Intangiriro

Imiterere yiterambere rya software iratera imbere byihuse, hamwe na AI hamwe na automatike bigira uruhare runini mubikorwa bya DevOps. Tekinoroji ebyiri zingenzi zitera iyi mpinduka ni LangChain na StackGen. LangChain ni isoko ifunguye yo kubaka ibikoresho bikoreshwa na AI, mugihe StackGen nigikoresho cyo gutangiza ibikorwa remezo. Muri iki kiganiro, tuzareba uburyo ubwo buryo bwikoranabuhanga bubiri bwakoreshwa hamwe mugukora imiyoboro ikoreshwa na AI ikoreshwa na AI, ikoresha ingufu za GPT-5.5 kugirango isuzume kode yubwenge nibitekerezo.

Ikibazo cya Automation ya DevOps

Automation ya DevOps nakazi katoroshye gasaba guhuza ibikoresho nubuhanga byinshi kugirango byorohereze iterambere rya software, kugerageza, no kohereza. Uburyo bwa gakondo akenshi bushingira kubikorwa byintoki, bishobora kuganisha ku makosa, gutinda, no kudakora neza. Kuzamuka kwa AI no kwikora bitanga igisubizo cyiza, ariko bisaba gusobanukirwa byimbitse ikoranabuhanga rishingiye hamwe no kwishyira hamwe kwabo.

LangChain: Orchestre y'abakozi kuri AI ikoreshwa na DevOps

LangChain ni isoko ifunguye yo kubaka ibikoresho bikoreshwa na AI bishobora gukora imirimo myinshi, kuva gutunganya amakuru kugeza gusubiramo kode. Ubushobozi bwibikorwa byabakozi bifasha abitezimbere gukora ibikorwa bigoye bihuza moderi nibikoresho byinshi bya AI. Ubwubatsi bwa LangChain bwagenewe kuba modular cyane kandi bwagutse, bigatuma ihitamo neza kubaka imiyoboro yihariye ya DevOps.

LangChain Ubwubatsi

Ubwubatsi bwa LangChain bugizwe nibice bitatu byingenzi:

1. ** Abakozi **: Ibi nibice byingenzi bigize urwego rwa LangChain, bashinzwe gukora imirimo yihariye nko gutunganya amakuru, gusuzuma kode, no kugerageza.
2. ** Ibikorwa byakazi **: Izi nizo zikurikirana imirimo abakozi bakora kugirango bagere ku ntego runaka, nko kubaka no gukoresha porogaramu ya software.
3. ** Orchestre **: Iki nikintu kigenzura imikorere yumurimo, ukemeza ko imirimo ikorwa muburyo bukwiye kandi ko amakosa yose yakemuwe neza.

Urugero Kode: Gukora Umukozi wa LangChain

Dore urugero rworoshye rwo gukora umukozi wa LangChain ukora code isubiramo ukoresheje GPT-5.5: `` python gutumiza mu mahanga kuva kumurongo.urunigi rutumiza gpt5_5

Kora GPT-5.5

umukozi = gpt5_5.GPT5_5Ibikorwa ()

Sobanura kode isubiramo akazi

akazi = langchain.Umurimo ( izina = "code_review", imirimo = [ { "ubwoko": "inyandiko", "icyinjijwe": "Nyamuneka suzuma kode ikurikira", "ibisohoka": "code_review" }, { "ubwoko": "inyandiko", "icyinjijwe": "code_review", "ibisohoka": "yasubiwemo_kode" } ] )

Kora umukozi wa LangChain ukora code isubiramo akazi

umukozi = ururimi.Ibikorwa (ibikorwa byakazi = akazi, umukozi = umukozi)

Koresha kode isubiramo akazi

ibisubizo = agent.run (ibyinjijwe = "Nyamuneka suzuma kode ikurikira") icapiro (ibisubizo.ibisohoka) `` ` Iyi kode ikora agent ya LangChain ikora code isubiramo ikoresheje GPT-5.5. Intumwa isobanurwa nkibikorwa byakazi bigizwe nimirimo ibiri: imwe isaba uyikoresha gutanga code kugirango isubirwemo, indi isuzuma kode ukoresheje GPT-5.5.

StackGen: Iboneza Ibikorwa Remezo kuri Automation ya DevOps

StackGen nigikoresho cyo gutangiza iboneza remezo, bigatuma ihitamo neza imiyoboro ya automatike ya DevOps. Imyubakire yacyo yashizweho kugirango ibe modular cyane kandi yagutse, yemerera abitezimbere gukora ibikorwaremezo byabigenewe kubikorwa byabo.

Ubwubatsi bwa StackGen

Ubwubatsi bwa StackGen bugizwe nibice bitatu byingenzi:

1. ** Abatanga **: Ibi nibice bigenzura umutungo wibikorwa remezo, nka AWS cyangwa GCP.
2. ** Iboneza **: Ibi nibisobanuro byumutungo remezo, nkimashini ziboneka cyangwa data base.
3. ** Orchestre **: Iki nikintu kiyobora ibishushanyo, byemeza ko ibikorwa remezo byakozwe kandi bigezweho neza.

Urugero Kode: Gukora Iboneza rya StackGen

Dore urugero rworoshye rwo gukora iboneza rya StackGen kumashini isanzwe: `` ingese koresha stackgen :: config;

// Sobanura iboneza ryimashini reka vm_config = config :: VMConfig { izina: "my_vm" .kugeza (), utanga: "aws" .kugeza (), karere: "us-iburengerazuba-2" .kugeza (), urugero_ubwoko: "t2.micro" .kugeza (), ishusho_id: "ami-abc123" .kugeza (), };

// Kora iboneza rya StackGen reka config = config :: Kugena { izina: "my_config" .kugeza (), utanga: "aws" .kugeza (), karere: "us-iburengerazuba-2" .kugeza (), ibikoresho: vec! [vm_config], };

// Bika iboneza muri dosiye config.save ("my_config.yaml"); `` Iyi kode ikora iboneza rya StackGen kumashini isanzwe ukoresheje agasanduku ka "stackgen". Iboneza bisobanurwa nkaVMConfig` imiterere, ikubiyemo imitungo nkizina, utanga, akarere, ubwoko bwurugero, nindangamuntu.

