider",
                "required": false,
                "type": "object"
              },
              {
                "availability": "source_interface",
                "conditions": "1h wordt op de daadwerkelijke locaties voor promptcaching geweigerd",
                "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": [
            "Stuur het exacte model-ID mee met messages.",
            "Contextlengte is geen uitvoerlimiet.",
            "Een tekstbestand kan letterlijke tekst aanleveren; beeld-, audio- en bestandsobjectinvoer vereisen een exacte koppeling."
          ],
          "input": {
            "content_type": "application/json",
            "control_scope": "modelspecifiek; functietools van de gebruiker verschillen van gehoste tools",
            "file_material": "werkelijk UTF-8-document ingevoegd als letterlijke tekst; er wordt geen bestands-ID afgeleid",
            "hosted_operations": false,
            "material_types": [
              "text"
            ],
            "messages": "berichtenarray met de structuur 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": "Basistarieven voor tokens",
            "units": [
              {
                "amount": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000002",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "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": "Niveau 1 voor aanvraaglengte",
            "units": [
              {
                "amount": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000002",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "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\": \"mistralai/ministral-3b-2512\", \"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='mistralai/ministral-3b-2512',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='mistralai/ministral-3b-2512',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": 0.66,
        "input": [
          "text"
        ],
        "label": "OpenAI Chat",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [],
        "out": 0.66,
        "output": [
          "text"
        ],
        "path": "/v1/chat/completions",
        "price_conditions": [
          {
            "label": "Snelle modus",
            "value": "Standaardtarief",
            "when": "Wanneer de snelle modus is geselecteerd"
          },
          {
            "label": "Flexmodus",
            "value": "Standaardtarief",
            "when": "Wanneer de modus flex is geselecteerd"
          },
          {
            "label": "Maximale redeneerinspanning",
            "value": "Standaardtarief",
            "when": "Wanneer bij maximale redeneerinspanning de default-aanpassing wordt gebruikt"
          }
        ],
        "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000002",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000002",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "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": "mistralai/ministral-3b-2512",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [
          {
            "cache_read": 0.02,
            "cache_read_multiplier": null,
            "cache_write": 0,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 0.66,
            "input_multiplier": null,
            "interval_boundary": "min_exclusive_max_inclusive",
            "max": null,
            "max_tokens": null,
            "min": 0,
            "min_tokens": 0,
            "null_rate_policy": "unknown or inherited; never zero",
            "out": 0.66,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.00066000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.00000066",
            "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": "0.00066000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.00000066",
            "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": "0.00002000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0.00000002",
            "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": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": "0",
            "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": 0.02,
        "cache_write": 0,
        "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": "Verplichte velden, de materiaalrepresentatie of een parameterwaarde zijn ongeldig",
                "http_status": 400,
                "recovery": "Corrigeer de aangegeven velden vóór een nieuwe aanmaakaanvraag.",
                "type": "invalid_request_error"
              }
            ],
            "example_body": {
              "max_tokens": 128,
              "messages": [
                {
                  "content": "Summarize the incident report.",
                  "role": "user"
                }
              ],
              "model": "mistralai/ministral-3b-2512",
              "stream": false
            },
            "lifecycle": {
              "create": {
                "http": "POST",
                "path": "/v1/messages"
              },
              "job_read": null,
              "mode": "synchronous_or_streamed",
              "unknown": "Bewaar aanvraag-/antwoord-ID’s en headers. Er wordt geen algemene URL meegeleverd om teksttaken op te halen."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "messages[].content als tekenreeks",
                "required_material": "UTF-8-tekst"
              }
            ],
            "operation_modes": [
              "synchronous_json",
              "streamed_SSE"
            ],
            "outputs": {
              "all_results": "Bewaar alle inhoudsblokken, handtekeningen van redeneringen en werkelijke toolgebruik-ID’s. Voeg alle SSE-blokdelta’s samen; het eerste tekstblok is niet de volledige uitvoer.",
              "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 of SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "mistralai/ministral-3b-2512"
                ],
                "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": [
                    "mistralai/ministral-3b-2512"
                  ],
                  "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": "mistralai/ministral-3b-2512",
              "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": "Lees het werkelijke UTF-8-document en plaats de tekst ervan in de aangegeven invoer of in de inhoudstekenreeks van een bericht."
          },
          "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": "Basistarieven voor tokens",
            "units": [
              {
                "amount": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000002",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "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": "Niveau 1 voor aanvraaglengte",
            "units": [
              {
                "amount": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000002",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "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\": \"mistralai/ministral-3b-2512\",\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': 'mistralai/ministral-3b-2512', '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': 'mistralai/ministral-3b-2512', '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": 0.66,
        "input": [
          "text"
        ],
        "label": "Anthropic Messages",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [],
        "out": 0.66,
        "output": [
          "json",
          "sse"
        ],
        "path": "/v1/messages",
        "price_conditions": [
          {
            "label": "Snelle modus",
            "value": "Standaardtarief",
            "when": "Wanneer de snelle modus is geselecteerd"
          },
          {
            "label": "Flexmodus",
            "value": "Standaardtarief",
            "when": "Wanneer de modus flex is geselecteerd"
          },
          {
            "label": "Maximale redeneerinspanning",
            "value": "Standaardtarief",
            "when": "Wanneer bij maximale redeneerinspanning de default-aanpassing wordt gebruikt"
          }
        ],
        "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000002",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00066000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000066",
                "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": "0.00002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000002",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "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": "mistralai/ministral-3b-2512",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [
          {
            "cache_read": 0.02,
            "cache_read_multiplier": null,
            "cache_write": 0,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 0.66,
            "input_multiplier": null,
            "max": null,
            "max_tokens": null,
            "min": 0,
            "min_tokens": 0,
            "out": 0.66,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
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