Kwegereza abaturage AI Ubwubatsi hamwe na LangChain na DSPy kuri Autonome Autonomie | B4N1

Kwegereza abaturage AI Ubwubatsi hamwe na LangChain na DSPy kuri Autonome Autonomie

5 months ago · b4n1 Tiempo de lectura: 4 min

Intangiriro

Ihuriro rya Intelligence Artificial (AI), software software, hamwe nubwubatsi ritanga umurongo mushya wa gahunda yo kwegereza ubuyobozi abaturage, nini, kandi yigenga. Ku isonga ryiyi mpinduramatwara ni LangChain na DSPy, tekinoloji ebyiri zigezweho zituma hashyirwaho sisitemu igoye ya AI ifite urwego rutigeze rubaho rwubwigenge nubunini. Muri iki kiganiro, tuzasesengura ihuriro rya AI, ubwubatsi bwa software, hamwe nubwubatsi kugirango dushyireho gahunda yo kwegereza ubuyobozi abaturage, nini, kandi yigenga ikoresheje LangChain na DSPy, hibandwa ku bikorwa bifatika ku isi mu binyabiziga bisobanurwa na software hamwe na AI ikoreshwa na DevOps.

Amavu n'amavuko

LangChain ni isomero rya Python yo kubaka sisitemu yo kuganira ya AI, naho DSPy ni isomero rya Python ryo kubaka sisitemu zegerejwe abaturage hakoreshejwe ikoranabuhanga rya blocain. Muguhuza ubwo buryo bwikoranabuhanga bubiri, abitezimbere barashobora gukora sisitemu igoye ya AI idapimye gusa kandi yigenga ariko kandi yegerejwe abaturage kandi ifite umutekano.

Ururimi

LangChain ni isomero rya Python rifasha abitezimbere kubaka sisitemu yo kuganira ya AI ikoresheje uburyo butandukanye, harimo gutunganya ururimi karemano (NLP), kwiga imashini (ML), hamwe nubumenyi bushingiye ku bishushanyo. LangChain itanga ibikoresho bitandukanye na API zo kubaka sisitemu yo kuganira ya AI, harimo:

  • ** Igishushanyo cyubumenyi **: LangChain itanga ibikoresho bitandukanye byo kubaka no kubaza ibishushanyo byubumenyi, nibyingenzi muburyo bwo kuganira na AI.
  • ** NLP **: LangChain itanga urutonde rwibikoresho bya NLP, harimo ibimenyetso, kumenyekanisha ibigo, no gusesengura amarangamutima.
  • ** ML **: LangChain itanga urutonde rwibikoresho bya ML, harimo gushyira mu byiciro, gusubira inyuma, no guhuriza hamwe.

DSPy

DSPy ni isomero rya Python yo kubaka sisitemu yegerejwe abaturage ukoresheje tekinoroji ya blocain. DSPy itanga ibikoresho bitandukanye na API zo kubaka sisitemu zegerejwe abaturage, harimo:

  • ** Guhagarika **: DSPy itanga ibikoresho bitandukanye byo guhuza imiyoboro ya blocain, harimo Ethereum na Hyperledger Fabric.
  • ** Amasezerano yubwenge **: DSPy itanga ibikoresho bitandukanye byo kubaka no gukoresha amasezerano yubwenge, aringirakamaro kuri sisitemu yegerejwe abaturage.
  • ** Ububiko Bwegerejwe abaturage **: DSPy itanga ibikoresho bitandukanye byo kubaka sisitemu yo kubika abaturage, bikenewe muri sisitemu yo kwegereza ubuyobozi abaturage.

Kwegereza ubuyobozi bwa AI Ubwubatsi

Imyubakire ya AI yegerejwe abaturage ikoresheje LangChain na DSPy igizwe n'ibice bikurikira:

  • ** Igishushanyo cy'ubumenyi **: Igishushanyo cy'ubumenyi ni igishushanyo gishingiye ku gishushanyo mbonera kibika ubumenyi n'imibanire hagati y'ibintu. Mubikorwa bya AI byegerejwe abaturage, igishushanyo cyubumenyi gikoreshwa mukubika no kubaza ubumenyi kuri sisitemu n'ibidukikije.
  • ** Ikiganiro AI **: Sisitemu yo kuganira ya AI ikoreshwa muguhuza igishushanyo cyubumenyi no gutanga amakuru kubakoresha. Sisitemu yo kuganira ya AI ikoresha tekinoroji ya NLP na ML kugirango yumve ibibazo byabakoresha kandi itange ibisubizo bijyanye.
  • ** Ububiko bwegerejwe abaturage **: Ububiko bwegerejwe abaturage bukoreshwa mu kubika amakuru n'ubumenyi kuri sisitemu n'ibidukikije. Sisitemu yo kubika abaturage yegerejwe ni ngombwa kububiko bwa AI bwegerejwe abaturage, kuko butuma amakuru abikwa kandi akaboneka neza kandi mu mucyo.
  • ** Amasezerano yubwenge **: Amasezerano yubwenge akoreshwa muguhindura logique yubucuruzi no kwemeza ko amakuru abikwa kandi akagerwaho neza kandi mu mucyo. Amasezerano yubwenge ningirakamaro muburyo bwo kwegereza ubuyobozi bwa AI ubwubatsi, kuko butuma amakuru abikwa kandi akagerwaho neza kandi mu mucyo.

