{
  "aboutHtml": "<p>Gemini Embedding 2 Batch gebruikt /v1/batches met de exacte model-ID google/gemini-embedding-2:batch. Stel endpoint in op /v1/embeddings en geef requests op; elk item bevat custom_id en een body met input als tekststring of array met strings. Houd de identificaties stabiel, zodat uw applicatie de resultaten aan een voorbereide documentverzameling kan koppelen.</p><p>De batch is asynchroon. Bewaar de oorspronkelijk teruggegeven bewerkings-ID en gebruik GET /v1/batches/{operation_id} om diezelfde bewerking met dezelfde aanroeper te volgen. Een voltooide resultaatset kan per custom_id een response of error bevatten. Controleer daarom zowel de uitkomst van elk item als de algemene status.</p><p>Sla alle voltooide resultaten op als JSONL en behoud elke custom_id met de volledige response of error. Koppel geslaagde vectoren aan de ingediende document-ID’s voordat u de index bijwerkt. Bewaar de oorspronkelijke bewerking en de itemrecords samen, zodat een onvolledig of mislukt item kan worden onderzocht zonder al teruggegeven resultaten kwijt te raken.</p>",
  "aboutText": "Gemini Embedding 2 Batch gebruikt /v1/batches met de exacte model-ID google/gemini-embedding-2:batch. Stel endpoint in op /v1/embeddings en geef requests op; elk item bevat custom_id en een body met input als tekststring of array met strings. Houd de identificaties stabiel, zodat uw applicatie de resultaten aan een voorbereide documentverzameling kan koppelen.\n\nDe batch is asynchroon. Bewaar de oorspronkelijk teruggegeven bewerkings-ID en gebruik GET /v1/batches/{operation_id} om diezelfde bewerking met dezelfde aanroeper te volgen. Een voltooide resultaatset kan per custom_id een response of error bevatten. Controleer daarom zowel de uitkomst van elk item als de algemene status.\n\nSla alle voltooide resultaten op als JSONL en behoud elke custom_id met de volledige response of error. Koppel geslaagde vectoren aan de ingediende document-ID’s voordat u de index bijwerkt. Bewaar de oorspronkelijke bewerking en de itemrecords samen, zodat een onvolledig of mislukt item kan worden onderzocht zonder al teruggegeven resultaten kwijt te raken.",
  "editorialOverlay": {
    "copy_fields": null,
    "copy_sha256": null,
    "copy_source": null,
    "html_sha256": "3a9de8cc7bbf9dbf2f618c9a8682a02f07b2df1ce8135ec2fe497d1436c6d89a",
    "module_sha256": "ee9dc1c50b1e6a8fb7fa062030fcb4646b9aaaeb08be513b723a5a92a7290f06",
    "raw_model_unchanged": true,
    "schema": "ailoot-native-model-editorial-v1"
  },
  "locale": "nl",
  "methods": [
    {
      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">G</span><h2 id=\"sheet-title\">Google: Gemini Embedding 2 (batch)</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Sluiten\">×</button></div><div class=\"idline\"><span>Google /</span><code>google/gemini-embedding-2:batch</code><button type=\"button\" id=\"copy-id\">ID kopiëren</button></div><nav class=\"card-jump-nav\" aria-label=\"Onderdelen van de modelkaart\"><button type=\"button\" data-card-jump=\"overview\">Aan de slag</button><button type=\"button\" data-card-jump=\"methods\">Invoer en methoden</button><button type=\"button\" data-card-jump=\"pricing\">Tarieven</button><button type=\"button\" data-card-jump=\"examples\">Voorbeelden</button><button type=\"button\" data-card-jump=\"results\">Resultaten</button><button type=\"button\" data-card-jump=\"aliases\">Aliasnamen</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"API-methoden\"><button type=\"button\" role=\"tab\" tabindex=\"0\" aria-controls=\"card-method-content\" aria-selected=\"true\" id=\"card-method-tab-0\" data-card-method=\"Ultra|batches|/v1/batches|google%2Fgemini-embedding-2%3Abatch\">Batchverwerking</button></div><div id=\"card-method-content\" role=\"tabpanel\" aria-labelledby=\"card-method-tab-0\"><section class=\"card-section\" data-card-section=\"overview\"><h3 tabindex=\"-1\">Aan de slag</h3><p class=\"mdesc-full\">Gemini Embedding 2 Batch dient groepen requests voor tekstembeddings in als één Ailoot-batch. Volg elk item via custom_id en haal de volledige resultaten van de oorspronkelijke bewerking op.</p><dl class=\"card-io\" data-card-io><div><dt>Toegestane invoer</dt><dd>Tekst</dd></div><div><dt>Resultaten</dt><dd>embedding</dd></div></dl><details class=\"card-about\"><summary>Over het model</summary><p class=\"note-s\" data-model-method-boundary>Deze beschrijving gaat over de mogelijkheden van het model. De via Ailoot beschikbare invoer, uitvoer en opties staan hieronder voor de geselecteerde methode.</p><div class=\"mabout\" id=\"m-about\"><p>Gemini Embedding 2 Batch gebruikt /v1/batches met de exacte model-ID google/gemini-embedding-2:batch. Stel endpoint in op /v1/embeddings en geef requests op; elk item bevat custom_id en een body met input als tekststring of array met strings. Houd de identificaties stabiel, zodat uw applicatie de resultaten aan een voorbereide documentverzameling kan koppelen.</p><p>De batch is asynchroon. Bewaar de oorspronkelijk teruggegeven bewerkings-ID en gebruik GET /v1/batches/{operation_id} om diezelfde bewerking met dezelfde aanroeper te volgen. Een voltooide resultaatset kan per custom_id een response of error bevatten. Controleer daarom zowel de uitkomst van elk item als de algemene status.</p><p>Sla alle voltooide resultaten op als JSONL en behoud elke custom_id met de volledige response of error. Koppel geslaagde vectoren aan de ingediende document-ID’s voordat u de index bijwerkt. Bewaar de oorspronkelijke bewerking en de itemrecords samen, zodat een onvolledig of mislukt item kan worden onderzocht zonder al teruggegeven resultaten kwijt te raken.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Beschikbaar in Ailoot · invoer en methoden</h3><details class=\"card-method\" open><summary><b>Ailoot Ultra · Batch</b> <code>POST /v1/batches</code></summary><dl class=\"method-capabilities\"><div><dt>Invoertypen</dt><dd><code>text</code></dd></div><div><dt>Uitvoertypen</dt><dd><code>embedding</code></dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Veld</th><th>Type</th><th>Vereiste</th><th>Waarden en limieten</th><th>Standaard</th></tr></thead><tbody><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>google/gemini-embedding-2:batch</div><div>Voorwaarden: Gebruik exact deze Ailoot-routeringsselector.