{"id":2143,"date":"2026-04-04T21:30:24","date_gmt":"2026-04-04T18:30:24","guid":{"rendered":"https:\/\/shareai.now\/?p=2143"},"modified":"2026-04-14T03:21:44","modified_gmt":"2026-04-14T00:21:44","slug":"mbadala-za-aws-appsync","status":"publish","type":"post","link":"https:\/\/shareai.now\/sw\/blogu\/mbadala\/mbadala-za-aws-appsync\/","title":{"rendered":"Mbadala wa AWS AppSync 2026: Bora 10"},"content":{"rendered":"<p><em>Imesasishwa Aprili 2026<\/em><\/p>\n\n\n\n<p>Ikiwa unakagua <strong>Njia mbadala za AWS AppSync<\/strong>, mwongozo huu unachora mandhari jinsi mjenzi angefanya. Kwanza, tunaeleza AppSync ni nini\u2014<strong>huduma ya GraphQL inayosimamiwa kikamilifu ambayo inaunganisha na vyanzo vya data vya AWS (DynamoDB, Lambda, Aurora, OpenSearch, HTTP), inasaidia usajili wa wakati halisi kupitia WebSockets, na mara nyingi hutumika kama \u201cmlango wa AI\u201d mbele ya Amazon Bedrock<\/strong>\u2014kisha tunalinganisha <strong>Njia mbadala 10 bora<\/strong>. Tunapendekeza <strong>ShirikiAI<\/strong> kwanza kwa timu zinazotaka <strong>API moja kwa watoa huduma wengi<\/strong>, a <strong>soko la uwazi<\/strong> na bei\/muda wa kusubiri\/muda wa juu\/upatikanaji <em>kabla ya kuelekeza<\/em>, <strong>kushindwa papo hapo<\/strong>, na <strong>uchumi unaoendeshwa na watu<\/strong> (70% ya matumizi huenda kwa watoa huduma).<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AWS AppSync ni nini (na si nini)<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"524\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/10\/awsappsync-1024x524.jpg\" alt=\"aws-appsync-mbadala\" class=\"wp-image-2145\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/10\/awsappsync-1024x524.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/10\/awsappsync-300x153.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/10\/awsappsync-768x393.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/10\/awsappsync-1536x786.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/10\/awsappsync.jpg 1842w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>AppSync ni nini.<\/strong> AppSync ni safu ya GraphQL inayosimamiwa na AWS: inachanganua maswali na mabadiliko, inatatua sehemu dhidi ya vyanzo vya data vilivyosanidiwa (DynamoDB, Lambda, Aurora, OpenSearch, HTTP), na inaweza kusukuma masasisho katika <strong>wakati halisi<\/strong> kwa kutumia GraphQL <strong>usajili<\/strong> kupitia WebSockets salama. Pia inatoa <strong>visuluhishi vya JavaScript<\/strong> ili uweze kuandika mantiki ya visuluhishi kwa kutumia JS unayoifahamu. Katika programu za AI, timu nyingi huweka mbele <em>Amazon Bedrock<\/em> na AppSync\u2014kushughulikia uthibitishaji na kupunguza kasi katika GraphQL huku ikituma tokeni kwa wateja kupitia usajili.<\/p>\n\n\n\n<p><strong>Kile ambacho AppSync siyo.<\/strong> Ni <em>siyo<\/em> soko la mifano na haijumuishi ufikiaji wa watoa huduma wengi wa AI wa tatu chini ya API moja. Unaleta huduma za AWS (na Bedrock). Kwa uelekezaji wa watoa huduma wengi (uwazi wa kabla ya uelekezaji; kushindwa kwa watoa huduma), unganisha au badilisha na <strong>mkusanyaji<\/strong> kama ShareAI.<\/p>\n\n\n\n<p><strong>Kwa nini unasikia \u201clango la AI kwa Bedrock.\u201d<\/strong> GraphQL ya AppSync + WebSockets + resolvers hufanya iwe safu ya asili ya kutoka\/utawala mbele ya Bedrock kwa kazi za wakati mmoja na za kutiririsha. Unaendelea kutumia GraphQL kama mkataba wako wa mteja huku ukiita Bedrock katika resolvers au kazi zako.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Mkusanyaji vs Malango vs Majukwaa ya Wakala<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Wakusanyaji wa LLM (ShareAI, OpenRouter, Eden AI, LiteLLM)<\/strong>: API moja kwa mifano\/watoa huduma wengi na <strong>14. (ona bei\/muda wa kusubiri\/muda wa juu\/upatikanaji kabla ya kupiga simu), na<\/strong> (bei, ucheleweshaji, muda wa juu, upatikanaji, aina ya mtoa huduma) na <strong>uelekezaji wa akili\/kushindwa kwa njia mbadala<\/strong>.