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  "aboutHtml": "<p>Amazon Nova Micro on Amazonin ensimmäisen Nova-sukupolven pelkkää tekstiä käsittelevä malli, joka on suunniteltu lyhyen viiveen vastauksiin tavanomaisissa kielityönkuluissa. Se vastaanottaa tekstiä ja palauttaa tekstiä. Amazonin esimerkkeihin kuuluvat annettujen tietojen tiivistäminen, kääntäminen, tekstin luokittelu, kysymyksiin vastaaminen ja tiiviin kirjallisen sisällön tuottaminen. Micro on hyödyllinen, kun sovellus on jo kerännyt faktat ja tarvitsee rajatun muunnoksen, kuten tuoteominaisuuksien muuttamisen kuvastokappaleeksi tai kokousmuistiinpanojen muuntamisen toimintalistaksi.</p><p>Ensimmäisen Nova-sukupolven opas luettelee 128K-tokenin konteksti-ikkunan ja enintään 10K-tokenin tulosteen. Sen dokumentoitu tietojen katkaisukohta on lokakuu 2024. Tämä on pienempi työkonteksti kuin Nova Liten ja Pron 300K-ikkunat tai Premierin 1 miljoonan tokenin ikkuna. Käytä tila tekstiin, josta vastaus todella riippuu: lähdekatkelmiin, esimerkkeihin ja olennaiseen keskusteluun. Määritä, onko haluttu tuotos lyhyt vastaus, luokkatunniste, käännös vai poimittujen kenttien joukko. Laaja kontekstikiintiö ei vaadi pitkää vastausta; täsmällinen tulosteen pituus ja rakenne pitävät tuloksen hyödyllisenä.</p><p>Micron alue on teksti eikä natiivi kuvan, videon tai äänen ymmärtäminen. Anna alun perin asiakirjaan tai mediatiedostoon tallennetusta tiedosta poimittu teksti tai litterointi. Tuotesisällön briiffi voi sisältää tuotenimen, mitat, materiaalit, variantit ja vaaditun tyylin ja pyytää sitten yhtä kappaletta, joka käyttää vain näitä ominaisuuksia. Oma esimerkki voisi pyytää neutraalin kuvauksen ja erillisen luettelon puuttuvista tuotetiedoista. Näin mallia käytetään annetun näytön kirjoittajana ja muuntajana sen sijaan, että sitä pyydettäisiin päättelemään näkymättömiä tuoteominaisuuksia.</p><p>Amazon dokumentoi Nova-tekstikehotteille system-, user- ja assistant-roolit. Järjestelmäohje voi määrittää kirjoittajaroolin ja toistuvat rajoitteet; käyttäjäviesti antaa tehtävän ja lähtöaineiston; muutama edustava esimerkki voi näyttää halutun muodon. Jäsennä tiheät syötteet selkein tunnistein ja jaa yhdistelmäohjeet erillisiin vaiheisiin, jos mallilla on vaikeuksia niiden riippuvuuksien kanssa. Määritä käännöstä varten kohdekieli, säilytetäänkö erisnimet ja mitkä termit on jätettävä muuttumattomiksi. Version1-perhe on koulutettu yli 200 kielelle ja optimoitu pienemmälle joukolle, joten älä oleta samaa laatua jokaisessa murteessa.</p><p>Micro tukee vastausten suoratoistoa ja asiakaspuolen työkalukutsuja. Se tukee myös kehotevälimuistia Amazonin dokumentoidussa palveluprofiilissa. Eksplisiittinen välimuisti vaatii vähintään 1K tokenia tarkistuspistettä kohti ja sallii enintään neljä tarkistuspistettä viiden minuutin säilytysajalla. Valmistaja rajoittaa kehotevälimuistin 20K tokeniin, pääosin tekstikehotteille; tämä välimuistikiintiö on erillinen täydestä konteksti-ikkunasta. Lähteisiin ankkuroituvassa avustajassa sovellus voi hakea olennaisen tekstin tai suorittaa pyydetyn funktion ja lähettää sitten havaitun tuloksen takaisin lopullista vastausta varten. Malli itse ei ole reaaliaikainen tiedonhakumoottori. Kun vastaus riippuu ajantasaisesta käytännöstä tai yksityisestä tietopohjasta, sisällytä todellinen olennainen lähde. Pyydetty JSON-muoto voi olla hyödyllinen luokittelussa tai poiminnassa, mutta valmistajan profiili ei luettele pakotettua rakenteista tulostetta tuetuksi ominaisuudeksi; määritä puuttuvien arvojen käsittely ja tarkista palautetut kentät.</p><p>Ensimmäisen sukupolven lisärooli on mukauttaminen: Amazon dokumentoi Micron hienosäädön merkityillä esimerkeillä ja tehtäväkohtaisen tiedon tislaamisen siihen Nova Prosta tai Premieristä. Mukautettu johdannainen on erillinen työnkulku eikä kyky, joka muuttaa perusversiota huomaamatta. Arvioi tavallisen mallin valmistunutta tuotosta sen briiffiä vasten: annettujen faktojen tulee säilyä, tärkeät ominaisuudet eivät saa kadota ja proosan tulee vastata pyydettyä tyyliä. Micro voi myös tuottaa koodia, mutta nämä vastaukset eivät sisällä automaattista turvallisuustarkistusta tai suoritustulosta.</p>",
  "aboutText": "Amazon Nova Micro on Amazonin ensimmäisen Nova-sukupolven pelkkää tekstiä käsittelevä malli, joka on suunniteltu lyhyen viiveen vastauksiin tavanomaisissa kielityönkuluissa. Se vastaanottaa tekstiä ja palauttaa tekstiä. Amazonin esimerkkeihin kuuluvat annettujen tietojen tiivistäminen, kääntäminen, tekstin luokittelu, kysymyksiin vastaaminen ja tiiviin kirjallisen sisällön tuottaminen. Micro on hyödyllinen, kun sovellus on jo kerännyt faktat ja tarvitsee rajatun muunnoksen, kuten tuoteominaisuuksien muuttamisen kuvastokappaleeksi tai kokousmuistiinpanojen muuntamisen toimintalistaksi.\n\nEnsimmäisen Nova-sukupolven opas luettelee 128K-tokenin konteksti-ikkunan ja enintään 10K-tokenin tulosteen. Sen dokumentoitu tietojen katkaisukohta on lokakuu 2024. Tämä on pienempi työkonteksti kuin Nova Liten ja Pron 300K-ikkunat tai Premierin 1 miljoonan tokenin ikkuna. Käytä tila tekstiin, josta vastaus todella riippuu: lähdekatkelmiin, esimerkkeihin ja olennaiseen keskusteluun. Määritä, onko haluttu tuotos lyhyt vastaus, luokkatunniste, käännös vai poimittujen kenttien joukko. Laaja kontekstikiintiö ei vaadi pitkää vastausta; täsmällinen tulosteen pituus ja rakenne pitävät tuloksen hyödyllisenä.\n\nMicron alue on teksti eikä natiivi kuvan, videon tai äänen ymmärtäminen. Anna alun perin asiakirjaan tai mediatiedostoon tallennetusta tiedosta poimittu teksti tai litterointi. Tuotesisällön briiffi voi sisältää tuotenimen, mitat, materiaalit, variantit ja vaaditun tyylin ja pyytää sitten yhtä kappaletta, joka käyttää vain näitä ominaisuuksia. Oma esimerkki voisi pyytää neutraalin kuvauksen ja erillisen luettelon puuttuvista tuotetiedoista. Näin mallia käytetään annetun näytön kirjoittajana ja muuntajana sen sijaan, että sitä pyydettäisiin päättelemään näkymättömiä tuoteominaisuuksia.\n\nAmazon dokumentoi Nova-tekstikehotteille system-, user- ja assistant-roolit. Järjestelmäohje voi määrittää kirjoittajaroolin ja toistuvat rajoitteet; käyttäjäviesti antaa tehtävän ja lähtöaineiston; muutama edustava esimerkki voi näyttää halutun muodon. Jäsennä tiheät syötteet selkein tunnistein ja jaa yhdistelmäohjeet erillisiin vaiheisiin, jos mallilla on vaikeuksia niiden riippuvuuksien kanssa. Määritä käännöstä varten kohdekieli, säilytetäänkö erisnimet ja mitkä termit on jätettävä muuttumattomiksi. Version1-perhe on koulutettu yli 200 kielelle ja optimoitu pienemmälle joukolle, joten älä oleta samaa laatua jokaisessa murteessa.\n\nMicro tukee vastausten suoratoistoa ja asiakaspuolen työkalukutsuja. Se tukee myös kehotevälimuistia Amazonin dokumentoidussa palveluprofiilissa. Eksplisiittinen välimuisti vaatii vähintään 1K tokenia tarkistuspistettä kohti ja sallii enintään neljä tarkistuspistettä viiden minuutin säilytysajalla. Valmistaja rajoittaa kehotevälimuistin 20K tokeniin, pääosin tekstikehotteille; tämä välimuistikiintiö on erillinen täydestä konteksti-ikkunasta. Lähteisiin ankkuroituvassa avustajassa sovellus voi hakea olennaisen tekstin tai suorittaa pyydetyn funktion ja lähettää sitten havaitun tuloksen takaisin lopullista vastausta varten. Malli itse ei ole reaaliaikainen tiedonhakumoottori. Kun vastaus riippuu ajantasaisesta käytännöstä tai yksityisestä tietopohjasta, sisällytä todellinen olennainen lähde. Pyydetty JSON-muoto voi olla hyödyllinen luokittelussa tai poiminnassa, mutta valmistajan profiili ei luettele pakotettua rakenteista tulostetta tuetuksi ominaisuudeksi; määritä puuttuvien arvojen käsittely ja tarkista palautetut kentät.\n\nEnsimmäisen sukupolven lisärooli on mukauttaminen: Amazon dokumentoi Micron hienosäädön merkityillä esimerkeillä ja tehtäväkohtaisen tiedon tislaamisen siihen Nova Prosta tai Premieristä. Mukautettu johdannainen on erillinen työnkulku eikä kyky, joka muuttaa perusversiota huomaamatta. Arvioi tavallisen mallin valmistunutta tuotosta sen briiffiä vasten: annettujen faktojen tulee säilyä, tärkeät ominaisuudet eivät saa kadota ja proosan tulee vastata pyydettyä tyyliä. Micro voi myös tuottaa koodia, mutta nämä vastaukset eivät sisällä automaattista turvallisuustarkistusta tai suoritustulosta.",
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      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">•</span><h2 id=\"sheet-title\">Amazon: Nova Micro 1.0</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Sulje\">×</button></div><div class=\"idline\"><span>Amazon /</span><code>amazon/nova-micro-v1</code><button type=\"button\" id=\"copy-id\">Kopioi ID</button></div><nav class=\"card-jump-nav\" aria-label=\"Mallikortin osiot\"><button type=\"button\" data-card-jump=\"overview\">Aloitus</button><button type=\"button\" data-card-jump=\"methods\">Syötteet &amp; menetelmät</button><button type=\"button\" data-card-jump=\"pricing\">Hinnoittelu</button><button type=\"button\" data-card-jump=\"examples\">Esimerkit</button><button type=\"button\" data-card-jump=\"results\">Tulokset</button><button type=\"button\" data-card-jump=\"aliases\">Aliakset</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"API-menetelmät\"><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|amazon%2Fnova-micro-v1\">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|amazon%2Fnova-micro-v1\">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\">Aloitus</h3><p class=\"mdesc-full\">Amazon Nova Micro on ensimmäisen Nova-sukupolven pelkkää tekstiä käsittelevä malli. Se on suunniteltu lyhyen viiveen kielitehtäviin, kuten yhteenvetoihin, kääntämiseen, luokitteluun, kysymyksiin vastaamiseen ja annettujen faktojen muuttamiseen tiiviiksi sisällöksi.</p><dl class=\"card-io\" data-card-io><div><dt>Hyväksytyt syötteet</dt><dd>Teksti</dd></div><div><dt>Tulokset</dt><dd>Teksti</dd></div></dl><details class=\"card-about\"><summary>Tietoa mallista</summary><p class=\"note-s\" data-model-method-boundary>Tämä kuvaus kattaa mallin ominaisuudet. Ailootissa saatavilla olevat syötteet, tulosteet ja asetukset luetellaan alla valitulle menetelmälle.