Hirgelinta ZeroOps oo leh AI-abuuray Code iyo Aaladaha Orchestration | B4N1

Hirgelinta ZeroOps oo leh AI-abuuray Code iyo Aaladaha Orchestration

3 months ago · b4n1 Read time: 4 min

** Hirgelinta ZeroOps oo wata koodka AI-abuuray iyo aaladaha abaabulka**

hordhac

Muuqaalka casriga ah ee horumarinta software-ka, fikradda ZeroOps waxay u soo baxday hab kacaan ah oo lagu hagaajinayo habka horumarinta. ZeroOps waxay rabta in ay toos u samayso dhamaan wareegga nolosha ee horumarka, laga bilaabo jiilka code ilaa geynta, taas oo u oggolaanaysa horumariyayaashu in ay diiradda saaraan istiraatiijiyad heer sare ah iyo hal-abuurnimo. Maqaalkani waxa uu sahamiyaa isgoysyada AI, DevOps, iyo qalabka abaabulka sida DSPy iyo LangChain si loo gaaro ZeroOps.

Waa maxay ZeroOps?

ZeroOps waa jaantus raadinaysa in la baabi'iyo baahida loo qabo codaynta gacanta iyo geynta iyada oo ka faa'iidaysanaysa koodka ay AI soo saartay iyo agabka abaabulka. Habkani wuxuu u sahlayaa horumariyayaashu in ay xoogga saaraan qeexida dhibaatada iyo natiijada la rabo, halka nidaamka AI uu soo saaro koodka lagama maarmaanka ah oo loo diro wax soo saarka. ZeroOps maaha in la beddelo horumariyeyaasha, laakiin taa beddelkeeda waa la kordhiyo awooddooda si ay diiradda u saaraan hawlaha heerka sare ah.

Doorka AI ee ZeroOps

Sirdoonka macmalka ah (AI) ayaa door muhiim ah ka ciyaara ZeroOps iyadoo soo saaraysa kood buuxinaya shuruudaha mashruuca. Aaladaha koodhka ee ku shaqeeya AI-ku waxay falanqeyn karaan goobta dhibaatada, aqoonsadaan maktabadaha lagama maarmaanka ah iyo qaab-dhismeedka, waxayna soo saaraan kood tayo sare leh oo buuxiya shuruudaha la doonayo. Tani waxay meesha ka saaraysaa baahida loo qabo codeing gacanta, yaraynta wakhtiga iyo dadaalka loo baahan yahay si loo horumariyo software.

** Qalabka Orchestration: DSPy iyo LangChain ***

Aaladaha abaabulka sida DSPy iyo LangChain waa qaybaha muhiimka ah ee nidaamka deegaanka ZeroOps. Aaladahani waxa ay awood u yeelaan in ay si toos ah geeyaan, cabiraan, iyo la socodka codsiyada, hubinta is dhexgalka aan kala go 'lahayn ee koodka AI-abuuray. DSPy, oo ah qalab orchestration-ku-saleysan Python, wuxuu bixiyaa API fudud oo dareen leh si loo qeexo qulqulka shaqada iyo otomatiga shaqada. LangChain, qaab-dhismeedka Rust-ku-salaysan, wuxuu bixiyaa sifooyin aad u dhammaystiran oo loogu talagalay dhisidda iyo geynta codsiyada ku shaqeeya AI.

DSPy Tusaalaha: Hawlgelinta otomaatiga ah

`` Python soo dejinta dspy

socodka shaqada = dspy. Socodka shaqada ( name="my_deployment", hawlaha=[ dspy.Task("dhis", "dhiso codsigayga"), dspy.Task("deploy", "arji codsigeyga soo saarida"), ] )

Qeex habaynta geynta

config = dspy.Config( build_command="python setup.py build", deploy_command="python deploy.py", )

Samee habka shaqo geynta

dspy.run (socodka shaqada, habaynta) ``

LangChain Tusaalaha: Dhisida Codsiga Awooda AI

`` miridhku isticmaal langchain :: {silsilad, degdeg};