Guhuza LangChain na StackGen kuri Automation ya AI-ikoreshwa na AI

Kugirango dukore imiyoboro ikoreshwa na AI ikoreshwa na AI, dukeneye guhuza LangChain na StackGen. Ibi birimo gukora akazi gakoresha abakozi ba LangChain kugirango bakore imirimo nko gusuzuma code no kugerageza, na StackGen gucunga umutungo wibikorwa remezo.

Urugero Kode: Guhuza LangChain na StackGen

Dore urugero rworoshye rwo guhuza LangChain na StackGen kugirango habeho umuyoboro wogukoresha wa DevOps ukoreshwa na AI: `` python gutumiza mu mahanga kuva kumurongo.urunigi rutumiza gpt5_5 gutumiza ibicuruzwa

Kora GPT-5.5

umukozi = gpt5_5.GPT5_5Ibikorwa ()

Sobanura kode isubiramo akazi

akazi = langchain.Umurimo ( izina = "code_review", imirimo = [ { "ubwoko": "inyandiko", "icyinjijwe": "Nyamuneka suzuma kode ikurikira", "ibisohoka": "code_review" }, { "ubwoko": "inyandiko", "icyinjijwe": "code_review", "ibisohoka": "yasubiwemo_kode" } ] )

Kora umukozi wa LangChain ukora code isubiramo akazi

umukozi = ururimi.Ibikorwa (ibikorwa byakazi = akazi, umukozi = umukozi)

Sobanura iboneza rya StackGen

vm_config = stackgen.config.VMConfig { izina: "my_vm" .kugeza (), utanga: "aws" .kugeza (), karere: "us-iburengerazuba-2" .kugeza (), urugero_ubwoko: "t2.micro" .kugeza (), ishusho_id: "ami-abc123" .kugeza (), }

Kora iboneza rya StackGen

config = stackgen.config.Config { izina: "my_config" .kugeza (), utanga: "aws" .kugeza (), karere: "us-iburengerazuba-2" .kugeza (), ibikoresho: vec! [vm_config], }

Bika iboneza muri dosiye

config.save ("my_config.yaml");

Koresha kode isubiramo akazi

ibisubizo = agent.run (ibyinjijwe = "Nyamuneka suzuma kode ikurikira") icapiro (ibisubizo.ibisohoka)

Koresha iboneza rya StackGen kugirango ukore ibikorwa remezo

stackgen.create_resources (config) `` ` Iyi kode ihuza LangChain na StackGen kugirango ikore imiyoboro ikoreshwa na AI ikoreshwa na DevOps. Umuyoboro ukoresha umukozi wa LangChain kugirango ukore kode ukoresheje GPT-5.5, hamwe na StackGen kugirango ucunge umutungo remezo.

Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Uduce

Dore top 5-10 zikoreshwa cyane / ibisobanuro kuri LangChain na StackGen:

1 .. 2. stackgen.config.VMConfig (...): Irasobanura iboneza ryimashini ikoresha StackGen. 3. langchain. Workflow (...): Igaragaza urujya n'uruza rw'akazi ukoresheje LangChain. 4. stackgen.create_resources (config): Kurema ibikoresho remezo ukoresheje iboneza rya StackGen. 5. langchain.Agent.run (iyinjiza =" ... "): Ikoresha umukozi wa LangChain hamwe ninjiza yihariye. 6. stackgen.config.save (" ... "): Ikiza iboneza rya StackGen kuri dosiye. 7. langchain.Workflow.tasks (...): Irasobanura imirimo mumikorere ya LangChain. 8. stackgen.config.resources (...): Irasobanura umutungo muburyo bwa StackGen. 9. langchain.Agent.agent (...): Kubona umukozi uhujwe na agent wa LangChain. 10. Stackgen.config.provider (...): Kubona utanga ibintu bifitanye isano na StackGen.

Kugaragara

Dore amashusho yububiko bwa LangChain na StackGen ukoresheje Chart.js: json { "ubwoko": "akabari", "amakuru": { "ibirango": ["LangChain", "StackGen"], "imibare": [ { "label": "Ibigize", "amakuru": [3, 3], "backgroundColor": ["# 4CAF50", "# FF9800"] }, { "label": "Inshingano", "amakuru": [5, 5], "backgroundColor": ["# 2196F3", "# 9C27B0"] } ] }, "amahitamo": { "umutwe": { "kwerekana": ukuri, "inyandiko": "LangChain na StackGen Ubwubatsi" }, "umugani": { "kwerekana": ukuri } } } ` Iyi visualisation yerekana umubare wibigize nimirimo mububiko bwa LangChain na StackGen.

Umwanzuro

Muri iki kiganiro, twasuzumye uburyo LangChain na StackGen byakoreshwa hamwe mugukora umuyoboro wogukoresha wa DevOps ukoreshwa na AI. Twabonye uburyo ubushobozi bwa orchestre ya agent ya LangChain bwakoreshwa mugukora imirimo nko gusuzuma code no kugerageza, nuburyo ubushobozi bwibikorwa remezo bya StackGen bwakoreshwa mugucunga umutungo wibikorwa remezo. Twabonye kandi uburyo ubwo buryo bwikoranabuhanga bwombi bushobora guhurizwa hamwe kugirango habeho umuyoboro utangiza DevOps.