Gbegbɔgblɔ Gãwo ƒe Kpɔɖeŋuwo na Ame Kukuwo: Mɔfiame Nyui aɖe na Numekulawo kple Python

\u003ch2\u003eGbegbɔgblɔ ƒe Kpɔɖeŋu Gãwo na Ame Kukuwo: Mɔfiame Nyui aɖe na Numekulawo kple Python\u003c/h2\u003e \u003cp\u003eNyati sia na gɔmesese veviwo kple nyatakaka tso eƒe tanya ŋu, si kpena ɖe sidzedze mama kple gɔmesese ŋu.\u003c/p\u003e \u003ch3\u003eNu vevi siwo wotsɔna yia teƒe bubuwo\u003c/h3\u003e \u003cp\u003eNuxlẽlawo ateŋu akpɔ mɔ be yewoakpɔ viɖe:\u003c/p\u003e \u003cul\u003e \u003cli\u003eNya si ŋu woƒo nu tsoe gɔmesese deto\u003c/li\u003e \u003cli\u003eDɔwɔwɔ ŋutɔŋutɔ kple xexeame ŋutɔŋutɔ ƒe vevienyenye\u003c/li\u003e \u003cli\u003eEŋutinunyalawo ƒe nukpɔsusuwo kple numekuku\u003c/li\u003e \u003cli\u003eNyatakaka yeye siwo ku ɖe ŋgɔyiyi siwo le edzi yim fifia ŋu\u003c/li\u003e \u003c/ul\u003e \u003ch3\u003eAsixɔxɔ ƒe Nyagbɔgblɔ\u003c/h3\u003e \u003cp\u003eNyatakaka nyuiwo abe esia ene kpena ɖe sidzedze tutuɖo ŋu eye wòdoa nyametsotsowɔwɔ si ŋu wonya nu tsoe ɖe ŋgɔ le akpa vovovowo me.\u003c/p\u003e

Nyabiase Siwo Wobiana Enuenu

Ðe mehiã kɔmpiutaŋutinunya ƒe megbenya hafi azã gbegbɔgblɔ ƒe kpɔɖeŋu gãwo kple Python?

Menye nenema kura o. Gbegbɔgblɔ ƒe kpɔɖeŋu gãwo va le bɔbɔe na numekula siwo tso teƒe ɖesiaɖe. Ne èzã Python sidzedze veviwo la, àte ŋu awɔ agbalẽdzraɖoƒe siwo wotu do ŋgɔ kple APIwo ŋudɔ atsɔ awɔ LLMwo ɖekae ɖe wò dɔwɔwɔ ƒe ɖoɖowo me. Nu vevitɔe nye alesi woawɔ ɖoɖo ɖe nya siwo wogblɔna ŋu ahaɖe emetsonuwo gɔme tsɔ wu be woatu kpɔɖeŋuwo tso gɔmedzedzea me la gɔmesese. Mɔ̃wo abe Mewayz ene naa modules 207 siwo wowɔ xoxo le $19/mo si naa nusɔsrɔ̃ ƒe mɔnu la nɔa bɔbɔe wu.

Nukae nye zazã ƒe nɔnɔme siwo bɔ wu na LLMwo le nyatakakawo me dzodzro me?

Zi geɖe la, numekulawo zãa gbegbɔgblɔ ƒe kpɔɖeŋu gãwo hena nuŋɔŋlɔwo ƒe kpukpui, seselelãmewo me dzodzro, nyatakakawo kɔklɔ, nyatakakawo wɔwɔ, kple nuŋlɔɖidɔ siwo wogbugbɔna wɔna le wo ɖokui si. LLMwo bi ɖe gɔmesesewo ɖeɖe tso nyatakaka siwo ŋu womewɔ ɖoɖo ɖo o abe asisiwo ƒe numetotowo, numekuku ƒe ŋuɖoɖowo, kple kpekpeɖeŋu tikitiwo ene me. Woateŋu akpeɖe hã le SQL biabia ŋɔŋlɔ, kɔda me ɖeɖe, kple asitsatsa ƒe nudidiwo gɔmeɖeɖe ɖe mɔ̃ɖaŋu ƒe nɔnɔmewo me.

Ga home nenie wòxɔna be woawɔ numekuku ƒe dɔwɔwɔ siwo ŋu LLM-ŋusẽ le?

Gazazãwo toa vovo le kpɔɖeŋua kple eƒe lolome nu. Open-source models abe LLaMA ateŋu awɔ dɔ le nutoa me femaxee, esime API-based services abe OpenAI xɔa fe ɖe token ɖesiaɖe ta. Le numekulawo ƒe dɔ akpa gãtɔ gome la, ɣleti sia ɣleti ƒe gazazãwo tso dɔlar ʋɛ aɖewo va ɖo esiwo mede blaatɔ̃ o. Mewayz naa mɔnukpɔkpɔ si ŋu woate ŋu age ɖo le $19/mo si me woate ŋu akpɔ modules 207, si wɔe be wònye tiatia si me gazazã mele o na ƒuƒoƒo siwo le LLM ƒe ɖekawɔwɔ me dzrom evɔ womede ga geɖe ɖe xɔtuɖaŋuwo me o.

Python agbalẽdzraɖoƒe kawoe wòle be masrɔ̃ gbã hena dɔwɔwɔ kple LLMwo?

Dze egɔme kple OpenAI Python asitsaha na API-dzidzenu ƒe kpɔɖeŋuwo, LangChain na afɔɖeɖe geɖe ƒe dɔwɔwɔ ƒe ɖoɖowo tutu, kple Hugging Face Transformers hena dɔwɔwɔ kple ʋuʋu ƒe kpɔɖeŋuwo. Pandawo nyanya nyuie hena nyatakakawo ƒe asitɔtrɔ kple API yɔyɔ biabia hã le vevie. Agbalẽdzraɖoƒe vevi siawo ƒoa nu tso numekulawo ƒe zazã ƒe nɔnɔme ŋutɔŋutɔ akpa gãtɔ ŋu eye nuŋlɔɖi geɖe kple nutoa me tɔwo ƒe kpekpeɖeŋu le wo si be wòakpe ɖe ŋuwò nàdze egɔme kaba.