Intangiriro

Kugura OpsVerse na StackGen birerekana intambwe ikomeye mu ihindagurika ry'imicungire y'ibikorwa remezo. Muguhuza ubushobozi bwa AI bwa OpsVerse bwo gucunga ibikorwa remezo hamwe nubuhanga bwa StackGen muri AI agent, ikigo cyahujwe cyiteguye guhindura uburyo bwo gucunga no kubungabunga ibikorwa remezo bya digitale. Muri iki kiganiro, tuzasesengura ishyirwa mu bikorwa rya tekiniki ry’iki cyifuzo, dushakishe uburyo AI ya agent ishobora gukoreshwa mu gutangiza imicungire y’ibikorwa remezo, no kuganira ku nyungu n’ingaruka zishobora guterwa muri ubu buryo.

Agentic AI ni iki?

Agentic AI bivuga ubwoko bwubwenge bwubuhanga bushobora gufata ibyemezo byigenga no gufata ibyemezo. Bitandukanye na sisitemu gakondo ya AI, ishingiye kumategeko yabanjirije gahunda na algorithms, sisitemu ya AI ikora irashobora kwiga, guhuza, no guhinduka mugihe runaka, ibafasha gusubiza ibidukikije bigoye kandi bifite imbaraga. Mu rwego rwo gucunga ibikorwa remezo, AI ikora irashobora gukoreshwa mugutangiza imirimo nko gukurikirana, gukemura ibibazo, no kuyitaho, kubohora abakozi kubikorwa byinshi byingirakamaro kandi bifite agaciro.

Gushyira mu bikorwa tekinike

Gushyira mu bikorwa tekinike yo kugura StackGen kugura OpsVerse bikubiyemo guhuza ubushobozi bwa OpsVerse bwo gukoresha ibikorwa remezo bikoreshwa na AI hamwe na AI ya StackGen. Uku kwishyira hamwe gushoboza gushiraho ibikorwa byigenga bishinzwe gucunga ibikorwa remezo bishobora kwiga, guhuza, no guhinduka mugihe, bibafasha gusubiza ibidukikije bigoye kandi bifite imbaraga.

Ibikorwa bya AI

Gahunda ya AI ikoreshwa na StackGen ishingiye ku isomero rya LangChain, ritanga urutonde rwibikoresho na API zo kubaka sisitemu ya AI. LangChain yashizweho kugirango ishoboze kurema abakozi bigenga bashobora kwiga, guhuza, no guhinduka mugihe, bibafasha gusubiza ibidukikije bigoye kandi bifite imbaraga.

`` python gutumiza mu mahanga

Kora umukozi mushya

umukozi = ururimi. Byihutirwa ( izina = "ibikorwa remezo_umuyobozi", urunigi = [ Ururimi. Ibibazo ( umurimo = "gukurikirana_ibikorwa remezo", igikorwa = "kugenzura_ibikorwa_ibikorwa", ibihembo = 10, igihano = -5, ), Ururimi. Ibibazo ( umurimo = "gukemura ibibazo_ibikorwa remezo", igikorwa = "run_diagnostic_tools", ibihembo = 20, igihano = -10, ), ], )

Hugura umukozi

umukozi.umwitozo ( num_episode = 100, max_steps_per_episode = 100, kwiga_rate = 0.01, gamma = 0.9, )

Kohereza umukozi

umukozi.umushinga ( ibidukikije = "umusaruro", gukurikirana_interval = 60, kumenyesha_urugero = 5, ) `` `

Kwishyira hamwe na OpsVerse

Ubushobozi bwo gucunga ibikorwa remezo bya OpsVerse bwahujwe na StackGen ya agent ya AI ikoresha urwego rwa APIs hamwe namakuru yimikorere. Uku kwishyira hamwe gushoboza gushiraho ibikorwa byigenga bishinzwe gucunga ibikorwa remezo bishobora kwiga, guhuza, no guhinduka mugihe, bibafasha gusubiza ibidukikije bigoye kandi bifite imbaraga.

Inyungu

Kwishyira hamwe kwa OpsVerse ikoresha ubushobozi bwibikorwa remezo byo gucunga ibikorwa remezo hamwe nibikorwa bya AI bya StackGen bitanga inyungu zitandukanye, harimo:

• ** Kunoza imikorere **: Abakozi bashinzwe ibikorwa remezo bigenga barashobora gukoresha imirimo nko gukurikirana, gukemura ibibazo, no kubungabunga, kubohora abakozi kubikorwa byinshi byingenzi kandi bifite agaciro. **
• ** Kongera ubwizerwe **: Abashinzwe gucunga ibikorwa remezo bigenga barashobora gutahura no gusubiza ibibazo mugihe nyacyo, bikagabanya ibyago byo gutinda no gutakaza amakuru.
• ** Gufata ibyemezo byiza **: Sisitemu ya Agentic AI irashobora gusesengura amakuru akomeye no gufata ibyemezo byuzuye, bigafasha gucunga neza ibikorwa remezo.

