{"id":2538,"date":"2026-04-10T10:39:36","date_gmt":"2026-04-10T07:39:36","guid":{"rendered":"https:\/\/shareai.now\/?p=2538"},"modified":"2026-04-14T03:20:02","modified_gmt":"2026-04-14T00:20:02","slug":"so-tay-xu-ly-su-co-api-openai","status":"publish","type":"post","link":"https:\/\/shareai.now\/vi\/blog\/cac-lua-chon-thay-the\/so-tay-xu-ly-su-co-api-openai\/","title":{"rendered":"L\u00e0m G\u00ec Khi API OpenAI B\u1ecb S\u1eadp: S\u1ed5 Tay Kh\u1eafc Ph\u1ee5c Cho Ng\u01b0\u1eddi X\u00e2y D\u1ef1ng"},"content":{"rendered":"<p>Khi s\u1ea3n ph\u1ea9m c\u1ee7a b\u1ea1n ph\u1ee5 thu\u1ed9c v\u00e0o m\u1ed9t nh\u00e0 cung c\u1ea5p AI duy nh\u1ea5t, m\u1ed9t s\u1ef1 c\u1ed1 c\u00f3 th\u1ec3 l\u00e0m \u0111\u00f3ng b\u0103ng c\u00e1c t\u00ednh n\u0103ng c\u1ed1t l\u00f5i v\u00e0 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn doanh thu. Gi\u1ea3i ph\u00e1p kh\u00f4ng ph\u1ea3i l\u00e0 \u201chy v\u1ecdng \u0111i\u1ec1u \u0111\u00f3 s\u1ebd kh\u00f4ng x\u1ea3y ra n\u1eefa\u201d m\u00e0 l\u00e0 thi\u1ebft k\u1ebf l\u1ea1i h\u1ec7 th\u1ed1ng c\u1ee7a b\u1ea1n \u0111\u1ec3 m\u1ed9t s\u1ef1 c\u1ed1 t\u1eeb nh\u00e0 cung c\u1ea5p tr\u1edf th\u00e0nh m\u1ed9t quy\u1ebft \u0111\u1ecbnh \u0111\u1ecbnh tuy\u1ebfn, kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t s\u1ef1 c\u1ed1. H\u01b0\u1edbng d\u1eabn th\u1ef1c h\u00e0nh n\u00e0y s\u1ebd ch\u1ec9 cho b\u1ea1n c\u00e1ch chu\u1ea9n b\u1ecb cho <strong>s\u1ef1 c\u1ed1 ng\u1eebng ho\u1ea1t \u0111\u1ed9ng c\u1ee7a OpenAI API<\/strong> v\u1edbi gi\u00e1m s\u00e1t ch\u1ee7 \u0111\u1ed9ng, chuy\u1ec3n \u0111\u1ed5i d\u1ef1 ph\u00f2ng t\u1ef1 \u0111\u1ed9ng, \u0111i\u1ec1u ph\u1ed1i \u0111a nh\u00e0 cung c\u1ea5p, b\u1ed9 nh\u1edb \u0111\u1ec7m, g\u1ed9p y\u00eau c\u1ea7u v\u00e0 th\u00f4ng tin li\u00ean l\u1ea1c r\u00f5 r\u00e0ng\u2014c\u00f9ng v\u1edbi vai tr\u00f2 c\u1ee7a ShareAI.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Hi\u1ec3u r\u1ee7i ro c\u1ee7a vi\u1ec7c ph\u1ee5 thu\u1ed9c v\u00e0o API<\/h2>\n\n\n\n<p>C\u00e1c API c\u1ee7a b\u00ean th\u1ee9 ba r\u1ea5t m\u1ea1nh m\u1ebd\u2014v\u00e0 n\u1eb1m ngo\u00e0i t\u1ea7m ki\u1ec3m so\u00e1t c\u1ee7a b\u1ea1n. \u0110i\u1ec1u \u0111\u00f3 c\u00f3 ngh\u0129a l\u00e0 b\u1ea1n kh\u00f4ng th\u1ec3 quy\u1ebft \u0111\u1ecbnh th\u1eddi gian ho\u1ea1t \u0111\u1ed9ng ho\u1eb7c th\u1eddi gian b\u1ea3o tr\u00ec c\u1ee7a ch\u00fang; gi\u1edbi h\u1ea1n t\u1ed1c \u0111\u1ed9 c\u00f3 th\u1ec3 l\u00e0m ch\u1eadm c\u00e1c t\u00ednh n\u0103ng ngay khi l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp t\u0103ng \u0111\u1ed9t bi\u1ebfn; v\u00e0 c\u00e1c h\u1ea1n ch\u1ebf khu v\u1ef1c ho\u1eb7c \u0111\u1ed9 tr\u1ec5 c\u00f3 th\u1ec3 l\u00e0m gi\u1ea3m tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng. N\u1ebfu l\u1edbp AI c\u1ee7a b\u1ea1n l\u00e0 m\u1ed9t \u0111i\u1ec3m th\u1ea5t b\u1ea1i duy nh\u1ea5t, th\u00ec