Kwinjiza abakozi ba AI mubikorwa byo guteza imbere software: Ubuyobozi bufatika
Intangiriro
Imiterere yiterambere rya software iratera imbere byihuse, hamwe no kwiyongera kwikoranabuhanga rya Artificial Intelligence (AI) hamwe na tekinoroji yo Kwiga Imashini (ML). Kimwe mu bice bishimishije byubushakashatsi bwa AI ni Agentic AI, yibanda ku gukora ibintu byubwenge bishobora gukorana nabantu hamwe nabandi bakozi kugirango bagere ku ntego zitoroshye. Muri iki kiganiro, tuzasesengura uburyo abubatsi ba software hamwe nabashinzwe imishinga bashobora gukoresha ibikoresho bya AI bya agent nka LangChain na DSPy kugirango batezimbere ubufatanye, gutangiza inzira, no kunoza itangwa rya software mubidukikije bigezweho.
Agentic AI ni iki?
Agentic AI bivuga ubwoko bwa AI bugenewe gukora mu izina ryabantu cyangwa abandi bakozi kugirango bagere ku ntego zihariye. Izi mikorere zirashobora gukorana nabantu, abandi bakozi, nibidukikije kugirango bakusanye amakuru, bafate ibyemezo, kandi bafate ingamba. Agentic AI itandukanye na AI gakondo kuko yagenewe gukora kandi yigenga, aho gukora gusa.
Inyungu za Agentic AI mugutezimbere software
None, ni ukubera iki abubatsi ba software n'abashinzwe imishinga bagomba kwita kuri agent ya AI? Dore zimwe mu nyungu zo kwinjiza AI mu bikorwa bya software ikora:
- ** Ubufatanye bunoze **: Agentic AI irashobora gufasha amakipe gukorana neza mugutangiza imirimo, gutanga ibitekerezo-nyabyo, no koroshya itumanaho.
- ** Ibikorwa byikora **: Agentic AI irashobora gutangiza imirimo isubiramo kandi itwara igihe, ikabohora abitezimbere kwibanda kumirimo yo murwego rwohejuru.
- ** Kunoza gufata ibyemezo **: Agentic AI irashobora gutanga ubushishozi bushingiye kumakuru hamwe nibyifuzo bifasha amakipe gufata ibyemezo byiza.
- ** Kongera imbaraga **: Agentic AI irashobora gufasha amakipe gukora neza mugutahura inzitizi, guhuza ibikorwa, no gutunganya inzira.
LangChain: Umukozi uzwi cyane wa AI Framework
LangChain nuburyo bukunzwe bwa agent bwa AI butuma abaterankunga bubaka ibikoresho byubwenge bishobora gukorana nabantu nabandi bakozi. LangChain yubatswe hejuru yururimi rwa porogaramu ya Rust kandi itanga API yoroshye kandi yimbitse yo kubaka porogaramu ya AI ikoreshwa.
Gutangirana na LangChain
Kugirango utangire na LangChain, uzakenera gushiraho isomero rya LangChain hanyuma ugashyiraho ibidukikije byiterambere. Dore urugero rworoshye rwuburyo bwo gukora umukozi wa LangChain: `` ingese koresha langchain :: {Intumwa, Urunigi};
fn nyamukuru () { reka umukozi = Intumwa :: shyashya ("Umukozi wanjye"); reka urunigi = Urunigi :: shyashya (agent);
urunigi.kora ("Mwaramutse, isi!");
} `` ` Iyi code ikora umukozi mushya wa LangChain kandi ikora itegeko ryoroshye ryo gucapa "Mwaramutse, isi!" Kuri Koresha.
DSPy: Python-ishingiye kuri Agentic AI Framework
DSPy ni Python ishingiye kuri agent ya AI itanga uburyo bworoshye kandi bwimbitse API yo kubaka abakozi bafite ubwenge. DSPy yagenewe gukora nta nkomyi hamwe namasomero azwi cyane ya Python nka NumPy na Pandas.
Gutangirana na DSPy
Kugirango utangire na DSPy, uzakenera kwinjiza isomero rya DSPy hanyuma ugashyiraho ibidukikije byiterambere rya Python. Dore urugero rworoshye rwuburyo bwo gukora umukozi wa DSPy: `` python kwinjiza dspy nka dsp
def main (): umukozi = dsp.Ibikorwa ("Umukozi wanjye") umukozi.kora ("Mwaramutse, isi!")
niba izina == "ibisobanuro": nyamukuru () `` ` Iyi code ikora umukozi mushya wa DSPy kandi ikora itegeko ryoroshye ryo gucapa "Mwaramutse, isi!" Kuri Koresha.
Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Udukoryo
Hano hari amwe mumabwiriza akoreshwa cyane hamwe nibisobanuro bya LangChain na DSPy:
LangChain
Intumwa :: shyashya (" Umukozi wanjye "): Kurema umukozi mushya wa LangChain.Urunigi :: shyashya (agent): Kurema urunigi rushya rwa LangChain.urunigi. Gukora (" Mwaramutse, isi! "): Akora itegeko kumurongo wa LangChain.agent.ask (" Witwa nde? "): Baza umukozi wa LangChain ikibazo.agent.tubwire (" Nitwa Yohana. "): Bwira umukozi wa LangChain igice cyamakuru.
DSPy
dsp.Agent (" Umukozi wanjye "): Kurema umukozi mushya wa DSPy.agent.kora (" Mwaramutse, isi! "): Akora itegeko kumukozi wa DSPy.agent.ask (" Witwa nde? "): Baza umukozi wa DSPy ikibazo.agent.tubwire (" Nitwa Yohana. "): Bwira umukozi wa DSPy igice cyamakuru.agent.ibuka [" urufunguzo "] =" agaciro ": Shiraho agaciro mububiko bwa DSPy.
Kubona amashusho
Hano haribintu byoroshye kubona amashusho ya LangChain na DSPy ukoresheje Chart.js:
json { "ubwoko": "akabari", "amakuru": { "ibirango": ["LangChain", "DSPy"], "imibare": [ { "label": "Igihe cyo Gukora Abakozi", "amakuru": [10, 20], "backgroundColor": ["# 4CAF50", "# FF9800"] } ] }, "amahitamo": { "umutwe": { "kwerekana": ukuri, "inyandiko": "Kugereranya Igihe cyo Kugereranya Abakozi" }, "umunzani": { "yAxes": [ { "amatiku": { "gutangiraAtZero": ukuri } } ] } } } `
Iyi mbonerahamwe igereranya igihe cyo gukora cya LangChain na DSPy.
Umwanzuro
Muri iki kiganiro, twasuzumye uburyo abubatsi ba software n'abashinzwe imishinga bashobora gukoresha ibikoresho bya AI bya agent nka LangChain na DSPy kugirango bongere ubufatanye, gutangiza inzira, no kunoza itangwa rya software mubidukikije bigezweho. Twatanze kandi umurongo ngenderwaho wo gutangira hamwe na LangChain na DSPy, harimo ingero zoroshye hamwe nibisanzwe bikoreshwa mumabwiriza. Muguhuza ibikorwa bya AI mubikorwa byiterambere rya software, amatsinda arashobora kunoza imikorere, umusaruro, no gufata ibyemezo, amaherezo biganisha kumusaruro mwiza wa software.