Shannon 3, mtundu wa AI wosasidwa umene umaunika yankho lake

Pafupifupi mtundu uliwonse wa chat umene mudagwiritsapo ntchito umayankha mu kudutsa kumodzi kwakutsogolo. Umasankha token yoyamba usanadziwe yomaliza, ndipo chiganizo chikatulutsidwa ndi chomangika: mtunduwo ukhoza kuchitsutsa pambuyo pake, koma sungabwerere kudzachikonza. Izi zimagwira ntchito bwino pamene yankho ndi laifupi ndipo funso lili ndi mbali imodzi. Zimagwira ntchito moipa pamene yankho ndi lalitali, funso lili ndi mbali zinayi, ndipo ndime yachisanu ndi chimodzi imawononga mwakachetechete ndime yachiwiri. Shannon 3 ilipo chifukwa sitinaganize kuti yankho la vutoli ndi mtundu waukulu kwambiri. Yankho ndi kulola mtunduwo kuwerenga chomwe wangolemba.

01Shannon 3 ndi chiyani

Shannon 3 ndi banja la mitundu la makaronga awiri. Makaronga onse awiri amayenda pa gulu lathu la ma GPU m'malo mwa API ya kunja, ndipo onse ndi osasidwa: palibe wosanjikiza wa kukana patsogolo pawo ndipo palibe chosefera cha zinthu kumbuyo kwawo. Chomwe chimasiyana pakati pa makaronga ndi kuchuluka kwa ntchito imene kutembenuka kumodzi kumaloledwa kuchita yankho lisanakufikireni.

Pa API makaronga awiriwa ndi ma id a mitundu wamba. Palibe endpoint yapadera, palibe SDK yosiyana, ndipo palibe mawonekedwe apadera a pempho:

Karonga	Id ya mtundu	Kapangidwe ka kutembenuka	Yabwino kwa
Shannon 3 Lite	shannon-3	Kudutsa kumodzi kwa kuganiza + kulemba	Chat, kulemba zikalata, kufunsa, kuchuluka kwakukulu
Shannon 3 Pro	shannon-3-pro	Unyolo wonse, mpaka kudutsa 10, kuphatikiza kusonkhanitsa chidziwitso	Kusanthula, kulemba kwautali, ntchito zofuna kulondola

02Chifukwa chomwe kudutsa kumodzi kwakutsogolo ndi kapangidwe kolakwika pa mafunso ovuta

Mtundu umene ukupanga mawu kuchokera kumanzere kupita kumanja umapanga mzere wosasinthika wa zisankho zazing'ono. Ulibe chofufutira. Pamene wafika pa ma token 400 mu kufotokoza ndipo wazindikira kuti njira imene unasankha inali yolakwika, zosankha zake zokha ndi kupitiriza mu njira yolakwika kapena kuwonjezera chikonzero — zomwe zimapanga mayankho amene aliyense amawadziwa, amene amati kwenikweni, tikubwereranso pa zomwe zili pamwambazi pakati pa nkhani ndipo amakusiyirani kuti mugwirizanitse magawo awiri osagwirizana.

Unyolo wa maganizo umakonza izi koma sumathetsa. Kuganiza kaye kumapatsa mtunduwo dongosolo usanadzipereke ku mawu, chomwe ndi phindu lenileni; chikalata chotsatira chikadalembedwa mu kudutsa kumodzi ndipo chikadatumizidwa chosawerengedwa. Palibe chomwe chimafunsa funso limene mkonzi wamunthu amafunsa poyamba: kodi yankho ili likuchitadi zomwe kuganiza kunanena kuti lichite? Njira za kulephera zimene zimapulumuka unyolo wa maganizo ndi zenizeni ndipo zimadziwika:

• Mafunso ang'onoang'ono osiyidwa. Munafunsa zinthu zinayi. Kuganiza kunatchula zinthu zinayi. Yankho likukhudza zitatu.
• Kusiyana ndi dongosolo. Kulingalira kumasankha njira; mawu pang'onopang'ono amatengera njira ina, ndipo palibe chiganizo chimodzi chomwe chingatchulidwe ngati pomwe panalakwika.
• Masamu ndi miyeso. Nambala yowerengedwa molondola mu kuganiza imalembedwa molakwika mu yankho, kapena chiwerengero cha mwezi uliwonse chimaperekedwa ngati cha chaka chilichonse.
• Zotchinga zonyalanyazidwa. Munati palibe zodalira zakunja; code imaitanitsa imodzi, ndipo kuganiza sikutchulanso chotchingacho pambuyo pochivomereza.
• Mipata yodzidalira. Mtunduwo umanena mu kuganiza kuti sunatsimikize za mfundo imodzi, kenako umainena mosakayika mu yankho mulimonse.