</p><div class=\"mabout\" id=\"m-about\"><p>Amazon Nova Micro on Amazonin ensimmäisen Nova-sukupolven pelkkää tekstiä käsittelevä malli, joka on suunniteltu lyhyen viiveen vastauksiin tavanomaisissa kielityönkuluissa. Se vastaanottaa tekstiä ja palauttaa tekstiä. Amazonin esimerkkeihin kuuluvat annettujen tietojen tiivistäminen, kääntäminen, tekstin luokittelu, kysymyksiin vastaaminen ja tiiviin kirjallisen sisällön tuottaminen. Micro on hyödyllinen, kun sovellus on jo kerännyt faktat ja tarvitsee rajatun muunnoksen, kuten tuoteominaisuuksien muuttamisen kuvastokappaleeksi tai kokousmuistiinpanojen muuntamisen toimintalistaksi.</p><p>Ensimmäisen Nova-sukupolven opas luettelee 128K-tokenin konteksti-ikkunan ja enintään 10K-tokenin tulosteen. Sen dokumentoitu tietojen katkaisukohta on lokakuu 2024. Tämä on pienempi työkonteksti kuin Nova Liten ja Pron 300K-ikkunat tai Premierin 1 miljoonan tokenin ikkuna. Käytä tila tekstiin, josta vastaus todella riippuu: lähdekatkelmiin, esimerkkeihin ja olennaiseen keskusteluun. Määritä, onko haluttu tuotos lyhyt vastaus, luokkatunniste, käännös vai poimittujen kenttien joukko. Laaja kontekstikiintiö ei vaadi pitkää vastausta; täsmällinen tulosteen pituus ja rakenne pitävät tuloksen hyödyllisenä.</p><p>Micron alue on teksti eikä natiivi kuvan, videon tai äänen ymmärtäminen. Anna alun perin asiakirjaan tai mediatiedostoon tallennetusta tiedosta poimittu teksti tai litterointi. Tuotesisällön briiffi voi sisältää tuotenimen, mitat, materiaalit, variantit ja vaaditun tyylin ja pyytää sitten yhtä kappaletta, joka käyttää vain näitä ominaisuuksia. Oma esimerkki voisi pyytää neutraalin kuvauksen ja erillisen luettelon puuttuvista tuotetiedoista. Näin mallia käytetään annetun näytön kirjoittajana ja muuntajana sen sijaan, että sitä pyydettäisiin päättelemään näkymättömiä tuoteominaisuuksia.</p><p>Amazon dokumentoi Nova-tekstikehotteille system-, user- ja assistant-roolit. Järjestelmäohje voi määrittää kirjoittajaroolin ja toistuvat rajoitteet; käyttäjäviesti antaa tehtävän ja lähtöaineiston; muutama edustava esimerkki voi näyttää halutun muodon. Jäsennä tiheät syötteet selkein tunnistein ja jaa yhdistelmäohjeet erillisiin vaiheisiin, jos mallilla on vaikeuksia niiden riippuvuuksien kanssa. Määritä käännöstä varten kohdekieli, säilytetäänkö erisnimet ja mitkä termit on jätettävä muuttumattomiksi. Version1-perhe on koulutettu yli 200 kielelle ja optimoitu pienemmälle joukolle, joten älä oleta samaa laatua jokaisessa murteessa.</p><p>Micro tukee vastausten suoratoistoa ja asiakaspuolen työkalukutsuja. Se tukee myös kehotevälimuistia Amazonin dokumentoidussa palveluprofiilissa. Eksplisiittinen välimuisti vaatii vähintään 1K tokenia tarkistuspistettä kohti ja sallii enintään neljä tarkistuspistettä viiden minuutin säilytysajalla. Valmistaja rajoittaa kehotevälimuistin 20K tokeniin, pääosin tekstikehotteille; tämä välimuistikiintiö on erillinen täydestä konteksti-ikkunasta. Lähteisiin ankkuroituvassa avustajassa sovellus voi hakea olennaisen tekstin tai suorittaa pyydetyn funktion ja lähettää sitten havaitun tuloksen takaisin lopullista vastausta varten. Malli itse ei ole reaaliaikainen tiedonhakumoottori. Kun vastaus riippuu ajantasaisesta käytännöstä tai yksityisestä tietopohjasta, sisällytä todellinen olennainen lähde. Pyydetty JSON-muoto voi olla hyödyllinen luokittelussa tai poiminnassa, mutta valmistajan profiili ei luettele pakotettua rakenteista tulostetta tuetuksi ominaisuudeksi; määritä puuttuvien arvojen käsittely ja tarkista palautetut kentät.</p><p>Ensimmäisen sukupolven lisärooli on mukauttaminen: Amazon dokumentoi Micron hienosäädön merkityillä esimerkeillä ja tehtäväkohtaisen tiedon tislaamisen siihen Nova Prosta tai Premieristä. Mukautettu johdannainen on erillinen työnkulku eikä kyky, joka muuttaa perusversiota huomaamatta. Arvioi tavallisen mallin valmistunutta tuotosta sen briiffiä vasten: annettujen faktojen tulee säilyä, tärkeät ominaisuudet eivät saa kadota ja proosan tulee vastata pyydettyä tyyliä. Micro voi myös tuottaa koodia, mutta nämä vastaukset eivät sisällä automaattista turvallisuustarkistusta tai suoritustulosta.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Saatavilla Ailootissa · syötteet &amp; menetelmät</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>Syötetyypit</dt><dd><code>text</code></dd></div><div><dt>Tulostyypit</dt><dd><code>text</code></dd></div><div><dt>Tulosteen muoto</dt><dd>json tai SSE</dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Kenttä</th><th>Tyyppi</th><th>Vaatimus</th><th>Arvot &amp; rajat</th><th>Oletus</th></tr></thead><tbody><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Pakollinen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div>amazon/nova-micro-v1</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">messages</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>message[]</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Pakollinen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div>Kohteiden vähimmäismäärä: 1</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">messages[].role</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Pakollinen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div>Esimerkit: system, user, assistant, tool, function</div><div>Ehdot: Nämä roolit esitetään nimenomaisesti lähdekoodin yhteensopivuustyypeissä; mallin täsmällinen roolijoukko pysyy mallikohtaisena.</div><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">messages[].content</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string|content_part[]|null</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">messages[].tool_calls</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>tool_call[]</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">messages[].tool_call_id</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div>Sovelletaan, kun: role=tool; käytä todella palautettua ID:tä</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">messages[].name</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">messages[].reasoning_content</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div>Sovelletaan, kun: Palauta todella saatu päättely takaisin mallille, kun kyseinen malli käyttää sitä</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">messages[].reasoning_details</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>object|array</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">max_tokens</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>integer</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div>Vähimmäismäärä: 1</div><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">max_completion_tokens</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>integer</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div>Vähimmäismäärä: 1</div><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">stream</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>boolean</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span></td><td data-cell-label=\"Oletus\" data-default=\"known\"><span class=\"card-cell-label\">Oletus</span>false</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">stream_options.include_usage</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>boolean</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">temperature</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>number</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">top_p</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>number</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">stop</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string|string[]</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">tools</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>function_tool[]</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">tools[].type</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div>function</div><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">tools[].function.name</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Pakollinen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div>Sovelletaan, kun: funktiotyökalu annettu</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">tools[].function.description</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">tools[].function.parameters</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>JSON_schema</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">tool_choice</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string|object</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">parallel_tool_calls</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>boolean</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">response_format</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>object</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">reasoning_effort</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">reasoning</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>object</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">service_tier</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_compatibility\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">instructions</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div class=\"note-s\">Yhteensopivuuskenttä</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">functions</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>function[]</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">function_call</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string|object</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"model_dependent\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">prompt_cache_options</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>object</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div class=\"note-s\">Riippuu