Okwu mmalite
N'ọdịdị mmepe ngwanrọ na arụmọrụ na-agbanwe agbanwe mgbe niile, echiche nke ZeroOps apụtala dị ka mgbama nke olile anya maka òtù dị iche iche na-achọ imezi usoro DevOps ha ruo n'ókè nke enyemaka mmadụ dị nso. ZeroOps abụghị naanị okwu efu; ọ na-anọchi anya usoro mgbanwe maka automation DevOps nke na-enye ike nke Artificial Intelligence (AI) na Machine Learning (ML) iji kwalite ma kwalite usoro ọrụ mgbagwoju anya. N'isiokwu a, anyị ga-abanye n'ime njikọ nke AI Agents, LangChain, DSPy, na DevOps Automation iji chọpụta ohere nke ịnweta ZeroOps.
Gịnị bụ ZeroOps?
ZeroOps bụ steeti ebe DevOps na-akpaghị aka ruo n'ókè ebe a na-ebelata ntinye aka mmadụ, na usoro ahụ nwere ike ịgwọ onwe ya, hazie onwe ya, na ịkwalite onwe ya. Ọhụụ a nke ZeroOps abụghị naanị maka ịrụ ọrụ akpaaka kama ọ bụ maka ịmepụta gburugburu ebe obibi na-ejide onwe ya nke nwere ike ime mgbanwe na mgbanwe chọrọ na gburugburu. Echiche bụ isi bụ inye ndị ọrụ AI ike ime mkpebi, mee ihe, na ịmụta site na ahụmahụ, si otú ahụ belata mkpa nke enyemaka mmadụ.
Ọrụ nke ndị nnọchi anya AI na ZeroOps
Ndị nnọchi anya AI na-arụ ọrụ dị mkpa na ZeroOps site na ije ozi dị ka àkwà mmiri n'etiti ime mkpebi mmadụ na ogbugbu akpaaka. Enwere ike ịzụ ndị ọrụ ndị a ka ha ghọta usoro ọrụ dị mgbagwoju anya, chọpụta usoro, na ime mkpebi ziri ezi dabere na nghọta sitere na data. LangChain, ikpo okwu mmepe AI na-ewu ewu, na-enye usoro siri ike maka iwulite na ibuga ndị ọrụ AI nwere ike iji usoro na ngwaọrụ dị iche iche na-emekọrịta ihe.
LangChain: Isi ihe na-enyere ZeroOps aka
LangChain bụ ikpo okwu mepere emepe nke na-enyere ndị mmepe aka iwulite, zụọ, na ibunye ndị ọrụ AI site na iji ọtụtụ asụsụ mmemme, gụnyere Python, Rust, na Go. Ihe owuwu modular ya na nnukwu ọbá akwụkwọ nke ihe arụrụrịrịrị na-eme ka ọ bụrụ nhọrọ kacha mma maka iwulite azịza ZeroOps. Ikike LangChain ijikọ na isi mmalite data dị iche iche, API, na sistemụ na-enyere ndị ọrụ AI aka ịchịkọta nghọta, mee mkpebi na ime ihe ozugbo.
DSPy: Ọbá akwụkwọ Python maka ZeroOps
DSPy bụ ọba akwụkwọ Eke Ọgba nke na-enye otu ngwaọrụ na akụrụngwa iji wuo ihe ngwọta ZeroOps. Ọ na-enye atụmatụ dị iche iche, gụnyere nhazi data, mmụta igwe, na akpaaka. Enwere ike iji DSPy mepụta ndị nnọchi anya AI omenala, jikọta ya na LangChain, ma tinye ihe ngwọta ZeroOps site na iji usoro ndị a ma ama dị ka Django, FastAPI, na Flask.
Mmejuputa ZeroOps bara uru
Ka anyị tụlee ihe atụ dị mfe nke iwuli ngwọta ZeroOps site na iji LangChain na DSPy. Ka e were ya na anyị chọrọ iji pipụ CI/CD megharịa ntinye nke ngwa weebụ. Anyị nwere ike iji LangChain mepụta onye nnọchi anya AI nke na-enyocha arụmọrụ ngwa ahụ, chọpụta ihe adịghị mma, ma kpalite mbugharị mgbe ọ dị mkpa.
