Ho kenya tšebetsong ZeroOps ka Khoutu e Tsoang ke AI le Lisebelisoa tsa Orchestration

Selelekela

Sebakeng se lulang se fetoha sa nts'etsopele ea software, mohopolo oa ZeroOps o hlahile e le mokhoa oa phetoho oa ho tsamaisa ts'ebetso ea nts'etsopele. ZeroOps e ikemiseditse ho iketsetsa bophelo bohle ba ntshetsopele, ho tloha tlhahisong ya khoutu ho isa thomelong, ho dumella batho ba ntlafatsang ho tsepamisa maikutlo hodima leano la maemo a hodimo le boiqapelo. Sehlooho sena se hlahloba mateano a litsela tsa AI, DevOps, le lisebelisoa tsa 'mino oa liletsa tse kang DSPy le LangChain ho finyella ZeroOps.

ZeroOps ke eng?

ZeroOps ke paradigm e batlang ho felisa tlhoko ea ho kenya likhoutu le ho romelloa ka ho sebelisa likhoutu tse hlahisoang ke AI le lisebelisoa tsa 'mino. Mokhoa ona o thusa bahlahisi ho tsepamisa maikutlo ho hlaloseng bothata le sephetho se lakatsehang, ha sistimi ea AI e hlahisa khoutu e hlokahalang mme e e fetisetsa tlhahiso. ZeroOps ha se taba ea ho nkela bahlahisi sebaka, empa ho e-na le hoo ba holisa bokhoni ba bona ba ho tsepamisa maikutlo mesebetsing ea maemo a holimo.

Karolo ea AI ho ZeroOps

Artificial Intelligence (AI) e bapala karolo ea bohlokoa ho ZeroOps ka ho hlahisa khoutu e fihlelang litlhoko tsa morero. Lisebelisoa tsa tlhahiso ea khoutu e tsamaisoang ke AI li ka sekaseka sebaka sa bothata, ho tseba lilaebrari tse hlokahalang le meralo, le ho hlahisa khoutu ea boleng bo holimo e kopanang le litlhaloso tse lakatsehang. Sena se felisa tlhokeho ea ho khouta ka letsoho, ho fokotsa nako le matsapa a hlokahalang ho nts'etsapele software.

Lisebelisoa tsa Ochestration: DSPy le LangChain

Lisebelisoa tsa 'mino oa liletsa tse kang DSPy le LangChain ke likarolo tsa bohlokoa tsa tikoloho ea ZeroOps. Lisebelisoa tsena li etsa hore ho be bonolo ho tsamaisa, ho phahamisa le ho beha leihlo lits'ebetso, ho netefatsa khokahano e se nang moeli le khoutu e hlahisoang ke AI. DSPy, sesebelisoa sa 'mino sa Python se thehiloeng ho 'mino, se fana ka API e bonolo le e utloahalang bakeng sa ho hlalosa mosebetsi oa ho sebetsa le mesebetsi ea boiketsetso. LangChain, moralo o thehiloeng ho Rust, o fana ka sete e felletseng ea likarolo tsa ho aha le ho tsamaisa lits'ebetso tse tsamaisoang ke AI.

DSPy Mohlala: Ts'ebetso e Ikemetseng

kenya dspy


mosebetsi = dSpy.Workflow(
    lebitso = "ho sebelisoa_haka",
    mesebetsi=[
        dspy.Task("aha", "haha kopo ea ka"),
        dspy.Task("deploy", "kenya kopo ea ka ho tlhahiso"),
    ]
)

# Hlalosa tlhophiso ea phepelo
config = dspy.Config(
    build_command="python setup.py build",
    deploy_command="python deploy.py",
)

# Eketsa ts'ebetso ea ho tsamaisa thepa
dspy.run (tsamaiso ea mosebetsi, config)

LangChain Mohlala: Ho aha Kopo e Matlafatsoang ke AI

sebelisa langchain::{ketane, kapele};

// Hlalosa mohlala oa AI le ho potlakisa
let model = chain::model::Model::new("text-davinci-003");
let prompt = "Ngola mosebetsi oa Python ho bala palo ea linomoro tse peli";

