Gutangiza Iperereza ryibyabaye hamwe na AI ikoreshwa na AI hamwe nibikoresho bya DevOps

Intangiriro

Muri iki gihe cyibicu-kavukire, iperereza ryibyabaye no gukemura nibintu byingenzi bigize imyitozo ya DevOps. Nyamara, iperereza ryakozwe nintoki rishobora gutwara igihe, rikunda kwibeshya, kandi akenshi risaba ubuhanga bunini. Kugira ngo dukemure ibyo bibazo, tuzasesengura guhuza abakozi ba Kiro AI ikoreshwa na AWS DevOps Agent na DSPy kugirango iperereza ryakozwe kandi rikemurwe.

Gusobanukirwa Ibigize

Mbere yo kwibira mubufatanye, reka twumve ibice birimo:

** Izi mikorere zirashobora guhugurwa kumasoko atandukanye yamakuru, harimo ibiti, ibipimo, na dosiye iboneza.

• ** Umukozi wa AWS DevOps **: Umukozi wa AWS DevOps nigikoresho gifasha gutangiza imirimo no gutembera kumurimo kuri AWS. Itanga uburyo bworoshye kandi bunini bwo gukoresha imirimo, nko kohereza porogaramu, kugenzura imikorere, no gukemura ibibazo.
• ** DSPy **: DSPy ni isomero rya Python ritanga inzira yoroshye kandi ikora neza yo gukorana na DSPy, urubuga rwamakuru-kavukire. DSPy ituma hashyirwaho imiyoboro yihariye yamakuru, gutunganya amakuru, no kubona amakuru.

Incamake yo Kwishyira hamwe

Kwishyira hamwe kwa Kiro AI ikoreshwa na AWS DevOps Agent na DSPy bikubiyemo intambwe zikurikira:

1. ** Ikusanyamakuru **: Umukozi wa AWS DevOps akusanya amakuru aturuka ahantu hatandukanye, nk'ibiti, ibipimo, na dosiye y'iboneza.
3. ** Amahugurwa y'abakozi **: Amakuru yatunganijwe akoreshwa mugutoza umukozi wa Kiro AI ikoreshwa, ituma umukozi yiga imiterere nuburyo budasanzwe mumibare.
5. ** Icyemezo **: Intumwa itanga ibyifuzo byo gukemura ibyabaye, bishobora gukorwa hakoreshejwe umukozi wa AWS DevOps.

Urugero rwa Kode

Dore urugero rworoshye rwa kode yerekana guhuza abakozi ba Kiro AI ikoreshwa na AWS DevOps Agent na DSPy: `` python kwinjiza os kwinjiza json Kuva kiros itumiza abakozi kuva dspy itumiza DSPy

aws_config = json.kuremera (fungura ('aws_config.json'))

Kora umukozi wa Kiro AI

umukozi = Intumwa ( izina = 'ibyabaye_ubushakashatsi', ibisobanuro = 'Iperereza ryakozwe no gukemura', icyitegererezo = 'ibyabaye_ubushakashatsi_model' )

Kora urugero rwa DSPy

dspy = DSPy ( host = 'localhost', icyambu = 8080, izina ukoresha = 'admin', ijambo ryibanga = 'ijambo ryibanga' )

Sobanura umuyoboro wamakuru ukoresheje DSPy

umuyoboro = dspy.umuyoboro ( izina = 'ibyabaye_ubushakashatsi_umuyoboro', ibisobanuro = 'Umuyoboro wiperereza wibyabaye', inkomoko = ['ibiti', 'metrics', 'iboneza'] )

Hugura umukozi wa Kiro AI ukoresheje umuyoboro wamakuru

umukozi.umwitozo ( umuyoboro = umuyoboro, amakuru = dspy.data ( izina = 'ibyabaye_ubushakashatsi_data', ibisobanuro = 'Amakuru yiperereza ryakozwe mu buryo bwikora' ) )

Kurura umukozi ukoreshwa na Kiro AI gukora iperereza kubyabaye

ibyabaye = { 'id': 'INC-12345', 'ibisobanuro': 'Gusaba igihe cyo gusaba' } umukozi.trigger ( ibyabaye = ibyabaye, amakuru = dspy.data ( izina = 'ibyabaye_ubushakashatsi_data', ibisobanuro = 'Amakuru yiperereza ryakozwe mu buryo bwikora' ) )

Shaka ibyifuzo byumukozi kugirango bikemuke

ibyifuzo = umukozi.ibyifuzo ( ibyabaye = ibyabaye, amakuru = dspy.data ( izina = 'ibyabaye_ubushakashatsi_data', ibisobanuro = 'Amakuru yiperereza ryakozwe mu buryo bwikora' ) )

