Intangiriro

Muri iki gihe cyihuta cyane cyimiterere ya digitale, gucunga ibikorwa remezo byahindutse umurimo utoroshye kandi utwara igihe. Hamwe no kuzamuka kwa comptabilite, kubitsa, hamwe na microservices, uburyo gakondo bwa DevOps muburyo bwo gucunga ibikorwa remezo bwarushijeho kuba ingorabahizi. Aha niho ZeroOps ije - uburyo bwimpinduramatwara mu micungire y’ibikorwa remezo ikoresha abakozi ba AI nibikoresho bya orchestre kugirango habeho kwikiza, kwikenura-remezo.

Muri iyi ngingo, tuzasesengura ihuriro rya AI, DevOps, na ZeroOps kugirango dushyireho imicungire y’ibikorwa remezo byigenga dukoresheje LangChain, DSPy, na StackGen. Tuzacengera muburyo bufatika bwo gushyira mubikorwa ZeroOps, harimo ingero za kode, urutonde rwamabwiriza, hamwe no kureba.

ZeroOps ni iki?

ZeroOps ni paradizo ihinduka mu micungire y’ibikorwa remezo igamije gukuraho ibikenewe kugira uruhare mu bantu mu gucunga ibikorwa remezo. Irabigeraho ukoresheje ibikoresho bya AI nibikoresho bya orchestre kugirango uhindure imirimo nko gukurikirana, gupima, no gukemura ibibazo.

Igitekerezo cyibanze inyuma ya ZeroOps nugushiraho ibikorwa byo kwikiza, kwikenura-ibikorwa remezo bishobora guhuza no guhindura imizigo yakazi hamwe nibidukikije nta muntu ubigizemo uruhare. Ibi bigerwaho hifashishijwe abakozi ba AI gusesengura amakuru aturuka ahantu hatandukanye, kumenya imiterere, no gufata ibyemezo byo kunoza imikorere yibikorwa remezo.

Ibikoresho bya AI nibikoresho bya Orchestre

Ibikoresho bya AI nibikoresho bya orchestre nibyo nkingi ya ZeroOps. Abakozi ba AI ni porogaramu zikoresha imashini yiga algorithms yo gusesengura amakuru no gufata ibyemezo. Ibikoresho bya Orchestre, kurundi ruhande, bikoreshwa mugutangiza imirimo nko kohereza, gupima, no gukurikirana.

Bimwe mubikoresho bya AI bizwi cyane nibikoresho bya orchestre bikoreshwa muri ZeroOps harimo:

• LangChain: Isomero rya Python yo kubaka abakozi ba AI baganira.
• DSPy: Isomero rya Python yo kubaka imiyoboro ya siyanse.
• StackGen: Igikoresho cyo gutangiza ibikorwa remezo no gucunga.

Gushyira mubikorwa ZeroOps hamwe na LangChain, DSPy, na StackGen

Muri iki gice, tuzatanga urugero rufatika rwo gushyira mubikorwa ZeroOps ukoresheje LangChain, DSPy, na StackGen.

Intambwe ya 1: Gushiraho Ibidukikije

Kugirango dutangire, dukeneye gushyiraho ibidukikije hamwe na LangChain, DSPy, na StackGen. Turashobora gushiraho ayo masomero dukoresheje imiyoboro: bash umuyoboro ushyire langchain dspy stackgen `

Intambwe ya 2: Kubaka abakozi ba AI

Ibikurikira, dukeneye kubaka umukozi wa AI dukoresheje LangChain. Turashobora gukora agent yoroshye ikoresha gutunganya ururimi karemano (NLP) kugirango dusesengure ibiti no kumenya imiterere: `` python kuva muri langchain itumiza LLAMA

Kora umukozi wa LLAMA

umukozi = LLAMA ( icyitegererezo_izina = "xlarge", max_uburebure = 1024, ubushyuhe = 0.5, )

Sobanura imikorere yo gusesengura ibiti

def gusesengura_ibisobanuro (ibiti): # Koresha umukozi wo gusesengura ibiti ibisohoka = umukozi.run (ibiti) Garuka Ibisohoka