doanh nghi\u1ec7p c\u1ee7a b\u1ea1n c\u0169ng v\u1eady. Gi\u1ea3i ph\u00e1p: thi\u1ebft k\u1ebf <strong>kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i<\/strong> ngay t\u1eeb \u0111\u1ea7u\u2014\u0111\u1ec3 \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n v\u1eabn c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng \u0111\u01b0\u1ee3c ngay c\u1ea3 khi nh\u00e0 cung c\u1ea5p b\u1ecb suy gi\u1ea3m ho\u1eb7c ng\u1eebng ho\u1ea1t \u0111\u1ed9ng.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1) Gi\u00e1m s\u00e1t s\u1ee9c kh\u1ecfe m\u00f4 h\u00ecnh + \u0111i\u1ec3m cu\u1ed1i theo th\u1eddi gian th\u1ef1c<\/h2>\n\n\n\n<p>\u0110\u1eebng ch\u1ec9 theo d\u00f5i l\u1ed7i. Theo d\u00f5i <strong>t\u00ednh kh\u1ea3 d\u1ee5ng v\u00e0 \u0111\u1ed9 tr\u1ec5 theo t\u1eebng \u0111i\u1ec3m cu\u1ed1i<\/strong> (chat, embeddings, completions, tools) \u0111\u1ec3 b\u1ea1n c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c s\u1ef1 c\u1ed1 m\u1ed9t ph\u1ea7n v\u00e0 ch\u1ee7 \u0111\u1ed9ng \u0111\u1ecbnh tuy\u1ebfn l\u1ea1i l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Nh\u1eefng g\u00ec c\u1ea7n \u0111o l\u01b0\u1eddng:<\/strong> \u0111\u1ed9 tr\u1ec5 p50\/p95, t\u1ef7 l\u1ec7 timeout, s\u1ed1 l\u1ed7i kh\u00f4ng ph\u1ea3i 200 theo t\u1eebng \u0111i\u1ec3m cu\u1ed1i; token\/s; \u0111\u1ed9 s\u00e2u h\u00e0ng \u0111\u1ee3i (n\u1ebfu g\u1ed9p y\u00eau c\u1ea7u); s\u1ee9c kh\u1ecfe theo khu v\u1ef1c.<\/li>\n\n\n\n<li><strong>Chi\u1ebfn thu\u1eadt:<\/strong> th\u00eam m\u1ed9t y\u00eau c\u1ea7u ki\u1ec3m tra s\u1ee9c kh\u1ecfe chi ph\u00ed th\u1ea5p cho m\u1ed7i \u0111i\u1ec3m cu\u1ed1i; c\u1ea3nh b\u00e1o khi p95 + t\u1ef7 l\u1ec7 l\u1ed7i v\u01b0\u1ee3t qu\u00e1 trong m\u1ed9t kho\u1ea3ng th\u1eddi gian ng\u1eafn; hi\u1ec3n th\u1ecb b\u1ea3ng s\u1ee9c kh\u1ecfe nh\u00e0 cung c\u1ea5p \u0111\u01a1n gi\u1ea3n tr\u00ean b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n tr\u1ef1c ca c\u1ee7a b\u1ea1n.<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Gi\u1eef c\u00e1c ki\u1ec3m tra s\u1ee9c kh\u1ecfe t\u1ed5ng h\u1ee3p v\u00e0 an to\u00e0n; kh\u00f4ng bao gi\u1edd s\u1eed d\u1ee5ng PII th\u1ef1c.<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">2) Tri\u1ec3n khai chuy\u1ec3n \u0111\u1ed5i d\u1ef1 ph\u00f2ng t\u1ef1 \u0111\u1ed9ng (kh\u00f4ng ph\u1ea3i chuy\u1ec3n \u0111\u1ed5i th\u1ee7 c\u00f4ng).<\/h2>\n\n\n\n<p>Khi h\u1ec7 th\u1ed1ng ch\u00ednh g\u1eb7p s\u1ef1 c\u1ed1, <strong>\u0111\u1ecbnh tuy\u1ebfn\u2014kh\u00f4ng d\u1eebng l\u1ea1i.<\/strong>. M\u1ed9t b\u1ed9 ng\u1eaft m\u1ea1ch n\u00ean k\u00edch ho\u1ea1t nhanh ch\u00f3ng, \u0111\u1ea9y l\u01b0u l\u01b0\u1ee3ng \u0111\u1ebfn nh\u00e0 cung c\u1ea5p ti\u1ebfp theo v\u00e0 t\u1ef1 \u0111\u1ed9ng ph\u1ee5c h\u1ed3i khi h\u1ec7 th\u1ed1ng ch\u00ednh \u1ed5n \u0111\u1ecbnh.