mallista</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">modalities</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string[]</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div>text</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">provider</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>object</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div>Ehdot: provider.options hylätään tällä Ultran tekstireitillä</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">cache_control.ttl</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div>Ehdot: 1h hylätään varsinaisissa kehotevälimuistin kohdissa</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr></tbody></table></div><details class=\"card-about\" data-material-combinations><summary>Syöteaineistojen yhdistelmät</summary><p class=\"note-s\"><b>Teksti</b> · UTF8-teksti</p><p class=\"note-s\"><code>messages[].content</code></p></details><details class=\"note-s\" data-method-contract><summary>Menetelmän parametrit ja elinkaari</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parametri</th><th>Sopimus</th></tr></thead><tbody><tr><th data-cell-label=\"Parametri\" scope=\"row\"><span class=\"card-cell-label\">Parametri</span><code>content_type</code></th><td data-cell-label=\"Sopimus\"><span class=\"card-cell-label\">Sopimus</span>application/json</td></tr><tr><th data-cell-label=\"Parametri\" scope=\"row\"><span class=\"card-cell-label\">Parametri</span><code>required</code></th><td data-cell-label=\"Sopimus\"><span class=\"card-cell-label\">Sopimus</span>model, messages</td></tr><tr><th data-cell-label=\"Parametri\" scope=\"row\"><span class=\"card-cell-label\">Parametri</span><code>material_types</code></th><td data-cell-label=\"Sopimus\"><span class=\"card-cell-label\">Sopimus</span>text</td></tr><tr><th data-cell-label=\"Parametri\" scope=\"row\"><span class=\"card-cell-label\">Parametri</span><code>messages</code></th><td data-cell-label=\"Sopimus\"><span class=\"card-cell-label\">Sopimus</span>viestitaulukko role/content-rakenteella</td></tr><tr><th data-cell-label=\"Parametri\" scope=\"row\"><span class=\"card-cell-label\">Parametri</span><code>file_material</code></th><td data-cell-label=\"Sopimus\"><span class=\"card-cell-label\">Sopimus</span>varsinainen UTF-8-asiakirja lisätään sellaisenaan tekstinä; tiedoston ID:tä ei päätellä</td></tr><tr><th data-cell-label=\"Parametri\" scope=\"row\"><span class=\"card-cell-label\">Parametri</span><code>optional_controls</code></th><td data-cell-label=\"Sopimus\"><span class=\"card-cell-label\">Sopimus</span>stream, temperature, top_p, stop, max_tokens, max_completion_tokens, reasoning, response_format, tools, tool_choice</td></tr><tr><th data-cell-label=\"Parametri\" scope=\"row\"><span class=\"card-cell-label\">Parametri</span><code>control_scope</code></th><td data-cell-label=\"Sopimus\"><span class=\"card-cell-label\">Sopimus</span>mallikohtainen; käyttäjän funktiotyökalut eroavat palvelun isännöimistä työkaluista</td></tr><tr><th data-cell-label=\"Parametri\" scope=\"row\"><span class=\"card-cell-label\">Parametri</span><code>output_modalities</code></th><td data-cell-label=\"Sopimus\"><span class=\"card-cell-label\">Sopimus</span>text</td></tr><tr><th data-cell-label=\"Parametri\" scope=\"row\"><span class=\"card-cell-label\">Parametri</span><code>hosted_operations</code></th><td data-cell-label=\"Sopimus\"><span class=\"card-cell-label\">Sopimus</span>false</td></tr><tr><th data-cell-label=\"Parametri\" scope=\"row\"><span class=\"card-cell-label\">Parametri</span><code>multimodal_input_binding</code></th><td data-cell-label=\"Sopimus\"><span class=\"card-cell-label\">Sopimus</span>null</td></tr></tbody></table></div><p>Elinkaari: <code>synchronous_or_streamed</code></p><p class=\"note-s\">Lähetä mallin täsmällinen ID yhdessä messages-kentän kanssa.</p><p class=\"note-s\">Kontekstin pituus ei ole tuloksen yläraja.</p><p class=\"note-s\">Tekstitiedosto voi antaa tekstiä sellaisenaan; kuva-, ääni- ja tiedosto-objektisyötteet tarvitsevat täsmällisen sidonnan.</p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Hinnoittelu</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Hintatiedot eivät lisää pyyntövalintoja. Tuetut parametrit on lueteltu valitulle menetelmälle.</p><dl data-price-conditions><dt>Nopea tila</dt><dd>Vakiohinta <span class=\"note-s\">Kun nopea tila on valittu</span></dd><dt>Flex-tila</dt><dd>Vakiohinta <span class=\"note-s\">Kun flex-tila on valittu</span></dd><dt>Päättelyn enimmäisteho</dt><dd>Vakiohinta <span class=\"note-s\">Kun päättelyn enimmäistehoon sovelletaan default-oletussäätöä</span></dd></dl></div><div data-declared-tariff-pricing><h4>Ailoot-hinnat</h4><h4>Hinnat asetusten mukaan</h4><p class=\"note-s\">Kohdista kukin veloitus näytettyihin ehtoihin. Käytä yhtä hintaa kutakin vaihtoehtoisten asetusten ryhmää kohden.</p><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Asetukset</th><th>Hinnasto</th><th>Kontekstin tokenit, enemmän kuin</th><th>Kontekstin tokenit, enintään raja-arvo mukaan lukien</th><th>Veloitus</th></tr></thead><tbody><tr><th data-cell-label=\"Asetukset\" scope=\"row\"><span class=\"card-cell-label\">Asetukset</span>Tokenien perushinnat</th><td data-cell-label=\"Hinnasto\"><span class=\"card-cell-label\">Hinnasto</span>Perushinta</td><td data-cell-label=\"Kontekstin tokenit, enemmän kuin\"><span class=\"card-cell-label\">Kontekstin tokenit, enemmän kuin</span>—</td><td data-cell-label=\"Kontekstin tokenit, enintään raja-arvo mukaan lukien\"><span class=\"card-cell-label\">Kontekstin tokenit, enintään raja-arvo mukaan lukien</span>Ei ylärajaa</td><td data-cell-label=\"Veloitus\"><span class=\"card-cell-label\">Veloitus</span><div><span>Syöte · Syötetokenit</span> <b>$0.00007</b> <span class=\"price-unit\">/ 1K tokenia</span></div><div><span>Tuloste · Tulostokenit</span> <b>$0.00028</b> <span class=\"price-unit\">/ 1K tokenia</span></div><div><span>Syöte · Välimuistin luku</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenia</span></div><div><span>Syöte · Välimuistiin kirjoitus</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenia</span></div><div><span>Syöte · Välimuistiin kirjoitus, 1 tunti</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenia</span></div></td></tr><tr><th data-cell-label=\"Asetukset\" scope=\"row\"><span class=\"card-cell-label\">Asetukset</span>Pyynnön pituusluokka 1</th><td data-cell-label=\"Hinnasto\"><span class=\"card-cell-label\">Hinnasto</span>—</td><td data-cell-label=\"Kontekstin tokenit, enemmän kuin\"><span class=\"card-cell-label\">Kontekstin tokenit, enemmän kuin</span>0</td><td data-cell-label=\"Kontekstin tokenit, enintään raja-arvo mukaan lukien\"><span class=\"card-cell-label\">Kontekstin tokenit, enintään raja-arvo mukaan lukien</span>Ei ylärajaa</td><td data-cell-label=\"Veloitus\"><span class=\"card-cell-label\">Veloitus</span><div><span>Syöte · Syötetokenit</span> <b>$0.00007</b> <span class=\"price-unit\">/ 1K tokenia</span></div><div><span>Tuloste · Tulostokenit</span> <b>$0.00028</b> <span class=\"price-unit\">/ 1K tokenia</span></div><div><span>Syöte · Välimuistin luku</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenia</span></div><div><span>Syöte · Välimuistiin kirjoitus</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenia</span></div><div><span>Syöte · Välimuistiin kirjoitus, 1 tunti</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenia</span></div></td></tr></tbody></table></div></div><p class=\"note-s\">Ailoot varaa arvioidun summan ennen pyyntöä. Tuloksen jälkeen lopullinen veloitus toteutetaan mitatun käytön perusteella. Suoratoiston veloituksessa käytetään lopullista käyttötietuetta. <a href=\"/docs/fi/billing/reserve/\">Varauksen ja lopullisen veloituksen toiminta →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">Esimerkkipyynnöt</h3><h4>Ailoot Ultra · OpenAI Chat</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Koodivaihtoehdot\"><button class=\"cg-tab\" id=\"model-code-1019-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1019-panel-0\" aria-selected=\"true\" tabindex=\"0\">curl</button><button class=\"cg-tab\" id=\"model-code-1019-tab-1\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1019-panel-1\" aria-selected=\"false\" tabindex=\"-1\">Python SDK</button><button class=\"cg-tab\" id=\"model-code-1019-tab-2\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1019-panel-2\" aria-selected=\"false\" tabindex=\"-1\">Python-suoratoisto</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Kopioi koodi\"><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-1019-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-1019-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;amazon/nova-micro-v1&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-1019-panel-1\" role=\"tabpanel\" aria-labelledby=\"model-code-1019-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;amazon/nova-micro-v1&#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-1019-panel-2\" role=\"tabpanel\" aria-labelledby=\"model-code-1019-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;amazon/nova-micro-v1&#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\">Vastaanota ja tallenna tulokset</h3><h4>Ailoot Ultra · OpenAI Chat</h4><p class=\"note-s\">json tai SSE</p><div class=\"card-result-process\" data-all-results><h5>Säilytä kaikki valmistuneet tulokset</h5><p class=\"note-s\">Säilytä jokainen kokonainen palautettu vastaus, tiedosto ja sisällön osa.</p><p class=\"note-s\">Säilytä jokainen vastausvaihtoehto sisältöineen, työkalukutsuineen ja päättelyineen. Kokoa SSE:ssä muutokset vastausvaihtoehdon ja työkalun indeksin mukaan ja säilytä lopullinen päättymissyy sekä käyttötiedot.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Jos alkuperäinen vastaus on tarkistettava</h5><p class=\"note-s\">Säilytä pyyntöjen/vastausten ID:t ja otsakkeet. Yleistä tekstityön haku-URL:ää ei anneta.