Ṣiṣe Agentic AI ni Automation DevOps pẹlu StackGen ati DSPy

** Ṣiṣe Agentic AI ni adaṣe DevOps pẹlu StackGen ati DSPy ***

Ibere

Ilẹ-ilẹ DevOps n dagba ni iyara, pẹlu isọdọmọ ti o pọ si ti Imọ-jinlẹ Artificial (AI) ati awọn imọ-ẹrọ Ẹkọ ẹrọ (ML) lati ṣe adaṣe ati mu awọn iṣan-iṣẹ ṣiṣẹ. Ọkan ninu awọn idagbasoke ti o wuyi julọ ni aaye yii ni ifarahan ti AI Agent, eyiti o fun awọn eto laaye lati kọ ẹkọ, ṣe deede, ati ṣe awọn ipinnu ni adase. Ninu àpilẹkọ yii, a yoo ṣawari bi o ṣe le ṣe imuse Agentic AI ni adaṣe DevOps nipa lilo StackGen ati DSPy, pẹlu idojukọ lori mimu ọna ti a ṣeto ati isọpọ pẹlu LangChain fun idagbasoke aṣoju.

** Kini Agent AI?**

AI Agenttic tọka si iru AI ti o ṣe afihan ihuwasi oye, iru si ti aṣoju eniyan. O le kọ ẹkọ lati iriri, ṣe deede si awọn ipo titun, ati ṣe awọn ipinnu ni adase, nigbagbogbo pẹlu ọna ti o ni ibi-afẹde. Ni agbegbe ti adaṣe DevOps, AI Agent le ṣee lo lati mu awọn iṣan-iṣẹ ṣiṣẹ, asọtẹlẹ ati ṣe idiwọ awọn aṣiṣe, ati ilọsiwaju igbẹkẹle eto gbogbogbo.

**StackGen: Ọna ti a ṣeto si adaṣe DevOps ***

StackGen jẹ ilana orisun-ìmọ fun kikọ ati ṣiṣakoso awọn ọna ṣiṣe sọfitiwia eka. O pese ọna ti a ṣeto si adaṣe DevOps, gbigba awọn olupilẹṣẹ laaye lati ṣalaye ati ṣiṣẹ awọn ṣiṣan iṣẹ bi koodu. StackGen ti wa ni itumọ ti lori oke ti faaji apọjuwọn kan, eyiti o jẹ ki iṣọpọ irọrun pẹlu ọpọlọpọ awọn irinṣẹ ati imọ-ẹrọ.

** DSPy: Pipelin Data fun Adaaṣe DevOps ***

DSPy jẹ ile-ikawe Python fun kikọ awọn opo gigun ti data ni adaṣe DevOps. O pese ọna ti o rọrun ati lilo daradara lati ṣe ilana ati yi pada data, ṣiṣe ni yiyan pipe fun iṣọpọ pẹlu StackGen. DSPy ṣe atilẹyin ọpọlọpọ awọn orisun data, pẹlu awọn faili, awọn apoti isura data, ati awọn API, ati pe o le ṣee lo lati ṣe awọn iṣẹ ṣiṣe bii mimọ data, sisẹ, ati akojọpọ.

** LangChain: Idagbasoke Aṣoju fun AI Aṣoju ***

LangChain jẹ ile-ikawe Python fun kikọ awọn aṣoju AI ibaraẹnisọrọ. O pese API ti o rọrun ati ogbon inu fun asọye ati awọn aṣoju ikẹkọ, ṣiṣe ni yiyan pipe fun iṣọpọ pẹlu StackGen ati DSPy. LangChain ṣe atilẹyin fun ọpọlọpọ awọn faaji ile-iṣẹ aṣoju, pẹlu ipilẹ-ofin ati awọn aṣoju orisun ẹkọ ẹrọ.

** Ṣiṣe Agent AI pẹlu StackGen ati DSPy ***

Lati ṣe Agentic AI ni adaṣe DevOps ni lilo StackGen ati DSPy, a yoo tẹle ọna ti a ṣeto:

** Setumo awọn Bisesenlo ***: Setumo awọn bisesenlo bi koodu lilo StackGen. Eyi yoo kan ṣiṣẹda faili atunto StackGen kan ti o ṣe ilana awọn iṣẹ ṣiṣe ati awọn igbẹkẹle ti o nilo fun ṣiṣan iṣẹ.
** Ṣepọ pẹlu DSPy ***: Ṣepọ DSPy pẹlu StackGen lati ṣe ilana ati yi data pada. Eyi yoo kan ṣiṣẹda opo gigun ti epo DSPy ti o le ṣe gẹgẹ bi apakan ti ṣiṣan iṣẹ.
** Dagbasoke Aṣoju ***: Dagbasoke oluranlowo AI Agent nipa lilo LangChain. Eyi yoo kan asọye faaji ti aṣoju ati ikẹkọ lori data ti o yẹ.
** Ṣepọ pẹlu StackGen ***: Ṣepọ aṣoju LangChain pẹlu StackGen, gbigba oluranlowo lati ṣe awọn ipinnu ni aifọwọyi gẹgẹbi apakan ti iṣan-iṣẹ.

** Koodu apẹẹrẹ: Aṣoju AI Aṣoju pẹlu LangChain ***

Eyi ni apẹẹrẹ koodu Àkọsílẹ ti o ṣe afihan bi o ṣe le ṣe agbekalẹ aṣoju AI Agent nipa lilo LangChain: `` Python gbe wọle langchain lati langchain.agents gbe wọle ChainAgent

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Ṣiṣe Agentic AI ni Automation DevOps pẹlu StackGen ati DSPy

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