<\/li>\n\n\n\n<li><strong>Malango ya AI (Kong AI Gateway, Portkey, AppSync-kama-lango, Apigee\/NGINX\/APISIX\/Tyk\/Azure APIM\/Gravitee)<\/strong>: utawala kwenye ukingo (funguo, viwango, vizuizi), <strong>ufuatiliaji<\/strong>, na <strong>sera<\/strong> \u2014 unaleta watoa huduma.<\/li>\n\n\n\n<li><strong>Majukwaa ya mawakala\/chatbot (Unify, Orq)<\/strong>: tathmini iliyopakiwa, zana, kumbukumbu, njia\u2014zilizolenga mantiki ya programu badala ya mkusanyiko usioegemea upande wa mtoa huduma.<\/li>\n<\/ul>\n\n\n\n<p>Kwa vitendo, timu nyingi zinaendesha <strong>wote<\/strong>: lango kwa sera ya shirika + <strong>ShirikiAI<\/strong> kwa uelekezaji unaoongozwa na soko na ustahimilivu.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Jinsi tulivyotathmini mbadala bora za AppSync<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Upana wa modeli &amp; kutokuegemea<\/strong>: miliki + wazi; kubadilisha kwa urahisi; hakuna kuandika upya.<\/li>\n\n\n\n<li><strong>Ucheleweshaji &amp; ustahimilivu<\/strong>: sera za uelekezaji, muda wa kusubiri, majaribio tena, <strong>kushindwa papo hapo<\/strong>.<\/li>\n\n\n\n<li><strong>Utawala na usalama<\/strong>: kushughulikia funguo, mawanda, uelekezaji wa kikanda.<\/li>\n\n\n\n<li><strong>Ufuatiliaji<\/strong>: kumbukumbu\/nyayo na dashibodi za gharama\/muda wa kusubiri.<\/li>\n\n\n\n<li><strong>Uwazi wa bei na TCO<\/strong>: linganisha <em>halisi<\/em> gharama kabla ya kuelekeza.<\/li>\n\n\n\n<li><strong>Uzoefu wa msanidi programu<\/strong>: nyaraka, SDKs, kuanza haraka; muda-wa-token-ya-kwanza.<\/li>\n\n\n\n<li><strong>Jamii na uchumi<\/strong>: ikiwa matumizi yako <strong>yanaongeza usambazaji<\/strong> (vichocheo kwa wamiliki\/watoa huduma wa GPU).<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Mbadala 10 Bora za AWS AppSync<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">#1 \u2014 ShareAI (API ya AI Inayoendeshwa na Watu)<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"547\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-1024x547.jpg\" alt=\"shareai\" class=\"wp-image-1672\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-1024x547.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-300x160.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-768x410.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai-1536x820.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/shareai.jpg 1896w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>Ni nini.<\/strong> A <strong>API ya watoa huduma wengi<\/strong> na <strong>soko la uwazi<\/strong> na <strong>uelekezaji wa busara<\/strong>. Kwa ushirikiano mmoja, vinjari orodha kubwa ya mifano na watoa huduma; linganisha <strong>bei, ucheleweshaji, muda wa juu, upatikanaji, aina ya mtoa huduma<\/strong>; na elekeza kwa <strong>kushindwa papo hapo<\/strong>. Uchumi unaendeshwa na watu: <strong>70% ya kila dola<\/strong> inapita kwa watoa huduma (jamii au kampuni) wanaoweka mifano mtandaoni.<\/p>\n\n\n\n<p><strong>Kwa nini ni #1 hapa.<\/strong> Ikiwa unataka <strong>mkusanyiko usioegemea upande wa mtoa huduma<\/strong> na <strong>14. (ona bei\/muda wa kusubiri\/muda wa juu\/upatikanaji kabla ya kupiga simu), na<\/strong> na <strong>ustahimilivu<\/strong>, ShareAI inafaa moja kwa moja. Weka lango ikiwa unahitaji sera za shirika zima; ongeza ShareAI kwa <strong>uelekezaji unaoongozwa na soko<\/strong>.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>API moja \u2192 150+ mifano<\/strong> kwa watoa huduma wengi; hakuna uandishi upya, hakuna kufungiwa.<\/li>\n\n\n\n<li><strong>Soko la uwazi<\/strong>: chagua kwa bei, ucheleweshaji, muda wa juu, upatikanaji, aina ya mtoa huduma.<\/li>\n\n\n\n<li><strong>Ustahimilivu kwa default<\/strong>: sera za uelekezaji + kushindwa mara moja.<\/li>\n\n\n\n<li><strong>Uchumi wa haki<\/strong>: 70% ya matumizi huenda kwa watoa huduma (jamii au kampuni).