Gushyira mu bikorwa Automation ya AI ikoreshwa na Kiro, LangChain, na StackGen
Intangiriro
Imiterere ya DevOps iratera imbere byihuse, hamwe nogukoresha ubwenge bwubwenge (AI) hamwe nikoranabuhanga ryiga imashini (ML) kugirango bihindure imirimo, kunoza iperereza ryibyabaye, no kuzamura imikorere muri rusange. Muri iki kiganiro, tuzasesengura uburyo bwa tekiniki bwo gukoresha ibikoresho bikoreshwa na AI nka Kiro, bihujwe nibikoresho bya orchestre nka LangChain na StackGen, kugirango bikore imirimo ya DevOps. Tuzaganira kandi ku ngaruka zishobora guterwa n'amakipe ya DevOps n'uruhare rw'abakora ibikorwa mu cyuho.
Amavu n'amavuko
DevOps ni urutonde rwimyitozo ihuza iterambere rya software (Dev) hamwe nibikorwa bya IT (Ops) kugirango byongere umuvuduko, ubuziranenge, nubwizerwe bwibisohoka software. Nyamara, imyitozo gakondo ya DevOps akenshi ishingiye kubikorwa byintoki, bishobora kuganisha ku makosa, gutinda, no kongera ibiciro. Ibikoresho bikoreshwa na AI, nka Kiro, birashobora gufasha gutangiza iyi mirimo, kubohora abakoresha ibikorwa kugirango bibande kubikorwa bifite agaciro kanini.
Kiro: Umukozi Ukoresha AI
Kiro ni isoko ifunguye, Rust-ishingiye kuri AI ikoreshwa na moteri ishobora gukoreshwa mugutangiza imirimo itandukanye, harimo na DevOps. Kiro ikoresha imyubakire yububiko, yemerera abitezimbere gukora abakozi bakoresheje indimi zitandukanye zo gutangiza porogaramu, harimo Rust, Python, na Go. Abakozi ba Kiro barashobora gukorana na sisitemu zitandukanye, zirimo ibicu, ububiko bwububiko, hamwe numurongo wubutumwa.
LangChain: Igikoresho cya Orchestre
LangChain nigikoresho cya Python gishingiye ku orchestre igikoresho cyemerera abitezimbere gukora ibikorwa bigoye bakoresheje imvugo yoroshye, itangaza. LangChain ishyigikira imirimo myinshi, harimo gutunganya amakuru, kwiga imashini, no kwikora. LangChain irashobora gukoreshwa muguhuza abakozi ba Kiro nibindi bikoresho na sisitemu, mugukora umuyoboro utangiza.
StackGen: Igikoresho cyo gucunga iboneza
StackGen nigikoresho cyo gucunga iboneza rya Rust ryemerera abaterankunga gusobanura no gucunga ibikorwa remezo bigoye. StackGen ikoresha syntax yerekana, byoroshye gusobanura no gucunga umutungo wibikorwa remezo, nkimashini ziboneka, kontineri, hamwe numuyoboro.
Ibishoboka bya tekiniki
Kugirango werekane tekinike ishoboka yo gukoresha Kiro, LangChain, na StackGen kuri automatike ya DevOps, reka dusuzume urugero rworoshye. Dufate ko dushaka gukora automatike yoherejwe kurubuga rwa porogaramu. Turashobora gukoresha Kiro kugirango dushyireho agent ikorana nigicu, LangChain kugirango itegure ibikorwa byoherejwe, na StackGen gucunga iboneza remezo.
Hano hari kode yoroshye muri Python yerekana uburyo wakoresha Kiro na LangChain kugirango uhindure gahunda yo kohereza urubuga: `` python gutumiza mu mahanga kuva kiro kwinjiza KiroAgent
umukozi = KiroAgent ( izina = "kohereza_agent", ibisobanuro = "Kohereza urubuga kuri porogaramu igicu", ururimi = "python", )
Sobanura ibikorwa byoherejwe ukoresheje LangChain
akazi = langchain.Umurimo ( izina = "kohereza_ibikorwa", ibisobanuro = "Kohereza urubuga kurubuga rwibicu", imirimo = [ Ururimi. izina = "kohereza_app", ibisobanuro = "Kohereza urubuga porogaramu kurubuga rwigicu", imikorere = umukozi.umushinga_app, ), Ururimi. izina = "kuvugurura_config", ibisobanuro = "Kuvugurura iboneza remezo", imikorere = umukozi.update_config, ), ], )
Koresha gahunda yo kohereza
akazi.run ()
`` Iyi kodegisi yerekana uburyo bwo gukora umukozi wa Kiro, gusobanura ibikorwa byoherejwe ukoresheje LangChain, no gukoresha urujya n'uruza ukoresheje uburyo bwa 'run ().
Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Udukoryo
Dore top 5-10 zikoreshwa cyane / ibisobanuro kuri Kiro, LangChain, na StackGen:
Kiro
kir init: Itangiza umushinga mushya wa Kiro.kir agent kurema: Kurema umukozi mushya wa Kiro.- `kir agent dep``: Kohereza umukozi wa Kiro kumurongo wibicu.
kir agent ivugurura: Ivugurura umukozi wa Kiro.kir agent gusiba: Gusiba umukozi wa Kiro.
Ururimi
Langchain init: Itangiza umushinga mushya wa LangChain.langchain workflow create: Kurema ibikorwa bishya bya LangChain.langchain workflow run: Ikoresha LangChain akazi.- `langchain task add ': Ongeraho umurimo mushya kumurimo wa LangChain.
langchain task remove: Kuraho umurimo mubikorwa bya LangChain.
StackGen
stackgen init: Itangiza umushinga mushya wa StackGen.stackgen config create: Kurema ibikorwa remezo bishya.stackgen config update: Ivugurura ibikorwa remezo.stackgen config gusiba: Gusiba iboneza remezo.stackgen ikoresha: Ikoresha iboneza remezo.
Kubona amashusho
Hano haribintu byoroshye byerekana umuyoboro wa DevOps wifashishije Chart.js:
json { "ubwoko": "akabari", "amakuru": { "ibirango": ["Igitabo", "Kiro", "LangChain", "StackGen"], "imibare": [ { "label": "Umuyoboro wo gukoresha", "amakuru": [10, 20, 30, 40], "backgroundColor": ["# FF6384", "# 36A2EB", "# FFCE56", "# 4BC0C0"] } ] }, "amahitamo": { "umutwe": { "kwerekana": ukuri, "inyandiko": "Umuyoboro wa Automation ya DevOps" }, "umugani": { "kwerekana": ukuri } } } `
Iyi visualisation yerekana uburyo umuyoboro wogukora ushobora kunozwa ukoresheje Kiro, LangChain, na StackGen.
Umwanzuro
Muri iki kiganiro, twasuzumye uburyo bwa tekiniki bwo gukoresha ibikoresho bikoreshwa na AI nka Kiro, bihujwe nibikoresho bya orchestre nka LangChain na StackGen, kugirango dukore imirimo ya DevOps. Twerekanye uburyo bwo gukoresha Kiro na LangChain kugirango duhindure gahunda yo kohereza urubuga hanyuma tuganira ku ngaruka zishobora guterwa n'amakipe ya DevOps n'uruhare rw'abakora ibikorwa mu cyuho. Twatanze kandi amashusho yoroheje yumuyoboro wa DevOps wifashishije Chart.js.
Akazi kazoza
Akazi kazoza karimo:
- Guhuza Kiro nibindi bikoresho bya DevOps, nka Jenkins na GitLab.
- Gutezimbere ibikorwa byinshi bigoye ukoresheje LangChain.
- Kunoza imikorere nubunini bwa StackGen.
- Gucukumbura imikoreshereze yandi mashanyarazi akoreshwa na AI, nka LangChain wenyine, kugirango akore imirimo ya DevOps.
Reba
- Kiro: [https://kiro.dev] (https://kiro.dev)
- LangChain: [https://langchain.dev] (https://langchain.dev)
- StackGen: [https://stackgen.dev] (https://stackgen.dev)
Icyitonderwa: Iyi ngingo ni hypothetical urugero ntabwo ari ishyirwa mubikorwa ryisi. Kode ihagarika hamwe n'amashusho ni intego yo kwerekana gusa.