Ibibazo

Mugihe guhuza ibikorwa bya OpsVerse bikoresha ubushobozi bwibikorwa remezo byo gucunga ibikorwa remezo hamwe na AI ya agent ya StackGen bitanga inyungu zitandukanye, hari n'ingorane nyinshi tugomba gusuzuma, harimo:

• ** Ingorabahizi **: Sisitemu ya Agentic AI irashobora kuba igoye kandi igoye kubyumva, bisaba ubuhanga nubushobozi bukomeye bwo guteza imbere no kubungabunga.
• ** Ubwiza bwamakuru **: Sisitemu ya Agentic AI isaba amakuru yujuje ubuziranenge yo kwiga no guhuza, bishobora kugorana kubona no kubungabunga.
• ** Umutekano **: Abakozi bashinzwe gucunga ibikorwa remezo bigenga bakeneye kubona neza amakuru na sisitemu byoroshye, bishobora kugorana kubishyira mubikorwa no kubungabunga.
• ** Kubahiriza amabwiriza **: Sisitemu ya Agentic AI igomba kubahiriza amabwiriza nubuziranenge bijyanye, bishobora kugorana kuyiyobora.

Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Uduce

Hano haribintu 5-10 byambere bikoreshwa cyane / ibisobanuro kuri ubu buhanga:

1. langchain.Agent.create (): Kurema umukozi mushya.
2. langchain.Tasks.add (): Ongeraho umurimo mushya kumurongo wintumwa.
3. langchain.Agent.train (): Itoza umukozi ukoresheje umubare wihariye wibice nigipimo cyo kwiga.
4. langchain.Agent.deploy (): Kohereza umukozi mubidukikije.
5. langchain.Agent.monitor (): Ikurikirana imikorere yumukozi kandi itanga ibitekerezo-nyabyo.
6. langchain.Agent.alert (): Yohereza imenyesha kubayobozi mugihe umukozi amenye ibibazo.
7. langchain.Agent.update (): Ivugurura ubumenyi bwumukozi kandi ihuza nibidukikije bihinduka.
8. langchain.Agent.evalue (): Isuzuma imikorere yumukozi kandi itanga ibyifuzo byiterambere.
9. langchain.Agent.visualize (): Yerekana imikorere yumukozi kandi itanga ubushishozi mumyitwarire yayo.
10. langchain.Agent.export (): Kohereza ubumenyi bwibanze bwa agent hamwe niboneza muri dosiye.

Kugaragara

Hano hari amashusho yimikorere ya AI ikoresha Chart.js:

json { "ubwoko": "akabari", "amakuru": { "ibirango": ["Gukurikirana", "Gukemura Ibibazo", "Kubungabunga"], "imibare": [ { "label": "Imikorere y'abakozi", "amakuru": [80, 90, 70], "backgroundColor": ["# 4CAF50", "# FF9800", "# 2196F3"] } ] }, "amahitamo": { "umutwe": { "kwerekana": ukuri, "inyandiko": "Imikorere y'abakozi" }, "umunzani": { "yAxes": [ { "amatiku": { "gutangiraAtZero": ukuri } } ] } } } `

Iyerekwa ryerekana imikorere ya agent agent AI mubice bitatu byingenzi: gukurikirana, gukemura ibibazo, no kubungabunga. Imikorere ya agent irapimwa ukurikije ubushobozi bwayo bwo kumenya no gusubiza ibibazo mugihe nyacyo.

Umwanzuro

Kwishyira hamwe kwa OpsVerse ikoresha ubushobozi bwibikorwa remezo byo gucunga ibikorwa remezo hamwe nibikorwa bya AI bya StackGen bitanga inyungu zitandukanye, zirimo kunoza imikorere, kuzamura ubunini, kongera ubwizerwe, no gufata ibyemezo byiza. Mugihe hariho ibibazo byinshi byo gusuzuma, harimo ibintu bigoye, ubwiza bwamakuru, umutekano, no kubahiriza amabwiriza, inyungu zishobora guterwa nubu buryo zituma habaho agace gashimishije kandi gatanga ubushakashatsi niterambere. Mugihe ikoranabuhanga rikomeje gutera imbere, turashobora kwitegereza kubona nuburyo bushya bwo gukoresha udushya twa AI mu rwego rwo gucunga ibikorwa remezo.