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Th\u1ee9 t\u1ef1 chuy\u1ec3n \u0111\u1ed5i d\u1ef1 ph\u00f2ng:<\/strong> ch\u00ednh \u2192 ph\u1ee5 \u2192 th\u1ee9 ba (theo nhi\u1ec7m v\u1ee5\/m\u00f4 h\u00ecnh).<\/li>\n\n\n\n<li><strong>Kh\u00f3a idempotency:<\/strong> l\u00e0m cho vi\u1ec7c th\u1eed l\u1ea1i an to\u00e0n ph\u00eda m\u00e1y ch\u1ee7.<\/li>\n\n\n\n<li><strong>\u1ed4n \u0111\u1ecbnh l\u01b0\u1ee3c \u0111\u1ed3:<\/strong> chu\u1ea9n h\u00f3a ph\u1ea3n h\u1ed3i \u0111\u1ec3 m\u00e3 s\u1ea3n ph\u1ea9m kh\u00f4ng thay \u0111\u1ed5i.<\/li>\n\n\n\n<li><strong>Ki\u1ec3m to\u00e1n:<\/strong> ghi l\u1ea1i nh\u00e0 cung c\u1ea5p n\u00e0o th\u1ef1c s\u1ef1 ph\u1ee5c v\u1ee5 y\u00eau c\u1ea7u (cho chi ph\u00ed v\u00e0 ph\u00e2n t\u00edch sau s\u1ef1 c\u1ed1).<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code><\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">3) S\u1eed d\u1ee5ng \u0111i\u1ec1u ph\u1ed1i \u0111a nh\u00e0 cung c\u1ea5p t\u1eeb ng\u00e0y \u0111\u1ea7u ti\u00ean.<\/h2>\n\n\n\n<p>Tr\u1eebu t\u01b0\u1ee3ng h\u00f3a l\u1edbp AI c\u1ee7a b\u1ea1n \u0111\u1ec3 b\u1ea1n c\u00f3 th\u1ec3. <strong>k\u1ebft n\u1ed1i nhi\u1ec1u nh\u00e0 cung c\u1ea5p<\/strong> v\u00e0 <strong>\u0111\u1ecbnh tuy\u1ebfn theo ch\u00ednh s\u00e1ch<\/strong> (s\u1ee9c kh\u1ecfe, chi ph\u00ed, \u0111\u1ed9 tr\u1ec5, ch\u1ea5t l\u01b0\u1ee3ng). Gi\u1eef m\u00e3 \u1ee9ng d\u1ee5ng c\u1ee7a b\u1ea1n \u1ed5n \u0111\u1ecbnh trong khi l\u1edbp \u0111i\u1ec1u ph\u1ed1i ch\u1ecdn \u0111\u01b0\u1eddng d\u1eabn tr\u1ef1c ti\u1ebfp t\u1ed1t nh\u1ea5t.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u00e1c s\u1ef1 c\u1ed1 ng\u1eebng ho\u1ea1t \u0111\u1ed9ng m\u1ed9t ph\u1ea7n tr\u1edf th\u00e0nh c\u00e1c l\u1ef1a ch\u1ecdn \u0111\u1ecbnh tuy\u1ebfn\u2014kh\u00f4ng c\u1ea7n x\u1eed l\u00fd kh\u1ea9n c\u1ea5p.<\/li>\n\n\n\n<li>Ch\u1ea1y A\/B ho\u1eb7c l\u01b0u l\u01b0\u1ee3ng b\u00f3ng \u0111\u1ec3 so s\u00e1nh c\u00e1c m\u00f4 h\u00ecnh li\u00ean t\u1ee5c.<\/li>\n\n\n\n<li>Gi\u1eef \u0111\u00f2n b\u1ea9y gi\u00e1 c\u1ea3 v\u00e0 tr\u00e1nh b\u1ecb r\u00e0ng bu\u1ed9c.<\/li>\n<\/ul>\n\n\n\n<p><strong>V\u1edbi ShareAI:<\/strong> M\u1ed9t API \u0111\u1ec3 duy\u1ec7t <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=openai-api-outage-playbook\" target=\"_blank\" rel=\"noreferrer noopener\">150+ m\u00f4 h\u00ecnh<\/a>, th\u1eed nghi\u1ec7m trong <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=openai-api-outage-playbook\" target=\"_blank\" rel=\"noreferrer noopener\">S\u00e2n ch\u01a1i<\/a>, v\u00e0 t\u00edch h\u1ee3p th\u00f4ng qua <a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=openai-api-outage-playbook\" target=\"_blank\" rel=\"noreferrer noopener\">Tham kh\u1ea3o API<\/a> v\u00e0 <a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=openai-api-outage-playbook\" target=\"_blank\" rel=\"noreferrer noopener\">T\u00e0i