<\/li>\n<\/ul>\n\n\n\n<p><strong>Viungo vya haraka<\/strong> \u2014 <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\">Vinjari Mifano<\/a> \u00b7 <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\">Fungua Uwanja wa Mchezo<\/a> \u00b7 <a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\">Unda Ufunguo wa API<\/a> \u00b7 <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=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\">Marejeleo ya API<\/a> \u00b7 <a href=\"https:\/\/shareai.now\/docs\/about-shareai\/console\/glance\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\">Mwongozo wa Mtumiaji<\/a> \u00b7 <a href=\"https:\/\/shareai.now\/releases\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\">Matoleo<\/a><\/p>\n\n\n\n<p><strong>Kwa watoa huduma: pata kwa kuweka mifano mtandaoni.<\/strong> Jiunge kupitia <strong>Nani anaweza kutoa:<\/strong>; changia <strong>milipuko ya<\/strong> muda wa kupumzika au endesha <strong>daima-juu<\/strong>. Chagua motisha yako: <strong>Zawadi<\/strong> (pesa), <strong>Kubadilishana<\/strong> (tokeni\/AI Prosumer), au <strong>Dhamira<\/strong> (toa % kwa NGOs). Unapopanua, unaweza kuweka bei za utambuzi na kupata mwonekano wa upendeleo. <a href=\"https:\/\/shareai.now\/docs\/provider\/manage\/overview\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\">Mwongozo wa Mtoa Huduma<\/a> \u00b7 <a href=\"https:\/\/console.shareai.now\/app\/provider\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\">Dashibodi ya Mtoa Huduma<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#2 \u2014 Lango AI Gateway<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"544\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/gongai-gateway-1024x544.jpg\" alt=\"\" class=\"wp-image-1669\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/gongai-gateway-1024x544.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/gongai-gateway-300x159.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/gongai-gateway-768x408.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/gongai-gateway-1536x816.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/gongai-gateway.jpg 1895w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>Ni nini.<\/strong> Lango la AI\/LLM la Biashara\u2014utawala, programu-jalizi\/sheria, uchanganuzi, na ufuatiliaji wa trafiki ya AI kwenye ukingo. Ni ndege ya udhibiti badala ya soko.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#3 \u2014 Portkey<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"524\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/portkey-1024x524.jpg\" alt=\"\" class=\"wp-image-1667\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/portkey-1024x524.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/portkey-300x153.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/portkey-768x393.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/portkey-1536x786.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/portkey.jpg 1892w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>Ni nini.<\/strong> Lango la AI linalosisitiza vizuizi, utawala, na ufuatiliaji wa kina\u2014maarufu katika mazingira yanayodhibitiwa.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#4 \u2014 OpenRouter<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"527\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/openrouter-1024x527.png\" alt=\"\" class=\"wp-image-1670\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/openrouter-1024x527.png 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/openrouter-300x155.png 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/openrouter-768x396.png 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/openrouter-1536x791.png 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/openrouter.png 1897w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>Ni nini.<\/strong> API moja iliyounganishwa juu ya mifano mingi; nzuri kwa majaribio ya haraka katika orodha pana.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#5 \u2014 Eden AI<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"473\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/edenai-1024x473.jpg\" alt=\"\" class=\"wp-image-1668\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/edenai-1024x473.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/edenai-300x139.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/edenai-768x355.