- I-GitHub Copilot SDK iletha i-AI efanayo ngemuva kwe-Copilot Chat kuzinhlelo zokusebenza ezenziwe ngokwezifiso ngesikhathi sokusebenza esisekelwe kuseshini.
- Ukuhlanganiswa kweselula kuncike ekwakhiweni kweseva kusetshenziswa i-Copilot CLI, i-Node.js kanye neziqinisekiso ezivikelekile eziphethwe yi-backend.
- Ubunjiniyela obusebenzayo obusheshayo kanye nokuphathwa komjikelezo wokuphila okuqinile kubalulekile ukuthola izifinyezo eziwusizo nokugwema ukuvuza kwezinsiza.
- Ukwehla kolwazi, ukugcinwa kwesikhashana kanye nezifinyezo ze-AI ezifunwayo kugcina uhlu lwezinkinga lusebenza kahle futhi lungabizi ngisho noma i-AI ingatholakali.
Kwabaningi abanakekeli, ukuvula indawo yokugcina ematasa ku-GitHub kusho ukubhekana nohlu olude lwezinkinga ezingaxazululwa ezingase zibonakale zingapheli. Imibiko yamaphutha, izicelo zezici, imibuzo efanele izingxoxo, kanye nemibhalo ephindaphindwayo yeminyaka eminingi konke kuncintisana ngokunakwa futhi kwethula okuningi. ukuphathwa kwengqondo ngesikhathi sokuhlolwa kwezinkinga.
I-Copilot SDK ye-GitHub inikeza indlela yokukhipha ingxenye yalowo mthwalo wokuqonda ngokukuvumela ukuthi ufake i-AI efanayo enika amandla i-Copilot Chat kumathuluzi akho. Isibonelo esisodwa esiqondile uhlelo lokusebenza olubizwa nge-IssueCrush, olusebenzisa i-SDK ukukhiqiza Izifinyezo ze-AI zezinkinga ze-GitHub ukuze abanakekeli bakwazi ukunquma ngokushesha ukuthi benzeni ngethikithi ngalinye.
Kusukela ebhokisini lokungenayo elingcolile kuya ekuhlolweni okusizwa yi-AI
I-IssueCrush yakhelwe phezu komqondo olula: yethula izinkinga njengamakhadi angaswayipha futhi ivumele i-AI yenze umsebenzi onzima wokuqukethwe. Kuhlelo lokusebenza, inkinga ngayinye ye-GitHub ivela njengekhadi ungaswayipha kwesobunxele ukuze ulahle noma kwesokudla ukuze ugcine. Isenzo esithi “Thola Isifinyezo se-AI” sithumela imininingwane yenkinga ku-backend enikwe amandla yi-GitHub Copilot SDK, ebuyisela incazelo emfushane, esebenzisekayo yokuthi inkinga iyini nokuthi ingasingathwa kanjani.
Esikhundleni sokufunda izincazelo ezinde kanye nezingxoxo zokuphawula, abanakekeli bangabheka lezi zifinyezo ukuze banqume ukuthi into ethile idinga ukuphenywa, isilungele ukusetshenziswa, kufanele inikezwe kabusha, noma ingavalwa. Lokhu kugeleza kuguqula inqubo yokuhlunga yesitayela sebhokisi lokungenayo eyisicefe ibe umsebenzi osheshayo nogxile kakhulu lapho I-AI inikeza iphasi lokuqala futhi abantu basasenza isinqumo sokugcina.
Isihluthulelo ukuthi konke lokhu kwakhelwe phezu kwe-Copilot SDK kunengqalasizinda ye-AI eyenziwe ngokwezifiso. Leyo SDK iveza i- isikhathi sokusebenza se-ejenti evivinywe ukukhiqiza yayisetshenziswa ngaphambilini kokuhlangenwe nakho kwe-Copilot ngaphakathi kwe-GitHub uqobo, ngakho abathuthukisi akudingeki baphinde basungule indlela yokuhlela noma yokuhlanganisa ukuze bathumele isici sokuhlola esisizwa yi-AI.
Ngaphandle kwalolu hlelo lokusebenza oluthile, iphethini efanayo ingasetshenziswa kabusha kunoma yimuphi umsebenzi lapho amagrafu omongo kanye nolwazi oluhlelekile zidinga ukufingqwa okusheshayo, kungakhathaliseki ukuthi lokho kuyizilandeleli zezinkinga zangaphakathi, imibiko yezehlakalo, noma imigqa yokubuyekezwa kwekhodi.