li\u1ec7u<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4) L\u01b0u v\u00e0o b\u1ed9 nh\u1edb \u0111\u1ec7m nh\u1eefng g\u00ec l\u1eb7p l\u1ea1i<\/h2>\n\n\n\n<p>Kh\u00f4ng ph\u1ea3i m\u1ecdi y\u00eau c\u1ea7u \u0111\u1ec1u ph\u1ea3i truy c\u1eadp tr\u1ef1c ti\u1ebfp v\u00e0o LLM. L\u01b0u tr\u1eef c\u00e1c c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p \u1ed5n \u0111\u1ecbnh, t\u00f3m t\u1eaft m\u1eabu, y\u00eau c\u1ea7u h\u1ec7 th\u1ed1ng v\u00e0 \u0111\u1ea7u ra c\u00f4ng c\u1ee5 x\u00e1c \u0111\u1ecbnh. L\u00e0m \u1ea5m b\u1ed9 nh\u1edb \u0111\u1ec7m tr\u01b0\u1edbc khi c\u00f3 c\u00e1c \u0111\u1ee3t t\u0103ng l\u01b0u l\u01b0\u1ee3ng d\u1ef1 ki\u1ebfn ho\u1eb7c b\u1ea3o tr\u00ec theo k\u1ebf ho\u1ea1ch.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Kh\u00f3a b\u1ed9 nh\u1edb \u0111\u1ec7m:<\/strong> hash(prompt + params + model family + version).<\/li>\n\n\n\n<li><strong>TTL:<\/strong> \u0111\u1eb7t theo t\u1eebng tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng; v\u00f4 hi\u1ec7u h\u00f3a khi thay \u0111\u1ed5i y\u00eau c\u1ea7u\/l\u01b0\u1ee3c \u0111\u1ed3.<\/li>\n\n\n\n<li><strong>B\u1ed9 nh\u1edb \u0111\u1ec7m \u0111\u1ecdc qua:<\/strong> ph\u1ee5c v\u1ee5 t\u1eeb b\u1ed9 nh\u1edb \u0111\u1ec7m tr\u01b0\u1edbc; t\u00ednh to\u00e1n v\u00e0 l\u01b0u tr\u1eef khi kh\u00f4ng t\u00ecm th\u1ea5y.<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>async function cachedAnswer( key: string, compute: () =&gt; Promise&lt;string&gt;, ttlMs: number ) { const hit = await cache.get(key); if (hit) return hit; const value = await compute(); await cache.set(key, value, { ttl: ttlMs }); return value; }<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">5) X\u1eed l\u00fd c\u00f4ng vi\u1ec7c kh\u00f4ng quan tr\u1ecdng theo l\u00f4<\/h2>\n\n\n\n<p>Trong tr\u01b0\u1eddng h\u1ee3p gi\u00e1n \u0111o\u1ea1n, gi\u1eef cho <strong>c\u00e1c lu\u1ed3ng giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng nhanh ch\u00f3ng<\/strong> v\u00e0 \u0111\u1ea9y c\u00e1c c\u00f4ng vi\u1ec7c n\u1eb7ng v\u00e0o h\u00e0ng \u0111\u1ee3i. X\u1eed l\u00fd khi nh\u00e0 cung c\u1ea5p ph\u1ee5c h\u1ed3i.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>T\u00f3m t\u1eaft t\u00e0i li\u1ec7u l\u1edbn<\/li>\n\n\n\n<li>Ph\u00e2n t\u00edch\/t\u1ea1o th\u00f4ng tin chi ti\u1ebft qua \u0111\u00eam<\/li>\n\n\n\n<li>L\u00e0m m\u1edbi \u0111\u1ecbnh k\u1ef3 embeddings<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code><\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">6) Theo d\u00f5i chi ph\u00ed\u2014chuy\u1ec3n \u0111\u1ed5i d\u1ef1 ph\u00f2ng kh\u00f4ng n\u00ean l\u00e0m h\u1ecfng ng\u00e2n s\u00e1ch c\u1ee7a b\u1ea1n<\/h2>\n\n\n\n<p>Kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i c\u00f3 th\u1ec3 thay \u0111\u1ed5i h\u1ed3 s\u01a1 chi ti\u00eau c\u1ee7a b\u1ea1n. Th\u00eam c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 