Chilichonse mwa izi chimapezedwa poyerenga chikalatacho. Palibe chimene chimapezedwa popanga chikalatacho mosamala kwambiri.

03Unyolo wa kulingalira, sitepe ndi sitepe

Kutembenuka kwa Shannon 3 Pro ndi unyolo wokhala ndi masitepe anayi ndi mkhalidwe wotulukira.

Kuganiza

Mtunduwo umagwira vutolo usanalembe chilichonse kwa inu: kugawa funso, kuzindikira zotchinga, kudziwa chomwe ukudziwa ndi chomwe sukudziwa, ndi kusankha njira. Chomwe umapanga apa chimakhala muyeso umene yankho limayezedwa nawo pambuyo pake.

Kulemba chikalata

Mtunduwo umalemba yankho lathunthu, lenileni — osati chidule. Liyenera kukhala lathunthu, chifukwa sitepe yotsatira imayesa chinthu chomalizidwa, ndipo chithunzithunzi sichingayesedwe pa njira za kulephera zimene zimaoneka pokhapokha pa kutalika konse.

Kuunika

Iyi ndi sitepe imene imapangitsa banja ili kukhala lomwe lili. Mtunduwo umawerenga chikalatacho poyerekeza ndi kuganiza — mayeso akuthwa kwambiri kuposa kuwerenga chikalata chokha. Kufunsa mtundu kuti "kodi yankho ili ndi labwino?" kumaupatsa mwayi wonena inde; kufunsa kuti "dongosolo linanena kukhudza X, Y ndi Z pansi pa chotchinga C — kodi mawu awa akuchita zimenezo?" kumaupatsa chinthu chotsimikizika choti chiyang'ane. Kuunika kumatchula chomwe chalakwika m'malo mopereka mphotho.

Kulemba mwatsopano

Mavuto otchulidwa amakonzedwa mu chikalata chatsopano. Ichi ndi kulemba mwatsopano, osati kuchapira: kukonza kumene kumafuna kusintha dongosolo la mfundo kumaloledwa kusintha dongosolo la mfundo. Chikalata chatsopano chimabwerera ku kuunika.

Kuyima

Unyolo umatha nthawi yoyamba imene kuunika kumavomereza chikalatacho — kutuluka kwabwinobwino, ndipo pa kutembenuka kwambiri kumachitika chotchingacho chisanafike. Malire olimba a mabwerezedwe 10 alipo chifukwa cha zochitika zovuta, monga funso losamveka bwino zoonadi kumene kulemba kulikonse mwatsopano kumasintha cholakwa chimodzi ndi china, kotero kuti kutembenuka sikungazungulire mosatha.

Lite imatenga masitepe awiri oyambirira omwewo ndipo imayima. Imaganiza, imalemba chikalata, imakupatsani chikalatacho. Ichi ndi chisankho cha malonda chodziwitsidwa, osati ngozi ya kuchotsa zinthu: pa gawo lalikulu la mauthenga enieni chikalata choyamba ndicho yankho lolondola, ndipo kulipira kuchedwa kwa kuunika kuti mudziwitsidwe zimenezo ndi kugulitsana koipa. Lite ndi ya pamene mukufuna kuti mtunduwo ukhale wachangu; Pro ndi ya pamene mukufuna kuti ukhale wotsimikiza.

04Kusonkhanitsa chidziwitso kwa Pro: kupempha thandizo m'malo moganizira

Kudziunikira kumapeza kutsutsana, kusiya, ndi kuphwanya zotchinga, chifukwa umboni wofunikira kupeza zimenezo uli kale mu kutembenuka. Sikungapeze mfundo imene mtunduwo ulibe. Mtundu umene ukuunika chikalata chake ukhoza kutsimikiza kuti sindikudziwa bwino za chiwerengero ichi kenako ukhale wopanda kopita ndi chotsimikiza chimenecho.

Pro imaupatsa kopita. Pafupi ndi sitepe ya kulemba chikalata imachita kusonkhanitsa chidziwitso: imazindikira mfundo zenizeni zimene ikusowa kapena zimene sinatsimikize, imafunsa mtundu wachiwiri, waukulu za zomwezo, ndipo imaphatikiza zomwe zabwera mu yankho lokonzedwa. Ndi kufunsa kolunjika kotsogozedwa ndi mpata umene mtunduwo womwe unatchula, osati maganizo achiwiri a chilichonse.

