Intangiriro
Mu buryo bugenda butera imbere mu iterambere rya porogaramu n'ibikorwa, igitekerezo cya ZeroOps cyagaragaye nk'urumuri rw'amizero ku mashyirahamwe ashaka gutangiza ibikorwa bya DevOps kugeza aho abantu bagera kuri zeru. ZeroOps ntabwo ari ijambo ryijambo gusa; byerekana uburyo bwimpinduramatwara kuri automatike ya DevOps ikoresha imbaraga za Artificial Intelligence (AI) na Machine Learning (ML) kugirango yorohereze kandi atezimbere ibikorwa bigoye. Muri iki kiganiro, tuzacengera mu masangano ya AI Agents, LangChain, DSPy, na DevOps Automation kugirango tumenye uburyo bwo kugera kuri ZeroOps.
ZeroOps ni iki?
ZeroOps ni leta aho DevOps yikora kugeza aho ibikorwa byabantu bigabanuka, kandi sisitemu irashobora kwikiza, kwishyiriraho, no kwikenura. Iyerekwa rya ZeroOps ntabwo rijyanye no gutangiza imirimo gusa ahubwo ni ugushiraho urusobe rwibinyabuzima rwonyine rushobora guhuza nibisabwa nibidukikije. Igitekerezo cyibanze ni uguha imbaraga abakozi ba AI gufata ibyemezo, gufata ibyemezo, no kwigira kuburambe, bityo bikagabanya gukenera abantu.
Uruhare rwabakozi ba AI muri ZeroOps
Abakozi ba AI bafite uruhare runini muri ZeroOps bakora nk'ikiraro hagati yo gufata ibyemezo byabantu no kubikora byikora. Izi ntumwa zirashobora gutozwa gusobanukirwa nakazi katoroshye, kumenya imiterere, no gufata ibyemezo byuzuye bishingiye kubushishozi bushingiye kumibare. LangChain, urubuga ruzwi cyane rwo guteza imbere AI, rutanga urwego rukomeye rwo kubaka no gukoresha ibikoresho bya AI bishobora gukorana na sisitemu nibikoresho bitandukanye.
LangChain: Urufunguzo Rufasha ZeroOps
LangChain ni urubuga rufunguye-rushoboza abitezimbere kubaka, guhugura, no gukoresha abakozi ba AI bakoresheje indimi zitandukanye, harimo Python, Rust, na Go. Ubwubatsi bwa modular nububiko bwibitabo bwagutse byubatswe mbere bituma bihitamo neza kubaka ibisubizo bya ZeroOps. Ubushobozi bwa LangChain bwo guhuza amakuru atandukanye, APIs, na sisitemu bifasha abakozi ba AI gukusanya ubushishozi, gufata ibyemezo, no gufata ibyemezo mugihe gikwiye.
DSPy: Isomero rya Python kuri ZeroOps
DSPy ni isomero rya Python ritanga ibikoresho nibikoresho byubaka ZeroOps ibisubizo. Itanga ibintu bitandukanye, harimo gutunganya amakuru, kwiga imashini, no kwikora. DSPy irashobora gukoreshwa mugukora ibikoresho bya AI byabigenewe, guhuza na LangChain, no gukoresha ibisubizo bya ZeroOps ukoresheje uburyo buzwi nka Django, FastAPI, na Flask.
Gushyira mubikorwa ZeroOps
Reka dusuzume urugero rworoshye rwo kubaka igisubizo cya ZeroOps ukoresheje LangChain na DSPy. Dufate ko dushaka guhita twohereza porogaramu y'urubuga dukoresheje umuyoboro wa CI / CD. Turashobora gukoresha LangChain kugirango dukore umukozi wa AI ukurikirana imikorere ya porogaramu, ukamenya ibintu bidasanzwe, kandi ugatera gahunda mugihe bibaye ngombwa.