chi ph\u00ed theo t\u1eebng m\u00f4 h\u00ecnh\/nh\u00e0 cung c\u1ea5p, c\u00e1c c\u00f4ng c\u1ee5 gi\u00e1m s\u00e1t chi ti\u00eau theo th\u1eddi gian th\u1ef1c v\u1edbi c\u1ea3nh b\u00e1o b\u1ea5t th\u01b0\u1eddng, v\u00e0 ph\u00e2n t\u00edch sau s\u1ef1 c\u1ed1 (tuy\u1ebfn n\u00e0o t\u0103ng \u0111\u1ed9t bi\u1ebfn?). Qu\u1ea3n l\u00fd kh\u00f3a v\u00e0 h\u00f3a \u0111\u01a1n trong B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n: <a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=openai-api-outage-playbook\" target=\"_blank\" rel=\"noreferrer noopener\">T\u1ea1o API Key<\/a> \u00b7 <a href=\"https:\/\/console.shareai.now\/app\/billing\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=openai-api-outage-playbook\" target=\"_blank\" rel=\"noreferrer noopener\">Thanh to\u00e1n<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">7) Giao ti\u1ebfp r\u00f5 r\u00e0ng v\u1edbi ng\u01b0\u1eddi d\u00f9ng v\u00e0 \u0111\u1ed9i nh\u00f3m<\/h2>\n\n\n\n<p>Im l\u1eb7ng gi\u1ed1ng nh\u01b0 th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng\u2014ngay c\u1ea3 khi b\u1ea1n \u0111\u00e3 gi\u1ea3m thi\u1ec3u m\u1ed9t c\u00e1ch kh\u00e9o l\u00e9o. S\u1eed d\u1ee5ng bi\u1ec3u ng\u1eef trong \u1ee9ng d\u1ee5ng cho s\u1ef1 suy gi\u1ea3m m\u1ed9t ph\u1ea7n v\u1edbi c\u00e1c gi\u1ea3i ph\u00e1p thay th\u1ebf \u0111\u00e3 bi\u1ebft. Gi\u1eef ghi ch\u00fa s\u1ef1 c\u1ed1 ng\u1eafn g\u1ecdn v\u00e0 c\u1ee5 th\u1ec3 (c\u00e1i g\u00ec b\u1ecb \u1ea3nh h\u01b0\u1edfng, t\u00e1c \u0111\u1ed9ng, bi\u1ec7n ph\u00e1p kh\u1eafc ph\u1ee5c). B\u00e1o c\u00e1o sau s\u1ef1 c\u1ed1 n\u00ean kh\u00f4ng \u0111\u1ed5 l\u1ed7i v\u00e0 c\u1ee5 th\u1ec3 v\u1ec1 nh\u1eefng g\u00ec b\u1ea1n s\u1ebd c\u1ea3i thi\u1ec7n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ShareAI: con \u0111\u01b0\u1eddng nhanh nh\u1ea5t \u0111\u1ebfn kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i<\/h2>\n\n\n\n<p><strong>API AI do con ng\u01b0\u1eddi v\u1eadn h\u00e0nh.<\/strong> V\u1edbi m\u1ed9t \u0111i\u1ec3m cu\u1ed1i REST, c\u00e1c \u0111\u1ed9i nh\u00f3m c\u00f3 th\u1ec3 ch\u1ea1y h\u01a1n 150+ m\u00f4 h\u00ecnh tr\u00ean m\u1ed9t m\u1ea1ng l\u01b0\u1edbi GPU ngang h\u00e0ng to\u00e0n c\u1ea7u. M\u1ea1ng t\u1ef1 \u0111\u1ed9ng ch\u1ecdn nh\u00e0 cung c\u1ea5p theo \u0111\u1ed9 tr\u1ec5, gi\u00e1 c\u1ea3, khu v\u1ef1c v\u00e0 m\u00f4 h\u00ecnh\u2014v\u00e0 <strong>chuy\u1ec3n \u0111\u1ed5i d\u1ef1 ph\u00f2ng<\/strong> khi m\u1ed9t nh\u00e0 cung c\u1ea5p b\u1ecb suy gi\u1ea3m. N\u00f3 kh\u00f4ng ph\u1ee5 thu\u1ed9c v\u00e0o nh\u00e0 cung c\u1ea5p v\u00e0 t\u00ednh ph\u00ed theo t\u1eebng token, v\u1edbi 70% chi ti\u00eau ch\u1ea3y \u0111\u1ebfn c\u00e1c nh\u00e0 cung c\u1ea5p gi\u1eef m\u00f4 h\u00ecnh tr\u1ef1c tuy\u1ebfn.