{
  "aboutHtml": "<p>KAT-Coder-Exp-72B-1010 menawarkan rute percakapan teks dan gambar untuk hasil coding tertulis. Untuk cacat UI, berikan kode komponen relevan serta tangkapan layar, lalu minta usulan patch dan penjelasan ketidakcocokan visual yang ditanganinya. Entri ini mempertahankan identitas profil eksperimental yang tepat itu sebagai pilihan independen dari KAT Air.</p><p>Metode /v1/chat/completions yang diterima memerlukan model dan messages serta menyediakan stream opsional. Metode tidak menyediakan sakelar eksperimen terpisah, alat eksekusi kode, atau mode gambar keluaran. Catatan tidak memuat perbandingan akurasi, validasi jumlah parameter, atau hasil latensi untuk label 72B-1010. Gunakan kontrak input serta respons sebenarnya ketika menilai kecocokan alur kerja.</p>",
  "aboutText": "KAT-Coder-Exp-72B-1010 menawarkan rute percakapan teks dan gambar untuk hasil coding tertulis. Untuk cacat UI, berikan kode komponen relevan serta tangkapan layar, lalu minta usulan patch dan penjelasan ketidakcocokan visual yang ditanganinya. Entri ini mempertahankan identitas profil eksperimental yang tepat itu sebagai pilihan independen dari KAT Air. Metode /v1/chat/completions yang diterima memerlukan model dan messages serta menyediakan stream opsional. Metode tidak menyediakan sakelar eksperimen terpisah, alat eksekusi kode, atau mode gambar keluaran. Catatan tidak memuat perbandingan akurasi, validasi jumlah parameter, atau hasil latensi untuk label 72B-1010. Gunakan kontrak input serta respons sebenarnya ketika menilai kecocokan alur kerja.",
  "editorialOverlay": {
    "copy_fields": {
      "about_html": "<p>KAT-Coder-Exp-72B-1010 menawarkan rute percakapan teks dan gambar untuk hasil coding tertulis. Untuk cacat UI, berikan kode komponen relevan serta tangkapan layar, lalu minta usulan patch dan penjelasan ketidakcocokan visual yang ditanganinya. Entri ini mempertahankan identitas profil eksperimental yang tepat itu sebagai pilihan independen dari KAT Air.</p><p>Metode /v1/chat/completions yang diterima memerlukan model dan messages serta menyediakan stream opsional. Metode tidak menyediakan sakelar eksperimen terpisah, alat eksekusi kode, atau mode gambar keluaran. Catatan tidak memuat perbandingan akurasi, validasi jumlah parameter, atau hasil latensi untuk label 72B-1010. Gunakan kontrak input serta respons sebenarnya ketika menilai kecocokan alur kerja.</p>",
      "short_text": "Rute chat coding KAT dengan identitas terpisah yang menerima teks serta gambar dan mengembalikan teks."
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      "record_model_id": "KAT-Coder-Exp-72B-1010",
      "source_facts_sha256": "0ecb13146754cd729126bbfa8535239ac1b6fcc3f6d564bc986cf35f6dbbe636",
      "validation_sha256": "a2ac2f28056280fc0b2ea34a501bf156d5ce155406e57e708edf30bfdf6bfdc6"
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    "html_sha256": "6400ebc4d750f9e9db42ddc77223b21acbae58ec3d895afeb69e2f7fafde757b",
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    "schema": "ailoot-native-model-editorial-v1"
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  "methods": [
    {
      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">•</span><h2 id=\"sheet-title\">KAT-Coder-Exp-72B-1010</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Tutup\">×</button></div><div class=\"idline\"><span>Lainnya /</span><code>KAT-Coder-Exp-72B-1010</code><button type=\"button\" id=\"copy-id\">Salin ID</button></div><nav class=\"card-jump-nav\" aria-label=\"Bagian kartu model\"><button type=\"button\" data-card-jump=\"overview\">Mulai</button><button type=\"button\" data-card-jump=\"methods\">Masukan &amp; metode</button><button type=\"button\" data-card-jump=\"pricing\">Paket</button><button type=\"button\" data-card-jump=\"examples\">Contoh</button><button type=\"button\" data-card-jump=\"results\">Hasil</button><button type=\"button\" data-card-jump=\"aliases\">Alias</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"Metode API\"><button type=\"button\" role=\"tab\" tabindex=\"0\" aria-controls=\"card-method-content\" aria-selected=\"true\" id=\"card-method-tab-0\" data-card-method=\"Ultra|chat|/v1/chat/completions|KAT-Coder-Exp-72B-1010\">Chat</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\">Mulai</h3><p class=\"mdesc-full\">Rute chat coding KAT dengan identitas terpisah yang menerima teks serta gambar dan mengembalikan teks.</p><dl class=\"card-io\" data-card-io><div><dt>Masukan yang diterima</dt><dd>Teks · Gambar</dd></div><div><dt>Hasil</dt><dd>Teks</dd></div></dl><details class=\"card-about\"><summary>Tentang model</summary><p class=\"note-s\" data-model-method-boundary>Deskripsi ini mencakup kemampuan model. Masukan, keluaran, dan opsi yang tersedia di Ailoot tercantum di bawah untuk metode yang dipilih.</p><div class=\"mabout\" id=\"m-about\"><p>KAT-Coder-Exp-72B-1010 menawarkan rute percakapan teks dan gambar untuk hasil coding tertulis. Untuk cacat UI, berikan kode komponen relevan serta tangkapan layar, lalu minta usulan patch dan penjelasan ketidakcocokan visual yang ditanganinya. Entri ini mempertahankan identitas profil eksperimental yang tepat itu sebagai pilihan independen dari KAT Air.</p><p>Metode /v1/chat/completions yang diterima memerlukan model dan messages serta menyediakan stream opsional. Metode tidak menyediakan sakelar eksperimen terpisah, alat eksekusi kode, atau mode gambar keluaran. Catatan tidak memuat perbandingan akurasi, validasi jumlah parameter, atau hasil latensi untuk label 72B-1010. Gunakan kontrak input serta respons sebenarnya ketika menilai kecocokan alur kerja.