Orchestre Yigenga Ibikorwa Remezo hamwe na AI hamwe na LangChain: Ubuhanga bwimbitse bwa tekinike

Intangiriro

Muburyo bugenda butera imbere muburyo bwo kubara ibicu no gucunga ibikorwa remezo, gukenera ibikorwa remezo bikora neza, binini, kandi byigenga ntabwo byigeze bihinduka. Kugura OpsVerse na StackGen biherutse kwerekana intambwe ikomeye muri uru rugendo, kuko ihuza imbaraga z'abakozi ba AI, LangChain, na DSPy kugirango bahindure uburyo bwo gucunga no kunoza ibikorwa remezo byacu. Muri iki kiganiro, tuzasesengura ishyirwa mu bikorwa rya tekiniki ry’iki gikorwa, dushakishe hamwe guhuza ikoranabuhanga rigezweho n’ubushobozi bwabo bwo guhindura urwego rwibikorwa remezo.

Amavu n'amavuko: StackGen na OpsVerse

StackGen ni umuyobozi wambere utanga ibikorwa remezo byigenga byateguwe, gukoresha AI hamwe nimashini yiga uburyo bwo kugabura umutungo, kugabanya ibiciro, no kunoza imikorere muri rusange. Ku rundi ruhande, OpsVerse, ni isosiyete ikora ubupayiniya mu bijyanye no gucunga ibikorwa remezo bikoreshwa na AI, kabuhariwe mu guteza imbere abakozi bafite ubwenge no gufata ibyemezo. Kugura OpsVerse na StackGen byashizeho ingufu mu nganda, biteguye guhungabanya uko ibintu bimeze no gushyiraho ibipimo bishya byo gutunganya ibikorwa remezo.

Abakozi ba AI: Umutima wa Orchestre Yigenga Yigenga

Intandaro yo kugura StackGen kugura OpsVerse ni uguhuza abakozi ba AI, bigira uruhare runini mugutegura ibikorwa remezo byigenga. Abakozi ba AI ni porogaramu ya software yagenewe gukora imirimo yihariye, gufata ibyemezo, no guhuza ibidukikije. Mu rwego rwo gutunganya ibikorwa remezo, abakozi ba AI bashinzwe gukurikirana imikorere ya sisitemu, gutahura ibintu bidasanzwe, no gufata ingamba zo gukosora kugirango bakore neza imikorere ya sisitemu.

LangChain: Urwego ruhuza

LangChain ni urwego rwimpinduramatwara ituma iterambere ryabakozi bafite ubwenge hamwe na sisitemu yo gufata ibyemezo. Mugutanga interineti ihuriweho nubuhanga butandukanye bwa AI, LangChain yoroshya guhuza ibice bitandukanye kandi byorohereza ishyirwaho ryinzego zifatika zo gufata ibyemezo. Mu rwego rwo kugura StackGen kugura OpsVerse, LangChain ikora nka kole ihuza abakozi banyuranye ba AI hamwe na sisitemu yo gufata ibyemezo, bigafasha itumanaho nubufatanye.

DSPy: Moteri ifata ibyemezo AI ifata ibyemezo

DSPy ni moteri ya AI igezweho itanga ubushobozi bwo gufata ibyemezo bya StackGen yigenga yibikorwa remezo byateguwe. Mugukoresha imashini zigezweho zo kwiga algorithms hamwe nubuhanga bwo gutunganya ururimi karemano, DSPy ifasha sisitemu gusesengura amakuru menshi, kumenya imiterere, no gufata ibyemezo byuzuye. Mu rwego rwo kugura kwa OpsVerse, DSPy igira uruhare runini mu kuzamura ubushobozi bwa AI bwa sisitemu, ikabasha guhindura uburyo bwo kugabura umutungo, guhanura ibinaniranye muri sisitemu, no kunoza imikorere muri rusange.

