Sub-Millisecond RAG akan Apple Silicon. Babu Sabar. Babu API. Fayil ɗaya

\u003ch2\u003e Sub-Millisecond RAG akan Apple Silicon. Babu Sabar. Babu API. Fayil ɗaya\u003c/h2\u003e \u003cp\u003e Wannan buɗaɗɗen tushen tushen GitHub ma'ajiyar tana wakiltar babbar gudummawa ga mahalli mai haɓakawa. Aikin yana nuna ayyukan ci gaban zamani da coding na haɗin gwiwa.\u003c/p\u003e \u003ch3\u003e Fasalolin Fasaha\u003c/h3\u003e \u003cp\u003e Mai yiwuwa ma'ajiyar ta ƙunshi:\u003c/p\u003e \u003cul\u003e \u003c\u003e Tsabtace, lambar da aka rubuta da kyau\u003c/li\u003e \u003c\u003e Cikakken README tare da misalan amfani\u003c/li\u003e \u003c\u003e Ba da jagorar bin diddigi da gudummawar\u003c/li\u003e \u003c\u003e Sabuntawa na yau da kullun da kiyayewa\u003c/li\u003e \u003c/ul\u003e \u003ch3\u003e Tasirin Al'umma\u003c/h3\u003e \u003cp\u003e Ayyukan buɗaɗɗen tushe kamar wannan yana haɓaka ilimin raba ilimi da haɓaka sabbin fasahohi ta hanyar lambar da ake iya samu da haɓaka haɗin gwiwa.\u003c/p\u003e

Tambayoyin da ake yawan yi

Mene ne RAG kuma me yasa gudun sub-millisecond ke da matsala?

RAG (Ƙara Ƙarfafa Ƙarfafawa) wata dabara ce da ke haɓaka martanin AI ta hanyar dawo da mahallin da ya dace daga tushen ilimin gida kafin samar da amsa. Maido da ƙaramin ɗaki na ɗaki yana nufin dubawa sama da kusan ba za a iya fahimta ba, yana sa AI ta ji nan take. Ga masu haɓakawa suna gina kayan aikin AI na gida ko haɗa hankali cikin ƙa'idodi, wannan saurin yana kawar da ƙoƙarce-ƙoƙarce wanda yawanci ke addabar bututun mai da tushen girgije-ba jira akan tafiye-tafiye na cibiyar sadarwa ko iyakokin ƙimar API.

Ina bukatan uwar garken ko Cloud API don gudanar da wannan?

A'a. Wannan shine ainihin jigon wannan aikin-komai yana gudana gaba ɗaya akan Apple Silicon Mac ɗinku, a cikin gida da kuma na layi. Babu uwar garken don samarwa, babu maɓallin API don sarrafawa, kuma babu farashin amfani kowace tambaya. Wannan ya dace don yanayin amfani da ke da hankali ko keɓancewa. Idan kana neman mafi fa'ida duk-in-daya dandamali, Mewayz yana ba da 207 kayayyaki don $19/wata, gami da kayan aikin AI waɗanda ke haɓaka ayyukan aiki na gida tare da fasalulluka masu ƙarfin girgije lokacin da ake samun haɗin kai.

Me yasa Apple Silicon ya dace da RAG na gida?

Apple Silicon chips (M1 da kuma daga baya) yana da haɗin haɗin gine-ginen ƙwaƙwalwar ajiya inda CPU, GPU, da Injin Jijiya ke raba babban wurin ƙwaƙwalwar ajiyar bandwidth iri ɗaya. Wannan yana kawar da canja wurin bayanai tsakanin sassan sarrafawa, yin binciken kamanni na vector da shigar da ƙima cikin sauri. Sakamakon shi ne cewa ayyukan da yawanci ke buƙatar keɓaɓɓen kayan aikin GPU ko uwar garken nesa na iya aiki da kyau a cikin tsari guda ɗaya akan MacBook, yana ba da damar sake dawo da ƙaramin mil daƙiƙa daƙiƙa wannan aikin ya nuna.

Ta yaya zan iya daidaita wannan tsarin don aikace-aikacen samarwa?

Don ayyukan sirri ko ƙananan ƙungiyoyi, wannan hanyar fayil guda ɗaya ta isa kuma kyakkyawa. Don sikelin samarwa-ma'amala da masu amfani da yawa, tushen bayanai daban-daban, da sarrafa sarrafa aiki-zaku buƙaci babban kayan aiki. Platforms kamar Mewayz sun haɗa nau'ikan 207, gami da AI, CRM, abun ciki, da kayan aikin nazari, don $ 19 / wata, yana ba ƙungiyoyin yanayin da ake gudanarwa don haɓaka samfuran gida cikin cikakkun samfuran ba tare da sake gina abubuwan more rayuwa daga karce ba. Tsarin RAG na gida da aka nuna anan zai iya zama babban jigon fasaha a cikin babban gine-gine.