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Tersedia di Ailoot · masukan &amp; metode</h3><details class=\"card-method\" open><summary><b>Ailoot Ultra · OpenAI Chat</b> <code>POST /v1/chat/completions</code></summary><dl class=\"method-capabilities\"><div><dt>Masukan</dt><dd><code>text</code>, <code>image</code></dd></div><div><dt>Keluaran</dt><dd><code>text</code></dd></div><div><dt>Format keluaran</dt><dd>JSON or SSE</dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Kolom</th><th>Jenis</th><th>Persyaratan</th><th>Nilai &amp; batasan</th><th>Bawaan</th></tr></thead><tbody><tr><th data-cell-label=\"Kolom\" scope=\"row\"><span class=\"card-cell-label\">Kolom</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Jenis\" data-field-type><span class=\"card-cell-label\">Jenis</span><code>string</code></td><td data-cell-label=\"Persyaratan\"><span class=\"card-cell-label\">Persyaratan</span>Wajib</td><td data-cell-label=\"Nilai &amp; batasan\"><span class=\"card-cell-label\">Nilai &amp; batasan</span><div>KAT-Coder-Exp-72B-1010</div><div>Kondisi: Gunakan pemilih perutean Ailoot ini persis seperti yang ditampilkan.</div></td><td data-cell-label=\"Bawaan\" data-default=\"unspecified\"><span class=\"card-cell-label\">Bawaan</span>—</td></tr><tr><th data-cell-label=\"Kolom\" scope=\"row\"><span class=\"card-cell-label\">Kolom</span><code class=\"card-field-name\">messages</code></th><td data-cell-label=\"Jenis\" data-field-type><span class=\"card-cell-label\">Jenis</span><code>array</code></td><td data-cell-label=\"Persyaratan\"><span class=\"card-cell-label\">Persyaratan</span>Wajib</td><td data-cell-label=\"Nilai &amp; batasan\"><span class=\"card-cell-label\">Nilai &amp; batasan</span><div>Kondisi: </div></td><td data-cell-label=\"Bawaan\" data-default=\"unspecified\"><span class=\"card-cell-label\">Bawaan</span>—</td></tr><tr><th data-cell-label=\"Kolom\" scope=\"row\"><span class=\"card-cell-label\">Kolom</span><code class=\"card-field-name\">stream</code></th><td data-cell-label=\"Jenis\" data-field-type><span class=\"card-cell-label\">Jenis</span><code>boolean</code></td><td data-cell-label=\"Persyaratan\"><span class=\"card-cell-label\">Persyaratan</span>Opsional</td><td data-cell-label=\"Nilai &amp; batasan\"><span class=\"card-cell-label\">Nilai &amp; batasan</span><div>Kondisi: </div></td><td data-cell-label=\"Bawaan\" data-default=\"known\"><span class=\"card-cell-label\">Bawaan</span>false</td></tr></tbody></table></div><details class=\"card-about\" data-material-combinations><summary>Kombinasi bahan masukan</summary><p class=\"note-s\"><b>text_input</b> · Wajib: messages</p><p class=\"note-s\"><b>image_with_text</b> · Wajib: messages with actual image content blocks</p></details><details class=\"note-s\" data-method-contract><summary>Parameter metode dan siklus hidup</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parameter</th><th>Kontrak</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=\"Kontrak\"><span class=\"card-cell-label\">Kontrak</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=\"Kontrak\"><span class=\"card-cell-label\">Kontrak</span>model, messages</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=\"Kontrak\"><span class=\"card-cell-label\">Kontrak</span>stream</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>material_types</code></th><td data-cell-label=\"Kontrak\"><span class=\"card-cell-label\">Kontrak</span>text, image</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=\"Kontrak\"><span class=\"card-cell-label\">Kontrak</span>Gunakan pemilih perutean Ailoot ini persis seperti yang ditampilkan., Protokol ini membawa konten gambar jika model yang dipilih memang mendukung pengenalan visual. Penerimaan oleh protokol tidak membuktikan bahwa setiap model mendukung gambar.</td></tr></tbody></table></div><p>Alias metode: <code>/chat/completions</code></p><p>Siklus hidup: <code>synchronous_or_streamed</code></p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Paket</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Referensi tarif tidak menambah opsi permintaan. Parameter yang didukung tercantum pada metode yang dipilih.</p><dl data-price-conditions><dt>Mode Fast</dt><dd>Tarif standar <span class=\"note-s\">Saat mode fast dipilih</span></dd><dt>Mode Flex</dt><dd>Tarif standar <span class=\"note-s\">Saat mode flex dipilih</span></dd><dt>Upaya penalaran maksimum</dt><dd>Tarif standar <span class=\"note-s\">Saat upaya penalaran maksimum menggunakan penyesuaian default</span></dd><dt>Harga cache eksplisit</dt><dd>Tidak diaktifkan <span class=\"note-s\">Saat cache eksplisit diminta</span></dd><dt>Tarif nol khusus teks</dt><dd>Cache, alat, dan media mengikuti ketentuan harga masing-masing yang tercantum secara terpisah. <span class=\"note-s\">Untuk masukan dan keluaran yang hanya berupa teks</span></dd></dl></div><div data-declared-tariff-pricing><h4>Tarif Ailoot</h4><h4>Harga menurut konfigurasi</h4><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Konfigurasi</th><th>Jadwal tarif</th><th>Biaya</th></tr></thead><tbody><tr><th data-cell-label=\"Konfigurasi\" scope=\"row\"><span class=\"card-cell-label\">Konfigurasi</span>Tarif dasar token</th><td data-cell-label=\"Jadwal tarif\"><span class=\"card-cell-label\">Jadwal tarif</span>Tarif dasar</td><td data-cell-label=\"Biaya\"><span class=\"card-cell-label\">Biaya</span><div><span>Masukan · Token masukan</span> <b>$0</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Keluaran · Token keluaran</span> <b>$0</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Masukan · Pembacaan cache</span> <b>$0</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Masukan · Penulisan cache</span> <b>$0</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Masukan · Penulisan cache, 1 jam</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div></td></tr></tbody></table></div></div><p class=\"note-s\">Ailoot mencadangkan perkiraan dana sebelum permintaan. Setelah hasil diterima, tagihan akhir diselesaikan berdasarkan penggunaan yang terukur. Penyelesaian tagihan streaming menggunakan catatan penggunaan akhir. <a href=\"/docs/id/billing/reserve/\">Cara kerja cadangan dan penyelesaian tagihan →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">Contoh