Nhanganyaya
Kusimuka kwezvivakwa zvinozvimiririra kwashandura magadzirirwo atinoita, kuendesa, uye kubata IT masisitimu. Nerubatsiro rwevamiririri veAI uye maturusi ekuimba, masangano anogona kuita otomatiki kupa zvivakwa, kuyera, uye manejimendi, zvichitungamira mukuwedzera kushanda zvakanaka, kuderedzwa kwemitengo, uye kuvimbika kwakavandudzwa. Muchinyorwa chino, tichaongorora ruzivo rwehunyanzvi hwekugadzira zvivakwa zvinozvimiririra tichishandisa maAI agents uye StackGen, tichitarisa pamharadzano yematekinoroji aya uye maturusi ekuridza seDSPy neLangChain.
Basa reAI Agents muAutonomous Infrastructure
AI vamiririri vanoita basa rakakosha muzvivakwa zvinozvimiririra nekupa hungwaru uye kugona kuita sarudzo kunodiwa kuita otomatiki kupa kwezvivakwa uye manejimendi. Ava vamiririri vanogona kuongorora data kubva kwakasiyana masosi, kuona mapatani, uye kuita sarudzo zvichienderana nemitemo yakafanotsanangurwa uye marongero. Muchirevo chezvivakwa zvinozvimiririra, maAI vamiririri vanogona kushandiswa ku:
- Otomatiki kupihwa kwezvivakwa uye kutumira
- Tarisa uye ongorora mashandiro ezvivakwa
- Ziva uye pindura kune kutyisidzira kwekuchengetedza
- Gadzirisa mashandisirwo ezviwanikwa uye kuwedzera
Nhanganyaya kune StackGen
StackGen chishandiso chakavhurika-sosi chinogonesa kugadzirwa kwezvivakwa sekodhi (IaC) uchishandisa inozivisa syntax. Inobvumira vashandisi kutsanangura magadzirirwo ezvivakwa vachishandisa mutauro wakapfava uye unoburitsa, unogona kushandiswa kupa uye kugadzirisa zviwanikwa zvezvivakwa. StackGen inotsigira huwandu hwakasiyana hwevanopa zvivakwa, kusanganisira AWS, Azure, Google Cloud, nezvimwe.
Kubatanidza AI Agents neStackGen
Kubatanidza maAI vamiririri neStackGen, tinogona kushandisa musanganiswa weAPI uye inofambiswa nechiitiko chirongwa. Heino mhedziso yepamusoro-soro yemaitiro acho:
- Tsanangura magadzirirwo ezvivakwa uchishandisa StackGen's declarative syntax.
- Shandisa mumiririri weAI kuongorora zvigadziro zvekugadzirisa uye kuona zvingangoitika kana mikana yekugadzirisa.
- Shandisa mumiriri weAI kuita sarudzo uye kugadzira zvigadziriso kune zvigadziriso zvezvivakwa.
- Shandisa StackGen kushandisa zvigadziriso kune zviwanikwa zvezvivakwa.
Orchestration Zvishandiso: DSPy uye LangChain
DSPy neLangChain maturusi maviri anozivikanwa ekuimba ayo anogona kushandiswa kuita otomatiki kupa zvivakwa uye manejimendi. DSPy iPython-based tool iyo inopa iri nyore uye inoratidzira API yekutsanangura nekuita mafambiro ebasa. LangChain, kune rumwe rutivi, iRust-based tool iyo inopa yakawedzera yepamusoro uye inochinjika orchestration framework.