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=openai-api-outage-playbook\" target=\"_blank\" rel=\"noreferrer noopener\">Duy\u1ec7t qua c\u00e1c M\u00f4 h\u00ecnh<\/a> \u0111\u1ec3 so s\u00e1nh gi\u00e1 c\u1ea3 v\u00e0 kh\u1ea3 d\u1ee5ng.<\/li>\n\n\n\n<li><a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=openai-api-outage-playbook\" target=\"_blank\" rel=\"noreferrer noopener\">\u0110\u1ecdc T\u00e0i li\u1ec7u<\/a> v\u00e0 b\u1eaft \u0111\u1ea7u v\u1edbi <a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=openai-api-outage-playbook\" target=\"_blank\" rel=\"noreferrer noopener\">B\u1eaft \u0111\u1ea7u nhanh API<\/a>.<\/li>\n\n\n\n<li><a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=openai-api-outage-playbook\" target=\"_blank\" rel=\"noreferrer noopener\">Th\u1eed trong Playground<\/a> ho\u1eb7c <a href=\"https:\/\/console.shareai.now\/?login=true&amp;type=login&amp;utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=openai-api-outage-playbook\" target=\"_blank\" rel=\"noreferrer noopener\">\u0110\u0103ng nh\u1eadp ho\u1eb7c \u0110\u0103ng k\u00fd<\/a>.<\/li>\n\n\n\n<li>Tuy\u1ec3n d\u1ee5ng nh\u00e0 cung c\u1ea5p? H\u01b0\u1edbng m\u1ecdi ng\u01b0\u1eddi \u0111\u1ebfn <a href=\"https:\/\/shareai.now\/docs\/provider\/manage\/overview\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=openai-api-outage-playbook\" target=\"_blank\" rel=\"noreferrer noopener\">H\u01b0\u1edbng d\u1eabn Nh\u00e0 cung c\u1ea5p<\/a>.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">B\u1ea3n thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac (d\u1ec5 sao ch\u00e9p-d\u00e1n)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Lu\u1ed3ng y\u00eau c\u1ea7u (\u0111\u01b0\u1eddng ch\u00ednh \u2192 chuy\u1ec3n \u0111\u1ed5i d\u1ef1 ph\u00f2ng)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng \u0111i v\u00e0o <em>C\u1ed5ng AI<\/em>.<\/li>\n\n\n\n<li><em>C\u00f4ng c\u1ee5 ch\u00ednh s\u00e1ch<\/em> \u0111\u00e1nh gi\u00e1 nh\u00e0 cung c\u1ea5p theo s\u1ee9c kh\u1ecfe\/\u0111\u1ed9 tr\u1ec5\/chi ph\u00ed.<\/li>\n\n\n\n<li>Chuy\u1ec3n h\u01b0\u1edbng \u0111\u1ebfn <em>Ch\u00ednh<\/em>; khi m\u00e3 h\u1ebft th\u1eddi gian ho\u1eb7c s\u1ef1 c\u1ed1, ng\u1eaft m\u1ea1ch v\u00e0 chuy\u1ec3n h\u01b0\u1edbng \u0111\u1ebfn <em>Th\u1ee9 c\u1ea5p<\/em>.<\/li>\n\n\n\n<li><em>B\u1ed9 chu\u1ea9n h\u00f3a<\/em> \u00e1nh x\u1ea1 c\u00e1c ph\u1ea3n h\u1ed3i v\u00e0o m\u1ed9t l\u01b0\u1ee3c \u0111\u1ed3 \u1ed5n \u0111\u1ecbnh.<\/li>\n\n\n\n<li><em>Kh\u1ea3 n\u0103ng quan s\u00e1t<\/em> ghi l\u1ea1i s\u1ed1 li\u1ec7u + nh\u00e0 cung c\u1ea5p \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng; <em>B\u1ed9 nh\u1edb \u0111\u1ec7m<\/em> l\u01b0u tr\u1eef k\u1ebft qu\u1ea3 x\u00e1c \u0111\u1ecbnh.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">V\u00ed d\u1ee5 v\u1ec1 ch\u00ednh s\u00e1ch nh\u00e0 cung c\u1ea5p<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u01afu ti\u00ean \u0111\u1ed9 tr\u1ec5:<\/strong> \u01b0u ti\u00ean tr\u1ecdng s\u1ed1 p95; \u01b0u ti\u00ean khu v\u1ef1c g\u1ea7n nh\u1ea5t.