</p></div><details class=\"card-about\" data-output-fields><summary>Vastauksen kentät</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Kenttä</th><th>Tyyppi</th></tr></thead><tbody><tr><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">choices[].index</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span>integer</td></tr><tr><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">choices[].message.content</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span>string|null</td></tr><tr><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">choices[].message.tool_calls</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span>tool_call[]</td></tr><tr><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">choices[].message.reasoning_content</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span>string</td></tr><tr><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">choices[].message.reasoning_details</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span>object|array</td></tr><tr><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">choices[].finish_reason</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span>string|null</td></tr><tr><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">usage</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span>object</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Virheet ja seuraavat vaiheet</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Vastaus</th><th>Ehto</th><th>Seuraava vaihe</th></tr></thead><tbody><tr><th data-cell-label=\"Vastaus\" scope=\"row\"><span class=\"card-cell-label\">Vastaus</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Ehto\"><span class=\"card-cell-label\">Ehto</span>Virheelliset pakolliset kentät, aineiston esitysmuoto tai parametrin arvo</td><td data-cell-label=\"Seuraava vaihe\"><span class=\"card-cell-label\">Seuraava vaihe</span>Korjaa ilmoitetut kentät ennen uutta luontipyyntöä.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Aliakset</h3><h4>Mallin aliakset</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=amazon%2Fnova-micro-v1&amp;route=Ultra&amp;caller=amazon%2Fnova-micro-v1&amp;fmt=chat\"><code>amazon/nova-micro-v1</code></a></span></p><h4>Menetelmäpolkujen aliakset</h4><p class=\"note-s\">Käytä yllä näytettyjä menetelmäpolkuja.</p><h4>Liittyvät kutsujan ID:t</h4><p class=\"note-s\"><a href=\"#m=amazon%2Fnova-micro-v1&amp;route=Ultra&amp;caller=amazon%2Fnova-micro-v1&amp;fmt=chat\"><code>amazon/nova-micro-v1</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "amazon/nova-micro-v1",
        "fmt": "chat",
        "http": "POST",
        "path": "/v1/chat/completions",
        "request_model_id": "amazon/nova-micro-v1",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|chat|/v1/chat/completions|amazon%2Fnova-micro-v1",
      "ordinal": 0,
      "rawMethod": {
        "available": null,
        "cache_read": null,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "all_results": "Keep every choice and its content/tool calls/reasoning. In SSE assemble deltas by choice/tool index, retain the final finish reason and usage.",
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "header": "Authorization: Bearer"
            },
            "errors": [
              {
                "code": null,
                "condition": "Virheelliset pakolliset kentät, aineiston esitysmuoto tai parametrin arvo",
                "http_status": 400,
                "recovery": "Korjaa ilmoitetut kentät ennen uutta luontipyyntöä.",
                "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": "Säilytä pyyntöjen/vastausten ID:t ja otsakkeet. Yleistä tekstityön haku-URL:ää ei anneta."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "messages[].content",
                "required_material": "UTF8-teksti"
              }
            ],
            "operation_modes": [
              "conversation",
              "function_tool_continuation",
              "streaming"
            ],
            "outputs": {
              "all_results": "Säilytä jokainen vastausvaihtoehto sisältöineen, työkalukutsuineen ja päättelyineen. Kokoa SSE:ssä muutokset vastausvaihtoehdon ja työkalun indeksin mukaan ja säilytä lopullinen päättymissyy sekä käyttötiedot.",
              "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 tai SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "amazon/nova-micro-v1"
                ],
                "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": "Nämä roolit esitetään nimenomaisesti lähdekoodin yhteensopivuustyypeissä; mallin täsmällinen roolijoukko pysyy mallikohtaisena.",
                "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; käytä todella palautettua ID:tä"
              },
              {
                "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": "Palauta todella saatu päättely takaisin mallille, kun kyseinen malli käyttää sitä"
              },
              {
                "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": "funktiotyökalu annettu"
              },
              {
                "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 hylätään tällä Ultran tekstireitillä",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "provider",
                "required": false,
                "type": "object"
              },
              {
                "availability": "source_interface",
                "conditions": "1h hylätään varsinaisissa kehotevälimuistin kohdissa",
                "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": [
            "Lähetä mallin täsmällinen ID yhdessä messages-kentän kanssa.",
            "Kontekstin pituus ei ole tuloksen yläraja.",
            "Tekstitiedosto voi antaa tekstiä sellaisenaan; kuva-, ääni- ja tiedosto-objektisyötteet tarvitsevat täsmällisen sidonnan."
          ],
          "input": {
            "content_type": "application/json",
            "control_scope": "mallikohtainen; käyttäjän funktiotyökalut eroavat palvelun isännöimistä työkaluista",
            "file_material": "varsinainen UTF-8-asiakirja lisätään sellaisenaan tekstinä; tiedoston ID:tä ei päätellä",
            "hosted_operations": false,
            "material_types": [
              "text"
            ],
            "messages": "viestitaulukko role/content-rakenteella",
            "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": "Tokenien perushinnat",
            "units": [
              {
                "amount": "0.00007000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000007",
                "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": "0.00028000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000028",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 0
            },
            "label": "Pyynnön pituusluokka 1",
            "units": [
              {
                "amount": "0.00007000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000007",
                "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": "0.00028000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000028",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "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\": \"amazon/nova-micro-v1\", \"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='amazon/nova-micro-v1',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='amazon/nova-micro-v1',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": 0.07,
        "input": [
          "text"
        ],
        "label": "OpenAI Chat",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [],
        "out": 0.28,
        "output": [
          "text"
        ],
        "path": "/v1/chat/completions",
        "price_conditions": [
          {
            "label": "Nopea tila",
            "value": "Vakiohinta",
            "when": "Kun nopea tila on valittu"
          },
          {
            "label": "Flex-tila",
            "value": "Vakiohinta",
            "when": "Kun flex-tila on valittu"
          },
          {
            "label": "Päättelyn enimmäisteho",
            "value": "Vakiohinta",
            "when": "Kun päättelyn enimmäistehoon sovelletaan default-oletussäätöä"
          }
        ],
        "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": "0.00007000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000007",
                "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": "0.00028000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000028",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 0
            },
            "label": "Request-length tier 1",
            "units": [
              {
                "amount": "0.00007000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000007",
                "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": "0.00028000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000028",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "amazon/nova-micro-v1",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [
          {
            "cache_read": null,
            "cache_read_multiplier": null,
            "cache_write": null,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 0.07,
            "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": 0.28,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.00007000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.00000007",
            "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": "0.00028000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.00000028",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    },
    {
