M'ndandanda wazopezekamo[Bisani][Show]
Kutha kwa zilankhulo zachilengedwe (NLP) kumapita patsogolo limodzi ndi ukadaulo wa AI. NLP imaphatikizapo kusanthula ndi kumvetsetsa zilankhulo zolankhulidwa ndi zolembedwa za anthu pogwiritsa ntchito ma aligorivimu ndi mitundu yowerengera.
Zinenero za zilankhulo monga AutoGPT ndi LangChain zatuluka ngati zina mwazosavuta kwambiri zomwe zimapezeka chifukwa chakufunika kokulirapo kwa chilankhulo chachilengedwe m'magwiritsidwe osiyanasiyana.
AutoGPT, yomwe imayimira Automatic Generative Pre-Training Transformer, ndi mtundu wachilankhulo womwe umapanga mawu abwino kwambiri pogwiritsa ntchito njira zophunzirira mozama. Chitsanzo cha chinenero cha LangChain, kumbali ina, chinapangidwa momveka bwino pa ntchito zomasulira chinenero.
Nkhaniyi ikufanizira ndi kusiyanitsa mitundu iwiri ya zilankhulo zamakono zomwe zilipo panopa, AutoGPT ndi LangChain, kuti zikuthandizeni kusankha chitsanzo chabwino cha zosowa zanu zapadera.
Tidzawona ubwino ndi zovuta za chitsanzo chilichonse, komanso zoletsa ndi ntchito zomwe tikulimbikitsidwa. Pakutha kwa gawoli, owerenga ayenera kukhala ndi lingaliro labwino lachitsanzo chomwe chili choyenera kwambiri pazosowa zawo.
Kodi AutoGPT?
The Automatic Generative Pre-Training Transformer (AutoGPT) ndi chiyankhulo chamakono chomwe chimapanga zolemba zabwino kwambiri pogwiritsa ntchito njira zophunzirira mozama.
Lalandira maphunziro ochulukirapo pazambiri zambiri, kuphatikiza zolemba kuchokera m'mabuku ndi intaneti, kuti aphunzire ndikumvetsetsa kalembedwe ka chilankhulo ndi machitidwe a chilankhulo cha anthu.
AutoGPT imatha kupanga chilankhulo chogwirizana, cholondola mwagalamala, komanso chogwirizana ndi zomwe zikuchitika chifukwa cha maphunziro awa.
Kuthekera kwa AutoGPT yodzipangira yokha ntchito zosiyanasiyana za NLP ndi imodzi mwamakhalidwe ake odziwika bwino. AutoGPT imatha kukonzedwanso kuti igwire ntchito monga kugawa zolemba, kuyankha mafunso, ndi kufotokoza mwachidule mawu pogwiritsa ntchito zidziwitso zantchito inayake.
Zotsatira zake, AutoGPT ndi chida chosinthika komanso chothandiza pamapulogalamu angapo a NLP. AutoGPT imatha kupanga zolemba zomwe zimakhala zofananira modabwitsa ndi zomwe zidaphunzitsidwa. Pachifukwa ichi, zolemba zomwe ziri zofanana ndendende ndi zolembedwa ndi anthu zimatha kupangidwa.
AutoGPT ndi chida chothandiza kwamakampani ndi anthu omwe amafunikira kupanga zomwe zili m'zilankhulo zingapo chifukwa zitha kugwiritsidwa ntchito kupanga zolemba m'zilankhulo zingapo.
Mawonekedwe
Maphunziro Aakulu Kwambiri
Kuphunzitsidwa kwakukulu kwa AutoGPT ndi chimodzi mwazinthu zake zazikulu.
Kuti tipeze ndi kumvetsetsa kalembedwe ka zinenero ndi kamangidwe ka chinenero cha anthu, chitsanzocho chinaphunzitsidwa kwambiri pamagulu osiyanasiyana a data, kuphatikizapo malemba a m'mabuku ndi intaneti.
AutoGPT imatha kupanga chilankhulo chogwirizana, cholondola mwagalamala, komanso chogwirizana ndi zomwe zikuchitika chifukwa cha maphunziro awa.