// Qeex qaabka AI iyo isla markiiba ha model = silsilad :: model :: Model :: cusub ("text-davinci-003"); let Quick = "Qor shaqada Python si aad u xisaabiso wadarta laba lambar";

// Samee koodka ha code = model.generate_code (degdeg);

// Daabac koodka la sameeyay println!("{}", code); ``

** 5-10ka ugu sarreeya amarada/Qodobka ugu Isticmaalka badan**

Waa kuwan qaar ka mid ah amarada sida caadiga ah loo isticmaalo iyo qaybo yaryar oo loogu talagalay DSPy iyo LangChain:

  • DSPy:
    • dspy.run(socodka shaqada, habaynta): Samee socodka shaqo geynta
    • dspy. Socodka shaqada (magaca = "my_deployment", hawlaha=[...]): Qeex socodka shaqo geynta
    • dspy.Task(magaca = "dhis", amar = "python setup.py build"): Qeex hawsha ku jirta socodka shaqo geynta LangChain:
    • silsilad:: moodeel:: Moodel:: cusub("text-davinci-003"): Abuur moodal cusub oo AI
    • `silsilad:: degdeg ah("Qor shaqada Python si aad u xisaabiso wadarta laba tiro")': Qeex degdeg ah qaabka AI
    • model.generate_code(degdeg): Samee kood ku salaysan degdega

Muuqaalka

Waa kan muuqaalka socodka shaqada ZeroOps iyadoo la adeegsanayo Chart.js:

json { "type": "bar", "xogta": { "labels": ["Code Generation", "Diitaan", "Monitoring"], "datasets": [ { "label": "ZeroOps Workflow", "xogta": [10, 20, 30], "backgroundColor": ["#4CAF50", "#FF9800", "#2196F3"] } ] }, "ikhtiyaar": { "ciwaan": { "muujin": run, "text": "ZeroOps Workflow" }, "Miisaanka": { "yAxes": [ { "ticks": { "beginAtZero": run } } ] } } }

Aragtidani waxay muujinaysaa saddexda marxaladood ee ugu muhiimsan ee socodka shaqada ee ZeroOps: soo saarista koodhka, geynta, iyo la socodka.

** Gabagabo**

Hirgelinta ZeroOps oo leh koodka AI ay soo saartay iyo aaladaha abaabulka sida DSPy iyo LangChain waxay bixisaa hab kacaan ah horumarinta software. Iyaga oo toosiya wareegga nolosha horumarka, horumariyayaashu waxay diiradda saari karaan istaraatiijiyad heer sare ah iyo hal-abuurnimo, taasoo horseedaysa wax soo saar iyo hal-abuur koror. Maaddaama ay tignoolajiyadu sii socoto inay horumarto, waxaan filan karnaa inaan aragno xitaa codsiyo ka sii casrisan ee ZeroOps ee warshado kala duwan.

** Tilmaamaha Mustaqbalka ***

Mustaqbalka ZeroOps wuxuu hayaa ballanqaadyo badan, iyadoo cilmi-baaris joogto ah iyo horumarin lagu sameeyo jiilka koodka ku shaqeeya AI iyo aaladaha abaabulka. Meelaha suurtagalka ah ee sahaminta waxaa ka mid ah:

** Moodooyinka AI ee la hagaajiyay ***: Horumarinta moodooyinka AI sax ah oo hufan oo soo saari kara kood tayo sare leh. ** Aaladaha orchestration ee la xoojiyey ***: Abuuritaanka qalab aad u dhammaystiran oo saaxiibtinimo leh oo otomaatig u noqon kara socodka shaqada ee adag. Isku-dhafka teknoolojiyadda kale: Isku-dhafka ZeroOps iyo tignoolajiyada kale ee soo baxaya, sida blockchain iyo Internet-ka Waxyaabaha (IoT).

Maaddaama goobtu ay sii socoto horumarka, waxaan filan karnaa inaan aragno xitaa codsiyo cusub oo ZeroOps ah oo ku saabsan warshado kala duwan, taasoo horseedaysa wax soo saar koror, hufnaan, iyo hal-abuurnimo.


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