</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">endpoint</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>/v1/embeddings</div><div>Voorwaarden: </div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">requests</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>array</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>Voorwaarden: </div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr></tbody></table></div><details class=\"note-s\" data-method-contract><summary>Methodeparameters en levenscyclus</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parameter</th><th>Contract</th></tr></thead><tbody><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>content_type</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>application/json</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>required</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>model, endpoint, requests</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>optional</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span></td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>material_types</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>text</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>conditions</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>Gebruik exact deze Ailoot-routeringsselector.</td></tr></tbody></table></div><p>Levenscyclus: <code>asynchronous</code></p><p class=\"note-s\"><code>GET /v1/batches/{operation_id}</code> · De daadwerkelijke oorspronkelijke response.id, met dezelfde aanroeper, sleutel en groep.</p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Tarieven</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Tariefverwijzingen voegen geen verzoekopties toe. Ondersteunde parameters staan bij de geselecteerde methode.</p><dl data-price-conditions><dt>Snelle modus</dt><dd>Niet opgegeven <span class=\"note-s\">Wanneer de snelle modus is geselecteerd</span></dd><dt>Flexmodus</dt><dd>Niet opgegeven <span class=\"note-s\">Wanneer de modus flex is geselecteerd</span></dd><dt>Maximale redeneerinspanning</dt><dd>Niet opgegeven <span class=\"note-s\">Wanneer bij maximale redeneerinspanning de default-aanpassing wordt gebruikt</span></dd><dt>Tarieven voor expliciete caching</dt><dd>Niet ingeschakeld <span class=\"note-s\">Wanneer expliciete caching wordt aangevraagd</span></dd></dl></div><div data-declared-tariff-pricing><h4>Ailoot-tarieven</h4><h4>Prijzen per configuratie</h4><p class=\"note-s\">Koppel elke kostenpost aan de getoonde voorwaarden. Gebruik één tarief voor elke groep alternatieve configuraties.</p><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Configuratie</th><th>Tariefstaffel</th><th>Contexttokens, meer dan</th><th>Contexttokens, tot en met</th><th>Kosten</th></tr></thead><tbody><tr><th data-cell-label=\"Configuratie\" scope=\"row\"><span class=\"card-cell-label\">Configuratie</span>Basistarieven voor tokens</th><td data-cell-label=\"Tariefstaffel\"><span class=\"card-cell-label\">Tariefstaffel</span>Basistarief</td><td data-cell-label=\"Contexttokens, meer dan\"><span class=\"card-cell-label\">Contexttokens, meer dan</span>—</td><td data-cell-label=\"Contexttokens, tot en met\"><span class=\"card-cell-label\">Contexttokens, tot en met</span>Geen bovengrens</td><td data-cell-label=\"Kosten\"><span class=\"card-cell-label\">Kosten</span><div><span>Invoer · Invoertokens</span> <b>$0.0002</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Uitvoer · Uitvoertokens</span> <b>$0</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache lezen</span> <b>—</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven</span> <b>—</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven, 1 uur</span> <b>—</b> <span class=\"price-unit\">/ 1K tokens</span></div></td></tr><tr><th data-cell-label=\"Configuratie\" scope=\"row\"><span class=\"card-cell-label\">Configuratie</span>Niveau 1 voor aanvraaglengte</th><td data-cell-label=\"Tariefstaffel\"><span class=\"card-cell-label\">Tariefstaffel</span>—</td><td data-cell-label=\"Contexttokens, meer dan\"><span class=\"card-cell-label\">Contexttokens, meer dan</span>0</td><td data-cell-label=\"Contexttokens, tot en met\"><span class=\"card-cell-label\">Contexttokens, tot en met</span>Geen bovengrens</td><td data-cell-label=\"Kosten\"><span class=\"card-cell-label\">Kosten</span><div><span>Invoer · Invoertokens</span> <b>$0.0002</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Uitvoer · Uitvoertokens</span> <b>$0</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache lezen</span> <b>—</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven</span> <b>—</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven, 1 uur</span> <b>—</b> <span class=\"price-unit\">/ 1K tokens</span></div></td></tr></tbody></table></div></div><p class=\"note-s\">Ailoot reserveert vóór een verzoek een geschat bedrag. Na het resultaat worden de uiteindelijke kosten afgerekend op basis van het gemeten verbruik. Bij streaming gebeurt de afrekening op basis van de definitieve verbruiksregistratie. <a href=\"/docs/nl/billing/reserve/\">Zo werken reservering en afrekening →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">Voorbeeldverzoeken</h3><h4>Ailoot Ultra · Batch</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Codevarianten\"><button class=\"cg-tab\" id=\"model-code-2840-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-2840-panel-0\" aria-selected=\"true\" tabindex=\"0\">curl · maak één keer aan en bewaar het volledige resultaat</button><button class=\"cg-tab\" id=\"model-code-2840-tab-1\" role=\"tab\" type=\"button\" aria-controls=\"model-code-2840-panel-1\" aria-selected=\"false\" tabindex=\"-1\">Lees de oorspronkelijke batch en bewaar elk resultaat</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Code kopiëren\"><svg class=\"cp\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><rect x=\"5.25\" y=\"5.25\" width=\"8.5\" height=\"8.5\" rx=\"1.75\"/><path d=\"M10.75 5.25V3.5a1.25 1.25 0 0 0-1.25-1.25H3.5A1.25 1.25 0 0 0 2.25 3.5v6a1.25 1.25 0 0 0 1.25 1.25h1.75\"/></svg><svg class=\"ok\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><path d=\"m3 8.5 3.25 3.25L13 5\"/></svg></button></div></div><div class=\"cg-body\"><div class=\"cg-pane\" id=\"model-code-2840-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-2840-tab-0\"><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\nexport AILOOT_API_KEY\npython3 - &lt;&lt;&#39;PY_REQUEST&#39;\nimport json,os\nfrom pathlib import Path\np=json.loads(&#39;{&quot;endpoint&quot;: &quot;/v1/embeddings&quot;, &quot;model&quot;: &quot;google/gemini-embedding-2:batch&quot;, &quot;requests&quot;: [{&quot;custom_id&quot;: &quot;embedding-1&quot;, &quot;body&quot;: {&quot;input&quot;: &quot;The quick brown fox jumps over the lazy dog&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/batches \\\n  -H &quot;Authorization: Bearer $AILOOT_API_KEY&quot; -H &#39;Content-Type: application/json&#39; \\\n  --data-binary @request.json -D response-headers.txt -o result.json\n# Submit once. Retain the complete result, original identifiers and every response header.