Makhalidwe awiri ndi ofunika pa ntchito yeniyeni. Ndi kolinganizidwa: kusonkhanitsa kumafunsa za mipata yozindikirika m'malo mofunsanso funso lonse, choncho mtundu waukulu umafunsidwa kumene ukuwonjezera chidziwitso osati kumene ungongowonjezera mawu ena. Ndipo ndi kophatikizidwa: mfundo zosonkhanitsidwa zimabwerera mu unyolo ndipo zimakumana ndi kuunika komweko ngati chilichonse china, m'malo mofika ngati ndime yomatiridwa.

05Kulingalira ndi kooneka, ndipo kuli mu chinenero chanu

Njira yonse imawonetsedwa kwa inu pomwe kutembenuka kukuyenda: kuganiza, ndipo pa Pro kuunika kulikonse ndi zomwe kunatsutsa. Ichi si chiwonetsero cha kukonza zolakwa chimene tikuchilekerera — ndi gawo lalikulu la chimene mukugula, ndipo chimasintha ubale wa ntchito m'njira zitatu zenizeni.

• Mungayimitse msanga. Ngati kuganiza kwawerenga molakwika funso lanu — zotsatira zodziwika za funso losamveka bwino, osati za mtundu woipa — mumadziwa mu masekondi oyambirira, osati yankho lonse likafika litathetsa vuto lolakwika.
• Mungayang'ane kulingalira mosiyana ndi yankho. Yankho lolondola lopezedwa ndi kulingalira kolakwika ndi ngozi, chifukwa silidzapulumuka funso lotsatira.
• Mungaone unyolo ukulephera. Pamene Pro ikuwononga mabwerezedwe angapo popanda kufika pa yankho, zimenezo zimawonetsedwa m'malo mobisidwa — ndipo ndi chidziwitso chenicheni, chomwe nthawi zambiri chikutanthauza kuti funso silinafotokozedwe mokwanira.

Njira ya kulingalira imalembedwa mu chinenero chanu, osati kupangidwa mu Chingerezi ndi kutembenuzidwa kumapeto. Ngati mukugwira ntchito mu Chijapani, Chiarabu, Chituruki kapena Chipwitikizi, mtunduwo umalingalira mu chinenero chimenecho — zomwe zimasunga mawu a mu njira ya kulingalira mogwirizana ndi mawu a mu yankho, ndipo zimapewa zolumikizira zimene zimaoneka pamene mtundu umaganiza mu chinenero chimodzi ndi kulankhula mu chinzake.

06Yosasidwa: palibe wosanjikiza wa kukana, palibe chosefera cha zotulutsa

Shannon 3 imabwera popanda wosanjikiza wa kukana ndipo popanda kusefa kwa zinthu za zotulutsa. Khalidwe la kukana kulibe mu malondawa pa mlingo uliwonse: osati ngati chokutira chimene chimayang'ana uthenga wanu mtunduwo usanaone, osati ngati wosanja chimene chimayang'ana yankho musanaliwone, ndiponso osati ngati chizolowezi chimene mtunduwo uyenera kunyengedwa kuti uchisiye. Zimenezi ndi zosiyana kwambiri ndi zinthu ziwiri zimene anthu nthawi zambiri amatanthauza akanena "yosasidwa":

Njira	Chomwe imachita	Momwe imalephera
Kuthyola kudzera mu funso la dongosolo	Kulamula mtundu wolinganizidwa kuti uchite ngati wosalinganizidwa	Kumafooka mu kambirano lalitali; kukana kumabweranso pamene pakhala kukakamiza
Kuchotsa chosefera cha zotulutsa	Kusiya kuletsa mawu amene mtunduwo unapanga kale	Mtunduwo ukadalemba mawu obisa, opewa — palibe chimene chinaletsedwa, sichinalembedwe konse
Shannon 3	Palibe wosanjikiza wa kukana woti achotsedwe ndipo palibe chosefera choti chizimitsidwe — khalidwelo kulibe basi	Chisankho chonse chimakhala pa inu; mtunduwo sudzakana m'malo mwanu

Mwa ntchito yeniyeni Shannon 3 imayankha funso limene munafunsa m'malo mwa funso lotetezeka lomwe lili pafupi nalo: nkhani zopeka ndi adani enieni, mitu ya chitetezo yokambidwa mwaukadaulo m'malo mwa mtunda wa nkhani ya atolankhani, chidziwitso cha zaumoyo, cha malamulo ndi cha ndalama choperekedwa mwachindunji ndi machenjezo amene ali oyenera zoonadi — ndipo popanda phunziro la kumapeto la chifukwa chomwe munafunsira. Sinachepetsenso unyolo: kuunika kuli ndi ufulu wonena kuti chikalatacho ndi cholakwika, chomwe ndi mtundu wosiyana ndi wothandiza kwambiri wa kutsutsa kuposa kukana.