// Hlahisa khoutu
lumella khoutu = model.generate_code(prompt);

// Hatisa khoutu e hlahisitsoeng
println!("{}", khoutu);

Kaholimo ho 5-10 Litaelo/Lipotlana tse Sebelisitsoeng ka ho Fetisisa

Mona ke tse ling tsa litaelo le likotlo tse sebelisoang haholo bakeng sa DSPy le LangChain:

• DSPy:
  • dspy.run(workflow, config): Etsa mokhoa oa ho tsamaisa mosebetsi
  • dspy.Workflow(lebitso = "my_deployment", tasks=[...]): Hlalosa mokhoa oa ho tsamaisa mosebetsi
  • dspy.Task(lebitso = "build", taelo = "python setup.py build"): Hlalosa mosebetsi oa ho tsamaisa mosebetsi
• LangChain:
  • ketane::mohlala::Mohlala::ncha("text-davinci-003"): Theha mofuta o mocha oa AI
  • ketane::prompt("Ngola mosebetsi oa Python ho bala kakaretso ea linomoro tse peli"): Hlalosa molaetsa bakeng sa mohlala oa AI
  • model.generate_code(prompt) : Hlahisa khoutu ho latela molaetsa

Pono ya pono

Mona ke pono ea tšebetso ea ZeroOps e sebelisang Chart.js:

{
  "type": "bar",
  "data": {
    "labels": ["Moloko oa Khoutu", "Deployment", "Monitoring"],
    "lintlha tsa boitsebiso": [
      {
        "label": "ZeroOps Workflow",
        "data": [10, 20, 30],
        "backgroundColor": ["#4CAF50", "#FF9800", "#2196F3"]
      }
    ]
  },
  "likgetho": {
    "sehlooho": {
      "bontša": 'nete,
      "text": "ZeroOps Workflow"
    },
    "makala": {
      "yAxes": [
        {
          "li-ticks": {
            "beginAtZero": 'nete
          }
        }
      ]
    }
  }
}

Pono ena e bonts'a mekhahlelo e meraro ea mantlha ea ts'ebetso ea ZeroOps: tlhahiso ea khoutu, ho tsamaisoa le ho beha leihlo.

Qetello

Ho kenya ts'ebetsong ZeroOps ka khoutu e hlahisoang ke AI le lisebelisoa tsa 'mino tse kang DSPy le LangChain ho fana ka mokhoa oa phetoho ho nts'etsopele ea software. Ka ho iketsetsa bophelo ba nts'etsopele, bahlahisi ba ka tsepamisa maikutlo holim'a leano la boemo bo holimo le boqapi, bo lebisang keketsehong ea tlhahiso le boqapi. Ha mahlale a ntse a tsoela pele ho fetoha, re ka lebella ho bona lits'ebetso tse tsoetseng pele tsa ZeroOps liindastering tse fapaneng.

Litsela tsa kamoso

Bokamoso ba ZeroOps bo na le ts'episo e ngata, ka lipatlisiso tse tsoelang pele le nts'etsopele ea tlhahiso ea khoutu e tsamaisoang ke AI le lisebelisoa tsa 'mino oa liletsa. Libaka tse ling tse ka bang teng tsa boithuto li kenyelletsa:

• Mefuta e ntlafalitsoeng ea AI: Ho theha mefuta ea AI e nepahetseng haholoanyane le e sebetsang hantle e ka hlahisang khoutu ea boleng bo holimo.
• Lisebelisoa tse ntlafalitsoeng tsa 'mino: Ho theha lisebelisoa tsa 'mino tse felletseng le tse bonolo ho basebelisi tse ka iketsetsang phallo e rarahaneng ea mosebetsi.
• Ho kopanya le mahlale a mang: Ho kopanya ZeroOps le mahlale a mang a hlahang, joalo ka blockchain le Marang-rang a Lintho (IoT).

Ha tšimo e ntse e tsoela pele ho fetoha, re ka lebella ho bona lits'ebetso tse ncha tsa ZeroOps liindastering tse fapaneng, tse lebisang keketsehong ea tlhahiso, katleho le boqapi.