Gutegura iterambere rya software ikoreshwa na AI hamwe na LangChain na StackGen kugirango iperereza ryakozwe ryikora

Intangiriro

Kuzamuka kwa Artificial Intelligence (AI) hamwe na automatisation byahinduye imiterere yiterambere rya software. Hamwe no kwiyongera kwa sisitemu ya software igezweho, gukenera iperereza ryakozwe neza kandi neza kandi bigakemuka byabaye ingorabahizi kuruta mbere hose. Muri iki kiganiro, tuzasesengura ubushobozi bwo gukoresha LangChain na StackGen, ibikoresho bibiri bikomeye bya orchestre, kugirango duhindure iperereza ryibyabaye no gukemura dukoresheje ibyuma byifashishwa na DevOps. Tuzasuzuma kandi imikoreshereze ya AWS DevOps Agent na Claude Agents, tunasuzume uburyo bwo gusimbuza amakipe ya DevOps hamwe na moteri ikoreshwa na AI.

LangChain ni iki?

LangChain nisoko rifunguye, Python ishingiye kubikorwa byo gukoresha AI ikoreshwa na porogaramu. Itanga urutonde rwibikoresho namasomero yo gutunganya ururimi karemano (NLP), kwiga imashini (ML), hamwe nubumenyi bwamakuru. LangChain yemerera abitezimbere gukora imiterere ya AI yihariye no kuyihuza namakuru atandukanye, bigatuma ihitamo neza kubaka imiyoboro ikoreshwa na DevOps ikoreshwa na AI.

StackGen ni iki?

StackGen nigicu kavukire, gifungura-isoko yo kubaka no gucunga ibikorwa remezo nka code (IaC). Itanga integuza yo gusobanura iboneza ry'ibikorwa remezo kandi itangiza gahunda yo gucunga no gucunga umutungo wibicu. StackGen ihuza byimazeyo na LangChain, ifasha abayitezimbere gukora imiyoboro ya IaC ikoreshwa na AI itangiza iperereza no gukemura ibyabaye.

Gushyira mu bikorwa Automation ya AI ikoreshwa na AI hamwe na LangChain na StackGen

Kugirango dushyire mubikorwa AI ikoreshwa na DevOps hamwe na LangChain na StackGen, dukeneye gukurikiza izi ntambwe:

1. ** Sobanura Moderi ya AI **: Dukoresheje LangChain, dusobanura icyitegererezo cya AI gishobora gusesengura amakuru yibyabaye no kumenya ibitera.
2. ** Kwishyira hamwe na StackGen **: Duhuza moderi ya AI na StackGen, tuyifasha guhita yohereza no gucunga umutungo wibicu. D.
3. ** Kora umukozi wa Claude **: Dushiraho umukozi wa Claude, ubwoko bwimikorere ya AI ikoreshwa na moteri ishobora gusimbuza amakipe ya DevOps.

Urugero rwa Code: LangChain AI Model

Dore urugero rworoshye rwerekana uburyo bwo gukora moderi ya LangChain AI yo gusesengura ibyabaye: `` python gutumiza mu mahanga Kuva kumurongo.llms itumiza LLM

icyitegererezo = LLM ( izina = "ibyabaye_isesengura", icyitegererezo = "inyandiko-davinci-003", max_uburebure = 2048, )

Sobanura amakuru y'ibyabaye

ibyabaye_data = { "ibyabaye_id": "INC-001", "ibisobanuro": "Ikosa 500 kuri seriveri yumusaruro", "timestamp": "2023-02-15 14:30:00", }

Gusesengura amakuru yibyabaye

isesengura = icyitegererezo.run ( prompt = f "Gisesengura ibyabaye {ibyabaye_data ['ibyabaye_id']} hamwe nibisobanuro {ibyabaye_data ['ibisobanuro']}", )

Shira ahagaragara isesengura

icapiro (isesengura) `` ` Iyi code isobanura moderi ya LangChain AI isesengura amakuru yibyabaye ikanatanga incamake y'ibitera.

Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Udukoryo

Dore top 5-10 zikoreshwa cyane / ibisobanuro kuri LangChain na StackGen:

1. langchain llm: Urutonde ruboneka LLMs (Ururimi runini Ururimi)
2. moderi ya langchain: Irasobanura icyitegererezo cya AI
3. stackgen init: Itangiza umushinga mushya wa StackGen
4. stackgen ikoresha: Kohereza iboneza remezo kubicu
5. aws devops agent gukusanya: Ikusanya amakuru yibyabaye ikohereza kuri moderi ya LangChain AI
6. langchain analyse: Gusesengura amakuru yibyabaye ukoresheje moderi ya LangChain AI
7. stackgen update: Ivugurura iboneza remezo kandi ikoresha impinduka kubicu
8. langchain generate: Itanga incamake yisesengura
9. stackgen gusiba: Gusiba iboneza remezo nibikoresho
10. Gariyamoshi ya langchain: Itoza moderi ya LangChain AI ku makuru mashya

Kubona amashusho: Umuyoboro wa AI utwarwa na DevOps Umuyoboro wogukoresha

Dore amashusho yumurongo wa AI ikoreshwa na DevOps umuyoboro wogukoresha ukoresheje Chart.js: imbonerahamwe { "ubwoko": "dag", "amakuru": { "node": [ { "id": "ibyabaye_data", "label": "Amakuru y'ibyabaye", "x": 0, "y": 0 }, { "id": "langchain_model", "label": "LangChain AI Model", "x": 2, "y": 0 }, { "id": "stackgen_infra", "label": "Ibikorwa Remezo bya StackGen", "x": 4, "y": 0 }, { "id": "aws_devops_agent", "label": "AWS DevOps Agent", "x": 6, "y": 0 }, { "id": "claudia_agent", "label": "Umukozi wa Claude", "x": 8, "y": 0 } ], "impande": [ { "isoko": "ibyabaye_data", "intego": "langchain_model", "label": "Gusesengura" }, { "isoko": "langchain_model", "intego": "stackgen_infra", "label": "Kohereza" }, { "isoko": "stackgen_infra", "intego": "aws_devops_agent", "label": "Kusanya" }, { "isoko": "aws_devops_agent", "intego": "claudia_agent", "label": "Gukemura" } ] } } ` Iyerekwa ryerekana imigendekere yamakuru yibyabaye binyuze mumashanyarazi ya AI ikoreshwa na DevOps, kuva mubisesengura kugeza kubikemura.

Umwanzuro

Muri iki kiganiro, twasuzumye ubushobozi bwo gukoresha LangChain na StackGen kugirango dukore iperereza ryibyabaye no gukemura dukoresheje ibyuma byifashishwa na DevOps. Twasuzumye imikoreshereze ya AWS DevOps Agent na Claude Agents, tunaganira ku buryo bwo gusimbuza amakipe ya DevOps na moteri ikoreshwa na AI. Mugukoresha ibyo bikoresho nikoranabuhanga, amashyirahamwe arashobora kunoza ibihe byo gusubiza ibyabaye, kugabanya igihe, no kuzamura sisitemu muri rusange.

Akazi kazoza

Akazi kazoza muri kano karere karimo:

• Gutezimbere uburyo bugezweho bwa AI bwo gusesengura ibyabaye no gukemura
• Guhuza LangChain na StackGen hamwe nibindi bikoresho bya DevOps
• Gutohoza imikoreshereze yandi mashanyarazi akoreshwa na AI, nka Claude Agents
• Gukora ubundi bushakashatsi ku mikorere ya AI itwarwa na AI ikora ibintu byukuri

Mugukomeza guhanga udushya no guteza imbere ibyuma byifashishwa na AI byifashishwa na DevOps, turashobora gukora uburyo bunoze, bunoze, kandi bwizewe bwogutezimbere porogaramu zifasha imiryango ndetse nabakoresha-nyuma.