Kukwanitsa Kukonza Bwino
Kutha kuyimba bwino AutoGPT ndichinthu chinanso chofunikira.
AutoGPT imatha kukonzedwa kuti igwire ntchito zosiyanasiyana za NLP, monga kugawa zolemba, kuyankha mafunso, ndi kufupikitsa mawu, pogwiritsa ntchito zidziwitso zocheperako. Izi zimapangitsa AutoGPT kukhala chida chosunthika komanso chothandiza pamapulogalamu angapo.
Kutha Kupanga Zolemba Zapamwamba
Zolemba zapamwamba zitha kupangidwa ndi AutoGPT mosavuta. Osasiyanitsidwa ndi zinthu zolembedwa ndi anthu, choyimiracho chimatha kutulutsa zomwe zili mwamalembedwe komanso mwagalamala zofanana kwambiri ndi zomwe zidaphunzitsidwa.
Izi zimapangitsa AutoGPT kukhala chida chothandiza kwa mabungwe ndi anthu omwe amafunikira kupanga zinthu zambiri zapamwamba.
Ntchito Zosiyanasiyana za NLP
Zochita zambiri za NLP, kuphatikiza kugawa zolemba, kuyankha mafunso, chidule cha mawu, kumasulira zilankhulo, ndi zina, zitha kuchitidwa ndi AutoGPT.
Chifukwa chake chitha kugwiritsidwa ntchito ndi mabungwe, ofufuza, ndi wina aliyense amene akufunika kuthana ndi zilankhulo.
Pezani intaneti
Chinthu chinanso chomwe chimasiyanitsa AutoGPT ndi kuthekera kwake kofufuza pa intaneti ndikupereka zambiri zaposachedwa pamutu wina. Chida ichi ndi chopindulitsa kwambiri kwa anthu ndi makampani omwe amafunikira kudziwa zomwe zachitika posachedwa m'gawo lawo.
AutoGPT ikhoza kuwunikanso masamba, nkhani zankhani, ndi zolemba zapa TV kuti mudziwe zambiri za mutu. Pambuyo pake imatha kugwiritsa ntchito chidziwitsochi kupanga chidule chambiri kapena malipoti, kupulumutsa mabizinesi ndi ofufuza nthawi ndi khama.
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Zida Zofunika Pakompyuta
Zida zambiri zamakompyuta zomwe zimafunikira pophunzitsa ndi kugwiritsa ntchito chitsanzo ndi chimodzi mwazovuta zazikulu za AutoGPT. AutoGPT ikhoza kukhala yovuta kuti anthu ena agwiritse ntchito chifukwa imafunika kukumbukira komanso mphamvu zambiri.
Chifukwa cha chiletsochi, AutoGPT sipezeka kwa aliyense chifukwa imafunikira zida zodula komanso chidziwitso chaukadaulo chapadera.
Thandizo la Zinenero Zambiri Ndi Zochepa
Thandizo loletsedwa la ntchito zamanenedwe ambiri mu AutoGPT ndizovuta zina. AutoGPT imatha kupanga zolemba m'zilankhulo zambiri, koma sizothandiza kwambiri pantchito zomwe zimafunikira chidziwitso chakuya cha zilankhulo zingapo.
Ogwiritsa ntchito omwe akuyenera kuthana ndi zilankhulo zambiri angafunikire kugwiritsa ntchito zilankhulo zina kapena zida chifukwa chazovutazi.
Zotsatira Zokhazikika
Mukamagwiritsa ntchito AutoGPT, ogwiritsa ntchito ayenera kuganiziranso zinthu zina zingapo kuwonjezera pa izi. Mwachitsanzo, AutoGPT imatha kupereka zopezedwa mokondera kapena zolakwika ngati zomwe zidagwiritsidwa ntchito popanga chitsanzozo zinali zokondera kapena zosadalirika.
Kumvetsetsa bwino momwe anthu akumvera kapena chikhalidwe chawo kungakhale kofunikira pa ntchito zina, ndipo AutoGPT ikhoza kukhala ndi vuto nawo.