Gerageza imikorere

log = = ibisohoka = gusesengura_ibiganiro (ibiti) icapiro (ibisohoka) `` `

Intambwe ya 3: Kubaka Igikoresho cya Orchestre

Ibikurikira, dukeneye kubaka igikoresho cya orchestre dukoresheje StackGen. Turashobora gukora igikoresho cyoroshye cyohereza no gupima: `` python kuva muri stackgen itumiza StackGen

Kora urugero rwa StackGen

stackgen = StackGen ()

Sobanura imikorere yo kohereza no gupima

def kohereza_kandi (): # Koresha StackGen kugirango ukoreshe kandi upime stackgen.deploy_and_scale () garuka

Gerageza imikorere

kohereza_kandi () `` `

Intambwe ya 4: Guhuza abakozi ba AI hamwe nigikoresho cya Orchestre

Hanyuma, dukeneye guhuza ibikorwa bya AI hamwe nibikoresho bya orchestre kugirango dukore sisitemu ZeroOps. Turashobora gukoresha DSPy kugirango dukore umuyoboro wubumenyi wa data uhuza byombi: `` python Kuva dspy itumiza umuyoboro

Kora umuyoboro

umuyoboro = Umuyoboro ()

Ongera umukozi wa AI kumuyoboro

umuyoboro.add_task (gusesengura_ibiganiro)

Ongeramo igikoresho cya orchestre kumuyoboro

umuyoboro.add_task (kohereza_kandi)

Koresha umuyoboro

umuyoboro.run () `` `

Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Uduce

Dore top 5-10 zikoreshwa cyane / ibisobanuro kuri ZeroOps:

1. umuyoboro ushyire langchain dspy stackgen: Shyira LangChain, DSPy, na StackGen.
2. Kuva muri langchain itumiza LLAMA: Kuzana umukozi wa LLAMA kuva LangChain.
3. agent = LLAMA (...): Kurema umukozi wa LLAMA.
4. def analyse_logs (ibiti): ...: Sobanura imikorere yo gusesengura ibiti ukoresheje umukozi wa AI.
5. Kuva muri stackgen itumiza StackGen: Kuzana urugero rwa StackGen kuva StackGen.
6. stackgen = StackGen (): Kora urugero rwa StackGen.
7. def deplo_and_scale (): ...: Sobanura imikorere yo kohereza no gupima ukoresheje StackGen.
8. Kuva muri dspy itumiza Umuyoboro: Kuzana icyiciro cya Pipeline kuva DSPy.
9. umuyoboro = Umuyoboro (): Kora umuyoboro.
10. umuyoboro.add_task (gusesengura_ibiganiro): Ongera umukozi wa AI kumuyoboro.

Kugaragara

Dore amashusho ya sisitemu ya ZeroOps ukoresheje Chart.js: json { "ubwoko": "akabari", "amakuru": { "ibirango": ["Umukozi wa AI", "Igikoresho cya Orchestre", "Umuyoboro wa Data Science"], "imibare": [ { "label": "Sisitemu ZeroOps", "amakuru": [10, 20, 30], "backgroundColor": ["# 4CAF50", "# FF9800", "# 2196F3"] } ] }, "amahitamo": { "umutwe": { "kwerekana": ukuri, "inyandiko": "ZeroOps Ibigize Sisitemu" }, "umunzani": { "yAxes": [ { "amatiku": { "gutangiraAtZero": ukuri } } ] } } } ` Iyi visualisation yerekana ibice bitatu byingenzi bigize sisitemu ya ZeroOps: umukozi wa AI, igikoresho cya orchestre, hamwe numuyoboro wa siyanse.

Umwanzuro

ZeroOps nuburyo bwimpinduramatwara mu micungire y’ibikorwa remezo ikoresha abakozi ba AI nibikoresho bya orchestre kugirango habeho kwikiza, kwikenura ibikorwa remezo. Dukoresheje LangChain, DSPy, na StackGen, turashobora kubaka sisitemu ya ZeroOps itangiza imirimo nko gukurikirana, gupima, no gukemura ibibazo.

Muri iki kiganiro, twatanze urugero rufatika rwo gushyira mu bikorwa ZeroOps ukoresheje LangChain, DSPy, na StackGen. Twatanze kandi amashusho ya sisitemu ya ZeroOps dukoresheje Chart.js.

Turizera ko iyi ngingo yatanze incamake yuzuye ya ZeroOps nubushobozi bwayo bwo guhindura uburyo bwo gucunga ibikorwa remezo.