Dala umenzeli we-Kiro | B4N1

Dala umenzeli we-Kiro

3 months ago · b4n1 Read time: 3 min

Ukwakha Izinhlelo Zesoftware Eziqinile nge-AI-Powered DevOps Automation

Isingeniso

Ezweni lanamuhla elisheshayo ledijithali, izinhlelo zesofthiwe ziya ngokuya ziba yinkimbinkimbi futhi zixhumeke, okuwenza abe sengozini enkulu yokwehluleka kanye nesikhathi sokuphumula. Ukuze kuncishiswe lezi zingozi, izinhlangano ziphendukela ku-AI-powered DevOps automation ukuze zakhe amasistimu esofthiwe aqinile angakwazi ukuzivumelanisa nezimo ezishintshayo futhi anciphise umthelela wokucisha. Kulesi sihloko, sizohlola umqondo wamasu we-ZeroOps nokuthi ama-ejenti anikwe amandla e-Kiro AI kanye ne-LangChain angasetshenziswa kanjani ukuze kuthuthukiswe i-DevOps automation, ingqalasizinda echazwe yi-software esebenzayo kanye nokwenziwa kwezinqumo okuqhutshwa yi-AI.

Yini i-ZeroOps?

I-ZeroOps isu le-DevOps elihlose ukuqeda isidingo sokungenelela kwabantu ekusetshenzisweni nasekuphathweni kwezinhlelo zesofthiwe. Lokhu kufezwa ngokusebenzisa amathuluzi ezishintshayo anamandla e-AI angakwazi ukubona, ukuxilonga, nokuxazulula izinkinga ngaphandle kokubandakanyeka komuntu. I-ZeroOps isekelwe ezimisweni zokuhlanganisa okuqhubekayo nokusatshalaliswa okuqhubekayo (CI/CD), lapho izinguquko zekhodi zakhiwe ngokuzenzakalelayo, zihlolwe, futhi zithunyelwe ezindaweni zokukhiqiza.

I-Kiro AI-Powered Agents

I-Kiro iyi-ejenti enamandla ye-AI engasetshenziswa ukwenza imisebenzi ehlukahlukene ye-DevOps, njengokuqapha, ukugawulwa kwemithi, kanye nokuphendula ngezigameko. I-Kiro isebenzisa ama-algorithms okufunda komshini ukuze ihlaziye idatha yesistimu futhi ibikezele izinkinga ezingaba khona ngaphambi kokuthi zenzeke. Lokhu kuvumela ukuthi kuthathwe izinyathelo ezisebenzayo ukuze kunqandwe ukunqamuka nokunciphisa isikhathi sokuphumula.

LangChain

I-LangChain yilabhulali ye-Python ehlinzeka ngohlaka lokwakha izinhlelo zokusebenza ze-AI zokuxoxa. Ingasetshenziselwa ukudala ama-chatbots, abasizi bezwi, nezinye izixhumanisi zengxoxo ezingase zihlanganyele nabasebenzisi nezinye izinhlelo. I-LangChain iwusizo ikakhulukazi ekwakheni izinhlelo ze-ZeroOps, njengoba ingasetshenziswa ukudala izixhumanisi zengxoxo ezinganikeza impendulo yesikhathi sangempela kanye nesiqondiso kubathuthukisi nabaqhubi.

Ukusebenzisa i-ZeroOps nge-Kiro ne-LangChain

Ukuze usebenzise i-ZeroOps nge-Kiro ne-LangChain, kuzodingeka silandele lezi zinyathelo:

  1. Setha i-Kiro: Faka i-Kiro kusistimu yakho futhi uyilungiselele ukuze igade amalogi namamethrikhi ohlelo lwakho lokusebenza.
  2. Dala isixhumi esibonakalayo se-LangChain: Sebenzisa i-LangChain ukuze udale i-interface yengxoxo engaxhumana ne-Kiro futhi inikeze impendulo yesikhathi sangempela kanye nesiqondiso kubathuthukisi nabaqhubi.
  3. Hlanganisa i-Kiro ne-LangChain: Sebenzisa i-LangChain API ukuze uhlanganise i-Kiro nesixhumi esibonakalayo sengxoxo.
  4. Hambisa ekukhiqizweni: Thumela isistimu yakho ye-ZeroOps ekukhiqizeni futhi uhlole ukusebenza kwayo.