Kodi Zotsatira LangChain?
LangChain ndi paradigm ina yovuta yachilankhulo yomwe yakula kwambiri m'zaka zaposachedwa. Zofanana ndi AutoGPT, Zotsatira LangChain ndi chilankhulo chozikidwa pa neural network chomwe chimatha kupanga zolemba zabwino kwambiri.
Koma LangChain imasiyanitsidwa ndi zilankhulo zina chifukwa cha mawonekedwe ake apadera.
LangChain imatha kuyamwa ndikusintha mayankho a ogwiritsa ntchito. Chifukwa chake, chitsanzocho chitha kuphunzitsidwa kupanga zinthu zomwe zimagwirizana kwambiri ndi zokonda ndi kalembedwe ka wogwiritsa ntchito kapena bungwe linalake.
Chifukwa cha luso lake la zinenero zambiri, LangChain ndi chisankho chabwino pazochitika zomwe zimafuna kumvetsetsa bwino zinenero zosiyanasiyana.
Imapangidwa pogwiritsa ntchito zida zapamwamba neural network architecture, ndipo chifukwa cha kupangidwa kwake kwapadera, imatha kuphunzira ndi kumvetsa chinenero m’njira yofanana kwambiri ndi kuzindikira kwa munthu.
Kwa anthu ndi mabungwe omwe akuyenera kuthana ndi zomwe zili m'zilankhulo zingapo, LangChain ndi chida chamtengo wapatali chifukwa imatha kumasulira bwino komanso chidule m'zilankhulo zoposa 100.
Kuthekera kwa LangChain kutulutsa chilankhulo chomveka bwino ndi chimodzi mwamaluso ake odziwika bwino, ndikupangitsa kuti ikhale chida chabwino kwambiri pakugwiritsa ntchito ngati ma chatbots ndi othandizira. Komanso, LangChain akhoza kufotokoza mwachidule ndi kusanthula mapepala zovuta, kupereka ogula zomveka, chidule chomveka.
Mawonekedwe
Kulondola Kwambiri ndi Kuthamanga
Ukatswiri wa LangChain pakumasulira chilankhulo ndi chimodzi mwazofunikira zake.
LangChain ndi chilankhulo chomwe chimapangidwa momveka bwino kuti chipereke matanthauzidwe apamwamba kwambiri m'zilankhulo zopitilira 100, mosiyana ndi zilankhulo zina zomwe zimapereka mayankho achidule.
Ndi chida chofunikira kwambiri kwa aliyense amene amayenera kugwiritsa ntchito chidziwitso cha chilankhulo chifukwa cha kapangidwe kake kapadera, komwe kamachithandizira kumasulira molondola komanso modalirika.
Thandizo Lopangidwa Pazinenelo Zopitilira 100
Kulondola kwakukulu ndi liwiro la LangChain ndi khalidwe lina lofunika.
LangChain ndiye njira yabwino yothetsera ntchito zomwe zimayenera kumalizidwa mwachangu chifukwa imagwiritsa ntchito zomangamanga zamakono za neural network kuti zipereke zomasulira zolondola mwachangu.
Kuphatikiza apo, LangChain idapangidwa kuti iphunzire kuchokera ku zolakwika zake ndikuwongolera magwiridwe ake pakapita nthawi, kutsimikizira kuti zomasulira zake zikuyenda bwino nthawi zonse.
Ma API & Ndemanga zenizeni zenizeni
Ogwiritsa ntchito ali ndi mwayi wopeza ma API angapo kudzera mu LangChain, zomwe zimapangitsa kuti zikhale zosavuta kuphatikizira chitsanzo cha chinenero muzochita ndi mapulogalamu omwe alipo kale.
Imapatsa makasitomala mayankho apompopompo pakuchita bwino kwa zomasulira zawo, kuwapangitsa kuti asinthe ndikupita patsogolo kulikonse.
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Ntchito zochepa
Kukhala makamaka anafuna kuti chinenero kumasulira ndi chimodzi mwa zovuta zovuta za LangChain.
