Pangani chatbot ya LangChain

Kukhazikitsa AI-Powered DevOps Automation yokhala ndi Kiro AI-Powered Agents ndi LangChain

Chiyambi

Mawonekedwe a DevOps akusintha mwachangu, ndikuchulukirachulukira kwaukadaulo wa Artificial Intelligence (AI) ndi kuphunzira pamakina (ML). Imodzi mwamagawo ofunikira omwe AI ikuthandizira kwambiri ndi DevOps automation. M'nkhaniyi, tiwona momwe ma AI amathandizira mu DevOps automation, tikuyang'ana kwambiri kuphatikiza kwa ma Kiro AI-powered agents ndi LangChain kuti azitha kuyendetsa bwino komanso kuyimba.

Kodi Kiro AI-Powered Agents ndi chiyani?

Ma Kiro AI-powered agents ndi mtundu wa mapulogalamu omwe amagwiritsa ntchito ma algorithms a AI ndi ML kuti azisintha ntchito ndikupanga zisankho. Othandizirawa adapangidwa kuti aziphunzira kuchokera ku data ndikusintha kumadera omwe akusintha, kuwapanga kukhala abwino pamakina ovuta komanso osinthika ngati mapaipi a DevOps.

LangChain ndi chiyani?

LangChain ndi laibulale ya Python yomwe imapereka zida ndi ma API opangira ma AI okambirana. Zimalola opanga kupanga ma chatbots, othandizira mawu, ndi njira zina zoyankhulirana pogwiritsa ntchito chilankhulo chachilengedwe (NLP) ndi makina ophunzirira makina.

Kuphatikiza Kiro AI-Powered Agents ndi LangChain

Kuphatikizira othandizira a Kiro AI ndi LangChain, tifunika kupanga mawonekedwe olankhulirana omwe angagwirizane ndi othandizira ndikuwapatsa zofunikira ndi zotulukapo. Nayi chithunzithunzi chapamwamba cha zomangamanga:

** Zolowetsa Wogwiritsa **: Wogwiritsa ntchito amalumikizana ndi mawonekedwe okambitsirana, kupereka zolowera mumtundu wa mawu kapena mawu.
Natural Language Processing (NLP): Kulowetsako kumakonzedwa pogwiritsa ntchito ma algorithms a NLP kuti atenge zambiri ndi zolinga zoyenera.
Kusankha kwa Mthandizi: Mawonekedwe okambitsirana amasankha wogwirizira wa Kiro AI-powered agent potengera zomwe wogwiritsa ntchitoyo alowetsa ndi cholinga chake.
Kuyanjana kwa Agent: Wosankhidwayo amayambitsidwa kuti achite zofunikira, monga ntchito zodzipangira okha kapena kupanga zisankho.
**Kutulutsa **: Zotulutsa za wothandizira zimakonzedwa ndikubwerera kwa wogwiritsa ntchito kudzera muzokambirana.

Kukhazikitsa kwaukadaulo

Kuti tigwiritse ntchito kamangidwe kameneka, tifunika kugwiritsa ntchito zinenero za Python, Rust, ndi Go. Nayi chipika chosavuta chomwe chikuwonetsa kuphatikiza kwa othandizira a Kiro AI ndi LangChain:

import langchain
kuchokera ku kiro import Agent


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

# Pangani othandizira a Kiro AI
wothandizira = Agent (
    dzina="Mtumiki Wanga",
    Description="Wothandizira wosavuta yemwe amadzipangira ntchito",
    zochita=[
        "run_command",
        "tumizani_imelo",
        "pangani tikiti"
    ]
)

# Fotokozani ntchito yolumikizirana ndi wothandizira
def interact_with_agent(input_text):
    # Sinthani zolowetsazo pogwiritsa ntchito NLP
    intent = langchain.extract_intent(input_text)
    
    # Sankhani wothandizira woyenera kutengera zomwe mukufuna
    ngati cholinga == "run_command":
        agent.run_command()
    elif intent == "send_email":
        agent.send_email()
    elif intent == "create_ticket":
        agent.create_ticket()
    
    # Bweretsani zotulutsa za wothandizira
    wobwezera.zotuluka

# Yesani ntchito
input_text = "Thamangani script"
zotuluka = interact_with_agent(input_text)
sindikiza (zotulutsa)

Chotchinga kachidindochi chikuwonetsa momwe mungapangire chatbot ya LangChain ndi a Kiro AI-powered agent, komanso momwe mungayankhulire ndi wothandizira pogwiritsa ntchito mawonekedwe ochezera.