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/edenai-1536x709.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/edenai.jpg 1893w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>Ni nini.<\/strong> Hujumuisha LLMs pamoja na AI pana (picha, tafsiri, TTS), na njia mbadala\/uhifadhi wa muda na upakiaji wa kundi.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#6 \u2014 LiteLLM<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"542\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/litellm-1024x542.jpg\" alt=\"mbadala za litellm\" class=\"wp-image-1666\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/litellm-1024x542.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/litellm-300x159.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/litellm-768x407.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/litellm-1536x813.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/litellm.jpg 1887w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>Ni nini.<\/strong> SDK nyepesi ya Python + wakala wa kujihudumia mwenyewe anayezungumza kiolesura kinacholingana na OpenAI kwa watoa huduma wengi.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#7 \u2014 Unify<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"544\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/unify-1024x544.jpg\" alt=\"mbadala za unify\" class=\"wp-image-1673\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/unify-1024x544.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/unify-300x159.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/unify-768x408.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/unify-1536x816.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/unify.jpg 1889w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>Ni nini.<\/strong> Uelekezaji unaoendeshwa na tathmini na kulinganisha mifano ili kuchagua mifano bora kwa kila ombi.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#8 \u2014 Orq AI<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"549\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/orgai-1024x549.png\" alt=\"mbadala za org ai\" class=\"wp-image-1674\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/orgai-1024x549.png 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/orgai-300x161.png 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/orgai-768x412.png 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/orgai-1536x823.png 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/orgai.png 1896w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>Ni nini.<\/strong> Jukwaa la uratibu\/ushirikiano linalosaidia timu kuhamia kutoka majaribio hadi uzalishaji kwa mtiririko wa msimbo mdogo.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#9 \u2014 Apigee (na LLMs nyuma yake)<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"511\" src=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/Apigee-1024x511.jpg\" alt=\"mbadala za apigee\" class=\"wp-image-1880\" srcset=\"https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/Apigee-1024x511.jpg 1024w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/Apigee-300x150.jpg 300w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/Apigee-768x383.jpg 768w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/Apigee-1536x767.jpg 1536w, https:\/\/shareai.now\/wp-content\/uploads\/2025\/09\/Apigee.jpg 1815w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>Ni nini.<\/strong> Jukwaa la usimamizi wa API lililokomaa ambalo unaweza kuweka mbele ya watoa huduma wa LLM ili kutumia sera, funguo, na mgao.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#10 \u2014 NGINX<\/h3>\n\n\n\n\n\n<p><strong>Ni nini.<\/strong> Tumia NGINX kujenga njia maalum za usambazaji, utekelezaji wa tokeni, na kuhifadhi kwa nyuma ya LLM ikiwa unapendelea udhibiti wa DIY.