Mepụta onye nnọchi anya AI ọhụrụ | B4N1

Mepụta onye nnọchi anya AI ọhụrụ

8 months ago · b4n1 Read time: 4 min

** Ebe ZeroOps: Ịkwalite Agent AI maka njikwa usoro ndụ API akpaaka ***

** Okwu mmalite**

Odida obodo mmepe ngwanrọ na-enwe mgbanwe dị ukwuu, nke nnabata na-abawanye nke ọgụgụ isi mmadụ (AI), mmụta igwe (ML), na teknụzụ akpaaka. Otu n'ime isi ebe teknụzụ ndị a na-enwe mmetụta dị ukwuu bụ na njikwa ndụ API. N'isiokwu a, anyị ga-enyocha nkwụsị nke ZeroOps, AI Agents, na API lifecycle management site na iji ngwá ọrụ nhazi dị ka DSPy na LangChain, na-elekwasị anya na nhazi ngwanrọ dị elu na nhazi DevOps.

Gịnị bụ ZeroOps?

ZeroOps bụ usoro mmepe ngwanrọ nke na-achọ iwepụ mkpa maka ọrụ aka na ọrụ mmezi. Ọ dabere na echiche nke "Agent AI," ebe ndị ọrụ AI na-eji arụ ọrụ arụ ọrụ, mee mkpebi na ime ihe n'aha mmadụ. N'ihe gbasara njikwa ndụ API, ZeroOps na-enyere aka ịmepụta ọgwụgwọ onwe onye, ​​​​njikwa onwe ya, na API nke nwere ike ime mgbanwe na ihe ndị chọrọ na gburugburu ebe obibi.

** Ọrụ AI na API Lifecycle Management**

AI Agentic bụ isi ihe na-enyere ZeroOps aka na njikwa okirikiri ndụ API. Enwere ike iji ndị ọrụ AI rụzie ọrụ dị ka:

  1. ** Nbugharị API ***: Ndị ọrụ AI nwere ike ịmegharị ntinye nke API na gburugburu dị iche iche, gụnyere mmepe, ule, nhazi, na mmepụta.
  2. ** Nleba anya API ***: Ndị ọrụ AI nwere ike nyochaa API maka arụmọrụ, nchekwa, na okwu ndị ọzọ, ma mee ihe ndozi dị ka ọ dị mkpa.
  3. ** API njikarịcha ***: Ndị ọrụ AI nwere ike nyochaa usoro ojiji API ma kwalite arụmọrụ API, scalability, na nchekwa.
  4. ** Nchekwa API ***: Ndị ọrụ AI nwere ike ịchọpụta ma zaghachi ihe iyi egwu nchekwa, dị ka imebi igodo API ma ọ bụ ohere na-enweghị ikike.

** Ngwa Orchestration: DSPy na LangChain ***

DSPy na LangChain bụ ngwá ọrụ egwu egwu abụọ a ma ama na-enyere aka ịmepụta sistemụ AI na-ahụ maka njikwa ndụ API. Ngwá ọrụ abụọ a na-enye usoro na-agbanwe agbanwe na nke nwere ike ime ka ndị ọrụ AI nwee ike ịmepụta ọrụ, mee mkpebi, ma mee ihe.

DSPy

DSPy bụ ngwa egwu egwu sitere na Python nke na-enye API dị mfe ma nwee nghọta maka iwulite ndị nnọchi anya AI. DSPy na-enye ndị mmepe ohere ịmepụta ndị ọrụ AI nwere ike imekọrịta ihe na sistemụ dị iche iche, gụnyere API, ọdụ data, na ahịrị izi ozi.

** LangChain ***

LangChain bụ ngwá ọrụ orchestration dabeere na Rust nke na-enye usoro dị elu na mgbanwe maka iwulite ndị ọrụ AI. LangChain na-enye ndị mmepe ohere ịmepụta ndị ọrụ AI nwere ike iji usoro dị iche iche na-emekọrịta ihe, gụnyere API, ọdụ data, na ahịrị ozi, ma na-enye atụmatụ dị iche iche maka ịmepụta usoro AI dị mgbagwoju anya.