**Malamulo/Zidutswa Zapamwamba za 5-10 **

Nawa malamulo ndi mawu omwe amagwiritsidwa ntchito kwambiri a Kiro AI-powered agents ndi LangChain:

langchain.Chatbot(model="davinci:002", temperature=0.7, max_tokens=2048, user_agent="Kiro AI-Powered Agent"): Amapanga chatbot ya LangChain yokhala ndi chitsanzo ndi magawo omwe atchulidwa.
Mthandizi(dzina = "Mthandizi Wanga", maelezo = "Wothandizira wosavuta yemwe amangosintha ntchito", zochita=["run_command", "send_email", "create_ticket"]): Amapanga chida cha Kiro AI chokhala ndi dzina, kufotokozera, ndi zochita.
langchain.extract_intent(input_text): Imakonza mawu olowera pogwiritsa ntchito NLP kuchotsa cholingacho.
agent.run_command(): Imayambitsa wothandizira kuyendetsa lamulo.
agent.send_email(): Imachititsa wothandizira kutumiza imelo.
agent.create_ticket(): Imayambitsa wothandizira kupanga tikiti.
langchain.Chatbot().ask(input_text): Afunsa funso ndi kubweza yankho.
langchain.Chatbot().uzani(input_text): Imauza a chatbot chiganizo ndikubweza yankho.
langchain.Chatbot().mvera(): Imamvera zomwe wogwiritsa ntchito alowetsa ndikubweza yankho.
langchain.Chatbot().stop(): Imitsa chatbot ndikutulutsa zothandizira.

**Kuwona **

Nayi chithunzithunzi chosavuta cha zomangamanga pogwiritsa ntchito Chart.js:

{
  "type": "pieChart",
  "data": {
    "labels": ["Zolowetsa Wogwiritsa", "NLP", "Kusankha kwa Agent", "Agent Interaction", "Output"],
    "ma dataset": [
      {
        "label": "Zomangamanga",
        "data": [10, 20, 30, 40, 50],
        "backgroundColor": [
          #FF6384,
          "#36A2EB",
          "#FFCE56",
          "#4BC0C0",
          #FF99CC
        ]
      }
    ]
  },
  "zosankha": {
    "mutu": {
      "kuwonetsa": zoona,
      "text": "AI-Powered DevOps Automation Architecture"
    },
    "nthano": {
      "chiwonetsero": zoona
    }
  }
}

Chiwonetserochi chikuwonetsa magawo osiyanasiyana a zomangamanga, kuphatikiza kuyika kwa ogwiritsa ntchito, NLP, kusankha kwa othandizira, kuyanjana kwa othandizira, ndi zotuluka.

Mapeto

M'nkhaniyi, tidasanthula luso la ma AI agents mu DevOps automation, tikuyang'ana kwambiri kuphatikiza kwa ma Kiro AI-powered agents ndi LangChain kuti azitha kuyendetsa bwino komanso kuyimba. Tidawonetsa chipika chosavuta cha code chomwe chikuwonetsa kuphatikiza kwa ma Kiro AI-powered agents ndi LangChain, ndipo tidapereka mndandanda wa malamulo omwe amagwiritsidwa ntchito kwambiri ndi ma snippets a Kiro AI-powered agents ndi LangChain. Tidaphatikizanso zowonera za zomangamanga pogwiritsa ntchito Chart.js. Pogwiritsa ntchito ma AI-powered agents ndi njira zoyankhulirana, magulu a DevOps amatha kusintha ntchito, kukonza bwino, ndikuchepetsa zolakwika, kupanga makina a DevOps kukhala ogwira mtima komanso ogwira mtima.

Pangani chatbot ya LangChain

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