DSPy Muenzaniso
Heino muenzaniso wakapfava wekushandisa DSPy kuita otomatiki kupa zvivakwa:
import dspy
# Tsanangura mafambiro ebasa ayo anopa zviwanikwa zvezvivakwa
workflow = dspy.Workflow(
zita = "infrastructure-provisioning",
nhanho=[
dspy.Step("provision-ec2", "aws-provision-ec2"),
dspy.Step("provision-rds", "aws-provision-rds"),
dspy.Step("provision-elb", "aws-provision-elb")
]
)
# Tsanangura chinokonzeresa chinotanga mafambiro ebasa kana chikumbiro chitsva chagamuchirwa
trigger = dspy.Trigger(
zita = "chikumbiro chitsva",
chiitiko = "aws-api-gateway-chiitiko",
mugadziri = "kutanga-kushanda"
)
# Tsanangura mubati anotanga mafambiro ebasa kana chinokonzeresa chadzingwa
mubati = dspy.Handler(
zita = "kutanga-basa",
workflow=workflow
)
# Gadzira DSPy muenzaniso uye wedzera mafambiro ebasa, trigger, uye mubati
dspy_instance = dspy.DSPy()
dspy_instance.add_workflow(workflow)
dspy_instance.add_trigger(trigger)
dspy_instance.add_handler(mubati)
LangChain Muenzaniso
Heino muenzaniso wakapfava wekushandisa LangChain kuita otomatiki kupa zvivakwa:
shandisa langchain::{Agent, Workflow};
// Tsanangura mafambiro ebasa anopa zviwanikwa zvezvivakwa
fn provision_infrastructure() -> Workflow {
Kufambiswa kwebasa ::nyowani("infrastructure-provisioning")
.add_step("provision-ec2", "aws-provision-ec2")
.add_step("provision-rds", "aws-provision-rds")
.add_step("provision-elb", "aws-provision-elb")
}
// Tsanangura chinokonzeresa chinotanga mafambiro ebasa kana chikumbiro chitsva chagamuchirwa
fn new_request(chiitiko: &str) -> Mumiririri {
Mumiririri::mutsva("chikumbiro chitsva")
.add_trigger(chiitiko, "start-workflow")
}
// Tsanangura mubatsiri anotanga kufamba kwekushanda kana chigadziro chadzingwa
fn kutanga_workflow(mumiririri: &Agent) {
agent.start_workflow("infrastructure-provisioning");
}
// Gadzira muenzaniso weLangChain uye wedzera mafambiro ebasa, trigger, uye mubati
fn chikuru() {
regai mumiririri = Mumiririri ::itsva("infrastructure-provisioning");
agent.add_workflow(provision_infrastructure());
agent.add_trigger(new_request("aws-api-gateway-chiitiko");
agent.add_handler(start_workflow);
}
Kuona
Heano tarisiro yekubatanidzwa pakati peAI vamiririri, StackGen, uye orchestration maturusi seDSPy uye LangChain:
{
"type": "dag",
"node": [
{
"id": "ai-agent",
"label": "AI Agent",
"x": 0,
"y": 0
},
{
"id": "stackgen",
"label": "StackGen",
"x": 2,
"y": 0
},
{
"id": "dspy",
"label": "DSPy",
"x": 4,
"y": 0
},
{
"id": "langchain",
"label": "LangChain",
"x": 6,
"y": 0
},
{
"id": "infrastructure",
"label": "Infrastructure",
"x": 8,
"y": 0
}
],
"kumucheto": [
{
"source": "ai-agent",
"target": "stackgen",
"label": "Kubatanidzwa"
},
{
"source": "stackgen",
"target": "dspy",
"label": "Kubatanidzwa"
},
{
"source": "dspy",
"target": "infrastructure",
"label": "Provisioning"
},
{
"source": "stackgen",
"target": "langchain",
"label": "Kubatanidzwa"
},
{
"source": "langchain",
"target": "infrastructure",
"label": "Provisioning"
}
]
}
Yepamusoro 5-10 Yakanyanya Kushandiswa Mirairo / Zvimedu
Heano iwo epamusoro 5-10 anonyanya kushandiswa mirairo / snippets yeiyi tekinoroji:
dspy.Workflow(zita = "infrastructure-provisioning", steps=[dspy.Step("provision-ec2", "aws-provision-ec2")])langchain::Agent::new("infrastructure-provisioning").add_workflow(provision_infrastructure())stackgen::StackGen::new().add_resource("ec2", "aws-provision-ec2")dspy.Trigger(zita = "new-chikumbiro", chiitiko = "aws-api-gedhi-chiitiko", mugadziri = "kutanga-basa")langchain::Agent::new("infrastructure-provisioning").add_trigger(chikumbiro_chitsva("aws-api-gedhi-chiitiko"))stackgen::StackGen::new().add_resource("rds", "aws-provision-rds")dspy.Handler(zita = "kutanga-workflow", workflow=dspy.Workflow(zita = "infrastructure-provisioning"))langchain::Agent::new("infrastructure-provisioning").add_handler(kutanga_workflow)stackgen::StackGen::new().add_resource("elb", "aws-provision-elb")dspy.DSPy().add_workflow(dspy.Workflow(zita = "infrastructure-provisioning"))
Mhedziso
Kugadzira zvivakwa zvinozvimiririra nevamiriri veAI uye StackGen zvinoda kunzwisisa kwakadzama kwemharadzano yematekinoroji aya uye maturusi ekuimba seDSPy neLangChain. Nekubatanidza maAI vamiririri neStackGen uye maturusi ekuimba, masangano anogona kuita otomatiki kupa zvivakwa uye manejimendi, zvichikonzera kuwedzera kushanda zvakanaka, kuderedzwa kwemitengo, uye kuvimbika kwakavandudzwa. Chinyorwa ichi chakapa tekinoroji yakadzika dhizaini mukugadzira uye kuita yezvigadziriso zvivakwa uchishandisa AI vamiririri uye StackGen, ine tarisiro pane inoshanda ruzivo rwekubatanidza aya matekinoroji.