Kungani i-Copilot SDK kufanele ihlale kuseva
Nakuba i-IssueCrush iwuhlelo lokusebenza lwe-React Native, i-Copilot SDK ayikwazi ukusebenza ngqo efonini. I-SDK incike ku- Isikhathi sokusebenza se-Node.js kanye ne-Copilot CLI binary, elawula ngaphansi kwe-hood nge-JSON‑RPC. Izindawo zeselula azihlinzeki ngalolo hlobo lokusethwa okuhambisana ne-Node, ngakho-ke ukuhlanganiswa kumele kuhlale kuseva ye-backend.
Empeleni, lokhu kuholela kuphethini eqondile eseceleni leseva: i-backend ivula iklayenti elilodwa le-Copilot SDK elikhuluma ngaphakathi ne-Copilot CLI, futhi wonke amaklayenti eselula athumela izicelo zawo kule nsizakalo. Lo mklamo uletha izinzuzo eziningana ezibalulekile ezidlula nje ukwanelisa izidingo zesikhathi sokusebenza.
- A isibonelo se-SDK esisodwa esabiwe kuwo wonke amaklayenti igwema ukudala uxhumano olusha lwefoni ngayinye noma isicelo ngasinye, inciphisa izindleko ezikhokhwayo futhi igcine ukuxhawulana kokuqinisekisa kuphakathi.
- Izimfihlo zihlala kusevaAmathokheni ahlobene ne-Copilot noma iziqinisekiso ze-BYOK (letha ukhiye wakho) aziveli ku-React Native bundle, okungase kuguqulwe ngenye indlela.
- Uhlelo lokusebenza lungakwazi ukonakala kahle uma i-AI ingatholakaliUma isevisi ye-Copilot iphelelwa yisikhathi noma ibuyisa iphutha, i-backend isengaphendula ngesifinyezo esiyisisekelo, se-metadata kuphela kunokuba yehluleke ngokuphelele.
- Ngenxa yokuthi isicelo ngasinye sidlula endaweni eyodwa, iseva ingenza ukugawulwa kwemithi okuhlanganisiwe kanye nokuqapha ngezimpendulo, izimpendulo, kanye nokubambezeleka.
Ukuze usethe lokhu, kudingeka izinto ezimbalwa ezidingekayo kuseva: i-Copilot CLI kumele ifakwe futhi ifinyeleleke ku-PATH, imvelo idinga ukubhaliswa kwe-GitHub Copilot okusebenzayo noma ukusethwa kwe-BYOK, futhi ukuqinisekiswa kumele kuqedwe ngokusebenzisa ukugeleza kokungena komugqa womyalo noma ngokusebenzisa i-environment variable efana ne- I-COPILOT_GITHUB_TOKEN.
Indlela ukuhlanganiswa kwe-GitHub Copilot SDK okusebenza ngayo
Ngaphansi kwe-hood, i-Copilot SDK ilandela okucacile, umjikelezo wokuphila osekelwe kuseshini wokusebenza kwama-LLM. Ukugeleza okuvamile kuhilela ukuqala iklayenti, ukudala iseshini enomodeli ethile, ukuthumela umyalezo bese ulinda impendulo, bese uhlanza ngokusobala iseshini kanye neklayenti.
Indlela enconywayo ukuphatha lo mjikelezo wokuphila ngokuqinile: shayela ucingo start() kuqala, bese kuba yi-createSession(), futhi kuphela ngemva kokuqeda konke ukuxhumana shayela i-disconnect() kuseshini kulandelwe yi-stop() kuklayenti. Ukugoqa lezi zinyathelo ngamabhulokhi e-try/finally kungaphezu nje kwesitayela—kuvimbela inkumbulo kanye nokuvuza kwenqubo okungaba nzima ukukuthola.
Ku-backend ye-IssueCrush, iklayenti le-Copilot liyaqalwa, kwakhiwa iseshini ngemodeli efana ne-gpt‑4.1, bese idatha yenkinga iphendulwa ibe yisixwayiso. Impendulo ibuyiswa ngendlela elinda imodeli ukuthi iqede ngaphambi kokubuya. Kuphela ngemva kokukhishwa kwesifinyezo lapho iseva isebenzisa khona indlela yayo yokuhlanza, iqinisekisa ukuthi yonke iseshini evulekile inqanyuliwe ngokucacile futhi iklayenti liyamiswa.
Ukuhlanganiswa kukhombisa nendlela yokusingatha ngokuphephile ukungeniswa okunamandla kwe-SDKUkusebenzisa ukungenisa okungavumelani esikhundleni sokudinga kwezinga eliphezulu kuvumela iseva ukuthi iqale noma ngabe kunenkinga yesikhashana yokulayisha i-SDK noma ukufinyelela i-CLI, okungenza kube lula ukuthunyelwa kanye nokulungisa amaphutha kwezinye izindawo.