permintaan</h3><h4>Ailoot Ultra · OpenAI Chat</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Pilihan kode\"><button class=\"cg-tab\" id=\"model-code-2822-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-2822-panel-0\" aria-selected=\"true\" tabindex=\"0\">curl · buat sekali dan simpan hasil secara lengkap</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Salin kode\"><svg class=\"cp\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><rect x=\"5.25\" y=\"5.25\" width=\"8.5\" height=\"8.5\" rx=\"1.75\"/><path d=\"M10.75 5.25V3.5a1.25 1.25 0 0 0-1.25-1.25H3.5A1.25 1.25 0 0 0 2.25 3.5v6a1.25 1.25 0 0 0 1.25 1.25h1.75\"/></svg><svg class=\"ok\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><path d=\"m3 8.5 3.25 3.25L13 5\"/></svg></button></div></div><div class=\"cg-body\"><div class=\"cg-pane\" id=\"model-code-2822-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-2822-tab-0\"><pre data-lang=\"bash\"><code>set -eu\n: &quot;${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;model&quot;: &quot;KAT-Coder-Exp-72B-1010&quot;, &quot;messages&quot;: [{&quot;role&quot;: &quot;user&quot;, &quot;content&quot;: &quot;Explain how a rainbow forms.&quot;}]}&#39;)\n\nPath(&quot;request.json&quot;).write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\n  -H &quot;Authorization: Bearer $AILOOT_API_KEY&quot; -H &#39;Content-Type: application/json&#39; \\\n  --data-binary @request.json -D response-headers.txt -o result.json\n# Submit once. Retain the complete result, original identifiers and every response header.\n</code></pre></div></div></div></section><section class=\"card-section\" data-card-section=\"results\"><h3 tabindex=\"-1\">Terima dan simpan hasil</h3><h4>Ailoot Ultra · OpenAI Chat</h4><p class=\"note-s\">JSON or SSE</p><div class=\"card-result-process\" data-all-results><h5>Simpan semua hasil yang selesai</h5><p class=\"note-s\">Simpan setiap respons lengkap, berkas, dan bagian konten yang dikembalikan.</p><p class=\"note-s\">Simpan setiap blok konten, ID pemanggilan alat, tanda tangan penalaran jika dikembalikan, semua delta SSE, dan data penggunaan lengkap. Potongan teks pertama bukanlah hasil keseluruhan.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Jika respons asli perlu diperiksa</h5><p class=\"note-s\">Simpan X-Client-Request-ID asli, respons, dan header. Hasil yang tidak diketahui atau result_pending_check tidak mengizinkan permintaan pembuatan kedua.</p></div><details class=\"card-about\" data-output-fields><summary>Kolom respons</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Kolom</th><th>Jenis</th></tr></thead><tbody><tr><th data-cell-label=\"Kolom\" scope=\"row\"><span class=\"card-cell-label\">Kolom</span><code class=\"card-field-name\">choices[]</code></th><td data-cell-label=\"Jenis\" data-field-type><span class=\"card-cell-label\">Jenis</span>object</td></tr><tr><th data-cell-label=\"Kolom\" scope=\"row\"><span class=\"card-cell-label\">Kolom</span><code class=\"card-field-name\">usage</code></th><td data-cell-label=\"Jenis\" data-field-type><span class=\"card-cell-label\">Jenis</span>object</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Kesalahan dan langkah berikutnya</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Respons</th><th>Kondisi</th><th>Langkah berikutnya</th></tr></thead><tbody><tr><th data-cell-label=\"Respons\" scope=\"row\"><span class=\"card-cell-label\">Respons</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Kondisi\"><span class=\"card-cell-label\">Kondisi</span>Kolom wajib, pemilih model, tipe, atau bentuk masukan tidak valid.</td><td data-cell-label=\"Langkah berikutnya\"><span class=\"card-cell-label\">Langkah berikutnya</span>Periksa rincian validasi yang dikembalikan sebelum menyiapkan permintaan terpisah.</td></tr><tr><th data-cell-label=\"Respons\" scope=\"row\"><span class=\"card-cell-label\">Respons</span><code></code></th><td data-cell-label=\"Kondisi\"><span class=\"card-cell-label\">Kondisi</span>Permintaan atau hasil asli tidak diketahui atau perlu diperiksa.</td><td data-cell-label=\"Langkah berikutnya\"><span class=\"card-cell-label\">Langkah berikutnya</span>Simpan pengenal dan header asli; baca hanya catatan status/pustaka yang didukung. Jangan kirim ulang permintaan pembuatan.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Alias</h3><h4>Alias model</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=KAT-Coder-Exp-72B-1010&amp;route=Ultra&amp;caller=KAT-Coder-Exp-72B-1010&amp;fmt=chat\"><code>KAT-Coder-Exp-72B-1010</code></a></span></p><h4>Alias jalur metode</h4><p class=\"note-s\"><code>/chat/completions</code></p><h4>ID pemanggil terkait</h4><p class=\"note-s\"><a href=\"#m=KAT-Coder-Exp-72B-1010&amp;route=Ultra&amp;caller=KAT-Coder-Exp-72B-1010&amp;fmt=chat\"><code>KAT-Coder-Exp-72B-1010</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "KAT-Coder-Exp-72B-1010",
        "fmt": "chat",
        "http": "POST",
        "path": "/v1/chat/completions",
        "request_model_id": "KAT-Coder-Exp-72B-1010",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|chat|/v1/chat/completions|KAT-Coder-Exp-72B-1010",
      "ordinal": 0,
      "rawMethod": {
        "available": null,
        "cache_read": 0,
        "cache_write": 0,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "accepted_material_guidance": {
              "content_type": "application/json",
              "example_scope": "The preserved text example is one valid request form, not the full protocol input set.",
              "image_condition": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model.",
              "material_types": [
                "text",
                "image"
              ],
              "text_file_material": "Actual UTF-8 text can be inserted in a text content part."
            },
            "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": "Kolom wajib, pemilih model, tipe, atau bentuk masukan tidak valid.",