Chomwe kusakhalapo kwa wosanjikiza wa kukana sichimachita ndi kupangitsa mtunduwo kukhala wolondola. Mtundu wosasidwa ndi wokhoza mofanana kukhala wolakwika mosakayika ngati wosasidwa, ndipo mowonekera kwambiri, popeza sudzabwerera ku kusamveka pamene sunatsimikize. Ichi ndi chimodzi mwa zifukwa zabwino za unyolo: popeza palibe chizolowezi cha kukana pa njira, kudziunikira kumagwira ntchito ya chitetezo imene ndi yofunika kwa wogwiritsa ntchito waluso — kupeza zolakwa. Kagwiritsidwe kanu ka mtunduwo kakuyendetsedwabe ndi Ndondomeko yathu ya Kagwiritsidwe Kaudindo ndi lamulo la kumene muli.

07Masomphenya, zikalata, ndi kupanga zithunzi

Makaronga onse awiri amalandira zithunzi ndi zikalata ngati zomatira ndipo amaziwerenga ngati mbali ya kutembenuka. Chithunzi cha pa skrini cha build yolephera, bolodi loyera lojambulidwa, chojambula cha zamagetsi, tsamba la mgwirizano losindikizidwa kapena PDF zingakhale mutu wa funso m'malo mokhala chinthu chimene muyenera kulemba kaye. Pa Pro, zomatira zimatenga nawo mbali mu unyolo ngati chilichonse china: ngati kuunika kukatsimikiza kuti chikalatacho chinayankha funso limene chithunzicho silichirikiza, chimenecho chimalembedwa mwatsopano.

Kupanga ndi kusintha zithunzi zilipo mu chat ngati chida, osati ngati cholinga cha mtunduwo. Shannon 3 ndi mtundu wolingalira umene ungapange kapena kusintha chithunzi pamene kambirano likufuna, osati mtundu wa zithunzi wokhala ndi chat yomatiridwa. Kusiyana kumeneku kukuika ziyembekezo molondola: yesani banja ili pa momwe limaganizira, ndipo onani zithunzi ngati chothandiza chimene chimapulumutsa kusintha kwa malo.

08Zenera la context, ndi kumene mzere wa 3.x unapita

Shannon 3.0 inatulutsidwa ndi zenera la context la ma token 32,768. Icho ndi chiwerengero choona cha mbiri, ndipo n'koyenera kunena momveka, chifukwa unyolo umadya context mosiyana ndi mtundu wa kudutsa kumodzi: funso lanu, zomatira zanu, kuganiza, ndi chikalata chilichonse ndi kuzungulira kulikonse kwa kuunika zonse zimakhala mu bajeti imodzi.

32K ndi yokwanira pa ntchito zambiri za chat ndi za kusanthula — chikalata chachitali, fayilo yayikulu ya code, funso lodetsedwa la mbali zambiri ndi malo oti unyolo uziyende. Ndi yopapatiza pa zolowetsa zazikulu zoonadi, ndipo chotchinga chimenecho ndi chomwe kutulutsidwa kotsatira kunathetsa. Shannon 3.1 ikukweza zenera la context kwambiri ndipo ikusintha zomwe unyolo ungaloze; ngati mukuyesa banjali lero, werengani nkhani imeneyo yachiwiri ndipo onani nambala ya pano ngati mbiri.

09Kuitana Shannon 3 kuchokera ku API

Shannon 3 ilipo kudzera mu zilankhulo zathu zonse zitatu za API, pa mitundu yomweyo, ndi streaming pa iliyonse:

Chilankhulo	Endpoint	Igwiritseni ntchito pamene
Yogwirizana ndi OpenAI	/v1/chat/completions	Muli ndi code ya kasitomala wa OpenAI kale — sinthani base URL ndi id ya mtundu
Yogwirizana ndi Anthropic	/v1/messages	Nsanja yanu yamangidwa mozungulira mawonekedwe a Messages
Responses	/v1/responses	Mukufuna mawonekedwe atsopano a pempho/yankho

Perekani shannon-3 kapena shannon-3-pro ngati id ya mtundu. Zinthu ziwiri n'zoyenera kukonzekera mbali ya kasitomala. Kutembenuka kwa Pro kumatenga nthawi yayitali, ndipo kwa muyeso wosinthasintha, chifukwa chiwerengero cha mabwerezedwe chimadalira funso — ikani ma timeout molingana ndi malire osati avereji, ndipo sankhani streaming kuti wogwiritsa ntchito aone kupita patsogolo m'malo mwa chizungulire. Ndipo njira ya kulingalira ndi zinthu zomwe mungasankhe kuwonetsa; kumene ogwiritsa ntchito akudikira, kuiwonetsa nthawi zambiri kumaposa kuibisa, chifukwa kumasandutsa nthawi yakufa kukhala chinthu chowerengeka. Ma schema a pempho ndi yankho, tsatanetsatane wa streaming ndi malo oyeserera amoyo zili mu zolemba za API.