<\/p>\n\n\n\n<p>Hizi ni muhtasari wa mwelekeo kusaidia kukufupishia. Kwa katalogi za mifano, bei za moja kwa moja, au sifa za watoa huduma, tembelea <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\">soko la ShareAI<\/a> na uelekeze kulingana na wakati halisi <strong>bei\/muda wa kusubiri\/muda wa juu\/upatikanaji<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AWS AppSync dhidi ya ShareAI<\/h2>\n\n\n\n<p>Ikiwa unahitaji <strong>API moja juu ya watoa huduma wengi<\/strong> na <strong>bei wazi\/muda wa kusubiri\/muda wa juu wa upatikanaji<\/strong> na <strong>kushindwa papo hapo<\/strong>, chagua <strong>ShirikiAI<\/strong>. Ikiwa hitaji lako kuu ni <strong>usimamizi wa egress<\/strong> na AWS-asili <strong>GraphQL<\/strong> na <strong>usajili wa wakati halisi<\/strong>, AppSync inafaa kwa njia hiyo\u2014hasa wakati wa kushughulikia <em>Amazon Bedrock<\/em> mizigo ya kazi. Timu nyingi <strong>huviunganisha<\/strong>: lango kwa sera za shirika + ShareAI kwa uelekezaji wa soko.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ulinganisho wa haraka<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Jukwaa<\/th><th>Inayohudumia nani<\/th><th>Upana wa modeli<\/th><th>Utawala na usalama<\/th><th>Ufuatiliaji<\/th><th>Uelekezaji \/ kushindwa kwa mfumo<\/th><th>Uwazi wa soko<\/th><th>Mpango wa mtoa huduma<\/th><\/tr><\/thead><tbody><tr><td><strong>ShirikiAI<\/strong><\/td><td>Timu za bidhaa\/jukwaa zinazohitaji API moja + uchumi wa haki<\/td><td><strong>Miundo 150+, watoa huduma wengi<\/strong><\/td><td>Funguo za API &amp; udhibiti wa kila njia<\/td><td>Matumizi ya dashibodi + takwimu za soko<\/td><td><strong>Uelekezaji wa akili + kushindwa kwa papo hapo<\/strong><\/td><td><strong>Ndio<\/strong> (bei, ucheleweshaji, muda wa juu, upatikanaji, aina ya mtoa huduma)<\/td><td><strong>Ndio<\/strong> \u2014 usambazaji wazi; 70% kwa watoa huduma<\/td><\/tr><tr><td><strong>AWS AppSync<\/strong><\/td><td>Timu zinazotaka AWS-asili GraphQL + wakati halisi + ujumuishaji wa Bedrock<\/td><td><strong>Jilete mwenyewe<\/strong> (Bedrock, huduma za data za AWS)<\/td><td>Uthibitishaji\/ufunguo ulioratibiwa katika AWS<\/td><td>Mifumo rafiki ya CloudWatch\/OTel<\/td><td>Ugawaji wa masharti kupitia resolvers\/usajili<\/td><td><strong>Hapana<\/strong> (chombo cha miundombinu, si soko)<\/td><td>haipo<\/td><\/tr><tr><td><strong>Kong AI Gateway<\/strong><\/td><td>Biashara zinazohitaji sera za kiwango cha lango<\/td><td>Jilete mwenyewe<\/td><td>Sera\/programu-jalizi zenye nguvu za ukingo<\/td><td>Uchambuzi<\/td><td>Wakala\/programu-jalizi, majaribio tena<\/td><td>Hapana (miundombinu)<\/td><td>haipo<\/td><\/tr><tr><td><strong>OpenRouter<\/strong><\/td><td>Watengenezaji wanaotaka ufunguo mmoja kwa mifano mingi<\/td><td>Katalogi pana<\/td><td>Udhibiti wa msingi wa API<\/td><td>Upande wa programu<\/td><td>Mbadala<\/td><td>Sehemu<\/td><td>haipo<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>(Jedwali lililofupishwa. Tumia <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\">soko la ShareAI<\/a> kulinganisha moja kwa moja <strong>bei\/latency\/upatikanaji<\/strong> kati ya watoa huduma.)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Bei &amp; TCO: linganisha <em>halisi<\/em> gharama (sio tu bei za kitengo)<\/h2>\n\n\n\n<p>Raw $\/1K tokens huficha uhalisia. TCO hubadilika na majaribio\/kurudi nyuma, latency (inayoathiri matumizi), tofauti za watoa huduma, uhifadhi wa ufuatiliaji, na majaribio ya tathmini. <strong>soko la uwazi<\/strong> husaidia kuchagua njia zinazobalansi gharama na UX.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>TCO \u2248 \u03a3 (Base_tokens \u00d7 Unit_price \u00d7 (1 + Retry_rate)) + Observability_storage + Evaluation_tokens + Egress<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Kielelezo (~10k token\/siku):<\/strong> boresha kwa <em>muda-wa-tokeni-ya-kwanza<\/em> (Uwanja wa michezo, mwanzo wa haraka).<\/li>\n\n\n\n<li><strong>Kiwango cha kati (~2M token\/siku):<\/strong> uelekezaji\/kurudi nyuma unaoongozwa na soko unaweza kupunguza <strong>10\u201320%<\/strong> huku ukiboresha UX.<\/li>\n\n\n\n<li><strong>Kazi za ghafla:<\/strong> tarajia gharama za juu za tokeni kutokana na majaribio wakati wa kurudi nyuma; panga bajeti kwa ajili yake.