Autonomous Infrastructure Orchestration le StackGen le LangChain

Kenyelletso

Mehleng ea li-DevOps le lits'ebetso tsa tlhaho tsa maru, ho hlophisoa ha meaho e fetohile karolo ea bohlokoa ea nts'etsopele ea software ea sejoale-joale. Lisebelisoa tsa setso tsa ho hlophisa libopeho tsa motheo, tse kang Ansible, Terraform, le CloudFormation, li entse likhatelo-pele tse kholo tsa ho tsamaisa thepa le tsamaiso ea lisebelisoa tsa motheo. Leha ho le joalo, hangata lisebelisoa tsena li itšetlehile ka tlhophiso ea matsoho, scripting, le ho kenella ha batho, e leng se ka lebisang liphoso, ho se lumellane le mathata.

Ho sebetsana le mefokolo ena, re hloka ho phahamisa matla a Artificial Intelligence (AI) le Machine Learning (ML) ho theha litsamaiso tse ikemetseng tsa meaho ea motheo. Sehloohong sena, re tla hlahloba hore na StackGen le LangChain li ka sebelisoa joang ho haha sistimi e joalo, e nolofalletsang boits'oaro bo feteletseng ba DevOps le ho fetola tsela eo re tsamaisang litšebeletso tsa motheo.

StackGen ke eng?

StackGen ke sesebelisoa se bulehileng, sa tlhaho sa maru se sebelisang mofuta oa tlhophiso ea phatlalatso ho hlalosa le ho laola lisebelisoa tsa meralo. E etselitsoe hore e qhekellehe haholo, e tenyetsehe, 'me e atolosoe, e e etsa khetho e nepahetseng bakeng sa phepelo ea meaho e meholo, e rarahaneng.

Moralo oa mantlha oa StackGen o ipapisitse le moralo o hlophisitsoeng, oa plug-in-based, o lumellang batho ba ntlafatsang ho holisa le ho hlophisa tšebetso ea ona habonolo. Mokhoa ona oa modularity o boetse o thusa StackGen hore e kopane ka mokhoa o tsitsitseng le lisebelisoa tse ling le meralo, e kang LangChain, eo re tla e tšohla ka mor'a moo.

LangChain ke eng?

LangChain ke moralo o hahang, oa mohloli o bulehileng oa ho aha lits'ebetso tsa puisano tsa AI. E fana ka lisebelisoa tse matla le li-API tsa ho theha li-chatbots, bathusi ba lentsoe, le li-interfaces tse ling tsa moqoqo. LangChain e hahiloe ka holim'a LangChain Core, e leng mohaho o matla haholo, o ajoang bakeng sa ho sebetsa le ho hlahisa puo e kang ea batho.

Likarolo tsa bohlokoa tsa LangChain li kenyelletsa:

Moqoqo oa AI: LangChain e thusa batho ba ntlafatsang ho haha likhokahano tsa lipuisano tse ka utloisisang le ho arabela ho kenya letsoho puong ea tlhaho.
Tlhahiso ea AI: LangChain e fana ka mefuta e mengata ea tlhahiso ea AI, ho kenyelletsa le mefuta ea mongolo ho ea ho mongolo le ea mongolo ho ea setšoantšong, e ka sebelisoang ho hlahisa mongolo o kang oa motho, litšoantšo le mecha e meng ea litaba.
**Ho kopanya **: LangChain e kopanya ka mokhoa o tsitsitseng le lisebelisoa tse ngata le mekhoa e mengata, ho kenyelletsa le StackGen, e leng se etsang hore e be khetho e nepahetseng bakeng sa ho haha mekhoa ea boithaopo ea mekhoa ea mekhoa ea boipheliso.

Ho sebelisa liakhente tsa AI le ho hlahisa AI bakeng sa Automation ea Extreme DevOps

Ho haha tsamaiso ea mekhoa ea mekhoa ea mekhoa ea boipheliso e ikemetseng ka ho sebelisa StackGen le LangChain, re hloka ho theha moemeli oa AI ea ka utloisisang le ho arabela ho kenya letsoho puong ea tlhaho. Moemeli enoa oa AI o tla ikarabella bakeng sa ho hlophisa lisebelisoa tsa meralo ea motheo, joalo ka mechini ea sebele, lijana le marang-rang.

Mona ke kakaretso ea boemo bo holimo ea meaho:

Mosebelisi: Mosebelisi o fana ka puo ea tlhaho, joalo ka kopo ea ho kenya mochini o mocha oa boitsebiso.
LangChain: Moralo oa LangChain o sebetsana le tlhahiso ea mosebedisi mme o hlahisa tlhahiso e baloang ke mochine ea kopo.
StackGen: Sesebediswa sa StackGen se fumana boemedi bo balwang ke motjhini mme se bo sebedisetse ho hlophisa mehlodi ya meralo ya motheo.
Generative AI: Moralo oa LangChain o sebelisa mefuta e hlahisang AI ho hlahisa mongolo o kang oa motho, litšoantšo le mecha e meng ea litaba ho fana ka maikutlo ho mosebedisi.

