** ZeroOps: Ka faa'iidaysiga Agentic AI ee Gelitaanka Software-ka Atoomatiga ah iyo Casriyeynta DevOps ***

hordhac

Muuqaalka horumarka software-ka ee degdega ah ee maanta, baahida loo qabo hababka hawlgelinta ootamaatig ah waligeed ma ahayn mid aad u dhib badan. Habka soo jireenka ah ee DevOps, oo si weyn ugu tiirsan faragelinta gacanta iyo qorista, kuma filna in ay buuxiso baahida horumarinta software-ka casriga ah. Tani waa halka ZeroOps ay ka timaaddo - hab kacaan ah oo ka faa'iideysta AI wakiilka ah si ay u otomaatigto geynta software iyo casriyeynta DevOps.

Maqaalkan, waxaan ku baari doonaa isgoysyada wakiilada AI, indho-indheynta caqliga leh, iyo automation ee casriyeynta DevOps, iyadoo diirada la saarayo hirgelinta mabaadi'da ZeroOps iyadoo la adeegsanayo LangChain iyo DSPy. Waxaan u daadagi doonaa dhinacyada wax ku oolka ah ee hirgelinta ZeroOps, oo ay ku jiraan tusaalooyin kood ah iyo liisaska amarka, iyo sidoo kale bixinta muuqaal faa'iidooyinka habkan.

Waa maxay ZeroOps?

ZeroOps waa jaantus ujeedadiisu tahay in la baabi'iyo baahida faragelinta gacanta ee geynta software-ka iyo DevOps hababka. Iyada oo ka faa'iidaysanaysa wakiilada AI, ZeroOps waxay awood u siinaysaa go'aan samaynta tooska ah, la socodka joogtada ah, iyo hagaajinta wakhtiga dhabta ah ee dhuumaha geynta software. Habkan waxaa loogu talagalay in lagu yareeyo kakanaanta iyo khatarta la xiriirta dhaqamada soo jireenka ah ee DevOps, iyada oo la wanaajinayo xawaaraha iyo isku halaynta soo dejinta software.

** Doorka Wakiilada AI ee ZeroOps ***

Wakiilada AI waxay door muhiim ah ka ciyaaraan ZeroOps iyagoo siinaya indho-indheyn caqli leh iyo awoodo otomaatig ah. Wakiiladani waxay baari karaan xogta ilo kala duwan, oo ay ku jiraan diiwaanka codsiga, cabirka waxqabadka, iyo jawaab celinta isticmaalaha, si loo aqoonsado qaababka iyo cilladaha. Iyadoo lagu salaynayo falanqayntan, wakiilka AI wuxuu samayn karaa go'aano xog ogaal ah oo ku saabsan soo dejinta software, sida go'aaminta istaraatiijiyada dirista ugu wanaagsan, aqoonsashada arrimaha suurtagalka ah, iyo ku talinaynta ficilada sixitaanka.

** LangChain iyo DSPy: Awood-siinta ZeroOps ***

LangChain iyo DSPy waa laba qaab-dhismeedka caanka ah kuwaas oo awood u siinaya horumarinta wakiilada AI ku shaqeeya ee ZeroOps. LangChain waa maktabad Python ah oo bixisa qalabyo lagu dhisayo wakiillada AI ee wada sheekeysiga ah, halka DSPy ay tahay qaab-dhismeedka Rust-ku-saleysan oo awood u siinaya horumarinta wakiillada AI ee xogta ku dhisan.

Maqaalkan, waxaan diiradda saari doonaa isticmaalka LangChain iyo DSPy si loo hirgeliyo mabaadi'da ZeroOps. Waxaan bixin doonaa tusaalooyin kood ah iyo liisaska amarka si aan u muujino dhinacyada la taaban karo ee hirgelinta ZeroOps iyadoo la adeegsanayo qaab-dhismeedkan.

** Ku Hirgelinta ZeroOps LangChain iyo DSPy ***

Si loo hirgeliyo ZeroOps iyadoo la adeegsanayo LangChain iyo DSPy, waxaanu raaci doonaa hab-tallaabo ah:

1. Aruurinta Xogta: Ka soo ururi xogta ilo kala duwan, oo ay ku jiraan diiwaanka codsiga, cabbiraadaha waxqabadka, iyo jawaab celinta isticmaalaha.
2. ** Falanqaynta Xogta ***: Falanqaynta xogta la ururiyay adoo isticmaalaya wakiilada AI ku shaqeeya si loo ogaado qaababka iyo cilladaha.
3. Go'aan-qaadasho: Isticmaal fikradaha laga helay falanqaynta xogta si aad u samayso go'aanno xog ogaal ah oo ku saabsan soo dejinta software.
4. Automation: Si otomaatig ah u geynta software-ka iyadoo lagu salaynayo go'aamadii uu qaatay wakiilka AI.