\n</code></pre></div><div class=\"cg-pane\" id=\"model-code-2840-panel-1\" role=\"tabpanel\" aria-labelledby=\"model-code-2840-tab-1\" hidden><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\nexport AILOOT_API_KEY\npython3 - &lt;&lt;&#39;PY_BATCH&#39;\nimport json,os,subprocess\nfrom pathlib import Path\nfrom urllib.parse import quote\nr=json.loads(Path(&quot;result.json&quot;).read_text()); operation=r[&quot;id&quot;]\nsubprocess.run([&quot;curl&quot;,&quot;--fail-with-body&quot;,&quot;--silent&quot;,&quot;--show-error&quot;,&quot;https://api.ailoot.ai/v1/batches/&quot;+quote(operation,safe=&quot;&quot;),&quot;-H&quot;,&quot;Authorization: Bearer &quot;+os.environ[&quot;AILOOT_API_KEY&quot;],&quot;-D&quot;,&quot;status-headers.txt&quot;,&quot;-o&quot;,&quot;status.json&quot;],check=True)\ns=json.loads(Path(&quot;status.json&quot;).read_text())\nif s.get(&quot;status&quot;)==&quot;completed&quot;: Path(&quot;results.jsonl&quot;).write_text(&quot;&quot;.join(json.dumps(x,ensure_ascii=False)+&quot;\\n&quot; for x in s.get(&quot;results&quot;,[])))\n# Repeat only this same original GET while pending; never repeat creation.\nPY_BATCH\n</code></pre></div></div></div></section><section class=\"card-section\" data-card-section=\"results\"><h3 tabindex=\"-1\">Resultaten ophalen en opslaan</h3><h4>Ailoot Ultra · Batch</h4><ul class=\"card-result-paths\"><li><code>GET /v1/batches/{operation_id}</code></li></ul><div class=\"card-result-process\" data-all-results><h5>Alle voltooide resultaten bewaren</h5><p class=\"note-s\">Bewaar elk volledig teruggegeven antwoord, bestand en inhoudsonderdeel.</p><p class=\"note-s\">Bewaar de oorspronkelijke status, elke custom_id en de volledige respons of fout. Sla alle voltooide results[] op als JSONL; hieruit wordt geen upload- of downloadroute via Files afgeleid.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Als het oorspronkelijke antwoord moet worden gecontroleerd</h5><p class=\"note-s\">Bewaar de oorspronkelijke bewerkings-ID en lees alleen die oorspronkelijke batch. Een time-out, fout of onbekende status geeft geen toestemming voor een nieuw aanmaakverzoek.</p></div><details class=\"card-about\" data-output-fields><summary>Antwoordvelden</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Veld</th><th>Type</th></tr></thead><tbody><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">results[]</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>array</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">results[].custom_id</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>string</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">results[].response</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>object</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">results[].error</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>object</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Fouten en vervolgstappen</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Antwoord</th><th>Voorwaarde</th><th>Volgende stap</th></tr></thead><tbody><tr><th data-cell-label=\"Antwoord\" scope=\"row\"><span class=\"card-cell-label\">Antwoord</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Voorwaarde\"><span class=\"card-cell-label\">Voorwaarde</span>Een verplicht veld, modelselector, type of invoerrepresentatie is ongeldig.</td><td data-cell-label=\"Volgende stap\"><span class=\"card-cell-label\">Volgende stap</span>Bekijk de geretourneerde validatiedetails voordat u een afzonderlijk verzoek voorbereidt.</td></tr><tr><th data-cell-label=\"Antwoord\" scope=\"row\"><span class=\"card-cell-label\">Antwoord</span><code></code></th><td data-cell-label=\"Voorwaarde\"><span class=\"card-cell-label\">Voorwaarde</span>Het oorspronkelijke verzoek of resultaat is onbekend of moet worden gecontroleerd.</td><td data-cell-label=\"Volgende stap\"><span class=\"card-cell-label\">Volgende stap</span>Bewaar de oorspronkelijke identificatoren en headers; lees alleen ondersteunde statusgegevens of bibliotheekrecords. Dien het aanmaakverzoek niet opnieuw in.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Aliasnamen</h3><h4>Modelaliasnamen</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=google%2Fgemini-embedding-2%3Abatch&amp;route=Ultra&amp;caller=google%2Fgemini-embedding-2%3Abatch&amp;fmt=batches\"><code>google/gemini-embedding-2:batch</code></a></span></p><h4>Aliasnamen voor methodepaden</h4><p class=\"note-s\">Gebruik de hierboven getoonde methodepaden.</p><h4>Gerelateerde aanroeper-ID’s</h4><p class=\"note-s\"><a href=\"#m=google%2Fgemini-embedding-2%3Abatch&amp;route=Ultra&amp;caller=google%2Fgemini-embedding-2%3Abatch&amp;fmt=batches\"><code>google/gemini-embedding-2:batch</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "google/gemini-embedding-2:batch",
        "fmt": "batches",
        "http": "POST",
        "path": "/v1/batches",
        "request_model_id": "google/gemini-embedding-2:batch",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|batches|/v1/batches|google%2Fgemini-embedding-2%3Abatch",
      "ordinal": 0,
      "rawMethod": {
        "available": null,
        "cache_read": null,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "all_results": "Retain the complete response and headers, original identifiers, every actual output and all usage/accounting fields. Save each unique owned asset and retain every role pointing to it.",
            "authentication": {
              "header": "Authorization",
              "scheme": "Bearer",
              "value": "$AILOOT_API_KEY"
            },
            "errors": [
              {
                "condition": "Een verplicht veld, modelselector, type of invoerrepresentatie is ongeldig.",
                "http_status": 400,
                "recovery": "Bekijk de geretourneerde validatiedetails voordat u een afzonderlijk verzoek voorbereidt.",
