Leveraging Agentic AI yeAutonomous Infrastructure ine Enhanced AI Agent Kugona | B4N1

Leveraging Agentic AI yeAutonomous Infrastructure ine Enhanced AI Agent Kugona

8 months ago · b4n1 Read time: 3 min

Nhanganyaya

Kutorwa kweOpsVerse neStackGen kunoratidza chiitiko chakakosha mukushanduka kwekutonga kwezvivakwa. Nekubatanidza OpsVerse's AI-powered manejimendi manejimendi kugona nehunyanzvi hweStackGen muagentiki AI, sangano rakasanganiswa rakagadzirira kushandura mabatiro atinoita nekuchengetedza madhijitari edu. Muchinyorwa chino, isu tichatarisa mukati mekuita tekinoroji yekutorwa uku, tichiongorora mashandisirwo eAI agent inogona kushandiswa kuita otomatiki manejimendi ezvivakwa, uye kukurukura mabhenefiti uye matambudziko eiyi nzira.

Chii chinonzi Agent AI?

Agentic AI inoreva rudzi rwehungwaru hwekugadzira hunokwanisa kuzvitonga pakuita sarudzo uye kutora matanho. Kusiyana nemaitiro echinyakare AI masisitimu, ayo anovimba neakafanorongwa mitemo uye algorithms, agenti AI masisitimu anogona kudzidza, kugadzirisa, uye kushanduka nekufamba kwenguva, achivagonesa kupindura kune yakaoma uye ine simba nharaunda. Mumamiriro ezvinhu ekutonga kwezvivakwa, agent AI inogona kushandiswa kuita otomatiki mabasa akadai sekutarisa, kugadzirisa matambudziko, uye kugadzirisa, kusunungura zviwanikwa zvevanhu kune zvimwe zvine hungwaru uye zvakakosha-zviitwa.

Kuitwa kwehunyanzvi

Kuitwa kwehunyanzvi kwekutora kweStackGen kweOpsVerse kunosanganisira kubatanidza OpsVerse's AI-powered manejimendi manejimendi masimba neStackGen's agentic AI framework. Kubatanidzwa uku kunogonesa kugadzirwa kweanozvimirira ezvivakwa manejimendi manejimendi ayo anogona kudzidza, kugadzirisa, uye kushanduka nekufamba kwenguva, zvichiita kuti vakwanise kupindura kune dzakaoma uye dzakasimba nharaunda.

Agenti AI Framework

Iyo agentic AI framework inoshandiswa neStackGen yakavakirwa paLangChain raibhurari, iyo inopa seti yezvishandiso uye maAPIs ekuvaka agentic AI masisitimu. LangChain yakagadzirirwa kugonesa kusikwa kweanozvimiririra ejenti anogona kudzidza, kugadzirisa, uye kushanduka nekufamba kwenguva, zvichiita kuti vakwanise kupindura kune dzakaoma uye dzakasimba nharaunda.

import langchain

# Gadzira mumiriri mutsva
mumiririri = langchain.Agent(
    zita = "infrastructure_manager",
    cheni=[
        langchain.Tasks(
            basa="monitor_infrastructure",
            chiito = "check_system_status",
            mubayiro=10,
            chirango=-5,
        ),
        langchain.Tasks(
            basa="proubleshoot_infrastructure",
            chiito = "run_diagnostic_tools",
            mubayiro=20,
            chirango=-10,
        ),
    ],
)

# Dzidzisa mumiririri
agent.train(
    num_episodes=100,
    max_steps_per_episode=100,
    kudzidza_chiyero=0.01,
    gamma=0.9,
)

# Tumira mumiririri
agent.deploy(
    nharaunda = "kugadzirwa",
    monitoring_interval=60,
    alerting_threshold=5,
)

Kubatanidzwa neOpsVerse

OpsVerse's AI-powered manejimendi manejimendi masimba anosanganiswa neStackGen's agentic AI framework uchishandisa seti yeAPIs uye data interfaces. Kubatanidzwa uku kunogonesa kugadzirwa kweanozvimirira ezvivakwa manejimendi manejimendi ayo anogona kudzidza, kugadzirisa, uye kushanduka nekufamba kwenguva, zvichiita kuti vakwanise kupindura kune dzakaoma uye dzakasimba nharaunda.

Benefits

Iko kubatanidzwa kweOpsVerse's AI-powered manejimendi manejimendi masimba neStackGen's agetic AI framework inopa huwandu hwemabhenefiti, kusanganisira:

  • Kunatsiridza mashandiro: Vanozvimiririra manejimendi ezvivakwa vanogona kuita otomatiki mabasa akadai sekutarisa, kugadzirisa dambudziko, uye kugadzirisa, kusunungura zviwanikwa zvevanhu kune zvimwe zvine hungwaru uye zvakakosha-zviitwa.
  • Kuwedzera scalability: Agentic AI masisitimu anogona kudzidza, kuchinjika, uye kushanduka nekufamba kwenguva, achivagonesa kupindura kune yakaoma uye ine simba nharaunda.
  • ** Kuwedzera kuvimbika **: Vanozvimiririra manejimendi manejimendi vamiririri vanogona kuona uye kupindura kumatambudziko munguva-chaiyo, kuderedza njodzi yekuderera uye kurasikirwa kwedata.
  • Kuita sarudzo kurinani: maAgentic AI masisitimu anogona kuongorora akaomesesa data seti uye kuita sarudzo dzine ruzivo, ichigonesa hunoshanda hutongi hwezvivakwa.