                "http_status": 400,
                "recovery": "Periksa rincian validasi yang dikembalikan sebelum menyiapkan permintaan terpisah.",
                "type": "invalid_request_error"
              },
              {
                "condition": "Permintaan atau hasil asli tidak diketahui atau perlu diperiksa.",
                "http_status": null,
                "recovery": "Simpan pengenal dan header asli; baca hanya catatan status/pustaka yang didukung. Jangan kirim ulang permintaan pembuatan.",
                "type": null
              }
            ],
            "lifecycle": {
              "cancel_endpoint": null,
              "create": {
                "http": "POST",
                "path": "/v1/chat/completions"
              },
              "mode": "synchronous_or_streamed",
              "status": [],
              "unknown": "Simpan X-Client-Request-ID asli, respons, dan header. Hasil yang tidak diketahui atau result_pending_check tidak mengizinkan permintaan pembuatan kedua.",
              "unknown_no_replay": true
            },
            "material_combinations": [
              {
                "materials": [
                  "text"
                ],
                "mode": "text_input",
                "required": [
                  "messages"
                ]
              },
              {
                "condition": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model.",
                "materials": [
                  "text",
                  "image"
                ],
                "mode": "image_with_text",
                "required": [
                  "messages with actual image content blocks"
                ]
              }
            ],
            "model_capability_scope": {
              "all_models_vision_claim": false,
              "manufacturer_description_preserved": "Retain grounded accepted legacy vision descriptions; a plain text example is not a capability ceiling.",
              "model_vision": "conditional_on_exact_model_capability",
              "transport_materials": [
                "text",
                "image"
              ],
              "video_audio_inferred": false
            },
            "outputs": {
              "all_results": "Simpan setiap blok konten, ID pemanggilan alat, tanda tangan penalaran jika dikembalikan, semua delta SSE, dan data penggunaan lengkap. Potongan teks pertama bukanlah hasil keseluruhan.",
              "every_actual_output": true,
              "family": "text",
              "fields": [
                {
                  "name": "choices[]",
                  "type": "object"
                },
                {
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "JSON or SSE"
            },
            "parameters": [
              {
                "conditions": "Gunakan pemilih perutean Ailoot ini persis seperti yang ditampilkan.",
                "default_known": false,
                "enum": [
                  "KAT-Coder-Exp-72B-1010"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "conditions": "",
                "default_known": false,
                "enum_known": false,
                "items": {
                  "properties": {
                    "content": {
                      "oneOf": [
                        {
                          "type": "string"
                        },
                        {
                          "items": {
                            "oneOf": [
                              {
                                "properties": {
                                  "text": {
                                    "type": "string"
                                  },
                                  "type": {
                                    "const": "text"
                                  }
                                },
                                "required": [
                                  "type",
                                  "text"
                                ],
                                "type": "object"
                              },
                              {
                                "properties": {
                                  "image_url": {
                                    "properties": {
                                      "detail": {
                                        "type": "string"
                                      },
                                      "url": {
                                        "type": "string"
                                      }
                                    },
                                    "required": [
                                      "url"
                                    ],
                                    "type": "object"
                                  },
                                  "type": {
                                    "const": "image_url"
                                  }
                                },
                                "required": [
                                  "type",
                                  "image_url"
                                ],
                                "type": "object"
                              }
                            ]
                          },
                          "type": "array"
                        }
                      ]
                    },
                    "role": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "role",
                    "content"
                  ],
                  "type": "object"
                },
                "minItems": 1,
                "name": "messages",
                "required": true,
                "type": "array"
              },
              {
                "conditions": "",
                "default": false,
