ZeroOps: Nweta akụrụngwa kwụụrụ onwe ya na ngwa AI na ngwa orchestration

** Okwu mmalite**

N'ime odida obodo nke injinịa ngwanrọ na DevOps na-agbanwe agbanwe, echiche nke ZeroOps apụtala dị ka usoro mgbanwe maka njikwa akụrụngwa. ZeroOps bu n'obi nweta akụrụngwa kwụụrụ onwe ya, ebe sistemụ nwere ike ịgwọ onwe ya, hazie onwe ya, na ịkwalite onwe ya na-enweghị enyemaka mmadụ. Emere ka ọhụụ a kwe omume site na nchikota nke Artificial Intelligence (AI), injinịa sọftụwia, na automation DevOps. N'isiokwu a, anyị ga-abanye n'ime njikọ nke teknụzụ ndị a ma chọpụta otú AI na-arụ ọrụ na-arụ ọrụ na orchestration ngwá ọrụ dị ka LangChain na DSPy nwere ike isi nyere aka nweta ZeroOps na igwe ojii na usoro scalable.

Nsogbu dị na njikwa akụrụngwa ọdịnala

Nlekọta akụrụngwa ọdịnala gụnyere nhazi akwụkwọ ntuziaka, nleba anya na nchọpụta nsogbu nke sistemu. Ụzọ a na-enwekarị mmejọ, adịghị arụ ọrụ, na nsogbu scalability. Ka usoro na-eto eto na mgbagwoju anya, mkpa nke ntinye aka nke mmadụ na-abawanye, na-eduga n'ịba ụba ego, nkwụsịtụ, na nkụda mmụọ. Usoro ọdịnala na-egbochikwa ihe ọhụrụ, ebe ndị na-emepụta ihe na ndị na-arụ ọrụ na-adaba site na ọrụ nkịtị, na-ahapụ obere oge maka atụmatụ atụmatụ.

** Mbilite nke AI na ngwa orchestration.

AI Agentic, akụkụ nke ọgụgụ isi, na-ezo aka na sistemụ nwere ike imere onwe ha ihe, na-eme mkpebi na ime ihe na-enweghị enyemaka mmadụ. Ngwá ọrụ orchestration, n'aka nke ọzọ, na-emezi njikwa nke usoro mgbagwoju anya site na ịhazi mmekọrịta dị n'etiti ihe dị iche iche. Njikọ nke AI na-arụ ọrụ na-arụ ọrụ na orchestration ewepụtala klas ọhụrụ nke sistemụ nwere ike ijikwa onwe ya, gwọọ onwe ya, na ịkwalite onwe ya.

** LangChain: Usoro maka AI Agenttic AI ***

LangChain bụ usoro mepere emepe nke na-enyere ndị mmepe aka iwulite sistemu AI. Ọ na-enye otu ngwaọrụ na ọba akwụkwọ maka nhazi asụsụ eke (NLP), mmụta igwe (ML), na mmepe ngwanrọ. Emebere ihe owuwu nke LangChain iji kwado imepụta sistemu kwụụrụ onwe ya nke nwere ike soro mmadụ na sistemu ndị ọzọ na-emekọrịta ihe n'ụzọ bara uru.

"Python

si langchain bubata LLMChain

Kọwaa LLMChain dị mfe

llm_chain = LLMChain ( llm_name = "ederede-davinci-003", okpomọkụ = 0.7, max_length=2048, min_ogologo=128, )

Jiri LLMChain mepụta ederede

ederede = llm_chain.run ("Dee obere akụkọ gbasara nwamba") ebipụta(ederede) ``

** DSPy: Usoro maka Orchestration ***

DSPy bụ usoro mepere emepe nke na-enye ngwa ọrụ na ọba akwụkwọ maka iwu sistemu orchestration. Ọ na-enyere ndị mmepe aka ịmegharị njikwa nke usoro mgbagwoju anya site na ịhazi mmekọrịta dị n'etiti ihe dị iche iche. Emebere ihe owuwu nke DSPy iji mee ka imepụta sistemu nwere ike ịgbatị na mmejọ.

