Gutegura abakozi ba AI hamwe na LangChain: Kubaka ubwenge bwubwenge muri Python

Intangiriro

Kwishyira hamwe kwa Artific Intelligence (AI) hamwe no Kwiga Imashini (ML) mubikorwa bya software byahinduye uburyo twegera gukemura ibibazo. Ariko, uko ibintu bigoye bya sisitemu ya AI bigenda byiyongera, niko hakenerwa uburyo bwiza bwo gutunganya no kuyobora. Aha niho LangChain ikinira - urwego rukomeye rwo kubaka porogaramu zubwenge muri Python. Muri iki kiganiro, tuzacengera mu isi ya LangChain, dusuzume ubushobozi bwayo, imanza zifatika ku isi, ingamba zo gushyira mu bikorwa, hamwe nuburyo bwiza bwo kuzamura umusaruro witerambere hamwe nubwenge bukoreshwa.

LangChain ni iki?

LangChain ni isoko ifunguye-yakozwe na Meta AI ituma hashyirwaho porogaramu zubwenge mugutegura abakozi ba AI. Itanga intera ihuriweho yo guhuza imiterere itandukanye ya AI, inkomoko yamakuru, na serivisi, byoroshye kubaka sisitemu igoye ya AI. LangChain ishyigikira indimi nyinshi zo gutangiza porogaramu, harimo Python, Rust, na Go, zemerera abitezimbere guhitamo ururimi ruhuye nibyo bakeneye.

Ibintu by'ingenzi biranga LangChain

Ibi bituma habaho guhimba byoroshye no gutondekanya abakozi benshi kugirango bakore sisitemu igoye ya AI.
** Inkunga yindimi nyinshi **: LangChain ishyigikira indimi nyinshi zo gutangiza porogaramu, harimo Python, Rust, na Go, zemerera abitezimbere guhitamo ururimi ruhuye nibyo bakeneye. 4 ..

Imikoreshereze Yukuri-Isi Imanza

** Abafasha Virtual **: LangChain irashobora gukoreshwa mukubaka abafasha basanzwe bahuza moderi nyinshi za AI, nko kumenyekanisha imvugo, kumva ururimi kavukire, no kurangiza imirimo. 4 ..

Ingamba zo Gushyira mu bikorwa

** Tangira ukoresheje Byoroheje Gukoresha Urubanza **: Tangira wubaka porogaramu yoroshye ya AI ukoresheje LangChain, nka chatbot cyangwa sisitemu yo gusaba.
** Hitamo abakozi beza **: Hitamo abakozi bakwiriye kubibazo byawe, ukurikije imiterere ya AI na serivisi zisabwa.
** Koresha Imigaragarire Yunze ubumwe **: Koresha interineti ihuriweho na LangChain kugirango uhuze abakozi benshi kandi wubake sisitemu ya AI igoye. 4 ..

Imyitozo myiza

** Kurikiza inyandiko ya LangChain **: Kurikiza inyandiko ya LangChain kugirango urebe ko ukoresha urwego neza kandi neza.
** Koresha Ibikoresho Byubatswe mbere **: Koresha ibikoresho byubatswe mbere byatanzwe na LangChain kugirango ubike igihe n'imbaraga.
** Gerageza neza **: Gerageza neza porogaramu ya AI kugirango urebe ko ikora nkuko biteganijwe.
** Gukomeza Gukurikirana no Gutezimbere **: Komeza ukurikirane porogaramu yawe ya AI kandi uyiteze imbere ukurikije ibitekerezo byabakoresha nibipimo byerekana.

Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Udukoryo

Python

`` python

gutumiza mu mahanga

Kora umukozi mushya wa LangChain

umukozi = ururimi. Byihutirwa ( izina = "my_agent", ibisobanuro = "Umukozi wanjye AI", ururimi = "python", urwego = "ururimi" )

Kora umurimo mushya wa LangChain

umurimo = ururimi. Ikibazo ( izina = "my_task", ibisobanuro = "Igikorwa cyanjye cya AI", input_data = {"inyandiko": "Uraho, isi!"} )

Koresha akazi ukoresheje umukozi

ibisubizo = umukozi.run (umurimo)

Shira ibisubizo

icapiro (ibisubizo) `` `

Rust

`` ingese // Kuzana isomero rya LangChain koresha langchain :: {Intumwa, Umukoro};

// Kora umukozi mushya wa LangChain reka umukozi = Intumwa :: shyashya ( "my_agent", "Umukozi wa AI", "ingese", "langchain" );

// Kora umurimo mushya wa LangChain reka akazi = Igikorwa :: gishya ( "my_task", "Igikorwa cyanjye cya AI", vec! ["inyandiko" .kugeza ()], vec! [Ikirongo :: kuva ("Mwaramutse, isi!")] );

// Koresha akazi ukoresheje umukozi reka ibisubizo = agent.run (umurimo);

// Shira ibisubizo println! ("{}", ibisubizo); `` `

Genda

`` genda // Kuzana isomero rya LangChain paki nyamukuru

gutumiza mu mahanga ( "fmt" "github.com/langchain/urubuga-go" )

// Kora umukozi mushya wa LangChain imikorere nyamukuru () { umukozi: = ururimi.Ibishya ( "my_agent", "Umukozi wa AI", "genda", "langchain" )

// Kora umurimo mushya wa LangChain
umurimo: = ururimi.Ikibazo gishya (
    "my_task",
    "Igikorwa cyanjye cya AI",
    [] umugozi {"inyandiko"},
    [] umugozi {"Uraho, isi!"}
)

// Koresha akazi ukoresheje umukozi
ibisubizo: = umukozi.Run (umurimo)

// Shira ibisubizo
fmt.Println (ibisubizo)

} `` `

Kubona amashusho

imbonerahamwe { ubwoko: 'akabari', amakuru: { ibirango: ['Intumwa 1', 'Intumwa 2', 'Intumwa 3'], imibare: [{ ikirango: 'Ukuri', amakuru: [0.8, 0.9, 0.7], ibara ry'amabara: [ 'rgba (255, 99, 132, 0.2)', 'rgba (54, 162, 235, 0.2)', 'rgba (255, 206, 86, 0.2)' ], umupaka Ibara: [ 'rgba (255, 99, 132, 1)', 'rgba (54, 162, 235, 1)', 'rgba (255, 206, 86, 1)' ], UmupakaUbugari: 1 }] }, amahitamo: { umunzani: { yAxes: [{ amatiku: { gutangiraAtZero: ukuri } }] } } } `

Iyi mbonerahamwe irerekana neza ibintu bitatu bitandukanye bya AI muburyo bwihariye bwo gukoresha.

Umwanzuro

LangChain ni urwego rukomeye rwo kubaka porogaramu zubwenge muri Python. Ibikorwa byayo bishingiye kubikorwa, guhuza ubumwe, no gushyigikira indimi nyinshi bituma ihitamo neza kubateza imbere bashaka gukora sisitemu igoye ya AI. Mugukurikiza imyitozo myiza ivugwa muriyi ngingo no gukoresha ibikoresho byabanje kubakwa hamwe ninteruro ihuriweho na LangChain, abitezimbere barashobora kubaka porogaramu zubwenge zikora neza, zipima, kandi byoroshye kubungabunga.

Gutegura abakozi ba AI hamwe na LangChain: Kubaka Ubwenge Porogaramu muri Python