Umklamo osheshayo wezifinyezo zezinkinga ezingase zisebenze
Ukulahla nje udonga lombhalo wenkinga ku-LLM kuvame ukukhiqiza imiphumela emincane. Isibonelo se-Copilot SDK ku-IssueCrush sibonisa ukuthi izixwayiso ezihlelekile ezakhiwe nge-metadata ngokuvamile kuholela ezifinyezweni eziwusizo kakhulu.
Esikhundleni sokuhlanganisa nje umzimba wenkinga, i-backend yakha isixwayiso esihlanganisa amasimu afana nesihloko, inombolo, igama lendawo yokugcina, isimo samanje, amalebula, usuku lokudala, kanye nombhali. Lokhu kunikeza imodeli umongo owanele wokuvumelanisa isincomo sayo—isibonelo, ingaphatha umbiko ovela kumuntu oqale ukunikela ngendlela ehlukile kulowo othunyelwe ngumnakekeli wesikhathi eside.
Lesi sicelo siphinde sicacise ngokucacile ukuthi umphumela kufanele ubukeke kanjani: isifinyezo esifushane semisho emibili kuya kwemithathu esichaza ukuthi inkinga imayelana nani, sikhomba inkinga noma isicelo esiyinhloko, futhi siphakamise isinyathelo esilandelayo njengokuthi “kudingeka kuphenywe,” “kulungele ukusetshenziswa,” noma “kuvala njengempinda.” Size sifundise imodeli ukuthi ingasebenzisi ukufometha kwe-markdown, siqinisekise ukuthi isifinyezo singahunyushwa ngqo ku-UI yeselula ngaphandle kokucutshungulwa okwengeziwe ngemuva.
Ngasohlangothini lwempendulo, iseva ibiza indlela ye-SDK ethumela umyalezo bese ilinda impendulo, idlulise inani lesikhathi sokuvala (isibonelo, imizuzwana engama-30). Lokhu kuphelelwa yisikhathi kuvimbela abasebenzisi ukuthi balinde unomphela ezimpendulweni ezisheshayo. Ngaphambi kokufunda noma yiziphi izakhiwo ezivela kumphumela, ikhodi ihamba ngokuzivikela kuchungechunge lwempendulo, ihlola ukuthi izinto zikhona ukuze zingashayi ngamaphutha esitayela esithi “undefined is not an object” lapho kwenzeka into engalindelekile.
Uma konke kuhamba kahle, iseva ikhipha isifinyezo sombhalo bese isibuyisela kuhlelo lokusebenza. Uma impendulo ingenalutho noma ingahlelekile kahle, i-backend ingaphakamisa iphutha layo futhi ibangele i-fallback logic kunokubuyisela idatha engasetshenziswa kuklayenti.
Isendlalelo sesevisi eseceleni kweklayenti ku-React Native
Ngasohlangothini lweselula, ukuhlanganiswa kuncane ngamabomu. Ikilasi lesevisi elizinikele lihlanganisa zonke izingcingo eziya emuva, lisingatha imisebenzi efana nokuhlolwa kwezempilo, ukutholwa kwamathokheni, izicelo zenethiwekhi, kanye nokuhlela amaphutha ukuze ungqimba lwe-UI luhlale lulula.
Le nsizakalo iveza indlela efaka i-ping ku- /iphuzu lokugcina lezempilo ngemuvaUma iseva ibika ukuthi ukwesekwa kwe-Copilot kuyasebenza, uhlelo lokusebenza lungabonisa ngokuphephile inkinobho ethi “Isifinyezo se-AI”. Uma kungenjalo, leyo nkinobho ingafihlwa ngokuphelele ukuze abasebenzisi bangasebenzisi isici esiphukile.
Ukuze kufinyezwe, iklayenti lifunda ithokheni ye-GitHub yomsebenzisi kusuka endaweni yokugcina ephephile bese lithumela kokubili ithokheni kanye nedatha yenkinga endaweni yokugcina yesifinyezo se-AI se-backend. Impendulo ingase iqukathe isifinyezo esijwayelekile esenziwe yi-Copilot, isifinyezo sokubuyela emuva, noma iphutha elinefulegi elithi “requiresCopilot” lapho umsebenzisi engenakho ukubhalisa okufanele.
Isevisi iguqula lezo zimpendulo zibe yinto yomphumela ehambisanayo ehlanganisa umbhalo ofingqiwe kanye namafulegi achaza ukuthi umphumela uvela ku-AI noma endleleni yokubuyela emuva. Ngokombono we-UI, idinga ukwazi kuphela. yimuphi umbhalo okufanele uboniswe nokuthi kufanele ubonise noma yimiphi imiyalezo ekhethekile mayelana nezimfuneko zokubhalisela.