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Vidokezo vya uhamisho: kuhamisha <em>hadi<\/em> ShirikiAI<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Kutoka AWS AppSync (kama lango kwa Bedrock):<\/strong> Weka sera za kiwango cha lango pale zinapong'aa; ongeza <strong>ShirikiAI<\/strong> 3. kwa <strong>uelekezaji wa soko + failover ya papo hapo<\/strong> kati ya watoa huduma wengi. Mfano: <em>Sera\/auth ya AppSync \u2192 Njia ya ShareAI kwa kila mfano \u2192 pima takwimu za soko \u2192 shikilia sera<\/em>.<\/li>\n\n\n\n<li><strong>Kutoka OpenRouter:<\/strong> Panga majina ya mifano, hakikisha usawa wa maelezo; kivuli <strong>10%<\/strong> trafiki na ongeza <strong>25% \u2192 50% \u2192 100%<\/strong> kama bajeti za ucheleweshaji\/kosa zinavyoshikilia.<\/li>\n\n\n\n<li><strong>Kutoka LiteLLM:<\/strong> Badilisha <strong>wakala wa kujihostia<\/strong> kwenye njia za uzalishaji ambazo hutaki kuendesha; weka LiteLLM kwa maendeleo ikiwa inahitajika. Linganisha mzigo wa uendeshaji dhidi ya faida za njia zinazodhibitiwa.<\/li>\n\n\n\n<li><strong>Kutoka Unify \/ Portkey \/ Orq \/ Kong:<\/strong> Eleza matarajio ya usawa wa vipengele (uchambuzi, vizuizi, upangaji, programu-jalizi). Timu nyingi zinaendesha <strong>mseto<\/strong>: weka vipengele maalum mahali ambapo vina nguvu zaidi; tumia <strong>ShirikiAI<\/strong> kwa chaguo la wazi la watoa huduma na failover.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Mwanzo wa haraka kwa msanidi programu (nakili-bandika)<\/h2>\n\n\n\n<p>Zifuatazo zinatumia <strong>Inayooana na OpenAI<\/strong> uso. Badilisha <code>YOUR_KEY<\/code> na ufunguo wako wa ShareAI\u2014pata moja kwenye <a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\">Unda Ufunguo wa API<\/a>. Tazama <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=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\">Marejeleo ya API<\/a> kwa maelezo.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>#!\/usr\/bin\/env bash\"<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ JavaScript (fetch) \u2014 Node 18+\/Edge runtimes;<\/code><\/pre>\n\n\n\n<p>Unapendelea kutoandika msimbo sasa hivi? <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\">Fungua Uwanja wa Mchezo<\/a> na endesha ombi la moja kwa moja kwa dakika chache.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Orodha ya ukaguzi wa usalama, faragha &amp; uzingatiaji (isiyoegemea kwa muuzaji)<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ushughulikiaji wa funguo:<\/strong> mzunguko wa mzunguko; mawanda ya chini; utengano wa mazingira.<\/li>\n\n\n\n<li><strong>Uhifadhi wa Data:<\/strong> ambapo maelezo ya maombi\/majibu yanahifadhiwa, kwa muda gani; chaguo-msingi za kufuta.<\/li>\n\n\n\n<li><strong>PII &amp; maudhui nyeti:<\/strong> kuficha; udhibiti wa ufikiaji; <strong>uelekezaji wa kikanda<\/strong> kwa eneo la data.<\/li>\n\n\n\n<li><strong>Ufuatiliaji:<\/strong> kumbukumbu za maombi\/majibu; uwezo wa kuchuja au kutumia majina bandia; sambaza vitambulisho vya ufuatiliaji kwa uthabiti.<\/li>\n\n\n\n<li><strong>Jibu la tukio:<\/strong> njia za kupandisha na SLA za mtoa huduma.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Maswali Yanayoulizwa Mara kwa Mara \u2014 AWS AppSync dhidi ya washindani wengine<\/h2>\n\n\n\n<p><strong>AWS AppSync dhidi ya ShareAI \u2014 ipi kwa njia za watoa huduma wengi?<\/strong><br><strong>ShirikiAI.<\/strong> Imejengwa kwa <strong>uwazi wa soko<\/strong> (bei, ucheleweshaji, muda wa juu, upatikanaji, aina ya mtoa huduma) na <strong>uelekezaji wa akili\/kushindwa kwa njia mbadala<\/strong> kote <strong>watoa huduma wengi<\/strong>. AppSync ni asili ya AWS <strong>GraphQL<\/strong> na <strong>Msingi<\/strong> miunganisho na <strong>usajili<\/strong>. Timu nyingi hutumia zote mbili: AppSync kwa GraphQL\/sheria; ShareAI kwa ufikiaji usioegemea mtoa huduma na ustahimilivu.<\/p>\n\n\n\n<p><strong>AWS AppSync dhidi ya OpenRouter \u2014 ufikiaji wa haraka wa modeli nyingi au udhibiti wa GraphQL?<\/strong><br><strong>OpenRouter<\/strong> hufanya ufikiaji wa modeli nyingi kuwa haraka; <strong>AppSync<\/strong> inazingatia sera na usajili wa GraphQL wa wakati halisi kwenye AWS. Ikiwa pia unataka <strong>14. (ona bei\/muda wa kusubiri\/muda wa juu\/upatikanaji kabla ya kupiga simu), na<\/strong> na <strong>kushindwa papo hapo<\/strong> kwenye watoa huduma, ongeza <strong>ShirikiAI<\/strong> nyuma ya API yako.