Isingeniso
Ukunyuka kwengqalasizinda ezimele kuyishintshe kakhulu indlela esiklama ngayo, esikhipha ngayo, futhi siphatha ngayo amasistimu e-IT. Ngosizo lwama-ejenti e-AI kanye namathuluzi omculo, izinhlangano zingakwazi ukwenza ngokuzenzakalelayo ukuhlinzekwa kwengqalasizinda, ukukala, nokuphatha, okuholela ekwenyukeni kokusebenza kahle, ukunciphisa izindleko, nokwethenjwa okuthuthukisiwe. Kulesi sihloko, sizocubungula imininingwane yobuchwepheshe yokuklama ingqalasizinda ezimele sisebenzisa ama-agent e-AI kanye ne-StackGen, sigxile ekuhlanganeni kwalobu buchwepheshe namathuluzi omculo we-orchestration afana ne-DSPy ne-LangChain.
Iqhaza Labenzeli be-AI Kungqalasizinda Ezizimele
Ama-ejenti e-AI adlala indima ebalulekile engqalasizinda ezimele ngokuhlinzeka ngobuhlakani namandla okwenza izinqumo adingekayo ukuze kusebenze ukuhlinzekwa nokuphathwa kwengqalasizinda. Lawa ma-ejenti angahlaziya idatha evela emithonjeni ehlukahlukene, ahlonze amaphethini, futhi enze izinqumo ngokusekelwe emithethweni echazwe kusengaphambili nezinqubomgomo. Ngokomongo wengqalasizinda ezimele, ama-agent e-AI angasetshenziswa:
- Yenza ngokuzenzakalelayo ukuhlinzekwa kwengqalasizinda kanye nokuthunyelwa
- Bheka futhi uhlaziye ukusebenza kwengqalasizinda
- Khomba futhi uphendule ezinsongweni zokuphepha
- Lungiselela ukusetshenziswa kwensiza kanye nokukala
Isingeniso ku-StackGen
I-StackGen iyithuluzi lomthombo ovulekile elivumela ukudalwa kwengqalasizinda njengekhodi (IaC) kusetshenziswa i-syntax ememezelayo. Ivumela abasebenzisi ukuthi bachaze ukulungiselelwa kwengqalasizinda besebenzisa ulimi olulula nolucacile, olungase lusetshenziselwe ukuhlinzeka nokuphatha izinsiza zengqalasizinda. I-StackGen isekela abahlinzeki bengqalasizinda abahlukahlukene, okuhlanganisa i-AWS, i-Azure, i-Google Cloud, nokuningi.
Ukuhlanganisa ama-AI Agents ne-StackGen
Ukuze sihlanganise ama-agent e-AI ne-StackGen, singasebenzisa inhlanganisela yama-API nohlelo oluqhutshwa umcimbi. Nakhu ukubuka konke kwezinga eliphezulu lenqubo:
- Chaza ukulungiselelwa kwengqalasizinda usebenzisa i-syntax yesimemezelo ye-StackGen.
- Sebenzisa i-ejenti ye-AI ukuze uhlaziye ukumiswa kwengqalasizinda futhi uhlonze izinkinga ezingaba khona noma amathuba okuthuthukisa.
- Sebenzisa i-ejenti ye-AI ukwenza izinqumo futhi ukhiqize izibuyekezo ekucushweni kwengqalasizinda.
- Sebenzisa i-StackGen ukuze usebenzise izibuyekezo ezinsizeni zengqalasizinda.
Amathuluzi E-Orchestration: I-DSPy ne-LangChain
I-DSPy ne-LangChain amathuluzi amabili okucula adumile angasetshenziswa ukwenza ngokuzenzakalelayo ukuhlinzekwa nokuphathwa kwengqalasizinda. I-DSPy iyithuluzi elisekelwe kuPython elihlinzeka nge-API elula necacile yokuchaza nokwenza ukuhamba komsebenzi. I-LangChain, ngakolunye uhlangothi, iyithuluzi elisekelwe ku-Rust elihlinzeka ngohlaka lwe-orchestration oluthuthuke kakhulu futhi oluguquguqukayo.