      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">•</span><h2 id=\"sheet-title\">Amazon: Nova Micro 1.0</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Sulje\">×</button></div><div class=\"idline\"><span>Amazon /</span><code>amazon/nova-micro-v1</code><button type=\"button\" id=\"copy-id\">Kopioi ID</button></div><nav class=\"card-jump-nav\" aria-label=\"Mallikortin osiot\"><button type=\"button\" data-card-jump=\"overview\">Aloitus</button><button type=\"button\" data-card-jump=\"methods\">Syötteet &amp; menetelmät</button><button type=\"button\" data-card-jump=\"pricing\">Hinnoittelu</button><button type=\"button\" data-card-jump=\"examples\">Esimerkit</button><button type=\"button\" data-card-jump=\"results\">Tulokset</button><button type=\"button\" data-card-jump=\"aliases\">Aliakset</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"API-menetelmät\"><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|amazon%2Fnova-micro-v1\">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|amazon%2Fnova-micro-v1\">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\">Aloitus</h3><p class=\"mdesc-full\">Amazon Nova Micro on ensimmäisen Nova-sukupolven pelkkää tekstiä käsittelevä malli. Se on suunniteltu lyhyen viiveen kielitehtäviin, kuten yhteenvetoihin, kääntämiseen, luokitteluun, kysymyksiin vastaamiseen ja annettujen faktojen muuttamiseen tiiviiksi sisällöksi.</p><dl class=\"card-io\" data-card-io><div><dt>Hyväksytyt syötteet</dt><dd>Teksti</dd></div><div><dt>Tulokset</dt><dd>json · sse</dd></div></dl><details class=\"card-about\"><summary>Tietoa mallista</summary><p class=\"note-s\" data-model-method-boundary>Tämä kuvaus kattaa mallin ominaisuudet. Ailootissa saatavilla olevat syötteet, tulosteet ja asetukset luetellaan alla valitulle menetelmälle.</p><div class=\"mabout\" id=\"m-about\"><p>Amazon Nova Micro on Amazonin ensimmäisen Nova-sukupolven pelkkää tekstiä käsittelevä malli, joka on suunniteltu lyhyen viiveen vastauksiin tavanomaisissa kielityönkuluissa. Se vastaanottaa tekstiä ja palauttaa tekstiä. Amazonin esimerkkeihin kuuluvat annettujen tietojen tiivistäminen, kääntäminen, tekstin luokittelu, kysymyksiin vastaaminen ja tiiviin kirjallisen sisällön tuottaminen. Micro on hyödyllinen, kun sovellus on jo kerännyt faktat ja tarvitsee rajatun muunnoksen, kuten tuoteominaisuuksien muuttamisen kuvastokappaleeksi tai kokousmuistiinpanojen muuntamisen toimintalistaksi.</p><p>Ensimmäisen Nova-sukupolven opas luettelee 128K-tokenin konteksti-ikkunan ja enintään 10K-tokenin tulosteen. Sen dokumentoitu tietojen katkaisukohta on lokakuu 2024. Tämä on pienempi työkonteksti kuin Nova Liten ja Pron 300K-ikkunat tai Premierin 1 miljoonan tokenin ikkuna. Käytä tila tekstiin, josta vastaus todella riippuu: lähdekatkelmiin, esimerkkeihin ja olennaiseen keskusteluun. Määritä, onko haluttu tuotos lyhyt vastaus, luokkatunniste, käännös vai poimittujen kenttien joukko. Laaja kontekstikiintiö ei vaadi pitkää vastausta; täsmällinen tulosteen pituus ja rakenne pitävät tuloksen hyödyllisenä.</p><p>Micron alue on teksti eikä natiivi kuvan, videon tai äänen ymmärtäminen. Anna alun perin asiakirjaan tai mediatiedostoon tallennetusta tiedosta poimittu teksti tai litterointi. Tuotesisällön briiffi voi sisältää tuotenimen, mitat, materiaalit, variantit ja vaaditun tyylin ja pyytää sitten yhtä kappaletta, joka käyttää vain näitä ominaisuuksia. Oma esimerkki voisi pyytää neutraalin kuvauksen ja erillisen luettelon puuttuvista tuotetiedoista. Näin mallia käytetään annetun näytön kirjoittajana ja muuntajana sen sijaan, että sitä pyydettäisiin päättelemään näkymättömiä tuoteominaisuuksia.</p><p>Amazon dokumentoi Nova-tekstikehotteille system-, user- ja assistant-roolit. Järjestelmäohje voi määrittää kirjoittajaroolin ja toistuvat rajoitteet; käyttäjäviesti antaa tehtävän ja lähtöaineiston; muutama edustava esimerkki voi näyttää halutun muodon. Jäsennä tiheät syötteet selkein tunnistein ja jaa yhdistelmäohjeet erillisiin vaiheisiin, jos mallilla on vaikeuksia niiden riippuvuuksien kanssa. Määritä käännöstä varten kohdekieli, säilytetäänkö erisnimet ja mitkä termit on jätettävä muuttumattomiksi. Version1-perhe on koulutettu yli 200 kielelle ja optimoitu pienemmälle joukolle, joten älä oleta samaa laatua jokaisessa murteessa.</p><p>Micro tukee vastausten suoratoistoa ja asiakaspuolen työkalukutsuja. Se tukee myös kehotevälimuistia Amazonin dokumentoidussa palveluprofiilissa. Eksplisiittinen välimuisti vaatii vähintään 1K tokenia tarkistuspistettä kohti ja sallii enintään neljä tarkistuspistettä viiden minuutin säilytysajalla. Valmistaja rajoittaa kehotevälimuistin 20K tokeniin, pääosin tekstikehotteille; tämä välimuistikiintiö on erillinen täydestä konteksti-ikkunasta. Lähteisiin ankkuroituvassa avustajassa sovellus voi hakea olennaisen tekstin tai suorittaa pyydetyn funktion ja lähettää sitten havaitun tuloksen takaisin lopullista vastausta varten. Malli itse ei ole reaaliaikainen tiedonhakumoottori. Kun vastaus riippuu ajantasaisesta käytännöstä tai yksityisestä tietopohjasta, sisällytä todellinen olennainen lähde. Pyydetty JSON-muoto voi olla hyödyllinen luokittelussa tai poiminnassa, mutta valmistajan profiili ei luettele pakotettua rakenteista tulostetta tuetuksi ominaisuudeksi; määritä puuttuvien arvojen käsittely ja tarkista palautetut kentät.</p><p>Ensimmäisen sukupolven lisärooli on mukauttaminen: Amazon dokumentoi Micron hienosäädön merkityillä esimerkeillä ja tehtäväkohtaisen tiedon tislaamisen siihen Nova Prosta tai Premieristä. Mukautettu johdannainen on erillinen työnkulku eikä kyky, joka muuttaa perusversiota huomaamatta. Arvioi tavallisen mallin valmistunutta tuotosta sen briiffiä vasten: annettujen faktojen tulee säilyä, tärkeät ominaisuudet eivät saa kadota ja proosan tulee vastata pyydettyä tyyliä. Micro voi myös tuottaa koodia, mutta nämä vastaukset eivät sisällä automaattista turvallisuustarkistusta tai suoritustulosta.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Saatavilla Ailootissa · syötteet &amp; menetelmät</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>Syötetyypit</dt><dd><code>text</code></dd></div><div><dt>Tulostyypit</dt><dd><code>json</code>, <code>sse</code></dd></div><div><dt>Tulosteen muoto</dt><dd>JSON tai SSE</dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Kenttä</th><th>Tyyppi</th><th>Vaatimus</th><th>Arvot &amp; rajat</th><th>Oletus</th></tr></thead><tbody><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Pakollinen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div>amazon/nova-micro-v1</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">messages</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>message[]</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Pakollinen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">messages[].role</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Pakollinen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span><div>user, assistant</div></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">messages[].content</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>string</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Pakollinen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">max_tokens</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>integer</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Pakollinen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span></td><td data-cell-label=\"Oletus\" data-default=\"unspecified\"><span class=\"card-cell-label\">Oletus</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">stream</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span><code>boolean</code></td><td data-cell-label=\"Vaatimus\"><span class=\"card-cell-label\">Vaatimus</span>Valinnainen</td><td data-cell-label=\"Arvot &amp; rajat\"><span class=\"card-cell-label\">Arvot &amp; rajat</span></td><td data-cell-label=\"Oletus\" data-default=\"known\"><span class=\"card-cell-label\">Oletus</span>false</td></tr></tbody></table></div><details class=\"card-about\" data-material-combinations><summary>Syöteaineistojen yhdistelmät</summary><p class=\"note-s\"><b>Teksti</b> · UTF-8-teksti</p><p class=\"note-s\"><code>messages[].content-merkkijono</code></p></details><details class=\"note-s\" data-method-contract><summary>Menetelmän parametrit ja elinkaari</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parametri</th><th>Sopimus</th></tr></thead><tbody><tr><th data-cell-label=\"Parametri\" scope=\"row\"><span class=\"card-cell-label\">Parametri</span><code>content_type</code></th><td data-cell-label=\"Sopimus\"><span class=\"card-cell-label\">Sopimus</span>application/json</td></tr><tr><th data-cell-label=\"Parametri\" scope=\"row\"><span class=\"card-cell-label\">Parametri</span><code>required</code></th><td data-cell-label=\"Sopimus\"><span class=\"card-cell-label\">Sopimus</span>model, messages, max_tokens</td></tr><tr><th data-cell-label=\"Parametri\" scope=\"row\"><span class=\"card-cell-label\">Parametri</span><code>optional_controls</code></th><td data-cell-label=\"Sopimus\"><span class=\"card-cell-label\">Sopimus</span>stream</td></tr><tr><th data-cell-label=\"Parametri\" scope=\"row\"><span class=\"card-cell-label\">Parametri</span><code>material_types</code></th><td data-cell-label=\"Sopimus\"><span class=\"card-cell-label\">Sopimus</span>text</td></tr><tr><th data-cell-label=\"Parametri\" scope=\"row\"><span class=\"card-cell-label\">Parametri</span><code>text_file_material</code></th><td data-cell-label=\"Sopimus\"><span class=\"card-cell-label\">Sopimus</span>Lue varsinainen UTF-8-asiakirja ja sijoita sen teksti ilmoitettuun syöte- tai viestisisällön merkkijonoon.</td></tr></tbody></table></div><p>Elinkaari: <code>synchronous_or_streamed</code></p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Hinnoittelu</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Hintatiedot eivät lisää pyyntövalintoja. Tuetut parametrit on lueteltu valitulle menetelmälle.</p><dl data-price-conditions><dt>Nopea tila</dt><dd>Vakiohinta <span class=\"note-s\">Kun nopea tila on valittu</span></dd><dt>Flex-tila</dt><dd>Vakiohinta <span class=\"note-s\">Kun flex-tila on valittu</span></dd><dt>Päättelyn enimmäisteho</dt><dd>Vakiohinta <span class=\"note-s\">Kun päättelyn enimmäistehoon sovelletaan default-oletussäätöä</span></dd></dl></div><div data-declared-tariff-pricing><h4>Ailoot-hinnat</h4><h4>Hinnat asetusten mukaan</h4><p class=\"note-s\">Kohdista kukin veloitus näytettyihin ehtoihin. Käytä yhtä hintaa kutakin vaihtoehtoisten asetusten ryhmää kohden.