                "default_known": true,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              }
            ],
            "request_schema": {
              "additionalProperties": true,
              "properties": {
                "messages": {
                  "items": {
                    "properties": {
                      "content": {
                        "oneOf": [
                          {
                            "type": "string"
                          },
                          {
                            "items": {
                              "oneOf": [
                                {
                                  "properties": {
                                    "text": {
                                      "type": "string"
                                    },
                                    "type": {
                                      "const": "text"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "text"
                                  ],
                                  "type": "object"
                                },
                                {
                                  "properties": {
                                    "image_url": {
                                      "properties": {
                                        "detail": {
                                          "type": "string"
                                        },
                                        "url": {
                                          "type": "string"
                                        }
                                      },
                                      "required": [
                                        "url"
                                      ],
                                      "type": "object"
                                    },
                                    "type": {
                                      "const": "image_url"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "image_url"
                                  ],
                                  "type": "object"
                                }
                              ]
                            },
                            "type": "array"
                          }
                        ]
                      },
                      "role": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "role",
                      "content"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "model": {
                  "enum": [
                    "KAT-Coder-Exp-72B-1010"
                  ],
                  "type": "string"
                },
                "stream": {
                  "default": false,
                  "type": "boolean"
                }
              },
              "required": [
                "model",
                "messages"
              ],
              "type": "object"
            },
            "schema_template": {
              "actual_file_preparation_required": false,
              "body": {
                "messages": [
                  {
                    "content": "Explain how a rainbow forms.",
                    "role": "user"
                  }
                ],
                "model": "KAT-Coder-Exp-72B-1010"
              },
              "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": [
              "Gunakan pemilih perutean Ailoot ini persis seperti yang ditampilkan.",
              "Protokol ini membawa konten gambar jika model yang dipilih memang mendukung pengenalan visual. Penerimaan oleh protokol tidak membuktikan bahwa setiap model mendukung gambar."
            ],
            "content_type": "application/json",
            "material_types": [
              "text",
              "image"
            ],
            "optional": [
              "stream"
            ],
            "required": [
              "model",
              "messages"
            ]
          },
          "lifecycle": {
            "cancel_endpoint": null,
            "create": {
              "http": "POST",
              "path": "/v1/chat/completions"
            },
            "mode": "synchronous_or_streamed",
            "status": [],
            "unknown": "Keep the original X-Client-Request-ID, response and headers. An unknown or result_pending_check outcome does not authorize a second creation.",
            "unknown_no_replay": true
          },
          "method": {
            "http": "POST",
            "path": "/v1/chat/completions"
          },
          "method_aliases": [
            "/chat/completions"
          ],
          "output": {
            "all_results": "Retain every content block, tool-call ID, thinking signature when returned, all SSE deltas and complete usage. A first text fragment is not the whole result.",
            "every_actual_output": true,
            "family": "text",
            "fields": [
              {
                "name": "choices[]",
                "type": "object"
              },
              {
                "name": "usage",
                "type": "object"
              }
            ],
            "format": "JSON or SSE"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\nexport AILOOT_API_KEY\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"model\": \"KAT-Coder-Exp-72B-1010\", \"messages\": [{\"role\": \"user\", \"content\": \"Explain how a rainbow forms.\"}]}')\n\nPath(\"request.json\").write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o result.json\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"
          }
        ],
        "family": "openai",
        "fast_multiplier": 1,
        "flex_multiplier": 1,
        "fmt": "chat",
        "http": "POST",
        "in": 0,
        "input": [
          "text",
          "image"
        ],
        "input_conditions": {
          "image": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model."
