ZeroOps: Ibi ti DevOps pẹlu Awọn Aṣoju AI ati Awọn amayederun Adaṣe | B4N1

ZeroOps: Ibi ti DevOps pẹlu Awọn Aṣoju AI ati Awọn amayederun Adaṣe

8 months ago · b4n1 Read time: 4 min

** ZeroOps: Nbo ti DevOps pẹlu Awọn Aṣoju AI ati Awọn amayederun Aladani ***

Ibere

Ni ala-ilẹ ti n dagba nigbagbogbo ti idagbasoke sọfitiwia, imọran ti ZeroOps ti farahan bi ọna rogbodiyan si isọdọtun DevOps. Nipa lilo agbara ti awọn aṣoju AI, LangChain, ati StackGen, ZeroOps ṣe ifọkansi lati ṣe adaṣe ati mu gbogbo igbesi-aye idagbasoke sọfitiwia ṣiṣẹ, ṣiṣe ki o ṣee ṣe fun awọn ajo lati ṣaṣeyọri awọn ipele airotẹlẹ ti ṣiṣe, scalability, ati igbẹkẹle. Ninu nkan yii, a yoo lọ sinu imuse imọ-ẹrọ ti ZeroOps, ṣawari ikorita rẹ pẹlu isọdọtun DevOps, akiyesi oye, ati adaṣe.

Kini ZeroOps?

ZeroOps jẹ ọna gige-eti si DevOps ti o mu awọn aṣoju AI ṣiṣẹ, ikẹkọ ẹrọ, ati adaṣe lati yọkuro iwulo fun ilowosi eniyan ni ilana idagbasoke sọfitiwia. Nipa ṣiṣe adaṣe awọn iṣẹ ṣiṣe, ibojuwo, ati ṣiṣe ipinnu, ZeroOps n fun awọn ajo laaye lati ṣaṣeyọri akoko-si-ọja yiyara, didara ilọsiwaju, ati awọn idiyele idinku.

** Ipa ti Awọn aṣoju AI ni ZeroOps ***

Awọn aṣoju AI ṣe ipa pataki ninu ZeroOps, ṣiṣe bi ẹhin ti adaṣe ati ilana ṣiṣe ipinnu. Awọn aṣoju wọnyi jẹ apẹrẹ lati kọ ẹkọ lati inu data, ni ibamu si awọn agbegbe iyipada, ati ṣe awọn ipinnu alaye ti o da lori awọn algoridimu eka ati awọn awoṣe ikẹkọ ẹrọ.

** LangChain: Ilana Aṣoju AI ***

LangChain jẹ ilana orisun-ìmọ fun kikọ awọn aṣoju AI ti o le ṣe ajọṣepọ pẹlu eniyan, awọn aṣoju miiran, ati awọn eto ita. O pese eto awọn irinṣẹ ati awọn ile-ikawe fun ṣiṣẹda, ikẹkọ, ati imuṣiṣẹ awọn aṣoju AI, ṣiṣe ni yiyan pipe fun awọn imuse ZeroOps.

StackGen: Ohun elo Automation Infrastructure

StackGen jẹ ohun elo ti o lagbara fun ṣiṣe adaṣe adaṣe ati iṣakoso awọn amayederun, pẹlu awọn ẹrọ foju, awọn apoti, ati awọn orisun awọsanma. O nlo sintasi asọye lati ṣalaye awọn atunto amayederun, jẹ ki o rọrun lati ṣakoso awọn agbegbe eka.

** imuse Imọ-ẹrọ ti ZeroOps ***

Lati ṣe ZeroOps nipa lilo LangChain ati StackGen, a nilo lati tẹle awọn igbesẹ wọnyi:

  1. ** Ṣeto Aṣoju AI ***: Ṣẹda oluranlowo AI nipa lilo LangChain ti o le ṣe ibaraẹnisọrọ pẹlu awọn amayederun, ṣe atẹle iṣẹ, ati ṣe awọn ipinnu ti o da lori data.
  2. ** Tunto StackGen ***: Ṣetumo iṣeto amayederun nipa lilo StackGen, sisọ awọn orisun, awọn nẹtiwọọki, ati awọn eto aabo ti o nilo fun ohun elo naa.
  3. ** Ṣepọ LangChain ati StackGen ***: Ṣepọ oluranlowo AI pẹlu StackGen, ṣiṣe oluranlowo lati ṣe adaṣe awọn iṣẹda amayederun, iwọn, ati iṣakoso.
  4. ** Ṣe akiyesi Ifojusi Oye ***: Lo LangChain lati ṣe akiyesi akiyesi oye, ṣiṣe oluranlowo AI lati ṣe atẹle iṣẹ ṣiṣe, ṣawari awọn aiṣan, ati ṣe awọn ipinnu alaye.