<\/p>\n\n\n\n<p><strong>AWS AppSync dhidi ya LiteLLM \u2014 wakala wa kujihost au GraphQL inayosimamiwa?<\/strong><br><strong>LiteLLM<\/strong> ni wakala\/SDK ya DIY; <strong>AppSync<\/strong> inasimamiwa <strong>GraphQL<\/strong> na usajili wa WebSocket na miunganisho ya chanzo cha data ya AWS. Kwa chaguo linaloendeshwa na soko <strong>la mtoa huduma<\/strong> na <strong>kushindwa<\/strong>, elekeza kupitia <strong>ShirikiAI<\/strong>.<\/p>\n\n\n\n<p><strong>AWS AppSync dhidi ya Portkey \u2014 nani ana nguvu zaidi kwenye reli za ulinzi?<\/strong><br>Wote wanasisitiza utawala; ergonomics hutofautiana. Ikiwa hitaji lako kuu ni <strong>chaguo la wazi la mtoa huduma<\/strong> na <strong>kushindwa<\/strong> kwa wauzaji wengi, ongeza <strong>ShirikiAI<\/strong>.<\/p>\n\n\n\n<p><strong>AWS AppSync vs Unify \u2014 uteuzi unaoendeshwa na tathmini vs GraphQL egress?<\/strong><br><strong>Unganisha<\/strong> inazingatia uteuzi wa modeli unaoendeshwa na tathmini; <strong>AppSync<\/strong> inazingatia GraphQL egress + miunganisho ya AWS. Kwa API moja juu ya watoa huduma wengi na takwimu za soko la moja kwa moja, chagua <strong>ShirikiAI<\/strong>.<\/p>\n\n\n\n<p><strong>AWS AppSync vs Orq \u2014 uratibu vs GraphQL?<\/strong><br><strong>Orq<\/strong> inaratibu mtiririko; <strong>AppSync<\/strong> ni safu ya ufikiaji wa data ya GraphQL yenye uhusiano wa wakati halisi + Bedrock. Tumia <strong>ShirikiAI<\/strong> kwa uteuzi wa watoa huduma uwazi na kushindwa kwa huduma.<\/p>\n\n\n\n<p><strong>AWS AppSync vs Apigee \u2014 usimamizi wa API vs GraphQL maalum kwa AI?<\/strong><br><strong>Apigee<\/strong> ni usimamizi mpana wa API; <strong>AppSync<\/strong> ni huduma ya GraphQL ya AWS yenye usajili na miunganisho ya huduma za AWS. Ikiwa unataka ufikiaji usioegemea upande wowote wa watoa huduma na uwazi wa soko, unganisha <strong>ShirikiAI<\/strong>.<\/p>\n\n\n\n<p><strong>AWS AppSync vs NGINX \u2014 Kujitengenezea mwenyewe vs suluhisho tayari?<\/strong><br><strong>NGINX<\/strong> inatoa vichujio na sera za DIY; <strong>AppSync<\/strong> inatoa safu ya GraphQL inayosimamiwa na WebSockets\/usajili. Ili kuepuka kazi ya kiwango cha chini na bado kupata uteuzi wa watoa huduma uwazi, elekeza kupitia <strong>ShirikiAI<\/strong>.<\/p>\n\n\n\n<p><strong>AWS AppSync vs Kong AI Gateway \u2014 milango miwili<\/strong><br>Zote ni milango (sera, programu-jalizi, uchanganuzi), si masoko. Timu nyingi huunganisha lango na <strong>ShirikiAI<\/strong> 3. kwa <strong>uwazi wa njia nyingi za watoa huduma<\/strong> na <strong>kushindwa<\/strong>.<\/p>\n\n\n\n<p><strong>AWS AppSync vs Apache APISIX \u2014 GraphQL vs lango la API<\/strong><br><strong>APISIX<\/strong> ni API gateway yenye nguvu kwa sera na uelekezaji; <strong>AppSync<\/strong> inasimamiwa GraphQL kwa data ya AWS + Bedrock. Kwa usawa wa modeli na kulinganisha bei\/muda wa kusubiri\/muda wa juu, ongeza <strong>ShirikiAI<\/strong>.<\/p>\n\n\n\n<p><strong>AWS AppSync vs Tyk \u2014 injini ya sera vs safu ya msuluhishi wa GraphQL<\/strong><br><strong>Tyk<\/strong> inazingatia sera\/vikomo\/vifunguo; <strong>AppSync<\/strong> inazingatia GraphQL na utoaji wa wakati halisi. Kwa uelekezaji wa AI usioegemea mtoa huduma na kushindwa mara moja, chagua <strong>ShirikiAI<\/strong>.<\/p>\n\n\n\n<p><strong>AWS AppSync vs Azure API Management \u2014 chaguo la wingu<\/strong><br><strong>Azure APIM<\/strong> ni lango la biashara la Microsoft; <strong>AppSync<\/strong> ni huduma ya GraphQL ya AWS. Ikiwa pia unataka AI ya watoa huduma wengi na uwazi wa soko, tumia <strong>ShirikiAI<\/strong>.