** Ọmụmaatụ Bara Uru: Na-arụ ọrụ API na DSPy**

Nke a bụ ọmụmaatụ dị mfe nke otu esi eji DSPy rụọ ọrụ ntinye API: "Python mbubata dspy

onye nnọchi anya = dspy.Agent()

Kọwaa edemede ntinye

def deploy_api(): # Nyefee API na gburugburu mmepe agent.deploy_api("dev")

Kọwaa mkpalite mbugharị

akpalite = dspy.Trigger("deploy_api", deploy_api)

Bido onye nnọchi anya AI

agent.start()

kpalite edemede ntinye

akpalite.trigger() `` Usoro a na-emepụta onye ọrụ AI ọhụrụ, na-akọwapụta edemede ntinye nke na-ebuga API na gburugburu ebe mmepe, na-akọwapụta ihe na-akpali akpali nke na-eme ka edemede ntinye akwụkwọ mgbe otu ihe omume mere.

** Iwu 5-10 Kachasị Eji mee ihe

Nke a bụ iwu/snippets 5-10 kacha eji eme ihe maka DSPy na LangChain:

DSPy

  1. agent.deploy_api(env): Na-ebuga API na gburugburu ebe a kapịrị ọnụ.
  2. `agent.monitor_api()': Na-enyocha API maka arụmọrụ, nchekwa na okwu ndị ọzọ.
  3. agent.optimize_api(): Na-ebuli arụmọrụ API, scalability na nchekwa.
  4. agent.security_check(): Na-enyocha API maka ihe iyi egwu nchekwa.
  5. `agent.trigger(trigger_name, func): Na-akpalite otu ọrụ mgbe otu mmemme mere.

LangChain

  1. agent.deploy_api(env): Na-ebuga API na gburugburu ebe a kapịrị ọnụ.
  2. `agent.monitor_api()': Na-enyocha API maka arụmọrụ, nchekwa na okwu ndị ọzọ.
  3. agent.optimize_api(): Na-ebuli arụmọrụ API, scalability na nchekwa.
  4. agent.security_check(): Na-enyocha API maka ihe iyi egwu nchekwa.
  5. `agent.trigger(trigger_name, func): Na-akpalite otu ọrụ mgbe otu mmemme mere.

** Nlegharị anya ***

Nke a bụ nleba anya nke sistemụ AI na-ahụ maka njikwa ndụ API site na iji DSPy na LangChain: chaatị { "ụdị": "ogwe", "data": { "labels": ["Nkwanye", "Nlebaanya", "Njikwaa", "Nchekwa"], "datasets": [ { "label": "DSPy", "backgroundColor": "rgba(255, 99, 132, 0.2)", "BorderColor": "rgba(255, 99, 132, 1)", "data": [10, 15, 7, 12] }, { "label": "LangChain", "backgroundColor": "rgba(54, 162, 235, 0.2)", "borderColor": "rgba(54, 162, 235, 1)", "data": [8, 12, 9, 10] } ] }, "Nhọrọ": { " aha": { "ngosi": eziokwu, "ederede": "Sistemụ AI maka njikwa okirikiri ndụ API" }, "ọnụego": { "yAxes": [ { "akara aka": { "beginAtZero": eziokwu } } ] } } } Chaatị a na-egosi arụmọrụ nke DSPy na LangChain na ọrụ dị iche iche, gụnyere ntinye, nlekota oru, njikarịcha, na nchekwa.

Mkpebi

N'isiokwu a, anyị nyochara nkwụsị nke ZeroOps, AI Agents, na API lifecycle management site na iji ngwá ọrụ nhazi dị ka DSPy na LangChain. Anyị tụlere uru nke AI AI na-arụ ọrụ akpaaka, ime mkpebi, na ime ihe, wee nye ihe atụ bara uru nke otu esi eji DSPy rụọ ọrụ ntinye API. Anyị depụtara n'elu 5-10 iwu / snippets kacha eji maka DSPy na LangChain wee nye nleba anya nke sistemụ AI na-ahụ maka njikwa ndụ API.

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