Gushyira mu bikorwa tekinike

Gushyira mu bikorwa tekinike yo kugura StackGen kugura OpsVerse bikubiyemo guhuza abakozi ba AI, LangChain, na DSPy. Dore urwego rwohejuru rusubirwamo rwubwubatsi:

2. ** LangChain Layeri **: Iki gipimo gikora nk'imikoranire hagati ya AI na moteri ifata ibyemezo. LangChain ifasha abakozi ba AI kuvugana hagati yabo hamwe na moteri ifata ibyemezo, byorohereza ubufatanye no gufata ibyemezo.
3. ** DSPy Layeri **: Iki cyiciro kigizwe na moteri ifata ibyemezo, ikoreshwa na DSPy. Moteri ifata ibyemezo isesengura amakuru avuye mubakozi ba AI, ikagaragaza imiterere, kandi igafata ibyemezo byuzuye kugirango imikorere ya sisitemu ikorwe neza.

Urugero rwa Kode: Guhuza abakozi ba AI hamwe na LangChain

Dore urugero rworoshye rwa kode yerekana guhuza abakozi ba AI hamwe na LangChain: `` python gutumiza mu mahanga Kuva kumurongo.ibikoresho bitumiza abakozi

icyiciro ResourceMonitor (Intumwa): def __init __ (kwigira): kwikorera.ibikoresho_koresha = 0

def monitor (wenyine):
    kwigira.ibikoresho_koresha = 0.8 # Kwigana imikoreshereze yumutungo

Sobanura interineti ya LangChain

Ururimi_Ibisobanuro = Ururimi

Kora urugero rwumukozi wa AI

ai_agent = Ibikoresho byo kugenzura ()

Huza umukozi wa AI hamwe na LangChain

Ururimi_urugero.add_agent (ai_agent)

Koresha interineti ya LangChain

indangururamajwi.run () `` ` Uru rugero rwimyandikire yerekana uburyo bwo guhuza umukozi wa AI na LangChain, bigafasha itumanaho ridahwitse nubufatanye hagati yumukozi wa AI na moteri ifata ibyemezo.

Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Udukoryo

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

1. `Ururimi.
2. langchain_interface.add_agent (ai_agent): Ongera umukozi wa AI kumurongo wa LangChain.
3. ai_agent.monitor (): Igereranya imikoreshereze yumutungo ukoresheje umukozi wa AI.
4. langchain_interface.run (): Ikoresha interineti ya LangChain.
5. Dspypy.DSPyEngine (): Kurema urugero rwa moteri ya DSPy.
6. dspypy_engine.analyze_data (data): Gusesengura amakuru ukoresheje moteri ya DSPy.
7. dspypy_engine.make_decision (): Ifata icyemezo gishingiye kumibare yasesenguwe.
8. langchain_interface.get_icyemezo (): Igarura icyemezo cyafashwe na moteri ya DSPy.

10 ..

Kubona amashusho

Dore amashusho yubwubatsi ukoresheje Imbonerahamwe.js: json { "ubwoko": "pieChart", "amakuru": { "labels": ["" Umukozi wa AI " "imibare": [ { "label": "Ibigize", "amakuru": [30, 40, 30], "backgroundColor": ["# 4CAF50", "# FF9800", "# 2196F3"] } ] }, "amahitamo": { "umutwe": { "kwerekana": ukuri, "inyandiko": "Kugura kwa StackGen Kubaka OpsVerse Ubwubatsi" }, "umugani": { "kwerekana": ukuri } } } ` Iyerekwa ritanga ishusho isobanutse yubwubatsi, ryerekana ibice bitatu byingenzi: AI Agent Layer, LangChain Layer, na DSPy Layeri.

Umwanzuro

Kugura kwa StackGen kwa OpsVerse birerekana intambwe ikomeye mu rugendo rugana kuri orchestre yigenga. Kwishyira hamwe kwabakozi ba AI, LangChain, na DSPy byashizeho igisubizo gikomeye gifasha gucunga neza ibikorwa remezo, binini, kandi byigenga. Mugukoresha imbaraga za buri tekinoroji, StackGen yiteguye guhindura urwego rwibikorwa remezo, gushyiraho amahame mashya yo gukora neza sisitemu, kuzamura ibiciro, no gufata ibyemezo. Mu gihe inganda zikomeje gutera imbere, bizaba bishimishije kubona uburyo kugura kwa StackGen kwa OpsVerse bigira ejo hazaza h’imicungire y’ibikorwa remezo.