        },
        "label": "OpenAI Chat",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [
          "/chat/completions"
        ],
        "out": 0,
        "output": [
          "text"
        ],
        "path": "/v1/chat/completions",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Standard rate",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Standard rate",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Standard rate",
            "when": "When maximum reasoning effort uses the default adjustment"
          },
          {
            "label": "Explicit cache pricing",
            "value": "Not enabled",
            "when": "When explicit cache is requested"
          },
          {
            "label": "Tarif nol khusus teks",
            "value": "Cache, alat, dan media mengikuti ketentuan harga masing-masing yang tercantum secara terpisah.",
            "when": "Untuk masukan dan keluaran yang hanya berupa teks"
          }
        ],
        "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",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "KAT-Coder-Exp-72B-1010",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [],
        "units": [
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0",
            "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": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    }
  ],
  "model_id": "KAT-Coder-Exp-72B-1010",
  "nativeProvenance": {
    "input_facts_canonical_sha256": "20a6e2ecaeae6d7725a1223046c688624e25b4b4957a4de8849e8cce77d5162b",
    "input_html_sha256": "9746de88ba2875f5b07eb3c03fd64bd6787c0e4799c52142df5b835ae3a37636",
    "private_audit_sha256": "293a4641474153d976afb0133bc37a4f6d2126757a59021b0a66393e549e24db",
    "role": "historical-normalized-input-audit-hashes",
    "schema": "ailoot-native-model-provenance-v2"
  },
  "page": {
    "canonical": "https://ailoot.ai/models/id/kat-coder-exp-72b-1010/",
    "description": "Rute chat coding KAT dengan identitas terpisah yang menerima teks serta gambar dan mengembalikan teks.",
    "locale": "id",
    "md_url": "https://ailoot.ai/models/id/kat-coder-exp-72b-1010/index.md",
    "title": "KAT-Coder-Exp-72B-1010 — Ailoot",
    "url": "https://ailoot.ai/models/id/kat-coder-exp-72b-1010/"
  },
  "rawModel": {
    "about": "Gunakan ID model literal KAT-Coder-Exp-72B-1010 untuk percakapan yang memuat tugas pemrograman Anda. Permintaan Ailoot menggunakan /v1/chat/completions dengan model dan messages. Untuk tugas pemrograman berbasis teks ini, gunakan messages dengan role dan content teks untuk menyertakan cuplikan sumber, definisi antarmuka, dan keluaran diagnostik langsung dalam brief.\n\nUntuk perubahan pada fungsi yang saling terkait, sertakan kode yang menetapkan hubungan antarfungsi. Jelaskan nama publik dan nilai kembalian yang harus dipertahankan oleh perubahan tersebut, lalu minta kode pengganti atau usulan patch. Untuk investigasi, minta model menghubungkan kegagalan yang diamati dengan cabang kode yang relevan, alih-alih memberikan penulisan ulang yang tidak terkait.\n\nPilih respons JSON biasa atau aktifkan stream untuk penyampaian SSE. Simpan seluruh konten yang dikembalikan bersama informasi usage akhir; cuplikan streaming yang belum lengkap hanya merupakan sebagian jawaban. Periksa artefak hasil dalam runtime yang sama dan menggunakan masukan gagal yang sama seperti yang diberikan dalam permintaan.",
    "alias_of": null,
    "aliases": [],
    "card_routes": [
      {
        "label": "Ultra",
        "rates": [
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0",
            "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": "Informasi lengkap harga konfigurasi tersedia di bagian detail."
      }
    ],
    "ctx": null,
    "formats": [
      "chat"
    ],
    "id": "KAT-Coder-Exp-72B-1010",
    "input": [
      "text",
      "image"
    ],
    "kind": "text",
    "max_out": null,
    "methods": [
      {
        "available": null,
        "cache_read": 0,
        "cache_write": 0,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "accepted_material_guidance": {
              "content_type": "application/json",
              "example_scope": "The preserved text example is one valid request form, not the full protocol input set.",
              "image_condition": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model.",
              "material_types": [
                "text",
                "image"
              ],
              "text_file_material": "Actual UTF-8 text can be inserted in a text content part."