</p><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Asetukset</th><th>Hinnasto</th><th>Kontekstin tokenit, enemmän kuin</th><th>Kontekstin tokenit, enintään raja-arvo mukaan lukien</th><th>Veloitus</th></tr></thead><tbody><tr><th data-cell-label=\"Asetukset\" scope=\"row\"><span class=\"card-cell-label\">Asetukset</span>Tokenien perushinnat</th><td data-cell-label=\"Hinnasto\"><span class=\"card-cell-label\">Hinnasto</span>Perushinta</td><td data-cell-label=\"Kontekstin tokenit, enemmän kuin\"><span class=\"card-cell-label\">Kontekstin tokenit, enemmän kuin</span>—</td><td data-cell-label=\"Kontekstin tokenit, enintään raja-arvo mukaan lukien\"><span class=\"card-cell-label\">Kontekstin tokenit, enintään raja-arvo mukaan lukien</span>Ei ylärajaa</td><td data-cell-label=\"Veloitus\"><span class=\"card-cell-label\">Veloitus</span><div><span>Syöte · Syötetokenit</span> <b>$0.00007</b> <span class=\"price-unit\">/ 1K tokenia</span></div><div><span>Tuloste · Tulostokenit</span> <b>$0.00028</b> <span class=\"price-unit\">/ 1K tokenia</span></div><div><span>Syöte · Välimuistin luku</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenia</span></div><div><span>Syöte · Välimuistiin kirjoitus</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenia</span></div><div><span>Syöte · Välimuistiin kirjoitus, 1 tunti</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenia</span></div></td></tr><tr><th data-cell-label=\"Asetukset\" scope=\"row\"><span class=\"card-cell-label\">Asetukset</span>Pyynnön pituusluokka 1</th><td data-cell-label=\"Hinnasto\"><span class=\"card-cell-label\">Hinnasto</span>—</td><td data-cell-label=\"Kontekstin tokenit, enemmän kuin\"><span class=\"card-cell-label\">Kontekstin tokenit, enemmän kuin</span>0</td><td data-cell-label=\"Kontekstin tokenit, enintään raja-arvo mukaan lukien\"><span class=\"card-cell-label\">Kontekstin tokenit, enintään raja-arvo mukaan lukien</span>Ei ylärajaa</td><td data-cell-label=\"Veloitus\"><span class=\"card-cell-label\">Veloitus</span><div><span>Syöte · Syötetokenit</span> <b>$0.00007</b> <span class=\"price-unit\">/ 1K tokenia</span></div><div><span>Tuloste · Tulostokenit</span> <b>$0.00028</b> <span class=\"price-unit\">/ 1K tokenia</span></div><div><span>Syöte · Välimuistin luku</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenia</span></div><div><span>Syöte · Välimuistiin kirjoitus</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenia</span></div><div><span>Syöte · Välimuistiin kirjoitus, 1 tunti</span> <b>—</b> <span class=\"price-unit\">/ 1K tokenia</span></div></td></tr></tbody></table></div></div><p class=\"note-s\">Ailoot varaa arvioidun summan ennen pyyntöä. Tuloksen jälkeen lopullinen veloitus toteutetaan mitatun käytön perusteella. Suoratoiston veloituksessa käytetään lopullista käyttötietuetta. <a href=\"/docs/fi/billing/reserve/\">Varauksen ja lopullisen veloituksen toiminta →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">Esimerkkipyynnöt</h3><h4>Ailoot Ultra · Anthropic Messages</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Koodivaihtoehdot\"><button class=\"cg-tab\" id=\"model-code-1020-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1020-panel-0\" aria-selected=\"true\" tabindex=\"0\">Täydellinen minimaalinen JSON-runko</button><button class=\"cg-tab\" id=\"model-code-1020-tab-1\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1020-panel-1\" aria-selected=\"false\" tabindex=\"-1\">curl · käytä omaa UTF-8-dokumenttiasi</button><button class=\"cg-tab\" id=\"model-code-1020-tab-2\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1020-panel-2\" aria-selected=\"false\" tabindex=\"-1\">Python · tallenna koko tulos</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Kopioi koodi\"><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-1020-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-1020-tab-0\"><pre data-lang=\"json\"><code>{\n  &quot;model&quot;: &quot;amazon/nova-micro-v1&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-1020-panel-1\" role=\"tabpanel\" aria-labelledby=\"model-code-1020-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;amazon/nova-micro-v1&#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-1020-panel-2\" role=\"tabpanel\" aria-labelledby=\"model-code-1020-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;amazon/nova-micro-v1&#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\">Vastaanota ja tallenna tulokset</h3><h4>Ailoot Ultra · Anthropic Messages</h4><p class=\"note-s\">JSON tai SSE</p><div class=\"card-result-process\" data-all-results><h5>Säilytä kaikki valmistuneet tulokset</h5><p class=\"note-s\">Säilytä jokainen kokonainen palautettu vastaus, tiedosto ja sisällön osa.</p><p class=\"note-s\">Säilytä kaikki sisältölohkot, päättelyallekirjoitukset ja todelliset työkalukäytön ID:t. Kokoa kaikki SSE-lohkomuutokset; ensimmäinen tekstilohko ei ole koko tulos.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Jos alkuperäinen vastaus on tarkistettava</h5><p class=\"note-s\">Säilytä pyyntöjen/vastausten ID:t ja otsakkeet. Yleistä tekstityön haku-URL:ää ei anneta.</p></div><details class=\"card-about\" data-output-fields><summary>Vastauksen kentät</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Kenttä</th><th>Tyyppi</th></tr></thead><tbody><tr><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">id</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span>string</td></tr><tr><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span>string</td></tr><tr><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">content[]</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span>text|thinking|tool_use|other content block</td></tr><tr><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">stop_reason</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span>string|null</td></tr><tr><th data-cell-label=\"Kenttä\" scope=\"row\"><span class=\"card-cell-label\">Kenttä</span><code class=\"card-field-name\">usage</code></th><td data-cell-label=\"Tyyppi\" data-field-type><span class=\"card-cell-label\">Tyyppi</span>object</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Virheet ja seuraavat vaiheet</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Vastaus</th><th>Ehto</th><th>Seuraava vaihe</th></tr></thead><tbody><tr><th data-cell-label=\"Vastaus\" scope=\"row\"><span class=\"card-cell-label\">Vastaus</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Ehto\"><span class=\"card-cell-label\">Ehto</span>Virheelliset pakolliset kentät, aineiston esitysmuoto tai parametrin arvo</td><td data-cell-label=\"Seuraava vaihe\"><span class=\"card-cell-label\">Seuraava vaihe</span>Korjaa ilmoitetut kentät ennen uutta luontipyyntöä.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Aliakset</h3><h4>Mallin aliakset</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=amazon%2Fnova-micro-v1&amp;route=Ultra&amp;caller=amazon%2Fnova-micro-v1&amp;fmt=messages\"><code>amazon/nova-micro-v1</code></a></span></p><h4>Menetelmäpolkujen aliakset</h4><p class=\"note-s\">Käytä yllä näytettyjä menetelmäpolkuja.</p><h4>Liittyvät kutsujan ID:t</h4><p class=\"note-s\"><a href=\"#m=amazon%2Fnova-micro-v1&amp;route=Ultra&amp;caller=amazon%2Fnova-micro-v1&amp;fmt=messages\"><code>amazon/nova-micro-v1</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "amazon/nova-micro-v1",
        "fmt": "messages",
        "http": "POST",
        "path": "/v1/messages",
        "request_model_id": "amazon/nova-micro-v1",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|messages|/v1/messages|amazon%2Fnova-micro-v1",
      "ordinal": 1,
      "rawMethod": {
        "available": null,
        "cache_read": null,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "headers": [
                "Authorization: Bearer",
                "x-api-key",
                "anthropic-version"
              ],
              "version_example": "2023-06-01"
            },
            "errors": [
              {
                "code": null,
                "condition": "Virheelliset pakolliset kentät, aineiston esitysmuoto tai parametrin arvo",
                "http_status": 400,
                "recovery": "Korjaa ilmoitetut kentät ennen uutta luontipyyntöä.",
                "type": "invalid_request_error"
              }
            ],
            "example_body": {
              "max_tokens": 128,
              "messages": [
                {
                  "content": "Summarize the incident report.",
                  "role": "user"
                }
              ],
              "model": "amazon/nova-micro-v1",
              "stream": false
            },
            "lifecycle": {
              "create": {
                "http": "POST",
                "path": "/v1/messages"
              },
              "job_read": null,
              "mode": "synchronous_or_streamed",
              "unknown": "Säilytä pyyntöjen/vastausten ID:t ja otsakkeet. Yleistä tekstityön haku-URL:ää ei anneta."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "messages[].content-merkkijono",
                "required_material": "UTF-8-teksti"
              }
            ],
            "operation_modes": [
              "synchronous_json",
              "streamed_SSE"
            ],
            "outputs": {
              "all_results": "Säilytä kaikki sisältölohkot, päättelyallekirjoitukset ja todelliset työkalukäytön ID:t. Kokoa kaikki SSE-lohkomuutokset; ensimmäinen tekstilohko ei ole koko tulos.",
              "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 tai SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "amazon/nova-micro-v1"
                ],
                "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": [
                    "amazon/nova-micro-v1"
                  ],
                  "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": "amazon/nova-micro-v1",
              "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": "Lue varsinainen UTF-8-asiakirja ja sijoita sen teksti ilmoitettuun syöte- tai viestisisällön merkkijonoon."