Matambudziko

Nepo kubatanidzwa kweOpsVerse's AI-powered manejimendi manejimendi masimba neStackGen's agetic AI framework inopa huwandu hwemabhenefiti, kune zvakare akati wandei matambudziko ekufunga, anosanganisira:

  • Kuomarara: Agentic AI masisitimu anogona kuve akaoma uye akaoma kunzwisisa, anoda hunyanzvi hunyanzvi uye zviwanikwa zvekugadzira nekuchengetedza.
  • ** Hunhu hwe data**: maAgentic AI masisitimu anoda data remhando yepamusoro kuti udzidze uye uchinje, izvo zvinogona kunetsa kuwana nekuchengetedza.
  • ** Chengetedzo **: Vanozvimiririra manejimendi manejimendi evamiririri vanoda kuwana kwakachengeteka kune yakakosha data uye masisitimu, izvo zvinogona kunetsa kuita nekuchengetedza.
  • Kutevedzwa kwemitemo: maAgentic AI masisitimu anofanirwa kutevedzera akakodzera mirau uye zviyero, izvo zvinogona kunetsa kufamba.

Yepamusoro 5-10 Yakanyanya Kushandiswa Mirairo / Zvimedu

Heano iwo epamusoro 5-10 anonyanya kushandiswa mirairo / snippets yeiyi tekinoroji:

  1. langchain.Agent.create(): Inogadzira mumiririri mutsva.
  2. langchain.Tasks.add(): Inowedzera basa idzva kucheni yemumiririri.
  3. langchain.Agent.train(): Inodzidzisa mumiririri uchishandisa nhamba yakatarwa yezvikamu uye mwero wekudzidza.
  4. langchain.Agent.deploy(): Inoendesa mumiririri kunzvimbo yakatarwa.
  5. langchain.Agent.monitor(): Inotarisa mashandiro emumiririri uye inopa mhinduro chaiyo-nguva.
  6. langchain.Agent.alert(): Inotumira chenjedzo kuvatungamiriri kana mumiririri aona nyaya.
  7. langchain.Agent.update(): Inogadziridza hwaro hweruzivo rwemumiririri uye kujairana nekuchinja nharaunda.
  8. langchain.Agent.evaluate(): Inoongorora mashandiro emumiririri uye inopa mazano ekuvandudza.
  9. langchain.Agent.visualize(): Inoona mashandiro emumiririri uye inopa ruzivo rwemaitiro ayo.
  10. langchain.Agent.export(): Inoendesa kunze kweruzivo rwemumiririri uye magadzirirwo kufaira.

Kuona

Heino ratidziro yeagentic AI framework uchishandisa Chart.js:

{
  "type": "bha",
  "data": {
    "labels": ["Kutarisa", "Matambudziko", "Maintenance"],
    "datasets": [
      {
        "label": "Kuita Kwemumiririri",
        "data": [80, 90, 70],
        "backgroundColor": ["#4CAF50", "#FF9800", "#2196F3"]
      }
    ]
  },
  "sarudzo": {
    "zita": {
      "kuratidza": chokwadi,
      "text": "Mashandiro emumiririri"
    },
    "zvikero": {
      "yAxes": [
        {
          "zvikwekwe": {
            "beginAtZero": chokwadi
          }
        }
      ]
    }
  }
}

Ichi chitarisiko chinoratidza kuita kweagentic AI mumiriri munzvimbo nhatu dzakakosha: kutarisa, kugadzirisa matambudziko, uye kugadzirisa. Kuita kwemumiririri kunoyerwa maererano nekugona kwayo kuona uye kupindura kumatambudziko munguva chaiyo.

Mhedziso

Iko kubatanidzwa kweOpsVerse's AI-powered manejimendi manejimendi masimba neStackGen's agentic AI framework inopa huwandu hwemabhenefiti, anosanganisira kuvandudza kugona, kuwedzera scalability, kuwedzera kuvimbika, uye zvirinani kuita sarudzo. Kunyange paine matambudziko akati wandei ekufunga nezvawo, anosanganisira kuomarara, mhando yedata, chengetedzo, uye kutevedza kwemitemo, mabhenefiti anogona kuitika eiyi nzira anoita kuti ive inonakidza uye inovimbisa nzvimbo yekutsvaga nekusimudzira. Sezvo tekinoroji ichiramba ichishanduka, isu tinogona kutarisira kuona zvakatonyanya kuvandudza mashandisirwo eagetic AI mumunda wekutonga kwezvivakwa.

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