Gushyira mubikorwa Automation ya AI ikoreshwa na AI hamwe na Kiro AI ikoreshwa na LangChain

Intangiriro

Imiterere ya DevOps iratera imbere byihuse, hamwe nogukoresha ubwenge bwubuhanga (AI) hamwe nubuhanga bwo kwiga imashini (ML). Kimwe mubice byingenzi aho AI igira ingaruka zikomeye ni muri automatike ya DevOps. Muri iki kiganiro, tuzasesengura ishyirwa mu bikorwa rya tekiniki y’abakozi ba AI mu buryo bwikora bwa DevOps, twibanze ku guhuza abakozi ba Kiro AI ikoreshwa na LangChain kugirango bongere ubushobozi bwo gukoresha no gutunganya orchestre.

Abakozi ba Kiro AI bakora iki?

Ibikoresho bya Kiro AI ni ubwoko bwa software ikoresha algorithms ya AI na ML muguhindura imirimo no gufata ibyemezo. Izi mikorere zagenewe kwigira kumakuru no guhuza nibidukikije bihinduka, bigatuma biba byiza kuri sisitemu igoye kandi ifite imbaraga nkimiyoboro ya DevOps.

LangChain ni iki?

LangChain ni isomero rya Python ritanga urutonde rwibikoresho na API zo kubaka ibiganiro bya AI. Iremera abitezimbere gukora ibiganiro, abafasha amajwi, nibindi bice byo kuganira ukoresheje gutunganya ururimi karemano (NLP) hamwe na algorithms yo kwiga imashini.

Guhuza abakozi ba Kiro AI ikoreshwa na LangChain

Kugirango duhuze abakozi ba Kiro AI ikoreshwa na LangChain, dukeneye gukora interineti y'ibiganiro ishobora gukorana nabakozi no kubaha ibyinjira nibisohoka. Dore urwego rwohejuru rusubirwamo rwubwubatsi:

1. ** Umukoresha winjiza **: Umukoresha akorana ninteruro yo kuganira, atanga ibitekerezo muburyo bwinyandiko cyangwa ijwi.
2. ** Gutunganya Ururimi Kamere (NLP) **: Iyinjiza itunganywa hakoreshejwe algorithm ya NLP kugirango ikuremo amakuru nintego. D.
3. ** Imikoranire yabakozi **: Umukozi watoranijwe arashishikarizwa gukora ibikorwa nkenerwa, nko gutangiza imirimo cyangwa gufata ibyemezo.
4. ** Ibisohoka **: Ibisohoka byumukozi biratunganywa kandi bigasubizwa kumukoresha binyuze mubiganiro.

Gushyira mu bikorwa tekinike

Kugirango dushyire mubikorwa ubu bwubatsi, dukeneye gukoresha uruvange rwindimi za Python, Rust, na Go. Hano hari kode yoroshye yerekana guhuza abakozi ba Kiro AI ikoreshwa na LangChain: `` python gutumiza mu mahanga Kuva kiro yatumije

chatbot = langchain.Chatbot ( icyitegererezo = "davinci: 002", ubushyuhe = 0.7, max_tokens = 2048, umukoresha_agent = "Umukozi wa Kiro AI" )

Kora umukozi wa Kiro AI

umukozi = Intumwa ( izina = "Intumwa yanjye", ibisobanuro = "Umukozi woroheje utangiza imirimo", ibikorwa = [ "run_command", "ohereza ubutumwa", "kurema_tike" ] )

Sobanura imikorere yo gukorana na agent

def imikoranire_nibintu (ibyinjira_text): # Tunganya ibyinjijwe ukoresheje NLP umugambi = ururimi.

# Hitamo umukozi ubishinzwe ukurikije intego
niba umugambi == "run_command":
    umukozi.run_command ()
elif umugambi == "ohereza_email":
    umukozi.kwohereza ubutumwa ()
elif umugambi == "kurema_tike":
    umukozi.rema_tike ()

# Subiza ibyasohotse mubakozi
garuka umukozi.ibisohoka

Gerageza imikorere

input_text = "Koresha inyandiko yubaka" ibisohoka = imikoranire_y_ibintu (ibyinjira_text) icapiro (ibisohoka) `` ` Iyi kodegisi yerekana uburyo bwo gukora Langchain chatbot hamwe na Kiro AI ikoreshwa na agent, nuburyo bwo gukorana numukozi ukoresheje interineti yo kuganira.

Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Udukoryo

Hano hari amwe mumabwiriza akunze gukoreshwa hamwe nibisobanuro bya Kiro AI ikoreshwa na LangChain:

2. "Intumwa (izina =" Intumwa yanjye ", ibisobanuro =" Umukozi woroheje utangiza imirimo ", ibikorwa =
4. agent.run_command (): Bitera umukozi gukora itegeko.
5. agent.send_email (): Bitera umukozi kohereza imeri.
6. agent.create_ticket (): Bitera umukozi gukora itike.
7. langchain.Chatbot (). Baza (input_text): Baza chatbot ikibazo hanyuma usubize igisubizo.
8. langchain.Chatbot (). Bwira (input_text): Bwira chatbot itangazo hanyuma usubize igisubizo.
9. langchain.Chatbot (). Umva (): Umva ibitekerezo byabakoresha hanyuma usubize igisubizo.
10. Langchain.Chatbot (). Hagarika (): Hagarika ikiganiro hanyuma urekure ibikoresho.

Kubona amashusho

Hano haribintu byoroshye byerekana ubwubatsi ukoresheje Imbonerahamwe.js: json { "ubwoko": "pieChart", "amakuru": { "ibirango": "imibare": [ { "label": "Ubwubatsi", "amakuru": [10, 20, 30, 40, 50], "backgroundColor": [ "# FF6384", "# 36A2EB", "# FFCE56", "# 4BC0C0", "# FF99CC" ] } ] }, "amahitamo": { "umutwe": { "kwerekana": ukuri, "inyandiko": "AI ikoreshwa na DevOps Automation Architecture" }, "umugani": { "kwerekana": ukuri } } } ` Iyi visualisation yerekana ibice bitandukanye byububiko, harimo abakoresha binjiza, NLP, guhitamo abakozi, imikoranire yabakozi, nibisohoka.

Umwanzuro

Muri iki kiganiro, twasuzumye ishyirwa mu bikorwa rya tekiniki y’abakozi ba AI mu buryo bwikora bwa DevOps, twibanze ku guhuza abakozi ba Kiro AI ikoreshwa na LangChain kugirango bongere ubushobozi bwo gukoresha no gutunganya orchestre. Twerekanye kode yoroshye yerekana kwerekana guhuza abakozi ba Kiro AI ikoreshwa na LangChain, tunatanga urutonde rwamabwiriza akoreshwa cyane na Kiro AI ikoreshwa na LangChain. Twashyizemo kandi amashusho yubwubatsi dukoresheje Chart.js. Ukoresheje ibikoresho bikoreshwa na AI hamwe ninteruro yo kuganira, amakipe ya DevOps arashobora gukoresha imirimo, kunoza imikorere, no kugabanya amakosa, bigatuma automatike ya DevOps ikora neza kandi neza.