                "type": "invalid_request_error"
              },
              {
                "condition": "Het oorspronkelijke verzoek of resultaat is onbekend of moet worden gecontroleerd.",
                "http_status": null,
                "recovery": "Bewaar de oorspronkelijke identificatoren en headers; lees alleen ondersteunde statusgegevens of bibliotheekrecords. Dien het aanmaakverzoek niet opnieuw in.",
                "type": null
              }
            ],
            "lifecycle": {
              "cancel_endpoint": null,
              "create": {
                "accepted_status": 202,
                "http": "POST",
                "path": "/v1/batches"
              },
              "file_upload": null,
              "mode": "asynchronous",
              "status": [
                {
                  "http": "GET",
                  "id_source": "actual original response.id, same caller/key/group",
                  "path": "/v1/batches/{operation_id}"
                }
              ],
              "terminal": [
                "completed",
                "failed",
                "expired",
                "cancelled"
              ],
              "unknown": "Bewaar de oorspronkelijke bewerkings-ID en lees alleen die oorspronkelijke batch. Een time-out, fout of onbekende status geeft geen toestemming voor een nieuw aanmaakverzoek.",
              "unknown_no_replay": true
            },
            "outputs": {
              "all_results": "Bewaar de oorspronkelijke status, elke custom_id en de volledige respons of fout. Sla alle voltooide results[] op als JSONL; hieruit wordt geen upload- of downloadroute via Files afgeleid.",
              "every_actual_output": true,
              "family": "batch",
              "fields": [
                {
                  "name": "results[]",
                  "type": "array"
                },
                {
                  "name": "results[].custom_id",
                  "type": "string"
                },
                {
                  "name": "results[].response",
                  "type": "object"
                },
                {
                  "name": "results[].error",
                  "type": "object"
                }
              ]
            },
            "parameters": [
              {
                "conditions": "Gebruik exact deze Ailoot-routeringsselector.",
                "default_known": false,
                "enum": [
                  "google/gemini-embedding-2:batch"
                ],
                "enum_known": true,
                "maximum_length": null,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "conditions": "",
                "default_known": false,
                "enum": [
                  "/v1/embeddings"
                ],
                "enum_known": true,
                "maximum_length": null,
                "name": "endpoint",
                "required": true,
                "type": "string"
              },
              {
                "conditions": "",
                "default_known": false,
                "enum_known": false,
                "items": {
                  "properties": {
                    "body": {
                      "properties": {
                        "input": {
                          "oneOf": [
                            {
                              "type": "string"
                            },
                            {
                              "items": {
                                "type": "string"
                              },
                              "type": "array"
                            }
                          ]
                        }
                      },
                      "required": [
                        "input"
                      ],
                      "type": "object"
                    },
                    "custom_id": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "custom_id",
                    "body"
                  ],
                  "type": "object"
                },
                "maximum_length": null,
                "minItems": 1,
                "name": "requests",
                "required": true,
                "type": "array"
              }
            ],
            "request_schema": {
              "additionalProperties": true,
              "properties": {
                "endpoint": {
                  "enum": [
                    "/v1/embeddings"
                  ],
                  "type": "string"
                },
                "model": {
                  "enum": [
                    "google/gemini-embedding-2:batch"
                  ],
                  "type": "string"
                },
                "requests": {
                  "items": {
                    "properties": {
                      "body": {
                        "properties": {
                          "input": {
                            "oneOf": [
                              {
                                "type": "string"
                              },
                              {
                                "items": {
                                  "type": "string"
                                },
                                "type": "array"
                              }
                            ]
                          }
                        },
                        "required": [
                          "input"
                        ],
                        "type": "object"
                      },
                      "custom_id": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "custom_id",
                      "body"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                }
              },
              "required": [
                "model",
                "endpoint",
                "requests"
              ],
              "type": "object"
            },
            "schema_template": {
              "actual_file_preparation_required": false,
              "body": {
                "endpoint": "/v1/embeddings",
                "model": "google/gemini-embedding-2:batch",
                "requests": [
                  {
                    "body": {
                      "input": "The quick brown fox jumps over the lazy dog"
                    },
                    "custom_id": "embedding-1"