<\/p>\n\n\n\n<p><strong>AWS AppSync vs Gravitee \u2014 lango la chanzo huria vs GraphQL inayosimamiwa<\/strong><br><strong>Gravitee<\/strong> ni lango la API lenye sera, uchanganuzi, na matukio; <strong>AppSync<\/strong> imeundwa mahsusi kwa GraphQL + wakati halisi. Kwa mwonekano wa bei\/muda wa kusubiri\/muda wa juu kabla ya njia na kushindwa, ongeza <strong>ShirikiAI<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Wakati AppSync inang'aa (na wakati haifanyi)<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Inang'aa kwa:<\/strong> Mifumo inayozingatia AWS inayotaka <strong>GraphQL<\/strong>, <strong>wakati halisi<\/strong> kupitia usajili, na uhusiano wa karibu <strong>Msingi<\/strong> uhusiano \u2014 yote ndani ya mtiririko wa uthibitishaji wa AWS\/IAM na CloudWatch\/OTel.<\/li>\n\n\n\n<li><strong>Chini ya bora kwa:<\/strong> <strong>watoa huduma wengi<\/strong> Uelekezaji wa AI kati ya mawingu\/wauzaji, kulinganisha kabla ya kuelekeza kwa uwazi (bei\/muda wa kusubiri\/muda wa juu), au kiotomatiki <strong>kushindwa<\/strong> kati ya watoa huduma wengi. Hiyo ni <strong>ShirikiAI<\/strong>\u2019njia ya.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Jinsi mifumo ya AppSync inavyolingana na Bedrock (kwa muktadha)<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Miito mifupi, ya wakati mmoja<\/strong> kwa mifano ya Bedrock moja kwa moja kutoka kwa resolvers \u2014 nzuri kwa majibu ya haraka.<\/li>\n\n\n\n<li><strong>Inayoendelea kwa muda mrefu\/utiririshaji<\/strong>: tumia <strong>usajili\/WebSockets<\/strong> kutiririsha tokeni hatua kwa hatua kwa wateja; changanya na mifumo ya nyuma inayotegemea matukio inapohitajika.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Jaribu ShareAI ijayo<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\"><strong>Fungua Uwanja wa Mchezo<\/strong><\/a> \u2014 endesha ombi la moja kwa moja kwa dakika.<\/li>\n\n\n\n<li><a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\"><strong>Vinjari Mifano<\/strong><\/a> \u2014 linganisha <strong>bei, ucheleweshaji, upatikanaji<\/strong>.<\/li>\n\n\n\n<li><a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\"><strong>Soma Nyaraka<\/strong><\/a> \u2014 pata mwelekeo na unganisha.<\/li>\n\n\n\n<li><a href=\"https:\/\/console.shareai.now\/app\/api-key\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\"><strong>Tengeneza ufunguo wako wa API<\/strong><\/a> \u2014 anza kujenga leo.<\/li>\n\n\n\n<li><a href=\"https:\/\/console.shareai.now\/?login=true&amp;type=login&amp;utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=aws-appsync-alternatives\" target=\"_blank\" rel=\"noopener\"><strong>Ingia \/ Jisajili<\/strong><\/a> \u2014 Console hugundua kiotomatiki kuingia au usajili.<\/li>\n<\/ul>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Imesasishwa Ikiwa unatafuta mbadala wa AWS AppSync, mwongozo huu unaonyesha mazingira jinsi mjenzi angefanya. Kwanza, tunaeleza AppSync ni nini\u2014huduma ya GraphQL inayosimamiwa kikamilifu inayounganisha na vyanzo vya data vya AWS (DynamoDB, Lambda, Aurora, OpenSearch, HTTP), inasaidia usajili wa wakati halisi kupitia WebSockets, na mara nyingi hutumika kama \u201cmlango wa AI\u201d mbele ya [\u2026]<\/p>","protected":false},"author":3,"featured_media":2156,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[38],"tags":[],"class_list":["post-2143","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-alternatives"],"_links":{"self":[{"href":"https:\/\/shareai.now\/sw\/api\/wp\/v2\/posts\/2143","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shareai.now\/sw\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shareai.now\/sw\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shareai.now\/sw\/api\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/shareai.now\/sw\/api\/wp\/v2\/comments?post=2143"}],"version-history":[{"count":5,"href":"https:\/\/shareai.now\/sw\/api\/wp\/v2\/posts\/2143\/revisions"}],"predecessor-version":[{"id":2162,"href":"https:\/\/shareai.now\/sw\/api\/wp\/v2\/posts\/2143\/revisions\/2162"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shareai.now\/sw\/api\/wp\/v2\/media\/2156"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/sw\/api\/wp\/v2\/media?parent=2143"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/sw\/api\/wp\/v2\/categories?post=2143"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/sw\/api\/wp\/v2\/tags?post=2143"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}