<\/li>\n\n\n\n<li><strong>\u01afu ti\u00ean chi ph\u00ed:<\/strong> gi\u1edbi h\u1ea1n $\/1k tokens; chuy\u1ec3n sang m\u00f4 h\u00ecnh ch\u1eadm h\u01a1n nh\u01b0ng r\u1ebb h\u01a1n ngo\u00e0i gi\u1edd cao \u0111i\u1ec3m.<\/li>\n\n\n\n<li><strong>\u01afu ti\u00ean ch\u1ea5t l\u01b0\u1ee3ng:<\/strong> s\u1eed d\u1ee5ng \u0111i\u1ec3m \u0111\u00e1nh gi\u00e1 tr\u00ean c\u00e1c l\u1eddi nh\u1eafc g\u1ea7n \u0111\u00e2y (A\/B ho\u1eb7c l\u01b0u l\u01b0\u1ee3ng b\u00f3ng).<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">B\u1ea3n \u0111\u1ed3 kh\u1ea3 n\u0103ng quan s\u00e1t<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>C\u00e1c ch\u1ec9 s\u1ed1:<\/strong> t\u1ef7 l\u1ec7 th\u00e0nh c\u00f4ng, \u0111\u1ed9 tr\u1ec5 p50\/p95, th\u1eddi gian ch\u1edd, \u0111\u1ed9 s\u00e2u h\u00e0ng \u0111\u1ee3i.<\/li>\n\n\n\n<li><strong>Nh\u1eadt k\u00fd:<\/strong> ID nh\u00e0 cung c\u1ea5p, m\u00f4 h\u00ecnh, s\u1ed1 l\u01b0\u1ee3ng token v\u00e0o\/ra, s\u1ed1 l\u1ea7n th\u1eed l\u1ea1i, s\u1ed1 l\u1ea7n truy c\u1eadp b\u1ed9 nh\u1edb \u0111\u1ec7m.<\/li>\n\n\n\n<li><strong>D\u1ea5u v\u1ebft:<\/strong> y\u00eau c\u1ea7u \u2192 c\u1ed5ng \u2192 cu\u1ed9c g\u1ecdi nh\u00e0 cung c\u1ea5p \u2192 b\u1ed9 chu\u1ea9n h\u00f3a \u2192 b\u1ed9 nh\u1edb \u0111\u1ec7m.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Danh s\u00e1ch ki\u1ec3m tra: s\u1eb5n s\u00e0ng \u0111\u1ed1i ph\u00f3 s\u1ef1 c\u1ed1 trong v\u00f2ng ch\u01b0a \u0111\u1ea7y m\u1ed9t tu\u1ea7n<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ng\u00e0y 1\u20132:<\/strong> Th\u00eam gi\u00e1m s\u00e1t + c\u1ea3nh b\u00e1o c\u1ea5p \u0111i\u1ec3m cu\u1ed1i; x\u00e2y d\u1ef1ng b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n s\u1ee9c kh\u1ecfe.<\/li>\n\n\n\n<li><strong>Ng\u00e0y 3\u20134:<\/strong> K\u1ebft n\u1ed1i nh\u00e0 cung c\u1ea5p th\u1ee9 hai v\u00e0 thi\u1ebft l\u1eadp ch\u00ednh s\u00e1ch \u0111\u1ecbnh tuy\u1ebfn.<\/li>\n\n\n\n<li><strong>Ng\u00e0y 5:<\/strong> L\u01b0u tr\u1eef c\u00e1c \u0111\u01b0\u1eddng d\u1eabn n\u00f3ng; x\u1ebfp h\u00e0ng c\u00e1c c\u00f4ng vi\u1ec7c ch\u1ea1y l\u00e2u.<\/li>\n\n\n\n<li><strong>Ng\u00e0y 6\u20137:<\/strong> Th\u00eam c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 chi ph\u00ed; chu\u1ea9n b\u1ecb m\u1eabu th\u00f4ng b\u00e1o s\u1ef1 c\u1ed1; th\u1ef1c hi\u1ec7n di\u1ec5n t\u1eadp.<\/li>\n<\/ul>\n\n\n\n<p>Mu\u1ed1n th\u00eam n\u1ed9i dung nh\u01b0 th\u1ebf n\u00e0y? Kh\u00e1m ph\u00e1 <a href=\"https:\/\/shareai.now\/vi\/blog\/danh-muc\/nha-phat-trien\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=openai-api-outage-playbook\" target=\"_blank\" rel=\"noreferrer noopener\">h\u01b0\u1edbng d\u1eabn d\u00e0nh cho nh\u00e0 ph\u00e1t tri\u1ec3n<\/a> v\u1ec1 ch\u00ednh s\u00e1ch \u0111\u1ecbnh tuy\u1ebfn, m\u1eb9o SDK v\u00e0 c\u00e1c m\u1eabu s\u1eb5n s\u00e0ng cho s\u1ef1 c\u1ed1. B\u1ea1n c\u0169ng c\u00f3 th\u1ec3 <a href=\"https:\/\/meet.growably.ro\/team\/shareai\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=openai-api-outage-playbook\" target=\"_blank\" rel=\"noreferrer noopener\">\u0111\u1eb7t l\u1ecbch h\u1ecdp<\/a> v\u1edbi \u0111\u1ed9i ng\u0169 c\u1ee7a ch\u00fang t\u00f4i.