10Kusankha karonga

Unyolo wa Pro umapindula pa kuchedwa kwake molingana ndi kuchuluka kwa zinthu zimene zingalakwike.

Ntchito yanu	Karonga	Chifukwa
Funso lachangu la mfundo, yankho laifupi	shannon-3	Chikalata choyamba ndi yankho; kuunika kulibe choti kupeze
Kuchita zinthu mochuluka kapena kokakamizidwa ndi kuchedwa	shannon-3	Nthawi ya kutembenuka yoloseka ndiye chotchinga chachikulu
Kusanthula kwa mbali zambiri ndi zotchinga	shannon-3-pro	Mafunso ang'onoang'ono osiyidwa ndi kuphwanya zotchinga ndi zomwe kuunika kumapeza ndendende
Kulemba kwautali komwe kuyenera kugwirizana	shannon-3-pro	Kutsutsana kwa mkati ndi khalidwe la kutalika konse, losaoneka pomwe kukulembedwa
Chilichonse chokhala ndi manambala amene mudzachitapo kanthu nawo	shannon-3-pro	Kuunika kumayang'ananso masamu ndi miyeso poyerekeza ndi kuganiza
Mafunso okhudza mfundo za m'mphepete mwa mtunduwo	shannon-3-pro	Kusonkhanitsa chidziwitso kumasandutsa mpata wotchulidwa kukhala kufunsa

Njira yothandiza: gwiritsani ntchito Lite pomwe mukadali kupeza chomwe muyenera kufunsa, kenako bwerezani funso lokhazikika kamodzi pa Pro. Unyolo ndi woyenera kulipirira pa mtundu wa funso limene munkatanthauza zoonadi.

11Malire oyenera kudziwa musanadzipereke

Kaadi ya mtundu imene imatchula mphamvu zokha ndi chotsatsa. Nazi kumene Shannon 3 idzakukhumudwitsani:

• Pro ndi yochedwa, ndipo mosaloseka. Kutembenuka kumene kumamalizika mu mabwerezedwe awiri ndi kumene kumafika khumi kumasiyana kambirimbiri mu nthawi yeniyeni. Ngati mukufuna kuchedwa kokhazikika, gwiritsani ntchito Lite.
• Kuunika si umboni. Mtundu umene ukuyang'ana ntchito yake umagawana khungu lake. Unyolo umapeza modalirika kusagwirizana pakati pa kuganiza ndi chikalata; sumapeza modalirika cholakwa chimene chikugwiridwa mosakayika mu kuganiza komweko.
• Context imagawidwa ndi unyolo. Pa 32K, zolowetsa zazitali kwambiri kuphatikiza zikalata zingapo zazitali zonse ndi chotchinga chenicheni pa 3.0. Onani Shannon 3.1 kuti mupeze malire okwezedwa.
• Kusonkhanitsa kumadzaza mipata imene mtunduwo umaiona yokha. Kumasandutsa "sindinatsimikize za ichi" kukhala kufunsa, chomwe ndi phindu lenileni — koma mfundo imene mtunduwo ukulakwitsa mosakayika siitchulidwa konse ngati yosowa, choncho siisonkhanitsidwa konse.
• Yosasidwa kumatanthauza yosasidwa. Mtunduwo sudzakana ndipo sudzafewetsa. Ngati malonda anu akufuna malire a kukana, mangani kumene mungakuone m'malo moyembekezera kuti mtunduwo udzakupatsani.

12Mafunso ofunsidwa kawirikawiri

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Shannon 3 ikuyendetsedwa ndi Shannon Lab LLC, New Mexico, USA. Manambala apa akufotokoza kasinthidwe ka kutulutsidwa kwa 3.0; onani kaadi ya mtundu ya Shannon 3.1 kuti mupeze malire a pano ndi mndandanda wa kafukufuku kuti mupeze banja lonse. Sitifalitsa manambala a mayeso a Shannon 3 ndipo sitinena zonena zoyerekezera za magwiridwe.