Theha chatbot ea LangChain

Ho kenya tšebetsong Automation ea AI-Powered DevOps ka Kiro AI-Powered Agents le LangChain

Selelekela

Sebopeho sa DevOps se ntse se fetoha ka potlako, ka ho amoheloa ho ntseng ho eketseha ha mahlale a maiketsetso (AI) le mahlale a ho ithuta ka mochini (ML). E 'ngoe ea libaka tsa bohlokoa moo AI e nang le tšusumetso e kholo ke ho DevOps automation. Sehloohong sena, re tla hlahloba ts'ebetsong ea tekheniki ea li-agent tsa AI ho li-automation tsa DevOps, re shebane le ho kopanngoa ha lisebelisoa tsa Kiro AI-powered LangChain bakeng sa bokhoni bo ntlafetseng ba ho iketsetsa le ho opa.

Liemeli tsa Kiro AI-Powered ke eng?

Kiro AI-powered agents ke mofuta oa software e sebelisang li-algorithms tsa AI le ML ho iketsetsa mesebetsi le ho etsa liqeto. Mahlahana ana a etselitsoe ho ithuta ho tsoa ho data le ho ikamahanya le maemo a fetohang, a etsa hore e be a loketseng bakeng sa litsamaiso tse rarahaneng le tse matla joalo ka lipeipi tsa DevOps.

LangChain ke eng?

LangChain ke laebrari ea Python e fanang ka lisebelisoa tsa lisebelisoa le li-API tsa ho haha lisebelisoa tsa puisano tsa AI. E lumella batho ba ntlafatsang ho etsa li-chatbots, bathusi ba lentsoe, le li-interfaces tse ling tsa puisano ba sebelisa mokhoa oa tlhaho oa puo (NLP) le mekhoa ea ho ithuta ka mochine.

Ho kopanya Baemeli ba Matla a Kiro AI le LangChain

Ho kopanya mahlahana a matla a Kiro AI le LangChain, re hloka ho theha sebopeho sa puisano se ka sebelisanang le baemeli le ho ba fa lintho tse hlokahalang le lihlahisoa. Mona ke kakaretso ea boemo bo holimo ea meaho:

Mosebelisi: Mosebelisi o sebelisana le sebopeho sa moqoqo, a fana ka tlhahiso ka mokhoa oa mongolo kapa lentsoe.
Tlhahiso ea Lipuo tsa Tlhaho (NLP): Kenyelletso e sebetsoa ho sebelisoa li-algorithms tsa NLP ho ntša tlhahisoleseling le sepheo se nepahetseng.
Khetho ea Moemeli: Khokahano ea moqoqo e khetha moemeli ea matla oa Kiro AI o ipapisitseng le maikutlo le sepheo sa mosebelisi.
Ho sebelisana ha moemeli: Moemeli ea khethiloeng o susumetsoa ho etsa liketso tse hlokahalang, tse kang ho iketsetsa mesebetsi kapa ho etsa liqeto.
Sephetho: Sephetho sa moemeli se sebetsoa le ho khutlisetsoa ho mosebelisi ka sebopeho sa moqoqo.

Ts'ebetso ea Setsebi

Ho kenya tšebetsong moaho ona, re hloka ho sebelisa motsoako oa lipuo tsa lenaneo la Python, Rust, le Go. Mona ke khoutu e bonolo e bonts'ang ho kopanngoa ha li-agent tsa Kiro AI-powered le LangChain:

import langchain
ho tsoa ho kiro import Agent


chatbot = langchain.Chatbot(
    mohlala = "davinci:002",
    mocheso=0.7,
    max_tokens=2048,
    user_agent="Kiro AI-Powered Agent"
)

# Theha moemeli ea matla oa Kiro AI
moemeli = Moemeli(
    lebitso = "Moemeli oa ka",
    tlhaloso="Moemedi o bonolo o iketsetsang mesebetsi",
    liketso=[
        "matha_taelo",
        "send_imeile",
        "create_ticket"
    ]
)

# Hlalosa tšebetso ea ho sebelisana le moemeli
def interact_with_agent(input_text):
    # Sebelisa tlhahiso u sebelisa NLP
    sepheo = langchain.extract_intent(input_text)
    
    # Khetha moemeli ea loketseng ho latela sepheo
    haeba sepheo == "run_command":
        agent.run_command()
    elif intent == "send_email":
        agent.send_email()
    elif intent == "create_ticket":
        moemedi.create_ticket()
    
    # Khutlisetsa tlhahiso ea moemeli
    kgutlisa.sephetho

# Lekola ts'ebetso
input_text = "Matha sengoloa"
tlhahiso = interact_with_agent(input_text)
hatisa(sephetho)

Sebaka sena sa khoutu se bonts'a mokhoa oa ho theha chatbot ea LangChain le moemeli oa matla oa Kiro AI, le mokhoa oa ho sebelisana le moemeli ho sebelisa sebopeho sa moqoqo.