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">K\u1ebft lu\u1eadn: bi\u1ebfn s\u1ef1 c\u1ed1 th\u00e0nh quy\u1ebft \u0111\u1ecbnh \u0111\u1ecbnh tuy\u1ebfn<\/h2>\n\n\n\n<p>S\u1ef1 c\u1ed1 x\u1ea3y ra. Th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng kh\u00f4ng c\u1ea7n ph\u1ea3i c\u00f3. Gi\u00e1m s\u00e1t th\u00f4ng minh, t\u1ef1 \u0111\u1ed9ng chuy\u1ec3n \u0111\u1ed5i d\u1ef1 ph\u00f2ng, \u0111i\u1ec1u ph\u1ed1i nh\u00e0 cung c\u1ea5p, l\u01b0u tr\u1eef c\u00f4ng vi\u1ec7c l\u1eb7p l\u1ea1i, x\u1eed l\u00fd h\u00e0ng lo\u1ea1t ph\u1ea7n c\u00f2n l\u1ea1i v\u00e0 gi\u1eef cho ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c th\u00f4ng b\u00e1o. N\u1ebfu b\u1ea1n mu\u1ed1n con \u0111\u01b0\u1eddng ng\u1eafn nh\u1ea5t \u0111\u1ebfn kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i, h\u00e3y th\u1eed API duy nh\u1ea5t c\u1ee7a ShareAI v\u00e0 \u0111\u1ec3 \u0111\u1ecbnh tuy\u1ebfn d\u1ef1a tr\u00ean ch\u00ednh s\u00e1ch gi\u1eef b\u1ea1n tr\u1ef1c tuy\u1ebfn\u2014ngay c\u1ea3 khi m\u1ed9t nh\u00e0 cung c\u1ea5p duy nh\u1ea5t g\u1eb7p s\u1ef1 c\u1ed1.<\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Khi s\u1ea3n ph\u1ea9m c\u1ee7a b\u1ea1n ph\u1ee5 thu\u1ed9c v\u00e0o m\u1ed9t nh\u00e0 cung c\u1ea5p AI duy nh\u1ea5t, m\u1ed9t s\u1ef1 c\u1ed1 ng\u1eebng ho\u1ea1t \u0111\u1ed9ng c\u00f3 th\u1ec3 l\u00e0m \u0111\u00f3ng b\u0103ng c\u00e1c t\u00ednh n\u0103ng c\u1ed1t l\u00f5i v\u00e0 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn doanh thu.<\/p>","protected":false},"author":1,"featured_media":2540,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[38],"tags":[],"class_list":["post-2538","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-alternatives"],"_links":{"self":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/2538","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/comments?post=2538"}],"version-history":[{"count":1,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/2538\/revisions"}],"predecessor-version":[{"id":2539,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/posts\/2538\/revisions\/2539"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/media\/2540"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/media?parent=2538"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/categories?post=2538"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/vi\/api\/wp\/v2\/tags?post=2538"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}