                  }
                ]
              },
              "content_type": "application/json",
              "example_is_offline_content": true
            },
            "usage": {
              "meter": "Use the accepted method price and actual recorded usage; the request reserve is an estimate. A billing unit does not add an input capability.",
              "preserve": "Keep all returned usage, accounting and request identifiers with every actual output.",
              "settlement": "Retain the original operation; reconcile its result and accounting once."
            }
          },
          "input": {
            "conditions": [
              "Gebruik exact deze Ailoot-routeringsselector."
            ],
            "content_type": "application/json",
            "material_types": [
              "text"
            ],
            "optional": [],
            "required": [
              "model",
              "endpoint",
              "requests"
            ]
          },
          "lifecycle": {
            "cancel_endpoint": null,
            "create": {
              "accepted_status": 202,
              "http": "POST",
              "path": "/v1/batches"
            },
            "file_upload": null,
            "mode": "asynchronous",
            "status": [
              {
                "http": "GET",
                "id_source": "De daadwerkelijke oorspronkelijke response.id, met dezelfde aanroeper, sleutel en groep.",
                "path": "/v1/batches/{operation_id}"
              }
            ],
            "terminal": [
              "completed",
              "failed",
              "expired",
              "cancelled"
            ],
            "unknown": "Preserve the original operation ID and read only that original batch. A timeout, error or unknown state does not authorize another creation.",
            "unknown_no_replay": true
          },
          "method": {
            "http": "POST",
            "path": "/v1/batches"
          },
          "method_aliases": [],
          "output": {
            "all_results": "Preserve original status, every custom_id and full response/error. Save all completed results[] as JSONL; no Files upload/download path is inferred.",
            "every_actual_output": true,
            "family": "batch",
            "fields": [
              {
                "name": "results[]",
                "type": "array"
              },
              {
                "name": "results[].custom_id",
                "type": "string"
              },
              {
                "name": "results[].response",
                "type": "object"
              },
              {
                "name": "results[].error",
                "type": "object"
              }
            ]
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0.0002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.0000002",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 0
            },
            "label": "Request-length tier 1",
            "units": [
              {
                "amount": "0.0002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.0000002",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\nexport AILOOT_API_KEY\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"endpoint\": \"/v1/embeddings\", \"model\": \"google/gemini-embedding-2:batch\", \"requests\": [{\"custom_id\": \"embedding-1\", \"body\": {\"input\": \"The quick brown fox jumps over the lazy dog\"}}]}')\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/batches \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o result.json\n# Submit once. Retain the complete result, original identifiers and every response header.\n",
            "label": "curl · create once and retain the complete result",
            "language": "bash"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\nexport AILOOT_API_KEY\npython3 - <<'PY_BATCH'\nimport json,os,subprocess\nfrom pathlib import Path\nfrom urllib.parse import quote\nr=json.loads(Path(\"result.json\").read_text()); operation=r[\"id\"]\nsubprocess.run([\"curl\",\"--fail-with-body\",\"--silent\",\"--show-error\",\"https://api.ailoot.ai/v1/batches/\"+quote(operation,safe=\"\"),\"-H\",\"Authorization: Bearer \"+os.environ[\"AILOOT_API_KEY\"],\"-D\",\"status-headers.txt\",\"-o\",\"status.json\"],check=True)\ns=json.loads(Path(\"status.json\").read_text())\nif s.get(\"status\")==\"completed\": Path(\"results.jsonl\").write_text(\"\".join(json.dumps(x,ensure_ascii=False)+\"\\n\" for x in s.get(\"results\",[])))\n# Repeat only this same original GET while pending; never repeat creation.\nPY_BATCH\n",
            "label": "Read the original batch and preserve every result",
            "language": "bash"
          }
        ],
        "family": "batch",
        "fast_multiplier": null,
        "flex_multiplier": null,
        "fmt": "batches",
        "http": "POST",
        "in": 0.2,
        "input": [
          "text"
        ],
        "label": "Batch",
        "max_out": null,
        "max_reasoning_effort_multiplier": null,
        "method_aliases": [],
        "out": 0,
        "output": [
          "embedding"
        ],
        "path": "/v1/batches",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Not specified",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Not specified",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Not specified",
            "when": "When maximum reasoning effort uses the default adjustment"
          },
          {
            "label": "Explicit cache pricing",
            "value": "Not enabled",
            "when": "When explicit cache is requested"
          }
        ],
        "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": "0.0002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.0000002",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 0
            },
            "label": "Request-length tier 1",
            "units": [
              {
                "amount": "0.0002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.0000002",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "google/gemini-embedding-2:batch",
        "route_label": "Ultra",
        "status_reads": [
          "GET /v1/batches/{operation_id}"
        ],
        "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": 0.2,
            "input_multiplier": null,
            "max": null,
            "max_tokens": null,
            "min": 0,
