Intangiriro

Isangano ryubwenge bwa AI (AI), DevOps, hamwe na automatike byabyaye ibihe bishya byo guteza imbere software no gucunga ibikorwa remezo. Kimwe mu bintu by'ingenzi byibandwaho muri uyu mwanya ni ugukoresha agent ya AI, ifasha sisitemu gufata ibyemezo no gufata ibyemezo byigenga. Muri iyi ngingo, tuzasesengura icyerekezo cya AI hamwe nuburyo bukoreshwa muri automatike ya DevOps dukoresheje ibikoresho bya orchestre nka DSPy na LangChain.

Agentic AI ni iki?

Agentic AI bivuga ubwoko bwa AI bushobora gufata ibyemezo no gufata ibyemezo byigenga, bisa numukozi wumuntu. Ubu bwoko bwa AI bwagenewe guhuza ibidukikije, gufata ibyemezo bishingiye ku ntego n'intego byabwo, no gufata ingamba zo kugera kuri izo ntego. Agentic AI nikintu cyingenzi muri sisitemu nyinshi zigezweho za AI, zirimo ibiganiro, abafasha basanzwe, hamwe nibinyabiziga byigenga.

Ibikoresho bya Automation na Orchestre ibikoresho

DevOps automatisation bivuga ikoreshwa ryibikoresho byikora hamwe nuburyo bwo gucunga no kunoza imikorere yiterambere rya software hamwe nibikorwa remezo. Ibikoresho bya Orchestre nibintu byingenzi bigize automatike ya DevOps, kuko ituma automatike yimikorere igoye hamwe no guhuza sisitemu na serivisi nyinshi.

DSPy na LangChain: Ibikoresho bya Orchestre ya Automation ya DevOps

DSPy na LangChain nibikoresho bibiri bizwi cyane bya orchestre byateguwe kugirango byoroshe gukoresha DevOps no kunoza imikorere ya software. Ibikoresho byombi bitanga urutonde rwibintu nubushobozi, harimo:

** Orchestre ya serivisi **: Ibikoresho byombi bitanga ubushobozi bwo gutunganya serivisi na sisitemu nyinshi, harimo kontineri, imashini ziboneka, na serivisi zicu. **

Gukoresha Agentic AI ya Automation ya DevOps

Agentic AI irashobora gukoreshwa mumashanyarazi ya DevOps kugirango itezimbere ibikorwa byiterambere rya software hamwe nibikorwa remezo. Hano hari inzira zimwe zishobora gukoreshwa AI:

** Gukemura ibibazo bifatika **: Agentic AI irashobora gukoreshwa muguhitamo kumenya no gukemura ibibazo mbere yuko biba ibibazo bikomeye.
** Gutezimbere ubufatanye **: Agentic AI irashobora gukoreshwa mugutezimbere ubufatanye hagati yamakipe na sisitemu, bigafasha itumanaho ryiza kandi ryiza.

Urugero rufatika: Gukoresha DSPy kugirango uhindure akazi koherejwe

Dore urugero rworoshye rwuburyo DSPy ishobora gukoreshwa mugutangiza ibikorwa byoherejwe: `` python kwinjiza dspy

Sobanura ibikorwa byoherejwe

def kohereza_app (app_name): # Kubaka porogaramu kubaka_app (porogaramu_izina)

# Kohereza porogaramu kumusaruro
ohereza_ibikorwa (porogaramu_izina)

# Kurikirana porogaramu
gukurikirana_app (porogaramu_izina)

Kora DSPy akazi

akazi keza = dspy.Ibikorwa () akazi.add_task (kohereza_app, "my_app")

Koresha akazi

akazi.run () `` ` Iyi kode isobanura ibintu byoroshye byoherejwe byubaka, byohereza, kandi bikurikirana porogaramu. Urupapuro rwakazi noneho rukoreshwa ukoresheje DSPy, itangiza irangizwa ryimirimo.

Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Uduce

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

DSPy

dspy. Workflow (): Kurema ikintu gishya cyakazi.
akazi keza.add_task (): Ongeraho akazi kumurimo.
akazi keza.run (): Koresha akazi.
dspy.build_app (): Yubaka porogaramu.
dspy.deploy_to_production (): Kohereza porogaramu kumusaruro.
dspy.monitor_app (): Ikurikirana porogaramu.

Ururimi

langchain. Workflow (): Kurema ikintu gishya cyakazi.
akazi keza.add_step (): Ongeraho intambwe kumurimo.
akazi keza.run (): Koresha akazi.
langchain.build_app (): Yubaka porogaramu.
langchain.deploy_to_production (): Kohereza porogaramu kumusaruro.
langchain.monitor_app (): Ikurikirana porogaramu.

Kugaragara

Hano hari amashusho yimikorere yo gutangiza akazi ukoresheje DSPy na LangChain: imbonerahamwe { "ubwoko": "akabari", "amakuru": { "ibirango": ["DSPy", "LangChain"], "imibare": [ { "label": "Automatic Automatic", "amakuru": [10, 8], "backgroundColor": ["rgba (255, 99, 132, 0.2)", "rgba (54, 162, 235, 0.2)"], "umupaka w'amabara": ["rgba (255, 99, 132, 1)", "rgba (54, 162, 235, 1)"], "Ubugari bwumupaka": 1 } ] }, "amahitamo": { "umutwe": { "kwerekana": ukuri, "inyandiko": "Kugereranya Akazi ko Gukora" }, "umunzani": { "yAxes": [ { "amatiku": { "gutangiraAtZero": ukuri } } ] } } } ` Iyi mbonerahamwe igereranya ubushobozi bwimikorere ya DSPy na LangChain.

Umwanzuro

Agentic AI ifite ubushobozi bwo guhindura imikorere ya DevOps ituma sisitemu ifata ibyemezo no gufata ibyemezo byigenga. Ibikoresho bya Orchestre nka DSPy na LangChain bitanga urutonde rwimiterere nubushobozi bushobora gukoreshwa mugutezimbere ibikorwa byiterambere rya software no guhangana n’ibikorwa remezo. Muguhuza ibikorwa bya AI hamwe nibikoresho bya orchestre, abitezimbere barashobora gukora neza, gukora neza, kandi bihamye byiterambere rya software.

Gukoresha Agentic AI ya DevOps Automation hamwe nibikoresho bya Orchestre