Leveraging Agentic AI mo Atinaʻe Tutoatasi ma Faʻaleleia AI Agent Capabilities | B4N1

Leveraging Agentic AI mo Atinaʻe Tutoatasi ma Faʻaleleia AI Agent Capabilities

8 months ago · b4n1 Read time: 5 min

Folasaga

O le mauaina o OpsVerse e StackGen o loʻo faʻailogaina ai se tulaga taua tele i le faʻaleleia o le pulega o atinaʻe. E ala i le tu'ufa'atasia o le OpsVerse's AI-powered infrastructure management capability with StackGen's expertise in agentic AI, o le tu'ufa'atasi tu'ufa'atasia ua sauni e fa'afouina le auala tatou te pulea ma tausia a tatou atina'e numera. I totonu o lenei tusiga, o le a tatou suʻesuʻeina le faʻatinoga faʻapitoa o lenei mauaina, suʻesuʻeina pe faʻapefea ona faʻaogaina le AI faʻapitoa e faʻatautaia ai le faʻatautaia o atinaʻe, ma talanoaina faʻamanuiaga ma luʻitau o lenei auala.

O le a le Agentic AI?

Agentic AI o loʻo faʻatatau i se ituaiga o atamai faʻapitoa e mafai ona tutoʻatasi le faia o filifiliga ma le faia o gaioiga. E le pei o faiga masani a AI, lea e faʻalagolago i tulafono ma algorithms ua uma ona faʻatulagaina, e mafai ona aʻoaʻoina, faʻafetaui, ma faʻaleleia le faʻaogaina o le AI i le aluga o taimi, e mafai ai ona latou tali atu i siosiomaga lavelave ma le malosi. I le tulaga o le pulega o atinaʻe, e mafai ona faʻaogaina le AI e faʻaaogaina galuega e pei o le mataʻituina, faʻafitauli, ma le tausiga, faʻasaʻolotoina o tagata faigaluega mo nisi faʻataʻitaʻiga ma maualuga-taua gaioiga.

Fa'atinoga Fa'atekinisi

O le fa'atinoga fa'atekinisi o le mauaina e StackGen o OpsVerse e aofia ai le tu'ufa'atasia o le fa'aogaina o fa'atonuga fa'apitoa a le OpsVerse fa'atasi ai ma le fa'atulagaina o AI fa'atonu a StackGen. O lenei tu'ufa'atasiga e mafai ai ona fa'atūina ni fa'alapotopotoga tuto'atasi fa'atonu e mafai ona a'oa'oina, fetuutuuna'i, ma fa'atupuina i le aluga o taimi, e mafai ai ona latou tali atu i si'osi'omaga lavelave ma le malosi.

Agentic AI Framework

O le faʻavae AI faʻapitoa e faʻaaogaina e StackGen e faʻavae i luga o le faletusi LangChain, lea e tuʻuina atu ai se seti o meafaigaluega ma API mo le fausiaina o faiga faʻapitoa AI. LangChain ua mamanuina ina ia mafai ai ona fausia ni sui tutoʻatasi e mafai ona aʻoaʻoina, fetuutuunai, ma faʻaleleia i le aluga o taimi, e mafai ai ona latou tali atu i siosiomaga lavelave ma le malosi.

faaulufale mai le langchain

# Fausia se sui fou
sui = langchain.Agent(
    igoa="infrastructure_manager",
    filifili=[
        langchain.Tasks(
            task="monitor_infrastructure",
            action="check_system_status",
            taui=10,
            fa'asalaga=-5,
        ),
        langchain.Tasks(
            task="troubleshoot_infrastructure",
            action="run_diagnostic_tools",
            taui=20,
            fa'asalaga=-10,
        ),
    ],
)

# Aoao le sooupu
agent.train(
    num_episodes=100,
    max_steps_per_episode=100,
    learning_rate=0.01,
    gamma=0.9,
)

# Faʻapipiʻi le sooupu
agent.deploy(
    siosiomaga="gaosimea",
    mata'itu_vato=60,
    alerting_threshold=5,
)

Fa'atasi ma OpsVerse

OpsVerse's AI-powered infrastructure management capability o loʻo tuʻufaʻatasia ma le StackGen's agentic AI framework e faʻaaoga ai se seti o API ma fesoʻotaʻiga faʻamatalaga. O lenei tu'ufa'atasiga e mafai ai ona fa'atūina ni fa'alapotopotoga tuto'atasi fa'atonu e mafai ona a'oa'oina, fetuutuuna'i, ma fa'atupuina i le aluga o taimi, e mafai ai ona latou tali atu i si'osi'omaga lavelave ma le malosi.

Faamanuiaga

O le tuʻufaʻatasia o le faʻaogaina o le faʻaogaina o atinaʻe faʻapitoa a le OpsVerse ma le StackGen's agentic AI framework e ofoina atu le tele o faʻamanuiaga, e aofia ai:

  • Fa'aleleia le lelei: E mafai e le au fa'atonu tuto'atasi pulega fa'apitoa ona fa'autometi galuega e pei o le mata'ituina, fo'i fa'afitauli, ma le tausiga, fa'asa'oloto tagata faigaluega mo le tele o galuega fa'ata'atia ma maualuga.
  • ** Faʻaleleia le faʻalauteleina**: E mafai ona aʻoaʻoina, fetuutuunaʻi, ma faʻaleleia faiga AI Agentic i le aluga o taimi, e mafai ai ona latou tali atu i siosiomaga lavelave ma le malosi.
  • Fa'ateleina le fa'atuatuaina: E mafai ona iloa ma tali atu i fa'afitauli i le taimi tonu, e fa'aitiitia ai le fa'aletonu ma le leiloa o fa'amaumauga.
  • Fa'ai'uga sili ona lelei: E mafai e le Agentic AI system ona fa'avasega fa'amaumauga lavelave ma fai fa'ai'uga fa'apitoa, e mafai ai ona sili atu le lelei o le fa'afoega o atina'e tetele.