DSPy Isibonelo
Nasi isibonelo esilula sokusebenzisa i-DSPy ukwenza ngokuzenzakalelayo ukuhlinzekwa kwengqalasizinda:
ngenisa i-dspy
# Chaza ukuhamba komsebenzi okuhlinzeka ngezinsiza zengqalasizinda
ukuhamba komsebenzi = dspy.Workflow(
name="infrastructure-provisioning",
izinyathelo=[
dspy.Step("provision-ec2", "aws-provision-ec2"),
dspy.Step("provision-rds", "aws-provision-rds"),
dspy.Step("provision-elb", "aws-provision-elb")
]
)
# Chaza i-trigger eqala ukuhamba komsebenzi lapho isicelo esisha semukelwa
i-trigger = dspy.Trigger(
igama="isicelo esisha",
umcimbi="aws-api-gateway-event",
handler="start-workflow"
)
# Chaza isibambi esiqala ukuhamba komsebenzi lapho i-trigger ixoshwa
isibambi = dspy.Handler(
igama = "ukuqala-ukuhamba komsebenzi",
ukuhamba komsebenzi=ukuhamba komsebenzi
)
# Dala isibonelo se-DSPy bese wengeza ukugeleza komsebenzi, i-trigger, nesibambi
dspy_instance = dspy.DSPy()
dspy_instance.add_workflow(ukugeleza komsebenzi)
dspy_instance.add_trigger(trigger)
dspy_instance.add_handler(isibambi)
LangChain Isibonelo
Nasi isibonelo esilula sokusebenzisa i-LangChain ukwenza ngokuzenzakalelayo ukunikezwa kwengqalasizinda:
sebenzisa i-langchain::{Agent, Workflow};
// Chaza ukuhamba komsebenzi ohlinzeka ngezinsiza zengqalasizinda
fn provision_infrastructure() -> Ukuhamba komsebenzi {
Ukugeleza komsebenzi::okusha("infrastructure-provisioning")
.add_step("provision-ec2", "aws-provision-ec2")
.add_step("provision-rds", "aws-provision-rds")
.add_step("provision-elb", "aws-provision-elb")
}
// Chaza i-trigger eqala ukuhamba komsebenzi lapho isicelo esisha sitholwa
fn new_request(umcimbi: &str) -> Umenzeli {
Umenzeli::omusha("isicelo esisha")
.add_trigger(umcimbi, "start-workflow")
}
// Chaza isibambi esiqala ukuhamba komsebenzi lapho i-trigger ixoshwa
fn start_workflow(i-ejenti: &Agent) {
i-agent.start_workflow("infrastructure-provisioning");
}
// Dala isibonelo se-LangChain bese wengeza ukuhamba komsebenzi, i-trigger, nesibambi
i-fn main() {
vumela i-ejenti = I-Agent::new("infrastructure-provisioning");
i-agent.add_workflow(provision_infrastructure());
i-agent.add_trigger(new_request("aws-api-gateway-event");
i-agent.add_handler(start_workflow);
}
Ukubukwa
Nakhu okubonwayo kokuhlanganiswa phakathi kwama-agent we-AI, i-StackGen, namathuluzi omculo we-orchestration afana ne-DSPy ne-LangChain:
{
"type": "dag",
"izindawo": [
{
"id": "i-agent",
"label": "I-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": "ingqalasizinda",
"label": "Infrastructure",
"x": 8,
"y": 0
}
],
"emaphethelweni": [
{
"source": "ai-ejenti",
"target": "stackgen",
"label": "Ukuhlanganisa"
},
{
"source": "stackgen",
"target": "dspy",
"label": "Ukuhlanganisa"
},
{
"source": "dspy",
"target": "infrastructure",
"label": "Provisioning"
},
{
"source": "stackgen",
"target": "langchain",
"label": "Ukuhlanganisa"
},
{
"source": "langchain",
"target": "infrastructure",
"label": "Provisioning"
}
]
}
Imiyalo/Amazwibela Asetshenziswa Kakhulu 5-10
Nayi imiyalo/ amazwibela aphezulu angu-5-10 alobu buchwepheshe:
dspy.Workflow(igama="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(igama="isicelo-esitsha", umcimbi="aws-api-gateway-event", handler="start-workflow")langchain::Agent::new("infrastructure-provisioning").add_trigger(new_request("aws-api-gateway-event"))stackgen::StackGen::new().add_resource("rds", "aws-provision-rds")dspy.Handler(igama="start-workflow", workflow=dspy.Workflow(igama="infrastructure-provisioning"))langchain::Agent::new("infrastructure-provisioning").engeza_isibambi(start_workflow)stackgen::StackGen::new().add_resource("elb", "aws-provision-elb")dspy.DSPy().add_workflow(dspy.Workflow(igama="infrastructure-provisioning"))
Isiphetho
Ukuklama ingqalasizinda ezimele ngama-ejenti e-AI kanye ne-StackGen kudinga ukuqonda okujulile kokuphambana kwalobu buchwepheshe namathuluzi omculo we-orchestration afana ne-DSPy ne-LangChain. Ngokuhlanganisa ama-ejenti e-AI ne-StackGen namathuluzi e-orchestration, izinhlangano zingenza ngokuzenzakalelayo ukuhlinzekwa nokuphathwa kwengqalasizinda, okuholela ekwenyukeni kokusebenza kahle, ukunciphisa izindleko, nokwethenjwa okuthuthukisiwe. Lesi sihloko sinikeze ukujula okujulile kobuchwepheshe ekwakhiweni nasekusetshenzisweni kwengqalasizinda ezimele kusetshenziswa ama-agent we-AI kanye ne-StackGen, kugxilwe emininingwaneni esebenzayo yokuhlanganisa lobu buchwepheshe.