Ibikorwa-Byukuri-Isi

Kwegereza abaturage ibikoresho bya AI ukoresheje LangChain na DSPy bifite intera nini yimikorere-yisi, harimo:

** Imyubakire ya AI yegerejwe abaturage ikoresheje LangChain na DSPy irashobora gukoreshwa mukubaka ibinyabiziga bisobanurwa na software ntabwo ari binini kandi byigenga gusa ahubwo byegerejwe abaturage kandi bifite umutekano. . Imyubakire ya AI yegerejwe abaturage ikoresheje LangChain na DSPy irashobora gukoreshwa mukubaka ibikorwa bya AI ikoreshwa na DevOps ikora ntabwo ari minini kandi yigenga gusa ahubwo yegerejwe abaturage kandi ifite umutekano.

Urugero

Dore kode yoroshye yerekana uburyo bwo gukoresha LangChain na DSPy kugirango wubake ubwubatsi bwa AI bwegerejwe abaturage: `` python gutumiza mu mahanga kuva dspy itumiza Blockchain, SmartContract

Kora igishushanyo cyubumenyi

ubumenyi_gishushanyo = ururimi.UbumenyiGraph ()

Kora sisitemu yo kuganira ya AI

kuganira_ai = ururimi.IkiganiroAI (ubumenyi_gishushanyo)

Kora sisitemu yo kubika abaturage

kwegereza abaturage_ububiko = dspy.Ububiko bwibanze ()

Kora amasezerano yubwenge

ubwenge_amasezerano = dspy. Amasezerano yubucuruzi (decentralised_storage)

Koresha sisitemu yo kuganira ya AI kugirango uhuze nigishushanyo cyubumenyi

kuganira_ai.kubaza ("Ikirere kimeze gute uyumunsi?")

Koresha amasezerano yubwenge kugirango uhindure logique yubucuruzi

ubwenge_amasezerano.kora ("Kuvugurura iteganyagihe") `` `

Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Uduce

Hano haribintu 5-10 byambere bikoreshwa cyane / ibisobanuro kuri LangChain na DSPy:

  • ** langchain.UbumenyiGraph () **: Kurema igishushanyo cyubumenyi.
  • ** langchain.IkiganiroAI () **: Kora sisitemu yo kuganira ya AI.
  • ** dspy.Kwegereza Ububiko () **: Gukora sisitemu yo kubika abaturage.
  • ** dspy. Amasezerano () **: Kora amasezerano yubwenge.
  • ** langchain.query () **: Koresha sisitemu yo kuganira ya AI kugirango uhuze nigishushanyo cyubumenyi.
  • ** dspy.kora () **: Koresha amasezerano yubwenge kugirango uhindure logique yubucuruzi.
  • ** langchain.tokenize () **: Tokenize inyandiko ukoresheje tekinoroji ya NLP.
  • ** langchain.entity_recognition () **: Ikora kumenyekanisha ibintu ukoresheje tekinoroji ya NLP.
  • ** dspy.blockchain_interact () **: Imikoranire numuyoboro uhuza.
  • ** dspy.smart_contract_deploy () **: Yohereza amasezerano yubwenge.

Kugaragara

Dore amashusho yububiko bwa AI yegerejwe abaturage ukoresheje LangChain na DSPy: imbonerahamwe { "ubwoko": "pieChart", "amakuru": { "ibirango": "imibare": [ { "label": "Ibigize", "amakuru": [30, 20, 20, 30], "backgroundColor": [ "rgba (255, 99, 132, 0.2)", "rgba (54, 162, 235, 0.2)", "rgba (255, 206, 86, 0.2)", "rgba (75, 192, 192, 0.2)" ], "umupaka w'amabara": [ "rgba (255, 99, 132, 1)", "rgba (54, 162, 235, 1)", "rgba (255, 206, 86, 1)", "rgba (75, 192, 192, 1)" ], "Ubugari bwumupaka": 1 } ] }, "amahitamo": {} } `

Umwanzuro

Kwegereza abaturage ibikoresho bya AI ukoresheje LangChain na DSPy bifite ubushobozi bwo guhindura uburyo twubaka no gukorana na sisitemu ya AI. Muguhuza imbaraga zubushobozi bwa AI bwo kuganira na LangChain hamwe nubushobozi bwa DSPy bwo kwegereza abaturage ubushobozi hamwe nubushobozi bwamasezerano yubwenge, abashinzwe iterambere barashobora gukora sisitemu igoye ya AI idapimye gusa kandi yigenga ariko kandi yegerejwe abaturage kandi ifite umutekano. Hamwe n’ibikenerwa n’ibinyabiziga bisobanurwa na software hamwe n’ibikorwa bya DevOps bikoreshwa na AI, ubwubatsi bwa AI bwegerejwe abaturage hakoreshejwe LangChain na DSPy biteguye kugira uruhare runini mu gutegura ejo hazaza h’iterambere rya AI.

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