Lu'itau

E ui o le tuʻufaʻatasia o le OpsVerse's AI-powered infrastructure management capability with StackGen's agentic AI framework e ofoina atu le tele o penefiti, e tele foʻi luʻitau e mafaufau i ai, e aofia ai:

  • ** Faigata**: Agentic AI faiga e mafai ona lavelave ma faigata ona malamalama i ai, e manaʻomia ai le tomai faʻapitoa ma punaoa e atiaʻe ma tausia.
  • Aiga o fa'amaumauga: E mana'omia e le Agentic AI fa'amaumauga e a'oa'o ma fetuutuuna'i, lea e faigata ona maua ma tausia.
  • Saogalemu: E manaʻomia e le au pulega tutoʻatasi le pulega o aseta ma le saogalemu le avanoa i faʻamaumauga maʻaleʻale ma faiga, e mafai ona luʻitau le faʻatinoina ma le tausia.
  • Usia fa'atonutonu: E tatau i le Agentic AI system ona tausisia tulafono ma tulaga fa'atatau, e mafai ona lu'itau le fa'atautaia.

Top 5-10 Poloaiga/Snippets Tele Fa'aaogaina

O le pito i luga 5-10 pito sili ona faʻaaogaina poloaiga / snippets mo lenei tekinolosi:

  1. langchain.Agent.create(): Fausia se sui fou.
  2. langchain.Tasks.add(): Faaopoopo se galuega fou i le filifili a le sooupu.
  3. langchain.Agent.train(): Fa'aa'oa'o le sooupu e fa'aaoga se numera fa'apitoa o vaega ma le fua o le a'oa'oina.
  4. langchain.Agent.deploy(): Tu'u le sooupu i se siosiomaga fa'apitoa.
  5. langchain.Agent.monitor(): Mataʻituina le faʻatinoga a le sooupu ma tuʻuina atu faʻamatalaga moni.
  6. langchain.Agent.alert(): Tuuina atu fa'aaliga i pule pe a iloa e le sui fa'afitauli.
  7. langchain.Agent.update(): Fa'afouina le malamalama o le sui sooupu ma fa'afetaui i suiga suiga.
  8. langchain.Agent.evaluate(): Iloilo le faatinoga a le sooupu ma tuuina atu fautuaga mo le faaleleia.
  9. langchain.Agent.visualize(): Va'aia le fa'atinoga a le sooupu ma maua ai fa'amatalaga i ana amio.
  10. langchain.Agent.export(): Tu'u atu i fafo le faavae o le malamalama ma le faatulagaga o le sooupu i se faila.

Va'aiga

Ole fa'aaliga lea ole fa'avae ole AI fa'aoga le Chart.js:

{
  "type": "pa",
  "fa'amatalaga": {
    "labels": ["Monitoring", "Troubleshooting", "Maintenance"],
    "fa'amaumauga": [
      {
        "label": "Agent Performance",
        "faamatalaga": [80, 90, 70],
        "Lulu lanu": ["#4CAF50", "#FF9800", "#2196F3"]
      }
    ]
  },
  "filifiliga": {
    "igoa": {
      "fa'aaliga": moni,
      "text": "Agent Performance"
    },
    "fua": {
      "yAxes": [
        {
          "tiki": {
            "beginAtZero": moni
          }
        }
      ]
    }
  }
}

O lenei faʻaaliga o loʻo faʻaalia ai le faʻatinoga o le sui sooupu AI i vaega autu e tolu: mataʻituina, faʻafitauli, ma le tausiga. O le fa'atinoga a le sooupu e fuaina i lona gafatia e iloa ma tali atu i fa'afitauli i le taimi moni.

Fa'ai'uga

O le tu'ufa'atasia o fa'atonuga fa'atonutonu a le OpsVerse's AI-powered infrastructure ma le StackGen's agentic AI framework e ofoina atu ai le tele o fa'amanuiaga, e aofia ai le fa'aleleia atili o le lelei, fa'aleleia atili le fa'alauteleina, fa'atupula'ia le fa'atuatuaina, ma sili atu le faia o filifiliga. E ui ina tele lu'itau e tatau ona mafaufau i ai, e aofia ai le lavelave, tulaga lelei o fa'amaumauga, saogalemu, ma le tausisia o tulafono faatonutonu, ae o le aoga o lenei faiga ua avea ai ma se vaega manaia ma manuia o su'esu'ega ma atina'e. Aʻo faʻaauau pea ona faʻaleleia le tekonolosi, e mafai ona tatou faʻamoemoe e vaʻai i le tele o faʻaoga fou a le sui sooupu AI i le tulaga o le pulega o atinaʻe.

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