          },
          "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": "Tokenien perushinnat",
            "units": [
              {
                "amount": "0.00007000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000007",
                "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": "0.00028000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000028",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 0
            },
            "label": "Pyynnön pituusluokka 1",
            "units": [
              {
                "amount": "0.00007000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000007",
                "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": "0.00028000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000028",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "{\n  \"model\": \"amazon/nova-micro-v1\",\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': 'amazon/nova-micro-v1', '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': 'amazon/nova-micro-v1', '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": 0.07,
        "input": [
          "text"
        ],
        "label": "Anthropic Messages",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [],
        "out": 0.28,
        "output": [
          "json",
          "sse"
        ],
        "path": "/v1/messages",
        "price_conditions": [
          {
            "label": "Nopea tila",
            "value": "Vakiohinta",
            "when": "Kun nopea tila on valittu"
          },
          {
            "label": "Flex-tila",
            "value": "Vakiohinta",
            "when": "Kun flex-tila on valittu"
          },
          {
            "label": "Päättelyn enimmäisteho",
            "value": "Vakiohinta",
            "when": "Kun päättelyn enimmäistehoon sovelletaan default-oletussäätöä"
          }
        ],
        "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": "0.00007000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000007",
                "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": "0.00028000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000028",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 0
            },
            "label": "Request-length tier 1",
            "units": [
              {
                "amount": "0.00007000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000007",
                "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": "0.00028000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000028",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "amazon/nova-micro-v1",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [
          {
            "cache_read": null,
            "cache_read_multiplier": null,
            "cache_write": null,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 0.07,
            "input_multiplier": null,
            "max": null,
            "max_tokens": null,
            "min": 0,
            "min_tokens": 0,
            "out": 0.28,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.00007000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.00000007",
            "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": "0.00028000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.00000028",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    }
  ],
  "model_id": "amazon/nova-micro-v1",
  "nativeProvenance": {
    "input_facts_canonical_sha256": "6ec358098c42e70a1ee9a7a213407112f5f49355ac5ca0635b9fb82db2edd62c",
    "input_html_sha256": "008088c4d7b6988061e8cd58d3154f4904cf016edd791d36f63e21d2aad347ec",
    "private_audit_sha256": "a038824e782860ac86108325fdb23e08e134a4a4184433d5accdaef79eedf7da",
    "role": "historical-normalized-input-audit-hashes",
    "schema": "ailoot-native-model-provenance-v2"
  },
  "page": {
    "canonical": "https://ailoot.ai/models/fi/amazon-nova-micro-v1/",
    "description": "Amazon Nova Micro on ensimmäisen Nova-sukupolven pelkkää tekstiä käsittelevä malli. Se on suunniteltu lyhyen viiveen kielitehtäviin, kuten yhteenvetoihin, kääntämiseen, luokitteluun, kysymyksiin vastaamiseen ja annettujen faktojen muuttamiseen tiiviiksi sisällöksi.",
    "locale": "fi",
    "md_url": "https://ailoot.ai/models/fi/amazon-nova-micro-v1/index.md",
    "title": "Amazon: Nova Micro 1.0 — Ailoot",
    "url": "https://ailoot.ai/models/fi/amazon-nova-micro-v1/"
  },
  "practicalHtml": "<h3>Käytännön tehtävä</h3><p>Tekninen esimerkki englanniksi</p><pre><code>Product copy from supplied specifications\n\nTurn these attributes into a neutral 45-word catalog paragraph: folding desk, oak veneer, steel frame, 90 × 50 cm top, two height positions, flat-pack delivery. Follow it with missing specifications a buyer might need. Use only the supplied attributes and avoid claims about durability, sustainability or maximum load.</code></pre><h4>Odotettu tulos</h4><pre><code>One short product paragraph followed by a separate missing-specifications list.</code></pre><h4>Tarkista tulos</h4><pre><code>Every stated product feature is in the supplied attributes; unknown load capacity stays in the missing list.</code></pre>",
  "practicalText": "Käytännön tehtävä Tekninen esimerkki englanniksi Product copy from supplied specifications Turn these attributes into a neutral 45-word catalog paragraph: folding desk, oak veneer, steel frame, 90 × 50 cm top, two height positions, flat-pack delivery. Follow it with missing specifications a buyer might need. Use only the supplied attributes and avoid claims about durability, sustainability or maximum load. Odotettu tulos One short product paragraph followed by a separate missing-specifications list. Tarkista tulos Every stated product feature is in the supplied attributes; unknown load capacity stays in the missing list.",
  "rawModel": {
    "about": "Amazon Nova Micro on Amazonin ensimmäisen Nova-sukupolven pelkkää tekstiä käsittelevä malli, joka on suunniteltu lyhyen viiveen vastauksiin tavanomaisissa kielityönkuluissa. Se vastaanottaa tekstiä ja palauttaa tekstiä. Amazonin esimerkkeihin kuuluvat annettujen tietojen tiivistäminen, kääntäminen, tekstin luokittelu, kysymyksiin vastaaminen ja tiiviin kirjallisen sisällön tuottaminen. Micro on hyödyllinen, kun sovellus on jo kerännyt faktat ja tarvitsee rajatun muunnoksen, kuten tuoteominaisuuksien muuttamisen kuvastokappaleeksi tai kokousmuistiinpanojen muuntamisen toimintalistaksi.\n\nEnsimmäisen Nova-sukupolven opas luettelee 128K-tokenin konteksti-ikkunan ja enintään 10K-tokenin tulosteen. Sen dokumentoitu tietojen katkaisukohta on lokakuu 2024. Tämä on pienempi työkonteksti kuin Nova Liten ja Pron 300K-ikkunat tai Premierin 1 miljoonan tokenin ikkuna. Käytä tila tekstiin, josta vastaus todella riippuu: lähdekatkelmiin, esimerkkeihin ja olennaiseen keskusteluun. Määritä, onko haluttu tuotos lyhyt vastaus, luokkatunniste, käännös vai poimittujen kenttien joukko. Laaja kontekstikiintiö ei vaadi pitkää vastausta; täsmällinen tulosteen pituus ja rakenne pitävät tuloksen hyödyllisenä.\n\nMicron alue on teksti eikä natiivi kuvan, videon tai äänen ymmärtäminen. Anna alun perin asiakirjaan tai mediatiedostoon tallennetusta tiedosta poimittu teksti tai litterointi. Tuotesisällön briiffi voi sisältää tuotenimen, mitat, materiaalit, variantit ja vaaditun tyylin ja pyytää sitten yhtä kappaletta, joka käyttää vain näitä ominaisuuksia. Oma esimerkki voisi pyytää neutraalin kuvauksen ja erillisen luettelon puuttuvista tuotetiedoista. Näin mallia käytetään annetun näytön kirjoittajana ja muuntajana sen sijaan, että sitä pyydettäisiin päättelemään näkymättömiä tuoteominaisuuksia.\n\nAmazon dokumentoi Nova-tekstikehotteille system-, user- ja assistant-roolit. Järjestelmäohje voi määrittää kirjoittajaroolin ja toistuvat rajoitteet; käyttäjäviesti antaa tehtävän ja lähtöaineiston; muutama edustava esimerkki voi näyttää halutun muodon. Jäsennä tiheät syötteet selkein tunnistein ja jaa yhdistelmäohjeet erillisiin vaiheisiin, jos mallilla on vaikeuksia niiden riippuvuuksien kanssa. Määritä käännöstä varten kohdekieli, säilytetäänkö erisnimet ja mitkä termit on jätettävä muuttumattomiksi. Version1-perhe on koulutettu yli 200 kielelle ja optimoitu pienemmälle joukolle, joten älä oleta samaa laatua jokaisessa murteessa.\n\nMicro tukee vastausten suoratoistoa ja asiakaspuolen työkalukutsuja. Se tukee myös kehotevälimuistia Amazonin dokumentoidussa palveluprofiilissa. Eksplisiittinen välimuisti vaatii vähintään 1K tokenia tarkistuspistettä kohti ja sallii enintään neljä tarkistuspistettä viiden minuutin säilytysajalla. Valmistaja rajoittaa kehotevälimuistin 20K tokeniin, pääosin tekstikehotteille; tämä välimuistikiintiö on erillinen täydestä konteksti-ikkunasta. Lähteisiin ankkuroituvassa avustajassa sovellus voi hakea olennaisen tekstin tai suorittaa pyydetyn funktion ja lähettää sitten havaitun tuloksen takaisin lopullista vastausta varten. Malli itse ei ole reaaliaikainen tiedonhakumoottori. Kun vastaus riippuu ajantasaisesta käytännöstä tai yksityisestä tietopohjasta, sisällytä todellinen olennainen lähde. Pyydetty JSON-muoto voi olla hyödyllinen luokittelussa tai poiminnassa, mutta valmistajan profiili ei luettele pakotettua rakenteista tulostetta tuetuksi ominaisuudeksi; määritä puuttuvien arvojen käsittely ja tarkista palautetut kentät.\n\nEnsimmäisen sukupolven lisärooli on mukauttaminen: Amazon dokumentoi Micron hienosäädön merkityillä esimerkeillä ja tehtäväkohtaisen tiedon tislaamisen siihen Nova Prosta tai Premieristä. Mukautettu johdannainen on erillinen työnkulku eikä kyky, joka muuttaa perusversiota huomaamatta. Arvioi tavallisen mallin valmistunutta tuotosta sen briiffiä vasten: annettujen faktojen tulee säilyä, tärkeät ominaisuudet eivät saa kadota ja proosan tulee vastata pyydettyä tyyliä. Micro voi myös tuottaa koodia, mutta nämä vastaukset eivät sisällä automaattista turvallisuustarkistusta tai suoritustulosta.",
    "alias_of": null,
    "aliases": [],
    "author": "Amazon",
    "available": null,
    "canonical_model": "amazon/nova-micro-v1",
    "capabilities": {
      "context_length": 128000,
      "manufacturer_input": [
        "text"
      ],
      "manufacturer_output": [
        "text"
      ]
    },
    "card_routes": [
      {
        "label": "Ultra",
        "rates": [
          {
            "amount": "0.00007000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.00000007",
            "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": "0.00028000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.00000028",
            "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": "Konfiguraation täydet hintatiedot lisätiedoissa."