"Python
Bubata ọba akwụkwọ achọrọ
mbubata langchain sitere na onye nnọchi anya mbubata dspy
Mepụta onye nnọchi anya LangChain
onye nnọchi anya = langchain.Agent ( aha = "DeploymentAgent", nkọwa = "Nkwanye ngwa weebụ na-akpaghị aka", asụsụ = "python" )
Kọwaa ọrụ omenala maka mbugharị
def deploy_app(): # Jiri DSPy kpalite mbugharị agent.trigger_deployment()
Mepụta onye nnọchi anya DSPy
dspy_agent = onye nnọchi anya ( aha = "DeploymentAgent", nkọwa = "Nkwanye ngwa weebụ na-akpaghị aka", asụsụ = "python" )
Jikọta ndị nnọchi anya LangChain na DSPy
langchain_agent = langchain.Agent( aha = "DeploymentAgent", nkọwa = "Nkwanye ngwa weebụ na-akpaghị aka", asụsụ = "python", integrations=[dspy_agent] )
Zụlite onye nnọchi anya LangChain
langchain_agent.train data =[ {"input": "Arụmọrụ ngwa dị mma", "mmepụta": "ọ dịghị mkpa mbugharị achọrọ"}, {"input": "Arụmọrụ ngwa adịghị njọ", "mmepụta": "ngwa-ebuga ngwa"} ] )
Nyefee onye nnọchi anya LangChain
langchain_agent.deploy() ``
Top 5-10 Iwu/Snippets kacha eji
Nke a bụ ụfọdụ iwu na snippets ndị a na-ejikarị maka LangChain na DSPy:
- ** LangChain Agent Creation**:
langchain.Agent (aha = "AgentName", nkọwa = "AgentDescription", asụsụ = "asụsụ") - ** DSPy Agent Creation**:
dspy.Agent(aha = "AgentName", nkọwa = "AgentDescription", asụsụ = "asụsụ") - ** Ijikọ LangChain na DSPy Agents **:
langchain.Agent(integrations=[dspy_agent])) - ** Ọzụzụ LangChain Agent **: `langchain_agent.train(data=[{"ntinye": "ntinye", "mmepụta":" mmepụta"}])'
- ** Na-ebuga onye nnọchi anya LangChain **:
langchain_agent.deploy() - Na-akpalite ntinye n'iji DSPy:
dspy_agent.trigger_deployment() - ** Arụmọrụ Ngwa nlekota **:
langchain_agent.monitor_performance() - ** Ịchọpụta Anomalies **:
langchain_agent. chọpụta_anomalies() - ** Na-akpali ntinye nke dabere na nchọpụta Anomaly **:
langchain_agent.trigger_deployment_on_anomaly() - ** Ijikọ na CI/CD Pipeline **:
langchain_agent.integrate_with_cicd()
Nlere anya
Nke a bụ nhụta dị mfe nke usoro ọrụ ZeroOps na-eji Chart.js:
Json { "ụdị": "ogwe", "data": { "labels": ["Ntinye aka mmadụ", "AI onye nnọchite anya", "Nkwanye akpaaka"], "datasets": [ { "label": "Uru ọrụ ZeroOps", "data": [10, 80, 10], "backgroundAgba": [ "rgba (255, 99, 132, 0.2)", "rgba (54, 162, 235, 0.2)", "rgba (255, 206, 86, 0.2)" ], "BorderAgba": [ "rgba (255, 99, 132, 1)", "rgba (54, 162, 235, 1)", "rgba (255, 206, 86, 1)" ], "BorderWiidth": 1 } ] }, "Nhọrọ": { "ọnụego": { "y": { "beginAtZero": eziokwu } } } } ``
Mmechi
ZeroOps bụ usoro mgbanwe maka akpaaka DevOps nke na-enye ike nke AI Agents, LangChain, na DSPy iji kwalite ma kwalite usoro ọrụ siri ike. Site n'inye ndị ọrụ AI ike ime mkpebi, mee ihe, na ịmụta site na ahụmahụ, anyị nwere ike nweta ọnọdụ enyemaka mmadụ dị nso na efu. Na LangChain na DSPy, ndị mmepe nwere ike iwulite ndị ọrụ AI omenala, jikọta ya na usoro na ngwá ọrụ dị iche iche, ma tinye ngwọta ZeroOps site na iji usoro ndị a ma ama dị ka Django, FastAPI, na Flask. Ka odida obodo nke mmepe ngwanrọ na arụmọrụ na-aga n'ihu na-agbanwe, ZeroOps dị njikere ịghọ isi ihe na-enye akpaaka, arụmọrụ, na ihe ọhụrụ.