            },
            "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": "Kolom wajib, pemilih model, tipe, atau bentuk masukan tidak valid.",
                "http_status": 400,
                "recovery": "Periksa rincian validasi yang dikembalikan sebelum menyiapkan permintaan terpisah.",
                "type": "invalid_request_error"
              },
              {
                "condition": "Permintaan atau hasil asli tidak diketahui atau perlu diperiksa.",
                "http_status": null,
                "recovery": "Simpan pengenal dan header asli; baca hanya catatan status/pustaka yang didukung. Jangan kirim ulang permintaan pembuatan.",
                "type": null
              }
            ],
            "lifecycle": {
              "cancel_endpoint": null,
              "create": {
                "http": "POST",
                "path": "/v1/chat/completions"
              },
              "mode": "synchronous_or_streamed",
              "status": [],
              "unknown": "Simpan X-Client-Request-ID asli, respons, dan header. Hasil yang tidak diketahui atau result_pending_check tidak mengizinkan permintaan pembuatan kedua.",
              "unknown_no_replay": true
            },
            "material_combinations": [
              {
                "materials": [
                  "text"
                ],
                "mode": "text_input",
                "required": [
                  "messages"
                ]
              },
              {
                "condition": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model.",
                "materials": [
                  "text",
                  "image"
                ],
                "mode": "image_with_text",
                "required": [
                  "messages with actual image content blocks"
                ]
              }
            ],
            "model_capability_scope": {
              "all_models_vision_claim": false,
              "manufacturer_description_preserved": "Retain grounded accepted legacy vision descriptions; a plain text example is not a capability ceiling.",
              "model_vision": "conditional_on_exact_model_capability",
              "transport_materials": [
                "text",
                "image"
              ],
              "video_audio_inferred": false
            },
            "outputs": {
              "all_results": "Simpan setiap blok konten, ID pemanggilan alat, tanda tangan penalaran jika dikembalikan, semua delta SSE, dan data penggunaan lengkap. Potongan teks pertama bukanlah hasil keseluruhan.",
              "every_actual_output": true,
              "family": "text",
              "fields": [
                {
                  "name": "choices[]",
                  "type": "object"
                },
                {
                  "name": "usage",
                  "type": "object"
                }
              ],
              "format": "JSON or SSE"
            },
            "parameters": [
              {
                "conditions": "Gunakan pemilih perutean Ailoot ini persis seperti yang ditampilkan.",
                "default_known": false,
                "enum": [
                  "KAT-Coder-Exp-72B-1010"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "conditions": "",
                "default_known": false,
                "enum_known": false,
                "items": {
                  "properties": {
                    "content": {
                      "oneOf": [
                        {
                          "type": "string"
                        },
                        {
                          "items": {
                            "oneOf": [
                              {
                                "properties": {
                                  "text": {
                                    "type": "string"
                                  },
                                  "type": {
                                    "const": "text"
                                  }
                                },
                                "required": [
                                  "type",
                                  "text"
                                ],
                                "type": "object"
                              },
                              {
                                "properties": {
                                  "image_url": {
                                    "properties": {
                                      "detail": {
                                        "type": "string"
                                      },
                                      "url": {
                                        "type": "string"
                                      }
                                    },
                                    "required": [
                                      "url"
                                    ],
                                    "type": "object"
                                  },
                                  "type": {
                                    "const": "image_url"
                                  }
                                },
                                "required": [
                                  "type",
                                  "image_url"
                                ],
                                "type": "object"
                              }
                            ]
                          },
                          "type": "array"
                        }
                      ]
                    },
                    "role": {
                      "type": "string"
                    }
                  },
                  "required": [
                    "role",
                    "content"
                  ],
                  "type": "object"
                },
                "minItems": 1,
                "name": "messages",
                "required": true,
                "type": "array"
              },
              {
                "conditions": "",
                "default": false,
                "default_known": true,
                "enum_known": false,
                "name": "stream",
                "required": false,
                "type": "boolean"
              }
            ],
            "request_schema": {
              "additionalProperties": true,
              "properties": {
                "messages": {
                  "items": {
                    "properties": {
                      "content": {
                        "oneOf": [
                          {
                            "type": "string"
                          },
                          {
                            "items": {
                              "oneOf": [
                                {
                                  "properties": {
                                    "text": {
                                      "type": "string"
                                    },
                                    "type": {
                                      "const": "text"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "text"
                                  ],
                                  "type": "object"
                                },
                                {
                                  "properties": {
                                    "image_url": {
                                      "properties": {
                                        "detail": {
                                          "type": "string"
                                        },
                                        "url": {
                                          "type": "string"
                                        }
                                      },
                                      "required": [
                                        "url"
                                      ],
                                      "type": "object"
                                    },
                                    "type": {
                                      "const": "image_url"
                                    }
                                  },
                                  "required": [
                                    "type",
                                    "image_url"
                                  ],
                                  "type": "object"
                                }
                              ]
                            },
                            "type": "array"
                          }
                        ]
                      },
                      "role": {
                        "type": "string"
                      }
                    },
                    "required": [
                      "role",
                      "content"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "model": {
                  "enum": [
                    "KAT-Coder-Exp-72B-1010"
                  ],
                  "type": "string"
                },
                "stream": {
                  "default": false,
                  "type": "boolean"
                }
              },
              "required": [
                "model",
                "messages"
              ],
              "type": "object"
            },
            "schema_template": {
              "actual_file_preparation_required": false,
              "body": {
                "messages": [
                  {
                    "content": "Explain how a rainbow forms.",
                    "role": "user"
                  }
                ],
                "model": "KAT-Coder-Exp-72B-1010"
              },
              "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": [
              "Gunakan pemilih perutean Ailoot ini persis seperti yang ditampilkan.",
              "Protokol ini membawa konten gambar jika model yang dipilih memang mendukung pengenalan visual. Penerimaan oleh protokol tidak membuktikan bahwa setiap model mendukung gambar."