            "min_tokens": 0,
            "out": 0,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.0002000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.0000002",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    }
  ],
  "model_id": "google/gemini-embedding-2:batch",
  "nativeProvenance": {
    "input_facts_canonical_sha256": "9bd1dfe3ccb56da76c994c2cdb386a28591acf03a60c583f3996429d33331ecd",
    "input_html_sha256": "73cc38ae77c66d863964c427d16d88dc67fc879b22bd0349c93c06fe57773b9a",
    "private_audit_sha256": "bba9773872a876d9a65b9330a43d8287daee6b97f142423f05116cc41a6b8f7f",
    "role": "historical-normalized-input-audit-hashes",
    "schema": "ailoot-native-model-provenance-v2"
  },
  "page": {
    "canonical": "https://ailoot.ai/models/nl/google-gemini-embedding-2-u003a-batch/",
    "description": "Gemini Embedding 2 Batch dient groepen requests voor tekstembeddings in als één Ailoot-batch. Volg elk item via custom_id en haal de volledige resultaten van de oorspronkelijke bewerking op.",
    "locale": "nl",
    "md_url": "https://ailoot.ai/models/nl/google-gemini-embedding-2-u003a-batch/index.md",
    "title": "Google: Gemini Embedding 2 (batch) — Ailoot",
    "url": "https://ailoot.ai/models/nl/google-gemini-embedding-2-u003a-batch/"
  },
  "rawModel": {
    "about": "Gemini Embedding 2 Batch gebruikt /v1/batches met de exacte model-ID google/gemini-embedding-2:batch. Stel endpoint in op /v1/embeddings en geef requests op; elk item bevat custom_id en een body met input als tekststring of array met strings. Houd de identificaties stabiel, zodat uw applicatie de resultaten aan een voorbereide documentverzameling kan koppelen.\n\nDe batch is asynchroon. Bewaar de oorspronkelijk teruggegeven bewerkings-ID en gebruik GET /v1/batches/{operation_id} om diezelfde bewerking met dezelfde aanroeper te volgen. Een voltooide resultaatset kan per custom_id een response of error bevatten. Controleer daarom zowel de uitkomst van elk item als de algemene status.\n\nSla alle voltooide resultaten op als JSONL en behoud elke custom_id met de volledige response of error. Koppel geslaagde vectoren aan de ingediende document-ID’s voordat u de index bijwerkt. Bewaar de oorspronkelijke bewerking en de itemrecords samen, zodat een onvolledig of mislukt item kan worden onderzocht zonder al teruggegeven resultaten kwijt te raken.",
    "alias_of": null,
    "aliases": [],
    "author": "Google",
    "card_routes": [
      {
        "label": "Ultra",
        "rates": [
          {
            "amount": "0.0002000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.0000002",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          }
        ],
        "summary": "De volledige prijsinformatie voor de configuratie vindt u bij de details."
      }
    ],
    "ctx": null,
    "formats": [
      "batches"
    ],
    "id": "google/gemini-embedding-2:batch",
    "input": [
      "text"
    ],
    "kind": "embedding",
    "max_out": null,
    "methods": [
      {
        "available": null,
        "cache_read": null,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "all_results": "Retain the complete response and headers, original identifiers, every actual output and all usage/accounting fields. Save each unique owned asset and retain every role pointing to it.",
            "authentication": {
              "header": "Authorization",
              "scheme": "Bearer",
              "value": "$AILOOT_API_KEY"
            },
            "errors": [
              {
                "condition": "Een verplicht veld, modelselector, type of invoerrepresentatie is ongeldig.",
                "http_status": 400,
                "recovery": "Bekijk de geretourneerde validatiedetails voordat u een afzonderlijk verzoek voorbereidt.",
                "type": "invalid_request_error"
              },
              {
                "condition": "Het oorspronkelijke verzoek of resultaat is onbekend of moet worden gecontroleerd.",
                "http_status": null,
                "recovery": "Bewaar de oorspronkelijke identificatoren en headers; lees alleen ondersteunde statusgegevens of bibliotheekrecords. Dien het aanmaakverzoek niet opnieuw in.",
                "type": null
              }
            ],
            "lifecycle": {
              "cancel_endpoint": null,
              "create": {
                "accepted_status": 202,
                "http": "POST",
                "path": "/v1/batches"
              },
              "file_upload": null,
              "mode": "asynchronous",
              "status": [
                {
                  "http": "GET",
                  "id_source": "actual original response.id, same caller/key/group",
                  "path": "/v1/batches/{operation_id}"
                }
              ],
              "terminal": [
                "completed",
                "failed",
                "expired",
                "cancelled"
              ],
              "unknown": "Bewaar de oorspronkelijke bewerkings-ID en lees alleen die oorspronkelijke batch. Een time-out, fout of onbekende status geeft geen toestemming voor een nieuw aanmaakverzoek.",
              "unknown_no_replay": true
            },
            "outputs": {
              "all_results": "Bewaar de oorspronkelijke status, elke custom_id en de volledige respons of fout. Sla alle voltooide results[] op als JSONL; hieruit wordt geen upload- of downloadroute via Files afgeleid.",
              "every_actual_output": true,
              "family": "batch",
              "fields": [
                {
                  "name": "results[]",
                  "type": "array"
                },
                {
                  "name": "results[].custom_id",
                  "type": "string"
                },
                {
                  "name": "results[].response",
                  "type": "object"
                },
                {
                  "name": "results[].error",
                  "type": "object"
                }
              ]
            },
            "parameters": [
              {
                "conditions": "Gebruik exact deze Ailoot-routeringsselector.",
                "default_known": false,
                "enum": [
                  "google/gemini-embedding-2:batch"
                ],
                "enum_known": true,
                "maximum_length": null,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "conditions": "",