Kora ibyifuzo byumukozi ukoresheje umukozi wa AWS DevOps

aws_config ['ibyifuzo'] = ibyifuzo aws_config ['ibyabaye_id'] = ibyabaye ['id'] aws_config ['ibisobanuro'] = ibyabaye ['ibisobanuro'] `` ` Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Udukoryo

Hano haribintu 5-10 byambere bikoreshwa cyane / ibisobanuro kuri ubu buhanga:

1. ** Kiro AI-Yakozwe n'abakozi Kurema **: python umukozi = Intumwa ( izina = 'ibyabaye_ubushakashatsi', ibisobanuro = 'Iperereza ryakozwe no gukemura', icyitegererezo = 'ibyabaye_ubushakashatsi_model' ) `
2. ** Kurema DSPy Instance **: python dspy = DSPy ( host = 'localhost', icyambu = 8080, izina ukoresha = 'admin', ijambo ryibanga = 'ijambo ryibanga' ) `
3. ** Ibisobanuro byumuyoboro Ibisobanuro **: python umuyoboro = dspy.umuyoboro ( izina = 'ibyabaye_ubushakashatsi_umuyoboro', ibisobanuro = 'Umuyoboro wiperereza wibyabaye', inkomoko = ['ibiti', 'metrics', 'iboneza'] ) `
4. ** Amahugurwa y'abakozi ba Kiro AI **: python umukozi.umwitozo ( umuyoboro = umuyoboro, amakuru = dspy.data ( izina = 'ibyabaye_ubushakashatsi_data', ibisobanuro = 'Amakuru yiperereza ryakozwe mu buryo bwikora' ) ) `
5. ** Kiro AI-Ikoreshwa na Agent Triggering **: python umukozi.trigger ( ibyabaye = ibyabaye, amakuru = dspy.data ( izina = 'ibyabaye_ubushakashatsi_data', ibisobanuro = 'Amakuru yiperereza ryakozwe mu buryo bwikora' ) ) `
6. ** Ibyifuzo byabakozi Kubona **: python ibyifuzo = umukozi.ibyifuzo ( ibyabaye = ibyabaye, amakuru = dspy.data ( izina = 'ibyabaye_ubushakashatsi_data', ibisobanuro = 'Amakuru yiperereza ryakozwe mu buryo bwikora' ) ) `
7. ** AWS DevOps Abakozi Iboneza Ibikoresho **: python aws_config = json.kuremera (fungura ('aws_config.json')) `
8. ** AWS DevOps Abakozi Basabye Gushyira mu bikorwa **: python aws_config ['ibyifuzo'] = ibyifuzo aws_config ['ibyabaye_id'] = ibyabaye ['id'] aws_config ['ibisobanuro'] = ibyabaye ['ibisobanuro'] `
9. ** DSPy Kubona Data **: python amakuru = dspy.data ( izina = 'ibyabaye_ubushakashatsi_data', ibisobanuro = 'Amakuru yiperereza ryakozwe mu buryo bwikora' ) `
10. ** Kiro AI ikoreshwa nabakozi Model Yipakurura **: python icyitegererezo = umukozi.model ( izina = 'ibyabaye_ubushakashatsi_model', ibisobanuro = 'Icyitegererezo cyiperereza ryakozwe' ) `

Kubona amashusho

Dore amashusho yo kwishyira hamwe ukoresheje Imbonerahamwe.js: json { "ubwoko": "akabari", "amakuru": { "ibirango": "imibare": [ { "label": "Igihe (amasegonda)", "amakuru": [10, 20, 30, 40, 50], "backgroundColor": [ "rgba (255, 99, 132, 0.2)", "rgba (54, 162, 235, 0.2)", "rgba (255, 206, 86, 0.2)", "rgba (75, 192, 192, 0.2)", "rgba (153, 102, 255, 0.2)" ], "umupaka w'amabara": [ "rgba (255, 99, 132, 1)", "rgba (54, 162, 235, 1)", "rgba (255, 206, 86, 1)", "rgba (75, 192, 192, 1)", "rgba (153, 102, 255, 1)" ], "Ubugari bwumupaka": 1 } ] }, "amahitamo": { "umunzani": { "yAxes": [ { "amatiku": { "gutangiraAtZero": ukuri } } ] } } } ` Iyi visualisation yerekana igihe cyafashwe kuri buri ntambwe murwego rwo kwishyira hamwe.

Umwanzuro

Muri iki kiganiro, twasuzumye uburyo bwo guhuza abakozi ba Kiro AI hamwe na AWS DevOps Agent na DSPy kugirango hakorwe iperereza ryibyabaye kandi bikemurwe mubidukikije. Twatanze incamake irambuye yibigize birimo, inzira yo kwishyira hamwe, nurugero rworoshye rwerekana kwerekana kwishyira hamwe. Twashyizemo kandi visualisation yo kwishyira hamwe dukoresheje Chart.js nurutonde rwibintu 5-10 byambere bikoreshwa cyane / ibisobanuro kuri tekinoroji.