            ],
            "content_type": "application/json",
            "material_types": [
              "text",
              "image"
            ],
            "optional": [
              "stream"
            ],
            "required": [
              "model",
              "messages"
            ]
          },
          "lifecycle": {
            "cancel_endpoint": null,
            "create": {
              "http": "POST",
              "path": "/v1/chat/completions"
            },
            "mode": "synchronous_or_streamed",
            "status": [],
            "unknown": "Keep the original X-Client-Request-ID, response and headers. An unknown or result_pending_check outcome does not authorize a second creation.",
            "unknown_no_replay": true
          },
          "method": {
            "http": "POST",
            "path": "/v1/chat/completions"
          },
          "method_aliases": [
            "/chat/completions"
          ],
          "output": {
            "all_results": "Retain every content block, tool-call ID, thinking signature when returned, all SSE deltas and complete usage. A first text fragment is not the whole result.",
            "every_actual_output": true,
            "family": "text",
            "fields": [
              {
                "name": "choices[]",
                "type": "object"
              },
              {
                "name": "usage",
                "type": "object"
              }
            ],
            "format": "JSON or SSE"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\nexport AILOOT_API_KEY\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"model\": \"KAT-Coder-Exp-72B-1010\", \"messages\": [{\"role\": \"user\", \"content\": \"Explain how a rainbow forms.\"}]}')\n\nPath(\"request.json\").write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/chat/completions \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o result.json\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"
          }
        ],
        "family": "openai",
        "fast_multiplier": 1,
        "flex_multiplier": 1,
        "fmt": "chat",
        "http": "POST",
        "in": 0,
        "input": [
          "text",
          "image"
        ],
        "input_conditions": {
          "image": "Image content is carried by this protocol where the exact selected model supports vision. Protocol admission does not establish image capability for every model."
        },
        "label": "OpenAI Chat",
        "max_out": null,
        "max_reasoning_effort_multiplier": 1,
        "method_aliases": [
          "/chat/completions"
        ],
        "out": 0,
        "output": [
          "text"
        ],
        "path": "/v1/chat/completions",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Standard rate",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Standard rate",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Standard rate",
            "when": "When maximum reasoning effort uses the default adjustment"
          },
          {
            "label": "Explicit cache pricing",
            "value": "Not enabled",
            "when": "When explicit cache is requested"
          },
          {
            "label": "Tarif nol khusus teks",
            "value": "Cache, alat, dan media mengikuti ketentuan harga masing-masing yang tercantum secara terpisah.",
            "when": "Untuk masukan dan keluaran yang hanya berupa teks"
          }
        ],
        "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",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0",
                "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": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": "0",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": "0",
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "KAT-Coder-Exp-72B-1010",
        "route_label": "Ultra",
        "status_reads": [],
        "tiers": [],
        "units": [
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0",
            "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": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": "0",
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    ],
    "model_aliases": [
      {
        "canonical_model_id": "KAT-Coder-Exp-72B-1010",
        "request_model_id": "KAT-Coder-Exp-72B-1010",
        "route_label": "Ultra"
      }
    ],
    "name": "KAT-Coder-Exp-72B-1010",
    "price": {
      "in": 0,
      "in_label": null,
      "out": 0,
      "out_label": null,
      "scope_label": "Token rates",
      "sort_in": 0,
      "sort_out": 0,
      "varies": false
    },
    "short": "KAT-Coder-Exp-72B-1010 menerima pertanyaan pemrograman berbasis teks melalui API chat Ailoot. Pertahankan implementasi, kesalahan, dan perilaku yang diperlukan bersama-sama untuk memperoleh hasil tertulis yang dapat ditinjau.",
    "title": "KAT-Coder-Exp-72B-1010"
  },
  "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": "Rute chat coding KAT dengan identitas terpisah yang menerima teks serta gambar dan mengembalikan teks.",
  "source": {
    "audit_sha256": "2e00086bcbfc28e64d0cebe97aa47c17d8d5618963027f8ffb9dc6123d7d25b1",
    "bridge_map_sha256": "1125275768b9636fc8461bc7da5061239a81ddfe508e2557843ca42c58ab0036",
    "raw_model_json_sha256": "e1a3d92c5198216077f17c21a3449d7713ad56bd54a4367a82c3a22ca321e948",
    "renderer_sha256": "2a0471475a29000c23db326ca1e315df73dee7524f6bc2907818ee3458813f2d"
  },
  "sourceRevision": "8efe888cfb1a3b7ec074d42d76516171655774c4f46d11140b61e15285f6081a"
}