Hordhac
Muuqaalka kobcaya ee horumarinta software-ka iyo hawlgallada, fikradda ZeroOps waxay u soo baxday inay tahay iftiin rajo u ah ururrada doonaya inay otomaatig u sameeyaan hababkooda DevOps ilaa barta faragelinta aadanaha ee eber ku dhow. ZeroOps kaliya ma aha hadal-hayn; waxay ka dhigan tahay habka kacaanka ee DevOps automation kaas oo ka faa'iideysanaya awoodda Sirdoonka Artificial (AI) iyo Barashada Mashiinka (ML) si loo hagaajiyo loona hagaajiyo socodka shaqada ee adag. Maqaalkan, waxaan u dhexgeli doonaa isgoysyada Wakiilada AI, LangChain, DSPy, iyo DevOps Automation si aan u sahamiyo fursadaha lagu gaaro ZeroOps.
Waa maxay ZeroOps?
ZeroOps waa gobol ay DevOps si otomaatig ah ugu socoto ilaa heerka faragelinta bini'aadamka la yareeyo, nidaamkuna wuu is-bogsiin karaa, is-habayn karaa, oo is-horumarin karaa. Aragtida ZeroOps ma aha oo kaliya ku saabsan otomaatignimada hawlaha laakiin waxay ku saabsan tahay abuurista nidaam deegaan oo iskood isu ilaalin kara oo la qabsan kara shuruudaha iyo deegaanka isbeddelka. Fikradda ugu muhiimsan waa in la xoojiyo wakiilada AI si ay go'aano u gaaraan, u qaadaan ficilada, oo ay wax uga bartaan waayo-aragnimada, taas oo yareyneysa baahida loo qabo faragelinta aadanaha.
Doorka Wakiilada AI ee ZeroOps
Wakiilada AI waxay door muhiim ah ka ciyaaraan ZeroOps iyagoo u adeegaya sidii buundada u dhaxaysa go'aan qaadashada aadanaha iyo fulinta tooska ah. Wakiiladan waxaa loo tababari karaa inay fahmaan socodka shaqada ee kakan, aqoonsadaan qaababka, iyo inay qaataan go'aano xog ogaal ah oo ku salaysan xogo ay horseedday xog. LangChain, oo ah madal horumarineed oo caan ah oo AI ah, ayaa bixisa qaab dhismeed adag oo lagu dhisayo laguna hawlgelinayo wakiilada AI kuwaas oo la falgali kara nidaamyo iyo qalab kala duwan.
LangChain: Furaha Furaha ee ZeroOps
LangChain waa madal il furan oo u sahlaysa horumariyayaasha inay dhisaan, tababaraan, oo geeyaan wakiilada AI iyagoo isticmaalaya luuqado kala duwan oo barnaamij ah, oo ay ku jiraan Python, Rust, iyo Go. Nidaamkeeda qaabdhismeedkeeda iyo maktabad ballaadhan oo ka kooban qaybo horay loo dhisay ayaa ka dhigaya doorashada ugu habboon ee lagu dhisayo xalalka ZeroOps. Awoodda LangChain ee isku-dhafka ilaha xogta ee kala duwan, API-yada, iyo nidaamyada waxay u suurtagelisaa wakiilada AI inay ururiyaan fikrado, go'aanno qaataan, oo ay qaadaan tallaabooyin wakhtiga dhabta ah.
DSPy: Maktabada Python ee ZeroOps
DSPy waa maktabad Python oo bixisa qalabyo iyo agabyo lagu dhisayo xalalka ZeroOps. Waxay bixisaa sifooyin kala duwan, oo ay ku jiraan habaynta xogta, barashada mashiinka, iyo otomaatiga. DSPy waxaa loo isticmaali karaa in lagu abuuro wakiilo AI caado u ah, la dhexgalo LangChain, oo la geeyo xalalka ZeroOps iyadoo la adeegsanayo qaab-dhismeedka caanka ah sida Django, FastAPI, iyo Flask.
Hirgelinta Dhabta ah ee ZeroOps
Aynu tixgelinno tusaale fudud oo ah dhisidda xalka ZeroOps anagoo adeegsanayna LangChain iyo DSPy. Ka soo qaad in aan rabno in aan si otomaatig ah u dirno arjiga webka anagoo adeegsanayna dhuumaha CI/CD. Waxaan u isticmaali karnaa LangChain si aan u abuurno wakiilka AI oo kormeera waxqabadka arjiga, ogaanaya cilladaha, oo kicinaya hawlgelinta marka loo baahdo.