      }
    ],
    "ctx": null,
    "entity_type": "model",
    "formats": [
      "chat",
      "messages"
    ],
    "id": "amazon/nova-micro-v1",
    "input": [
      "text"
    ],
    "kind": "text",
    "max_out": null,
    "methods": [
      {
        "available": null,
        "cache_read": null,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "all_results": "Keep every choice and its content/tool calls/reasoning. In SSE assemble deltas by choice/tool index, retain the final finish reason and usage.",
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "header": "Authorization: Bearer"
            },
            "errors": [
              {
                "code": null,
                "condition": "Virheelliset pakolliset kentät, aineiston esitysmuoto tai parametrin arvo",
                "http_status": 400,
                "recovery": "Korjaa ilmoitetut kentät ennen uutta luontipyyntöä.",
                "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": "Säilytä pyyntöjen/vastausten ID:t ja otsakkeet. Yleistä tekstityön haku-URL:ää ei anneta."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "messages[].content",
                "required_material": "UTF8-teksti"
              }
            ],
            "operation_modes": [
              "conversation",
              "function_tool_continuation",
              "streaming"
            ],
            "outputs": {
              "all_results": "Säilytä jokainen vastausvaihtoehto sisältöineen, työkalukutsuineen ja päättelyineen. Kokoa SSE:ssä muutokset vastausvaihtoehdon ja työkalun indeksin mukaan ja säilytä lopullinen päättymissyy sekä käyttötiedot.",
              "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 tai SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "amazon/nova-micro-v1"
                ],
                "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": "Nämä roolit esitetään nimenomaisesti lähdekoodin yhteensopivuustyypeissä; mallin täsmällinen roolijoukko pysyy mallikohtaisena.",
                "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; käytä todella palautettua ID:tä"
              },
              {
                "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": "Palauta todella saatu päättely takaisin mallille, kun kyseinen malli käyttää sitä"
              },
              {
                "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": "funktiotyökalu annettu"
              },
              {
                "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 hylätään tällä Ultran tekstireitillä",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "provider",
                "required": false,
                "type": "object"
              },
              {
                "availability": "source_interface",
                "conditions": "1h hylätään varsinaisissa kehotevälimuistin kohdissa",
                "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": [
            "Lähetä mallin täsmällinen ID yhdessä messages-kentän kanssa.",
            "Kontekstin pituus ei ole tuloksen yläraja.",
            "Tekstitiedosto voi antaa tekstiä sellaisenaan; kuva-, ääni- ja tiedosto-objektisyötteet tarvitsevat täsmällisen sidonnan."
          ],
          "input": {
            "content_type": "application/json",
            "control_scope": "mallikohtainen; käyttäjän funktiotyökalut eroavat palvelun isännöimistä työkaluista",
            "file_material": "varsinainen UTF-8-asiakirja lisätään sellaisenaan tekstinä; tiedoston ID:tä ei päätellä",
            "hosted_operations": false,
            "material_types": [
              "text"
            ],
            "messages": "viestitaulukko role/content-rakenteella",
            "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": "Tokenien perushinnat",
            "units": [
              {
                "amount": "0.00007000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000007",
                "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": "0.00028000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000028",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 0
            },
            "label": "Pyynnön pituusluokka 1",
            "units": [
              {
                "amount": "0.00007000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000007",
                "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": "0.00028000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000028",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "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\": \"amazon/nova-micro-v1\", \"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='amazon/nova-micro-v1',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='amazon/nova-micro-v1',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": 0.07,
        "input": [
          "text"
        ],
        "label": "OpenAI Chat",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [],
        "out": 0.28,
        "output": [
          "text"
        ],
        "path": "/v1/chat/completions",
        "price_conditions": [
          {
            "label": "Nopea tila",
            "value": "Vakiohinta",
            "when": "Kun nopea tila on valittu"
          },
          {
            "label": "Flex-tila",
            "value": "Vakiohinta",
            "when": "Kun flex-tila on valittu"
          },
          {
            "label": "Päättelyn enimmäisteho",
            "value": "Vakiohinta",
            "when": "Kun päättelyn enimmäistehoon sovelletaan default-oletussäätöä"
          }
        ],
        "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": "0.00007000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000007",
                "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": "0.00028000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000028",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 0
            },
            "label": "Request-length tier 1",
            "units": [
              {
                "amount": "0.00007000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000007",
                "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": "0.00028000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000028",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "amazon/nova-micro-v1",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [
          {
            "cache_read": null,
            "cache_read_multiplier": null,
            "cache_write": null,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 0.07,
            "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": 0.28,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.00007000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.00000007",
            "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": "0.00028000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.00000028",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      },
      {
        "available": null,
        "cache_read": null,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "headers": [
                "Authorization: Bearer",
                "x-api-key",
                "anthropic-version"
              ],
              "version_example": "2023-06-01"
            },
            "errors": [
              {
                "code": null,
                "condition": "Virheelliset pakolliset kentät, aineiston esitysmuoto tai parametrin arvo",
                "http_status": 400,
                "recovery": "Korjaa ilmoitetut kentät ennen uutta luontipyyntöä.",
                "type": "invalid_request_error"
              }
            ],
            "example_body": {
              "max_tokens": 128,
              "messages": [
                {
                  "content": "Summarize the incident report.",
                  "role": "user"
                }
              ],
              "model": "amazon/nova-micro-v1",
              "stream": false
            },
            "lifecycle": {
              "create": {
                "http": "POST",
                "path": "/v1/messages"
              },
              "job_read": null,
              "mode": "synchronous_or_streamed",
              "unknown": "Säilytä pyyntöjen/vastausten ID:t ja otsakkeet. Yleistä tekstityön haku-URL:ää ei anneta."
            },
            "material_combinations": [
              {
                "mode": "text",
                "representation": "messages[].content-merkkijono",
                "required_material": "UTF-8-teksti"
              }
            ],
            "operation_modes": [
              "synchronous_json",
              "streamed_SSE"
            ],
            "outputs": {
              "all_results": "Säilytä kaikki sisältölohkot, päättelyallekirjoitukset ja todelliset työkalukäytön ID:t. Kokoa kaikki SSE-lohkomuutokset; ensimmäinen tekstilohko ei ole koko tulos.",
              "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 tai SSE"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "amazon/nova-micro-v1"
                ],
                "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": [
                    "amazon/nova-micro-v1"
                  ],
                  "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": "amazon/nova-micro-v1",
              "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": "Lue varsinainen UTF-8-asiakirja ja sijoita sen teksti ilmoitettuun syöte- tai viestisisällön merkkijonoon."
          },
          "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": "Tokenien perushinnat",
            "units": [
              {
                "amount": "0.00007000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000007",
                "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": "0.00028000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000028",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 0
            },
            "label": "Pyynnön pituusluokka 1",
            "units": [
              {
                "amount": "0.00007000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000007",
                "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": "0.00028000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000028",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "{\n  \"model\": \"amazon/nova-micro-v1\",\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': 'amazon/nova-micro-v1', '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': 'amazon/nova-micro-v1', '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": 0.07,
        "input": [
          "text"
        ],
        "label": "Anthropic Messages",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [],
        "out": 0.28,
        "output": [
          "json",
          "sse"
        ],
        "path": "/v1/messages",
        "price_conditions": [
          {
            "label": "Nopea tila",
            "value": "Vakiohinta",
            "when": "Kun nopea tila on valittu"
          },
          {
            "label": "Flex-tila",
            "value": "Vakiohinta",
            "when": "Kun flex-tila on valittu"
          },
          {
            "label": "Päättelyn enimmäisteho",
            "value": "Vakiohinta",
            "when": "Kun päättelyn enimmäistehoon sovelletaan default-oletussäätöä"
          }
        ],
        "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": "0.00007000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000007",
                "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": "0.00028000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000028",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 0
            },
            "label": "Request-length tier 1",
            "units": [
              {
                "amount": "0.00007000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000007",
                "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": "0.00028000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00000028",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
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