Ukugeleza kwe-UI Yomdabu kanye nokugcinwa kwesikhashana
Ku-interface ye-React Native, i-logic iwukuphathwa kwesimo okujwayelekile. Uma umsebenzisi ethinta inkinobho ukuze alande isifinyezo se-AI, ingxenye ihlola ukuthi inkinga yamanje isivele inesifinyezo esenziwe; uma isenza, akukho sicelo senethiwekhi esenziwayo. Ngaphandle kwalokho, uhlelo lokusebenza lusetha ifulegi lokulayisha, lubize indlela yesevisi, futhi lubuyekeza inkinga ohlwini lwendawo uma isifinyezo sesibuyisiwe.
Uma isifinyezo sesigciniwe entweni eyinkinga, ingxenye yekhadi ithatha indawo yenkinobho ngombhalo wesifinyezo uqobo. Uma umsebenzisi eswayipha bese kamuva ebuyela ekhadini elifanayo, uhlelo lokusebenza lukhombisa ngokushesha okuqukethwe okugciniwe esikhundleni sokubiza i-backend futhi. Le ndlela kunciphisa ukusetshenziswa kwe-API, kugwema ukubambezeleka okungadingekile, futhi kwenza i-UI izwakale isabela kakhudlwana ekubukeni okuphindaphindiwe.
Ifulegi lokulayisha livumela ingxenye ukuthi iveze isimo se-spinner noma ikhutshaziwe ngenkathi isicelo se-backend sisebenza. Noma yimaphi amaphutha avela kusevisi ayalogwa futhi angabonakala nge-toasts, amabhanela, noma amanye amaphethini e-UI kuye ngomklamo wohlelo lokusebenza.
Ukwehla kobuhle lapho i-AI ingasebenzi
Ayikho isevisi ye-AI ekhuphuke ngamaphesenti ayi-100 esikhathi, futhi imikhawulo yamanani noma izinkinga zenethiwekhi kuyiqiniso elikhona. Isibonelo se-IssueCrush siveza ngamabomu isu lokubuyela emuva ukuze i-triage yezinkinga ingawi uma i-Copilot ingatholakali.
Emuva, amaphutha ahlukaniswe ngamabhakede amabili amakhulu. Uma umlayezo ubonisa inkinga yokugunyazwa noma yokubhalisa, iseva ibuyisela isimo esingu-403 kanye nencazelo ecacile yokuthi Kudingeka ukubhalisa kwe-Copilot ukuze uthole izifinyezo ze-AI. Iklayenti lingabonisa imiyalezo efanele leso simo.
Zonke ezinye iziphambeko zibangela ukubuyela emuva okusekelwe ku-metadata. Iseva yakha isifinyezo ngolwazi eselunalo kakade—ngokuvamile isihloko senkinga, uhlu lwelebula, futhi mhlawumbe umusho wokuqala womzimba uma umfushane ngokwanele. Inothi lokuvala likhuthaza umgcini ukuthi abukeze imininingwane ephelele yenkinga ukuze athole izinyathelo ezilandelayo.
Ngenxa yokuthi lokhu kubuyela emuva kudalwa idatha yenkinga ekhona, kusebenza ngisho noma isevisi ye-Copilot noma uxhumano lwenethiwekhi lungasebenzi. Uhlelo lokusebenza aluzenzisi sengathi luhlakaniphe njengemodeli ye-AI kule modi, kodwa lusanikeza okuthile okuwusizo kakhulu kunesimo sephutha esingenalutho.
Kuhlanganiswe ne-endpoint yokuhlola impilo kanye nekhono leklayenti lokufihla noma ukukhombisa inkinobho yesifinyezo se-AI, lokhu kusho ukuthi ulwazi lulonke luhlala lukhona. kuyasebenza futhi kungabikezelwa ngisho nangaphansi kwezimo zokwehluleka.
Izifinyezo zesikhathi esifunwayo kanye nokuqwashisa ngezindleko
Esinye isici esiphawulekayo somklamo ukuthi izifinyezo zenziwa kuphela uma abasebenzisi bezicela. I-backend ayibali izifinyezo ze-AI kusengaphambili kuzo zonke izinkinga endaweni yokugcina idatha; kunalokho, ilinda kuze kube yilapho umgcini echofoza inkinobho ngokucacile yekhadi elinikeziwe.