                "default_known": false,
                "enum": [
                  "/v1/embeddings"
                ],
                "enum_known": true,
                "maximum_length": null,
                "name": "endpoint",
                "required": true,
                "type": "string"
              },
              {
                "conditions": "",
                "default_known": false,
                "enum_known": false,
                "items": {
                  "properties": {
                    "body": {
                      "properties": {
                        "input": {
                          "oneOf": [
                            {
                              "type": "string"
                            },
                            {
                              "items": {
                                "type": "string"
                              },
                              "type": "array"
                            }
                          ]
                        }
                      },
                      "required": [
                        "input"
                      ],
                      "type": "object"
                    },
                    "custom_id": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "custom_id",
                    "body"
                  ],
                  "type": "object"
                },
                "maximum_length": null,
                "minItems": 1,
                "name": "requests",
                "required": true,
                "type": "array"
              }
            ],
            "request_schema": {
              "additionalProperties": true,
              "properties": {
                "endpoint": {
                  "enum": [
                    "/v1/embeddings"
                  ],
                  "type": "string"
                },
                "model": {
                  "enum": [
                    "google/gemini-embedding-2:batch"
                  ],
                  "type": "string"
                },
                "requests": {
                  "items": {
                    "properties": {
                      "body": {
                        "properties": {
                          "input": {
                            "oneOf": [
                              {
                                "type": "string"
                              },
                              {
                                "items": {
                                  "type": "string"
                                },
                                "type": "array"
                              }
                            ]
                          }
                        },
                        "required": [
                          "input"
                        ],
                        "type": "object"
                      },
                      "custom_id": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "custom_id",
                      "body"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                }
              },
              "required": [
                "model",
                "endpoint",
                "requests"
              ],
              "type": "object"
            },
            "schema_template": {
              "actual_file_preparation_required": false,
              "body": {
                "endpoint": "/v1/embeddings",
                "model": "google/gemini-embedding-2:batch",
                "requests": [
                  {
                    "body": {
                      "input": "The quick brown fox jumps over the lazy dog"
                    },
                    "custom_id": "embedding-1"
                  }
                ]
              },
              "content_type": "application/json",
              "example_is_offline_content": true
            },
            "usage": {
              "meter": "Use the accepted method price and actual recorded usage; the request reserve is an estimate. A billing unit does not add an input capability.",
              "preserve": "Keep all returned usage, accounting and request identifiers with every actual output.",
              "settlement": "Retain the original operation; reconcile its result and accounting once."
            }
          },
          "input": {
            "conditions": [
              "Gebruik exact deze Ailoot-routeringsselector."
            ],
            "content_type": "application/json",
            "material_types": [
              "text"
            ],
            "optional": [],
            "required": [
              "model",
              "endpoint",
              "requests"
            ]
          },
          "lifecycle": {
            "cancel_endpoint": null,
            "create": {
              "accepted_status": 202,
              "http": "POST",
              "path": "/v1/batches"
            },
            "file_upload": null,
            "mode": "asynchronous",
            "status": [
              {
                "http": "GET",
                "id_source": "De daadwerkelijke oorspronkelijke response.id, met dezelfde aanroeper, sleutel en groep.",
                "path": "/v1/batches/{operation_id}"
              }
            ],
            "terminal": [
              "completed",
              "failed",
              "expired",
              "cancelled"
            ],
            "unknown": "Preserve the original operation ID and read only that original batch. A timeout, error or unknown state does not authorize another creation.",
            "unknown_no_replay": true
          },
          "method": {
            "http": "POST",
            "path": "/v1/batches"
          },
          "method_aliases": [],
          "output": {
            "all_results": "Preserve original status, every custom_id and full response/error. Save all completed results[] as JSONL; no Files upload/download path is inferred.",
            "every_actual_output": true,
            "family": "batch",
            "fields": [
              {
                "name": "results[]",
                "type": "array"
              },
              {
                "name": "results[].custom_id",
                "type": "string"
              },
              {
                "name": "results[].response",
                "type": "object"