** Apẹẹrẹ Wulo: Ṣiṣẹda Awọn amayederun adaṣe adaṣe pẹlu StackGen ati LangChain ***

Eyi ni apẹẹrẹ ti o rọrun ti bii o ṣe le ṣe adaṣe awọn ẹda amayederun nipa lilo StackGen ati LangChain: `` Python gbe wọle stackgen lati Aṣoju agbewọle langchain

infrastructure_config = { "awọn orisun": { "vm": { "iru": "t2.micro", "ka": 2 } }, "awọn nẹtiwọki": { "vpc": { "cidr_block": "10.0.0.0/16" } }, "aabo": { "Ofin_ogiriina": [ { "protocol": "tcp", "ibudo": 80 } ] } }

Ṣẹda apẹẹrẹ StackGen

stackgen_instance = stackgen.StackGen(infrastructure_config)

Ṣe alaye aṣoju AI

aṣoju = Aṣoju ( orukọ = "aṣoju_amayederun", awoṣe = "langchain/awoṣe: titun", Quick="Ṣẹda amayederun pẹlu iṣeto ni atẹle: {infrastructure_config}" )

Ṣepọ aṣoju AI pẹlu StackGen

stackgen_instance.integrate_agent(aṣoju)

Ṣiṣẹda amayederun adaṣe

stackgen_instance.create_infrastructure()

Koodu yii n ṣalaye iṣeto amayederun nipa lilo StackGen, ṣẹda aṣoju AI kan nipa lilo LangChain, ati pe o ṣepọ aṣoju pẹlu StackGen. Nikẹhin, o ṣe adaṣe awọn ẹda amayederun nipa lilo aṣoju AI.

** Top 5-10 Awọn aṣẹ ti a lo julọ / awọn snippets ***


Eyi ni diẹ ninu awọn aṣẹ ti o wọpọ julọ ati awọn snippets fun ZeroOps ni lilo LangChain ati StackGen:

1. `stackgen create_infrastructure`: Ṣẹda amayederun lilo iṣeto ni asọye.
2. `aṣoju langchain ṣẹda': Ṣẹda aṣoju AI tuntun kan.
3. `langchain aṣoju reluwe`: Kọ awọn AI oluranlowo lilo a dataset.
4. `stackgen integrate_agent`: Ṣepọ awọn AI oluranlowo pẹlu StackGen.
5. `aṣoju langchain ransogun': Ran oluranlowo AI ti oṣiṣẹ lọ si agbegbe iṣelọpọ kan.
6. `stackgen get_infrastructure_status`: Gba ipo ti amayederun ti o ṣẹda.
7. `Aṣoju langchain get_metrics`: Gba awọn metiriki lati ọdọ aṣoju AI.
8. `stackgen update_infrastructure_config`: Mu awọn amayederun iṣeto ni.
9. `langchain oluranlowo update_model`: Ṣe imudojuiwọn awoṣe aṣoju AI.
10. `stackgen delete_infrastructure`: Pa awọn amayederun ti o ṣẹda rẹ.

** Iworan ***


Eyi ni iwoye ti faaji ZeroOps nipa lilo Chart.js:
`` json
{
  "type": "ọgọ",
  "data": {
    "aami": ["DevOps", "ZeroOps"],
    "awọn ipilẹ data": [
      {
        "label": "Adaaṣe",
        "data": [50, 100],
        "backgroundColor": ["rgba (255, 99, 132, 0.2)", "rgba (54, 162, 235, 0.2)"],
        "BorderColor": ["rgba (255, 99, 132, 1)", "rgba(54, 162, 235, 1)"],
        "AalaWidth": 1
      },
      {
        "label": "Oye akiyesi",
        "data": [75, 100],
        "backgroundColor": ["rgba(255, 206, 86, 0.2)", "rgba (75, 192, 192, 0.2)"],
        "BorderColor": ["rgba (255, 206, 86, 1)", "rgba (75, 192, 192, 1)"],
        "AalaWidth": 1
      }
    ]
  },
  "awọn aṣayan": {
    "akọle": {
      "ifihan": otitọ,
      "text": "ZeroOps Architecture"
    },
    "iwọn": {
      "yAxes": [
        {
          "awọn ami": {
            "beginAtZero": otitọ
          }
        }
      ]
    }
  }
}

Iwoye yii ṣe afihan lafiwe laarin DevOps ibile ati ZeroOps, ti n ṣe afihan adaṣe ti o pọ si ati awọn agbara akiyesi oye ti ZeroOps.

Ipari

ZeroOps jẹ ọna rogbodiyan si isọdọtun DevOps ti o mu awọn aṣoju AI ṣiṣẹ, LangChain, ati StackGen lati ṣe adaṣe ati mu igbesi aye idagbasoke sọfitiwia pọ si. Nipa sisọpọ awọn imọ-ẹrọ wọnyi, awọn ajo le ṣaṣeyọri awọn ipele ṣiṣe ti a ko rii tẹlẹ, iwọn, ati igbẹkẹle. Ninu àpilẹkọ yii, a ṣawari awọn imuse imọ-ẹrọ ti ZeroOps, pẹlu apẹẹrẹ ti o wulo ti awọn ẹda amayederun adaṣe nipa lilo StackGen ati LangChain. A tun pese iwoye ti faaji ZeroOps ati ṣe atokọ oke 5-10 awọn aṣẹ ti a lo julọ ati awọn snippets fun ZeroOps.


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