Isibonelo sekhodi

Nasi isibonelo esilula sokuthi ungasebenzisa kanjani i-Kiro ne-LangChain ukwenza ngokuzenzakalelayo umsebenzi we-DevOps:

ngenisa i-kiro
kusuka ku-langchain yokungenisa i-LLMS


kiro_agent = kiro.Agent()

# Dala i-LLMS ye-LangChain
llms = LLMS(
    imodeli="davinci",
    izinga lokushisa=0.7,
    max_tokens=2048,
    ima=["\n", "\n\n"],
)

# Chaza umsebenzi wokuzenzakalelayo umsebenzi we-DevOps
def automate_task():
    # Sebenzisa i-Kiro ukuqapha izingodo zohlelo lokusebenza namamethrikhi
    izingodo = kiro_agent.get_logs()
    amamethrikhi = kiro_agent.get_metrics()

    # Sebenzisa i-LangChain ukuze uhlaziye izingodo namamethrikhi
    ukuhlaziywa = llms.run(
        input={"logs": logs, "metrics": metrics},
        umsebenzi="hlaziya",
    )

    # Thatha isinyathelo esisekelwe ekuhlaziyeni
    if analysis["result"] == "indaba":
        # Thatha isinyathelo sokulungisa
        kiro_agent.take_action()

# Qalisa umsebenzi
automate_task()

Imiyalo/Amazwibela Aphezulu Okuyi-5-10

Nansi eminye yemiyalo evame ukusetshenziswa kakhulu namazwibela we-Kiro ne-LangChain:

  1. Kiro: kiro_agent.get_logs(): Thola amalogi ohlelo lokusebenza ku-Kiro.
  2. Kiro: kiro_agent.get_metrics(): Thola amamethrikhi ohlelo lokusebenza ku-Kiro.
  3. LangChain: llms.run(input={"logs": logs, "metrics": metrics}, task="hlaziya"): Hlaziya amalogi namamethrikhi usebenzisa i-LangChain.
  4. Kiro: kiro_agent.take_action(): Thatha isinyathelo sokulungisa ngokusekelwe ekuhlaziyeni.
  5. LangChain: llms.generate_response(input={"user": "hello"}, task="response"): Khiqiza impendulo kokokufaka komsebenzisi.
  6. Kiro: kiro_agent.get_status(): Thola isimo sohlelo lokusebenza.
  7. LangChain: llms.run(input={"logs": logs, "metrics": metrics}, task="predict"): Qagela izinkinga ezingaba khona usebenzisa i-LangChain.
  8. Kiro: kiro_agent.set_config(config={"log_level": "debug"}): Setha ukucushwa kwe-Kiro.
  9. LangChain: llms.run(input={"user": "help"}, task="help"): Nikeza usizo kumsebenzisi.
  10. Kiro: kiro_agent.get_logs(limit=100): Thola amalogi ohlelo lokusebenza ayi-100 okugcina ku-Kiro.

Ukubona

Nakhu ukubuka ngeso okulula kohlelo lwe-ZeroOps kusetshenziswa i-Chart.js:

{
  "type": "bar",
  "idatha": {
    "labels": ["Ukuqapha", "Ukuhlaziya", "Isenzo"],
    "idathasethi": [
      {
        "label": "Isikhathi",
        "idatha": [10, 20, 30],
        "backgroundColor": ["#FF6384", "#36A2EB", "#FFCE56"]
      }
    ]
  },
  "izinketho": {
    "isihloko": {
      "Display": iqiniso,
      "text": "ZeroOps System"
    },
    "izikali": {
      "yAxes": [
        {
          "imikhaza": {
            "beginAtZero": kuyiqiniso
          }
        }
      ]
    }
  }
}

Lokhu kubukwa kukhombisa isikhathi esithathwe esigabeni ngasinye sesistimu ye-ZeroOps, ukusuka ekuqaphelweni kuya esenzweni.

Isiphetho

Kulesi sihloko, sihlole umqondo wamasu we-ZeroOps nokuthi ama-ejenti anikwe amandla e-Kiro AI kanye ne-LangChain angasetshenziswa kanjani ukuze kuthuthukiswe i-DevOps automation, ingqalasizinda echazwe yi-software esebenzayo kanye nokwenziwa kwezinqumo okuqhutshwa yi-AI. Siphinde sanikeza isibonelo esilula sekhodi kanye nokubonwa kwesistimu ye-ZeroOps. Ngokusebenzisa i-ZeroOps, izinhlangano zingakha izinhlelo zesofthiwe eziqinile ezingavumelana nezimo ezishintshayo futhi zinciphise umthelela wokucisha.


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