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

Mona ke tse ling tsa litaelo le likonopo tse sebelisoang haholo bakeng sa li-agent tsa Kiro AI-powered le LangChain:

langchain.Chatbot(model="davinci:002", mocheso=0.7, max_tokens=2048, user_agent="Kiro AI-Powered Agent"): E theha chatbot ea LangChain e nang le moetso le liparamente tse boletsoeng.
Moemedi(lebitso = "Moemedi wa Ka", tlhaloso = "Moemedi ya bonolo ya iketsetsang mesebetsi", diketso=["run_command", "send_email", "create_ticket"]): E etsa moemedi wa Kiro AI-powered e nang le lebitso, tlhaloso, le diketso tse boletsweng.
langchain.extract_intent(input_text): E sebetsana le mongolo o kenngwang ka NLP ho ntsha maikemisetso.
agent.run_command(): E etsa hore moemedi a tsamaise taelo.
agent.send_email(): E etsa hore moemedi a romele lengolo-tsoibila.
agent.create_ticket(): E etsa hore moemedi a etse tekete.
langchain.Chatbot().botsa(input_text): O botsa chatbot potso ebe o fana ka karabo.
langchain.Chatbot().bolella(input_text): E bolella chatbot polelo ebe o khutlisa karabo.
langchain.Chatbot().mamela(): E mamela tlhahiso ea mosebelisi ebe e khutlisa karabo.
langchain.Chatbot().stop(): E emisa chatbot le ho lokolla lisebelisoa.

Pono ya pono

Mona ke pono e bonolo ea meralo e sebelisang Chart.js:

{
  "type": "pieChart",
  "data": {
    "labels": ["Mosebelisi", "NLP", "Kgetho ya Moemedi", "Tirisano ya Moemedi", "Output"],
    "lintlha tsa boitsebiso": [
      {
        "label": "Architecture",
        "data": [10, 20, 30, 40, 50],
        "backgroundColour": [
          "#FF6384",
          "#36A2EB",
          "#FFCE56",
          "#4BC0C0",
          "#FF99CC"
        ]
      }
    ]
  },
  "likgetho": {
    "sehlooho": {
      "bontša": 'nete,
      "text": "AI-Powered DevOps Automation Architecture"
    },
    "tšōmo": {
      "pontšo": 'nete
    }
  }
}

Ponahalo ena e bonts'a likarolo tse fapaneng tsa meralo, ho kenyeletsoa tlhahiso ea basebelisi, NLP, khetho ea moemeli, tšebelisano ea moemeli, le tlhahiso.

Qetello

Sehloohong sena, re ile ra hlahloba ts'ebetsong ea tekheniki ea li-agent tsa AI ho li-automation tsa DevOps, re shebane le ho kopanngoa ha li-agent tsa Kiro AI-powered LangChain bakeng sa bokhoni bo ntlafetseng ba ho iketsetsa le ho hlophisa. Re ile ra bontša mokhoa o bonolo oa khoutu e bontšang ho kopanngoa ha mahlahana a matla a Kiro AI le LangChain, 'me ra fana ka lethathamo la litaelo tse sebelisoang ka ho fetisisa le li-snippets bakeng sa mahlahana a matla a Kiro AI le LangChain. Hape re kenyelelitse ponelopele ea boqapi re sebelisa Chart.js. Ka ho sebelisa li-agent tse tsamaisoang ke AI le li-interface tsa lipuisano, lihlopha tsa DevOps li ka iketsetsa mesebetsi, tsa ntlafatsa ts'ebetso, le ho fokotsa liphoso, tsa etsa hore DevOps e sebetse hantle le ho sebetsa hantle.

Theha chatbot ea LangChain

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