Ho bontša kaho ena, a re hlahlobeng mohlala o bonolo. A re re re batla ho sebelisa mochine o mocha oa sebele o sebelisang StackGen le LangChain. Mona ke snippet ea khoutu ea Python e bonts'ang hore na sena se ka finyelloa joang:

import langchain
ho tsoa ho stackgen import StackGen

# Theha moemeli oa LangChain
moemeli = langchain.Agent(
    lebitso = "infrastructure_orchestrator",
    mohlala="sengolwa-ho-sengolwa",
    prompt="Romela mochine o mocha o nang le li-CPU tse peli le 4 GB ea RAM",
)

# Theha mohlala oa StackGen
stackgen = StackGen()

# Sebelisa tlhahiso ea mosebelisi u sebelisa LangChain
user_input = "Kenya mochini o mocha o nang le li-CPU tse 2 le 4 GB ea RAM"
kenyo_e sebeditsweng = moemedi.process_input(kenyo_ya_mosebedisi)

# Hlophisa lisebelisoa tsa meralo u sebelisa StackGen
stackgen.deploy_vm(processed_input)

Snippet ea khoutu ena e bontša kamoo moemeli oa LangChain a sebetsanang le ho kenya letsoho ha mosebedisi le ho hlahisa setšoantšo se baloang ke mochine, se sebelisoang ke StackGen ho hlophisa lisebelisoa tsa lisebelisoa.

Top 5-10 Litaelo / Linotsoana tse Sebelisitsoeng ka ho Fetisisa

Mona ke tse 5-10 tse sebelisoang ka ho fetesisa litaelo/likotoana tsa StackGen le LangChain:

StackGen

stackgen deploy_vm <vm_config>: E sebelisa mochine o mocha oa sebele o nang le tlhophiso e boletsoeng.
stackgen delete_vm <vm_id>: E hlakola mochini o sebetsang o nang le ID e boletsoeng.
stackgen list_vms: E thathamisa mechini eohle e fumanehang sebakeng sa hajoale.
stackgen create_network <network_config>: E theha marang-rang a macha ka tlhophiso e boletsoeng.
stackgen delete_network <network_id>: E hlakola marangrang a nang le ID e boletsoeng.

LangChain

agent.process_input(<user_input>): E sebetsana le kenyo ya mosebedisi mme e hlahisa kemedi e balwang ke motjhini.
agent.generate_text(<prompt>): E hlahisa mongolo o kang oa motho ho latela molaetsa o boletsoeng.
agent.generate_image(<prompt>): E hlahisa senepe ho latela molaetsa o boletsoeng.
agent.integrate_stackgen(<stackgen_config>): E kopanya LangChain le StackGen.
agent.list_integrations(): E thathamisa likhokahano tsohle le StackGen.

Ho bona pono

Mona ke pono ea meralo ea StackGen le LangChain e sebelisang Chart.js:

{
  "type": "pieChart",
  "data": {
    "labels": ["StackGen", "LangChain"],
    "lintlha tsa boitsebiso": [
      {
        "label": "Infrastructure Orchestration",
        "data": [50, 50],
        "backgroundColor": ["#4CAF50", "#FF9800"]
      }
    ]
  },
  "likgetho": {
    "sehlooho": {
      "bontša": 'nete,
      "text": "StackGen le LangChain Architecture"
    },
    "tšōmo": {
      "pontšo": 'nete
    }
  }
}

Pontšo ena e bonts'a karohano e lekanang lipakeng tsa StackGen le LangChain moahong oa meaho ea meaho.

Qetello

Sehloohong sena, re hlahlobile hore na StackGen le LangChain li ka sebelisoa joang ho haha mohaho o ikemetseng oa tsamaiso ea litšebeletso tsa motheo. Re bonts'itse hore na moralo oa LangChain o ka sebelisoa joang ho sebetsana le mekhoa ea puo ea tlhaho le ho hlahisa litlhaloso tse baloang ke mochine, tse ka sebelisoang ke StackGen ho hlophisa lisebelisoa tsa mekhoa ea motheo. Re boetse re fane ka letoto la likaroloana tse sebetsang tsa khoutu le litaelo tse ka sebelisoang ho aha le ho kopanya StackGen le LangChain.

Ka ho matlafatsa matla a li-agent tsa AI le AI e hlahisang, re ka theha lisebelisoa tse feteletseng tsa DevOps tse qhekellang, tse tenyetsehang, le tse atolositsoeng. Sena se tla thusa bahlahisi ho tsepamisa maikutlo mesebetsing ea maemo a holimo, joalo ka ho aha le ho tsamaisa likopo, ha sistimi ea moralo oa litšebeletso e hlokomela lisebelisoa tsa motheo tsa meralo.

Re tšepa hore sehlooho sena se fane ka tlhaloso e pharaletseng ea meralo ea StackGen le LangChain 'me e khothalelitse batho ba ntlafatsang ho hlahloba menyetla ea ho ikemela ha mekhoa ea litšebeletso tsa motheo.