Le ndlela yokudinga inciphisa ukusetshenziswa kwekhompyutha futhi isiza ukugcina izindleko ze-API zilawulwa, njengoba izinkinga eziningi zingase zeqiwe noma zichithwe ngokushesha ngaphandle kokudinga usizo lwe-AI. Uma isifinyezo senkinga sesidaliwe, sigcinwa kurekhodi laleyo nkinga ngaphakathi kohlelo lokusebenza, okuqinisekisa ukuthi ukubukwa okuphindaphindiwe akutholi izingcingo ezengeziwe.
Lokhu kulinganisela phakathi kokulula nokusetshenziswa kwezinsiza kubaluleke kakhulu kumaqembu asebenza ngobukhulu, lapho amashumi ezinkulungwane zezinkinga nabasebenzisi bebengadala khona ngenye indlela. inani elikhulu lezicelo ze-AI ezingadingekile.
Izidingo, ukuncika kanye namapulatifomu asekelwayo
Ngokombono wamathuluzi, i-backend isebenzisa @github/copilot-sdk iphakheji eceleni kohlaka lweseva ye-HTTP olujwayelekile njenge-Express. I-SDK ixhumana ne-Copilot CLI nge-JSON RPC, ngakho-ke ukufaka i-CLI futhi ilungiselelwe kahle akuxoxiswana ngakho.
Isibonelo samanje sihlose indawo ye-Node.js, kodwa i-Copilot SDK ngokwayo iklanyelwe ukuba ibe ulimi oluhlanganisayo. Isekela i-Node.js/TypeScript, i-Python, i-Go kanye ne-.NET, ngokusekelwa okwengeziwe kweplatifomu ngaphansi kokuthuthukiswa okusebenzayo. Kungakhathaliseki ukuthi ulimi luni, umqondo ofanayo oyinhloko uyasebenza: i-SDK iveza isikhathi sokusebenza se-ejenti esingaxhunywa kumathuluzi enziwe ngokwezifiso ngaphandle kokudinga abathuthukisi ukuthi basungule ungqimba lwabo lokuhlelwa.
Ukuqinisekiswa kusingathwa ngezindlela zokungena ze-CLI noma ngeziguquguquko zemvelo ezibamba amathokheni. Ekusetshenzisweni kokukhiqiza, lezo ziqinisekiso zigcinwa kuseva futhi azikaze zivezwe kumakhasimende, kulandela imikhuba ejwayelekile yokuphepha yokusingatha Okhiye be-API namathokheni okufinyelela.
Izifundo eziwusizo zokwakha nge-Copilot SDK
Kuvela izinto eziningana ezibalulekile kulolu hlobo lokuhlanganiswa. Okokuqala, ukugcina i-Copilot SDK kuseva akuyona nje imfuneko yobuchwepheshe—futhi kwenza kube lula ukuphepha nokuthunyelwa kwayo ngokuhlanganisa ukucushwa kanye neziqinisekiso.
Okwesibili, ikhwalithi yokukhishwa kwe-AI Kuhlobene kakhulu nokuthi uhlela kahle kangakanani isikhuthazo kunokuthi ufaka umbhalo ongahluziwe ongakanani kumodeli. Ukufaka phakathi imethadatha eqondiwe njengamalebula, ubuqambi kanye nezitembu zesikhathi kungathuthukisa ngokuphawulekayo ukusebenza kweziphakamiso zokuhlola ezenziwe nge-AI.
Okwesithathu, ukuphathwa komjikelezo wokuphila okuqinile kubalulekile. Ukunqamula amaseshini nokumisa iklayenti ngokusobala kulula ukungakunaki ekuhlolweni kokuqala, kodwa ukweqa lezi zinyathelo kungaholela ekuvuza kwenkumbulo kanye nezinqubo ezihlala isikhathi eside kumasevisi asebenza isikhathi eside.
Okokugcina, ukugcinwa kwesikhashana kanye nokubuyiselwa emuva kuyizindlela ezibalulekile. Uma usunesifinyezo esihle, ukusigcina entweni eyinkinga kuvimbela umsebenzi ophindaphindwayo kanye nezindleko ezingadingekile. Futhi ukuba nesifinyezo sokusekelayo esingeyona i-AI kuqinisekisa ukuthi abanakekeli basakwazi ukuqhubeka ngisho nalapho izinsizakalo zangaphandle zihlangabezana nezinkinga.
Sekukonke, la maphethini abonisa ukuthi i-GitHub Copilot SDK ingasekela kanjani amathuluzi asebenzayo njenge-IssueCrush, inikeze amaqembu izindlela ezisheshayo nezizinzile zokuphatha izinkinga eziningi ngaphandle kokuguqula i-triage ibe umsebenzi onzima kakhulu.