"Python

Ihe atụ koodu DSPy

si dspy mbubata Workflow

Kọwaa usoro ọrụ dị mfe

usoro ọrụ = usoro ọrụ aha = "ihe atụ_usoro ọrụ", ọrụ =[ {"name": "task1", "ụdị": "shell", "iwu": "echo 'Ndewo Ụwa'"}, {"name": "task2", "ụdị": "python", "script": "ebipụta ('Ndewo Ụwa')"}, ], )

Mepụta usoro ọrụ

workflow.run() ``

** Iji Agentic AI na Ngwa Orchestration nweta ZeroOps ***

Ngwakọta nke AI na-arụ ọrụ na-arụ ọrụ na orchestration dị ka LangChain na DSPy na-eme ka o kwe omume iji nweta ZeroOps na igwe ojii na usoro scalable. Site na imezi njikwa nke sistemụ mgbagwoju anya, ndị mmepe na ndị na-arụ ọrụ nwere ike ilekwasị anya na atụmatụ atụmatụ, ebe sistemụ na-ejikwa onwe ya, na-agwọ onwe ya, na-ebuli onwe ya elu.

Uru nke ZeroOps

Uru nke ZeroOps dị ọtụtụ:

** Mmụba arụmọrụ ***: njikwa akụrụngwa akpaaka na-ebelata mperi akwụkwọ ntuziaka ma na-abawanye nrụpụta. ** Mmelite scalability ***: Sistemu nwere ike ịbawanye ma ọ bụ gbadaa na-akpaghị aka, na-enweghị enyemaka mmadụ. ** Enwekwukwa ntụkwasị obi ***: Usoro ọgwụgwọ onwe onye na-ebelata oge ịdalata ma melite ntụkwasị obi sistemu niile. ** Mbelata ego ***: njikwa akụrụngwa akpaaka na-ebelata mkpa ọ dị maka itinye aka mmadụ, na-eduga n'ichekwa ọnụ ahịa.

** Iwu 5-10 Kachasị Eji mee ihe

Nke a bụ ụfọdụ iwu na snippets ndị a na-ejikarị maka LangChain na DSPy:

** LangChain *** + llm_chain.run("ederede"): Jiri LLMChain rụọ ọrụ ọgbọ ederede. + llm_chain.train("data"): zụọ ụdị asụsụ site na iji LLMChain. + llm_chain.evaluate("ederede"): Nyochaa arụmọrụ nke ụdị asụsụ site na iji LLMChain. ** DSPy *** + workflow.run(): Jiri usoro DSPy rụọ usoro ọrụ. + workflow.status(): Nweta ọkwa nke usoro ọrụ site na iji usoro DSPy. + workflow.log(): Nweta nsonaazụ ndekọ nke usoro ọrụ site na iji usoro DSPy.

** Nlegharị anya ***

Nke a bụ eserese dị mfe na-eji Chart.js iji hụ uru nke ZeroOps:

Json { "ụdị": "ogwe", "data": { "labels": ["Mbawanye arụmọrụ", "Mmelite Scalability", "Enwekwara ntụkwasị obi", "Ego Mbelata"], "datasets": [ { "label": "Uru nke ZeroOps", "data": [90, 85, 95, 80], "backgroundColor": ["#4CAF50", "#FF9800", "#2196F3", "#009688"], "BorderColor": ["#4CAF50", "#FF9800", "#2196F3", "#009688"], "BorderWiidth": 1 } ] }, "Nhọrọ": { " aha": { "ngosi": eziokwu, "text": "Uru nke ZeroOps" }, "ọnụego": { "yAxes": [ { "akara aka": { "beginAtZero": eziokwu } } ] } } } ``

Mkpebi

ZeroOps bụ usoro mgbanwe maka njikwa akụrụngwa nke na-enyere sistemu aka kwụụrụ onwe ya aka ijikwa onwe ya, gwọọ onwe ya na ibuli onwe ya elu. Site n'iji ngwa AI na orchestration AI na-arụ ọrụ dị ka LangChain na DSPy, ndị mmepe na ndị na-arụ ọrụ nwere ike nweta arụmọrụ na-abawanye ụba, nkwalite scalability, nkwalite ntụkwasị obi, yana ọnụ ahịa belata. Ka nkà na ụzụ na-aga n'ihu na-agbanwe, anyị nwere ike ịtụ anya ịhụ ọbụna ngwa ọhụrụ nke ZeroOps na igwe ojii na usoro scalable.