** Iji koodu AI emepụtara na ngwa orchestration na-eme ZeroOps**

** Okwu mmalite**

Na mpaghara mmepe ngwanrọ na-agbanwe agbanwe mgbe niile, echiche nke ZeroOps apụtala dị ka usoro mgbanwe iji kwalite usoro mmepe ahụ. ZeroOps na-achọ imezi usoro ndụ mmepe niile, site na ọgbọ koodu ruo na mbugharị, na-enye ndị mmepe ohere itinye uche na atụmatụ dị elu na imepụta ihe. Edemede a na-enyocha njikọ nke AI, DevOps, na ngwa orchestration dị ka DSPy na LangChain iji nweta ZeroOps.

Gịnị bụ ZeroOps?

ZeroOps bụ paradaịs nke na-achọ iwepụ mkpa maka itinye akwụkwọ na ntinye akwụkwọ site na iji koodu AI na-emepụta ngwa na ngwa ngwa. Ụzọ a na-enyere ndị mmepe aka itinye uche n'ịkọwa nsogbu ahụ na ihe a chọrọ, ebe usoro AI na-emepụta koodu dị mkpa ma tinye ya na mmepụta. ZeroOps abụghị maka dochie ndị mmepe, kama ọ na-abawanye ike ha ilekwasị anya na ọrụ dị elu.

** Ọrụ AI na ZeroOps ***

ọgụgụ isi Artificial (AI) na-arụ ọrụ dị mkpa na ZeroOps site na ịmepụta koodu na-emezu ihe achọrọ nke ọrụ ahụ. Ngwá ọrụ mmepụta koodu AI kwadoro nwere ike nyochaa ngalaba nsogbu ahụ, chọpụta ụlọ akwụkwọ dị mkpa na nhazi, ma mepụta koodu dị elu nke na-ezute nkọwa ndị a chọrọ. Nke a na-ewepụ mkpa nzuzo nzuzo, na-ebelata oge na mbọ achọrọ iji mepụta ngwanrọ.

** Ngwa Orchestration: DSPy na LangChain ***

Ngwá ọrụ nhazi dị ka DSPy na LangChain bụ akụkụ dị mkpa nke gburugburu ebe obibi ZeroOps. Ngwá ọrụ ndị a na-eme ka akpaaka nke ntinye, scaling, na nlekota nke ngwa, na-eme ka njikọ na-enweghị ntụpọ na koodu AI mepụtara. DSPy, ngwá ọrụ orchestration dabeere na Python, na-enye API dị mfe na nke nwere ọgụgụ isi maka ịkọwapụta usoro ọrụ yana ọrụ akpaaka. LangChain, usoro dabere na Rust, na-enye atụmatụ atụmatụ zuru oke maka iwulite na ibuga ngwa ndị AI kwadoro.

Ọmụmaatụ DSPy: Nbunye akpaaka

"Python mbubata dspy

usoro ọrụ = dspy. Usoro ọrụ ( aha = "my_deployment", ọrụ =[ dspy.Task("wuo", "wuo ngwa m"), dspy.Task("deploy", "bufee ngwa m na mmepụta"), ] )

Kọwaa nhazi nke ntinye

nhazi = dspy.Config( build_command = "python setup.py build", deploy_command="python deploy.py", )

Mepụta usoro eji arụ ọrụ

dspy.run (usoro ọrụ, nhazi) ``

LangChain Ọmụmaatụ: Iwuli ngwa AI kwadoro

`` nchara jiri langchain :: {chain, prompt};

// Kọwaa ụdị AI na ngwa ngwa ka ihe nlereanya = yinye :: nlereanya :: Model :: ọhụrụ ("ederede-davinci-003"); let Quick = "Dee ọrụ Python iji gbakọọ nchikota ọnụọgụ abụọ";

// Mepụta koodu ahụ ka koodu = model.generate_code (ngwa ngwa);

// Bipụta koodu emepụtara println! ("{}", koodu); ``

** Iwu 5-10 Kachasị Eji mee ihe

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

• DSP:
  • `dspy.run(usoro ọrụ, nhazi)': Gbaa usoro nhazi ọrụ
  • dspy.Workflow(aha = "my_deployment", aga-eme =[...]): Kọwaa usoro ọrụ mbugharị
  • dspy.Task(aha = "wuo", iwu = "python setup.py build"): Kọwaa otu ọrụ n'ime usoro ntinye ọrụ. LangChain:
  • Chain :: Model :: Model :: ọhụrụ("text-davinci-003"): Mepụta ụdị AI ọhụrụ
  • `Chain:: ozugbo ("Dee ọrụ Python iji gbakọọ ọnụọgụ ọnụọgụ abụọ")': Kọwaa ngwa ngwa maka ụdị AI.
  • model.generate_code(ngwa ngwa) : Mepụta koodu dabere na ngwa ngwa

** Nlegharị anya ***

Nke a bụ nleba anya nke usoro ọrụ ZeroOps na-eji Chart.js:

Json { "ụdị": "ogwe", "data": { "labels": ["Ọgbọ koodu", "Nkwanye", "Nlebaanya"], "datasets": [ { "label": "Uru ọrụ ZeroOps", "data": [10, 20, 30], "backgroundColor": ["#4CAF50", "#FF9800", "#2196F3"] } ] }, "Nhọrọ": { " aha": { "ngosi": eziokwu, "ederede": "Usoro ọrụ ZeroOps" }, "ọnụego": { "yAxes": [ { "akara aka": { "beginAtZero": eziokwu } } ] } } } ``

Ọhụụ a na-egosi usoro atọ bụ isi nke usoro ọrụ ZeroOps: ọgbọ koodu, ntinye, na nleba anya.

Mkpebi

Ịmejuputa ZeroOps na koodu AI mepụtara na ngwá ọrụ nhazi dịka DSPy na LangChain na-enye usoro mgbanwe maka mmepe ngwanrọ. Site na imezi usoro ndụ mmepe mmepe, ndị mmepe nwere ike ilekwasị anya na atụmatụ dị elu na imepụta ihe, na-eduga n'ịbawanye nrụpụta na ihe ọhụrụ. Ka teknụzụ na-aga n'ihu na-etolite, anyị nwere ike ịtụ anya ịhụ ọbụna ngwa ndị ọzọ ọkaibe nke ZeroOps na ụlọ ọrụ dị iche iche.

** Ntuziaka ga-eme n'ọdịnihu ***

Ọdịnihu nke ZeroOps nwere nkwa dị ukwuu, yana nyocha na mmepe na-aga n'ihu n'ọgbọ koodu AI na-akwado na ngwa ọrụ egwu. Ụfọdụ mpaghara nwere ike ime nyocha gụnyere:

** ụdị AI emelitere ***: Na-emepe ụdị AI ziri ezi na nke ọma nke nwere ike iwepụta koodu dị elu. ** Ngwá ọrụ orchestration emelitere ***: Mepụta ngwa ọgụ zuru oke yana enyi na enyi nke nwere ike ịmegharị usoro ọrụ siri ike. ** Njikọ na teknụzụ ndị ọzọ ***: ijikọ ZeroOps na teknụzụ ndị ọzọ na-apụta, dị ka blockchain na ịntanetị nke ihe (IoT).

Ka ubi ahụ na-aga n'ihu na-etolite, anyị nwere ike ịtụ anya ịhụ ọbụna ngwa ọhụrụ nke ZeroOps na ụlọ ọrụ dị iche iche, na-eduga n'ịbawanye arụpụta ọrụ, arụmọrụ, na ihe ọhụrụ.