              },
              {
                "name": "results[].error",
                "type": "object"
              }
            ]
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0.0002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.0000002",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 0
            },
            "label": "Request-length tier 1",
            "units": [
              {
                "amount": "0.0002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.0000002",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\nexport AILOOT_API_KEY\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"endpoint\": \"/v1/embeddings\", \"model\": \"google/gemini-embedding-2:batch\", \"requests\": [{\"custom_id\": \"embedding-1\", \"body\": {\"input\": \"The quick brown fox jumps over the lazy dog\"}}]}')\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/batches \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o result.json\n# Submit once. Retain the complete result, original identifiers and every response header.\n",
            "label": "curl · create once and retain the complete result",
            "language": "bash"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\nexport AILOOT_API_KEY\npython3 - <<'PY_BATCH'\nimport json,os,subprocess\nfrom pathlib import Path\nfrom urllib.parse import quote\nr=json.loads(Path(\"result.json\").read_text()); operation=r[\"id\"]\nsubprocess.run([\"curl\",\"--fail-with-body\",\"--silent\",\"--show-error\",\"https://api.ailoot.ai/v1/batches/\"+quote(operation,safe=\"\"),\"-H\",\"Authorization: Bearer \"+os.environ[\"AILOOT_API_KEY\"],\"-D\",\"status-headers.txt\",\"-o\",\"status.json\"],check=True)\ns=json.loads(Path(\"status.json\").read_text())\nif s.get(\"status\")==\"completed\": Path(\"results.jsonl\").write_text(\"\".join(json.dumps(x,ensure_ascii=False)+\"\\n\" for x in s.get(\"results\",[])))\n# Repeat only this same original GET while pending; never repeat creation.\nPY_BATCH\n",
            "label": "Read the original batch and preserve every result",
            "language": "bash"
          }
        ],
        "family": "batch",
        "fast_multiplier": null,
        "flex_multiplier": null,
        "fmt": "batches",
        "http": "POST",
        "in": 0.2,
        "input": [
          "text"
        ],
        "label": "Batch",
        "max_out": null,
        "max_reasoning_effort_multiplier": null,
        "method_aliases": [],
        "out": 0,
        "output": [
          "embedding"
        ],
        "path": "/v1/batches",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Not specified",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Not specified",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Not specified",
            "when": "When maximum reasoning effort uses the default adjustment"
          },
          {
            "label": "Explicit cache pricing",
            "value": "Not enabled",
            "when": "When explicit cache is requested"
          }
        ],
        "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": "0.0002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.0000002",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 0
            },
            "label": "Request-length tier 1",
            "units": [
              {
                "amount": "0.0002000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.0000002",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "google/gemini-embedding-2:batch",
        "route_label": "Ultra",
        "status_reads": [
          "GET /v1/batches/{operation_id}"
        ],
        "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": 0.2,
            "input_multiplier": null,
            "max": null,
            "max_tokens": null,
            "min": 0,
            "min_tokens": 0,
            "out": 0,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.0002000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.0000002",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    ],
    "model_aliases": [
      {
        "canonical_model_id": "google/gemini-embedding-2:batch",
        "request_model_id": "google/gemini-embedding-2:batch",
        "route_label": "Ultra"
      }
    ],
    "name": "Google: Gemini Embedding 2 (batch)",
    "price": {
      "in": 0.2,
      "in_label": null,
      "out": 0,
      "out_label": null,
      "scope_label": "Token rates",
      "sort_in": 0.2,
      "sort_out": 0,
      "varies": true
    },
    "short": "Gemini Embedding 2 Batch dient groepen requests voor tekstembeddings in als één Ailoot-batch. Volg elk item via custom_id en haal de volledige resultaten van de oorspronkelijke bewerking op.",
    "title": "Google: Gemini Embedding 2 (batch)"
  },
  "renderer_schema": {
    "method_order": "Original DTO methods order; every exact route/format/path/caller survives.",
    "prices": "Original public DTO fields and original native display HTML; no flattened or normalized offers."
  },
  "representation": "exact-public-dto-and-native-renderer-html",
  "representationNotes": {
    "current_reference": {
      "about_json_pointer": "/aboutHtml",
      "methods": [
        {
          "contract_json_pointer": "/methods/0/rawMethod/contract",
          "html_json_pointer": "/methods/0/html",
          "method_ordinal": 0
        }
      ],
      "role": "current-semantic-reference"
    },
    "raw_input": {
      "examples_role": "historical-input-not-current-ready-examples",
      "json_pointers": [
        "/rawModel",
        "/methods/0/rawMethod"
      ],
      "role": "historical-owner-input"
    },
    "schema": "ailoot-native-model-representations-v1"
  },
  "schema": "ailoot-static-model-facts-v1",
  "schema_version": 1,
  "shortText": "Gemini Embedding 2 Batch dient groepen requests voor tekstembeddings in als één Ailoot-batch. Volg elk item via custom_id en haal de volledige resultaten van de oorspronkelijke bewerking op.",
  "source": {
    "audit_sha256": "2e00086bcbfc28e64d0cebe97aa47c17d8d5618963027f8ffb9dc6123d7d25b1",
    "bridge_map_sha256": "1125275768b9636fc8461bc7da5061239a81ddfe508e2557843ca42c58ab0036",
    "raw_model_json_sha256": "64be3d24ec3fcd4251e1c233932fb991db73bccda046eba6d966568c6d638c55",
    "renderer_sha256": "be7649af06bb0ae446191041c6cfb8a9b83a53896c8c6e9173e76a39d513e829"
  },
  "sourceRevision": "819543413b990b1e6b39e51c70e8c1b1277d591fc7e3ebc62af03f9f21b23b54"
}