Waa kuwan tusaale kood fudud oo isticmaalaya LangChain iyo DSPy si loo hirgeliyo ZeroOps: `` Python soo dejinta langchain Wakiilka soo dejinta dspy

wakiil = wakiil ( Magaca = Wakiilka ZeroOps, model = "langchain/llama:1.3B", degdeg = U geyso software deegaanka wax soo saarka", )

Xog ururin ilo kala duwan

xogta = { "application_logs": ["log1", "log2", "log3"], "performance_metrics": {"cpu": 80, "xusuusta": 90}, "user_feedback": ["positive", "negative", "dhexdhexaad"], }

Falanqee xogta la ururiyey

falanqaynta = wakiil. falanqayn (xog)

Samee go'aano xog ogaal ah oo ku saabsan soo dejinta software-ka

go'aan = wakiilka.go'aan (falanqaynta)

Si otomaatig ah u geynta software-ka

deployment = wakiil.deploy(go'aan) `` Tusaalaha koodka ayaa muujinaya sida loo isticmaalo LangChain iyo DSPy si loo hirgeliyo mabaadi'da ZeroOps. Wakiilka AI wuxuu aruuriyaa xogta ilo kala duwan, wuxuu falanqeeyaa xogta, wuxuu sameeyaa go'aano xog ogaal ah oo ku saabsan soo dejinta software, wuxuuna si otomaatig ah u sameeyaa habka geynta.

** 5-10ka ugu sarreeya amarada/Qodobka ugu Isticmaalka badan**

Waa kuwan 5-10ka ugu sarreeya amarada/warqadaha loo isticmaalo ee loogu talagalay hirgelinta ZeroOps iyadoo la adeegsanayo LangChain iyo DSPy:

1. `langchain. Wakiilka
2. dspy.Agent (magaca = "ZeroOps Agent", model = "langchain/llama:1.3B", degdeg = "U geyn software deegaanka wax soo saarka")
3. data = {"application_logs": ["log1", "log2", "log3"], "performance_metrics": {"cpu": 80, "memory": 90}, "user_feedback": ["positive", "negative", "dhexdhexaad"]}
4. falanqaynta = wakiilka. falanqaynta(xogta)
5. `go'aan = wakiil. go'aan (falanqaynta)'
6. deployment = wakiil. deploy(go'aan)
7. langchain.llama.LlamaModel.load("langchain/llama:1.3B")
8. dspy.Agent.load("langchain/llama:1.3B")
9. 'wakiil.tareen(xogta)'
10. wakiil. badbaadi("zeroops_agent.pkl")

Muuqaalka

Waa kuwan muuqaalka faa'iidooyinka ZeroOps iyadoo la adeegsanayo Chart.js: json { "type": "bar", "xogta": { "labels": ["Diiwaangelinta Buugga", "ZeroOps"], "datasets": [ { "label": "Waqtiga Gelitaanka", "xogta": [10, 2], "backgroundColor": ["rgba(255, 99, 132, 0.2)", "rgba(54, 162, 235, 0.2)"], "BorderColor": ["rgba(255, 99, 132, 1)", "rgba(54, 162, 235, 1)"], "BorderWidth": 1 }, { "label": "Heerka qaladka", "xogta": [5, 1], "backgroundColor": ["rgba(255, 99, 132, 0.2)", "rgba(54, 162, 235, 0.2)"], "BorderColor": ["rgba(255, 99, 132, 1)", "rgba(54, 162, 235, 1)"], "BorderWidth": 1 } ] }, "doorashooyinka": { "ciwaan": { "muujin": run, "text": "Faa'iidooyinka ZeroOps" }, "Miisaanka": { "yAxes": [ { "muujin": run, "calaamadaha miisaanka": { "muujin": run, "labelString": "Value" } } ] } } } Aragtidaani waxay muujinaysaa faa'iidooyinka ZeroOps, oo ay ku jiraan hoos u dhigista wakhtiga iyo heerka khaladka.

** Gabagabo**

ZeroOps waa hab kacaan ah oo loogu talagalay casriyeynta DevOps taas oo ka faa'iidaysata AI wakiilka ah si ay u toosiso geynta software-ka iyo is-dhexgalka joogtada ah / gaarsiinta (CI/CD) hagaajinta dhuumaha. Isticmaalka LangChain iyo DSPy, horumariyayaashu waxay hirgelin karaan mabaadi'da ZeroOps oo ay ku gaari karaan faa'iidooyin la taaban karo, oo ay ku jiraan wakhtiga hawlgelinta oo la dhimay iyo heerka qaladka. Iyada oo ay sii kordheyso baahida loo qabo hawlgelinta software hufan oo otomaatiga ah, ZeroOps waxay diyaar u tahay inay noqoto ciyaaryahan muhiim ah muuqaalka DevOps.