`` python
Kuzana amasomero asabwa
gutumiza mu mahanga Kuva muri dspy itumiza abakozi
Kora umukozi wa LangChain
umukozi = ururimi. Byihutirwa ( izina = "DeploymentAgent", ibisobanuro = "Ihindura gahunda yo gukoresha urubuga", ururimi = "python" )
Sobanura imikorere yihariye yo kohereza
def kohereza_app (): # Koresha DSPy kugirango utangire gahunda umukozi.trigger_deployment ()
Kora umukozi wa DSPy
dspy_agent = Intumwa ( izina = "DeploymentAgent", ibisobanuro = "Ihindura gahunda yo gukoresha urubuga", ururimi = "python" )
Huza abakozi ba LangChain na DSPy
urunigi_agent = ururimi. izina = "DeploymentAgent", ibisobanuro = "Ihindura gahunda yo gukoresha urubuga", ururimi = "python", kwishyira hamwe = [dspy_agent] )
Hugura umukozi wa LangChain
langchain_agent.imyitozo ( amakuru = [ {"icyinjijwe": "imikorere ya porogaramu ni nziza", "ibisohoka": "nta kohereza bikenewe"}, {"kwinjiza": "imikorere ya porogaramu ni mbi", "ibisohoka": "ohereza porogaramu"} ] )
Kohereza umukozi wa LangChain
langchain_agent.deploy () `` `
Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Uduce
Hano hari amwe mumabwiriza akoreshwa cyane hamwe nibisobanuro bya LangChain na DSPy:
- ** Guhuza LangChain na DSPy Agents **:
langchain.Agent (integrations = [dspy_agent]) - ** Amahugurwa ya LangChain Umukozi **:
langchain_agent.train (data = [{" icyinjijwe ":" icyinjijwe "," ibisohoka ":" ibisohoka "}]) - ** Kohereza abakozi ba LangChain **:
langchain_agent.deploy () - ** Gukurura Kohereza ukoresheje DSPy **:
dspy_agent.trigger_deployment () - ** Gukurikirana imikorere yo gusaba **:
langchain_agent.mugenzuzi_imikorere () - ** Gutahura Anomalies **:
langchain_agent.detect_anomalies () - ** Gukurura Imbarutso ishingiye kuri Anomaly Detection **:
langchain_agent.trigger_deployment_on_anomaly () - ** Kwishyira hamwe numuyoboro wa CI / CD **:
langchain_agent.integrate_with_cicd ()
Kugaragara
Dore amashusho yoroheje yerekana ibikorwa bya ZeroOps ukoresheje Chart.js:
json { "ubwoko": "akabari", "amakuru": { "labels": ["Intervention y'abantu", "AI Agent", "Kohereza byikora"], "imibare": [ { "label": "ZeroOps Workflow", "amakuru": [10, 80, 10], "backgroundColor": [ "rgba (255, 99, 132, 0.2)", "rgba (54, 162, 235, 0.2)", "rgba (255, 206, 86, 0.2)" ], "umupaka w'amabara": [ "rgba (255, 99, 132, 1)", "rgba (54, 162, 235, 1)", "rgba (255, 206, 86, 1)" ], "Ubugari bwumupaka": 1 } ] }, "amahitamo": { "umunzani": { "y": { "gutangiraAtZero": ukuri } } } } `
Umwanzuro
ZeroOps nuburyo bwimpinduramatwara kuri automatike ya DevOps ikoresha imbaraga za AI Agents, LangChain, na DSPy kugirango yorohereze kandi atezimbere ibikorwa bigoye. Muguha imbaraga abakozi ba AI gufata ibyemezo, gufata ibyemezo, no kwigira kuburambe, dushobora kugera kumurongo wo gutabara abantu hafi ya zeru. Hamwe na LangChain na DSPy, abitezimbere barashobora kubaka ibikoresho bya AI byihariye, bagahuza na sisitemu nibikoresho bitandukanye, kandi bagakoresha ibisubizo bya ZeroOps bakoresheje uburyo buzwi nka Django, FastAPI, na Flask. Mugihe imiterere yiterambere rya software hamwe nibikorwa bikomeje kugenda bitera imbere, ZeroOps yiteguye kuba umusemburo wingenzi wo gutangiza, gukora neza, no guhanga udushya.