`` Python
Soo rar maktabadaha loo baahan yahay
soo dejinta langchain Wakiilka soo dejinta dspy
Abuur wakiilka LangChain
wakiilka = langchain. Wakiil ( name="DeploymentAgent", description="Automatika u diritaanka codsiga shabakada", language="python" )
Qeex shaqada gaarka ah ee geynta
def deploy_app(): # Isticmaal DSPy si aad u kiciso hawlgelinta agent.trigger_deployment()
Abuur wakiilka DSPy
dspy_agent = Wakiil ( name="DeploymentAgent", description="Automatika u diritaanka codsiga shabakada", language="python" )
Isku dhafka LangChain iyo wakiilada DSPy
langchain_agent = langchain. Wakiil ( name="DeploymentAgent", description="Automatika u diritaanka codsiga shabakada", language="python", isdhexgalka=[dspy_agent] )
Tababar wakiilka LangChain
langchain_agent.tareen( xogta=[ {"input": "waxqabadka arjigu waa wanaagsan yahay", "wax soo saar": "daabulid looma baahna"}, {"input": "waxqabadka arjigu waa xun", "output": "deploy codsiga"} ] )
Geli wakiilka LangChain
langchain_agent.deploy() ``
5-10ka amar ee ugu badan ee la isticmaalo
Waa kuwan qaar ka mid ah amarada sida caadiga ah loo isticmaalo iyo qaybo yaryar oo loogu talagalay LangChain iyo DSPy:
- ** LangChain Abuuritaanka Wakiilka ***: `langchain. Wakiil
- ** Abuuritaanka Wakiilka DSPy ***:
dspy.Agent (magaca = "AgentName", description="AgentDescription", luqad = "language") - ** Isku dhafka LangChain iyo Wakiilada DSPy ***:
langchain. Wakiilka(isdhexgalka=[dspy_agent])) - **Tababarka Wakiilka LangChain **: `langchain_agent.train
- ** Diridda Wakiilka LangChain ***:
langchain_agent.deploy() - ** Kicinta geynta iyadoo la isticmaalayo DSPy**:
dspy_agent.kicinta_deployment() - ** Korjoogteynta Waxqabadka Codsiga ***:
langchain_agent.korjoogteynta_waxqabadka() - ** Ogaanshaha cilladaha **:
langchain_agent. ogow_anomalies() - ** kicinta keenista ku salaysan ogaanshaha Anomaly **:
langchain_agent.kiciya_deployment_on_anomaly() - **Isku-dhafka CI/ Dhuumaha CD ***:
langchain_agent.ku biir_cicd()
Muuqaalka
Halkan waxaa ah muuqaal sahlan oo socodka shaqada ZeroOps iyadoo la adeegsanayo Chart.js:
json { "type": "bar", "xogta": { "labels": ["Farogelinta Aadanaha", "Wakiilka AI", "Diritaan Toos ah"], "datasets": [ { "label": "ZeroOps Workflow", "xogta": [10, 80, 10], "backgroundColor": [ "rgba(255, 99, 132, 0.2)", "rgba (54, 162, 235, 0.2)", "rgba(255, 206, 86, 0.2)" ], "BorderColor": [ "rgba(255, 99, 132, 1)", "rgba (54, 162, 235, 1)", "rgba(255, 206, 86, 1)" ], "BorderWidth": 1 } ] }, "doorashooyinka": { "Miisaanka": { "y": { "beginAtZero": run } } } }
Gabagabo
ZeroOps waa habka kacaanka ee DevOps automation kaas oo ka faa'iidaysta awooda AI Agents, LangChain, iyo DSPy si loo hagaajiyo oo loo hagaajiyo socodka shaqada ee adag. Anagoo awood u siinaya wakiilada AI si ay go'aano u gaadhaan, u qaadaan ficilo, ugana bartaan waaya-aragnimada, waxaan ku gaari karnaa xaalad ku dhawaad eber faragelinta aadanaha. Iyadoo LangChain iyo DSPy, horumariyayaashu waxay dhisi karaan wakiilo AI caado u ah, la dhexgalaan nidaamyo iyo qalab kala duwan, oo geeyaan xalalka ZeroOps iyagoo isticmaalaya qaabab caan ah sida Django, FastAPI, iyo Flask. Sida muuqaalka horumarinta software-ka iyo hawlgallada uu sii socdo, ZeroOps waxay diyaar u tahay inay noqoto awood furaha otomaatigga, hufnaanta, iyo hal-abuurka.