Ndilosavuta kusintha kusiyana ndi mitundu ina ya zilankhulo zomwe zimapereka mayankho okhudzana ndi zonse, komabe zimapereka ubwino wosiyanasiyana kwa ogwiritsa ntchito omwe ayenera kuyanjana ndi deta yachinenero.
Kwa ogwiritsa ntchito omwe amafunikira kulumikizana ndi zilankhulo zosiyanasiyana, LangChain sangakhale njira yabwino kwambiri.
Zolondola Zochepa pa Zinenero Zosowa
Kwa zilankhulo zachilendo, zosagwiritsidwa ntchito pang'ono, kulondola kwa LangChain kungakhale koletsedwa. Imathandizira zilankhulo zopitilira 100, koma m'zilankhulo zomwe sizimagwiritsidwa ntchito kwambiri, kulondola kwake kungakhale kochepa.
Izi zitha kupangitsa kuti zisakhale zopindulitsa kwa iwo omwe amayenera kugwira ntchito ndi zilankhulo zamitundu yachilendo.
Kuyerekeza kwa AutoGPT ndi LangChain
Yosavuta kugwiritsa ntchito
Ngakhale pali kusiyana pakati pa mitundu iwiriyi, LangChain ndi AutoGPT onse ndi osavuta kugwiritsa ntchito. AutoGPT ndi njira yomwe imakonda kwambiri opanga omwe akufuna kuyesa NLP osapanga chilichonse kuyambira poyambira chifukwa ndi mtundu wotseguka womwe ndi wosavuta kuphatikizira m'makhodi apano.
Njira yokhayo yopezera chitsanzo cha LangChain, kumbali ina, ndi kudzera mu Google Cloud Translation API.
Kwa Madivelopa omwe amagwiritsa ntchito ntchito za Google pakadali pano, izi zimapangitsa kuti zikhale zosavuta kugwiritsa ntchito, koma sizitha kupezeka kwa ena omwe akufuna kugwiritsa ntchito ena opereka chithandizo pamtambo.
Mfundo yakuti LangChain imabwera ndi chithandizo chokhazikika cha zilankhulo zosiyanasiyana za 100 zimapangitsa kuti zikhale zosavuta kuziphatikiza muzogwiritsira ntchito zomwe zimafunikira zinenero zambiri, zomwe ndi phindu limodzi logwiritsa ntchito LangChain kudzera mu Cloud Translation API.
Mosiyana ndi zimenezo, AutoGPT ingafunike kusinthidwa kwamanja kuti igwiritse ntchito zilankhulo zambiri.
Mapulogalamu
AutoGPT yosinthika ya chilankhulo imatha kugwiritsidwa ntchito pamitundu ingapo ya NLP, monga kupanga zolemba, kusanthula malingaliro, ndi kumasulira chinenero.
LangChain, kumbali ina, idapangidwira makamaka kumasulira zilankhulo ndipo mwina sizingakhale zothandiza pamapulogalamu ena a NLP.
lolondola
Ma AutoGPT ndi LangChain onse ali ndi zolondola bwino ndipo amatulutsa mawu abwino kwambiri. Kulondola kwa LangChain kumatha kutsatiridwa ndi zilankhulo zachilendo, pomwe kulondola kwa AutoGPT kumatha kukhala kwapamwamba m'zilankhulo zosadziwika bwino.
Zosintha
Miyezo yayikulu yosinthira makonda imapezeka ndi AutoGPT, yomwe imathandizira ogwiritsa ntchito kusintha mawonekedwe pakugwiritsa ntchito ndi zochitika zina.
Ngakhale LangChain imapereka zisankho makonda, sizingakhale zosinthika monga zomwe zimaperekedwa ndi AutoGPT.
liwiro
Popeza AutoGPT imadziwika chifukwa cha nthawi yake yofulumira, ndiye chisankho chabwino kwambiri pamapulogalamu omwe amafunikira zotsatira zaposachedwa.
Ngakhale LangChain imaperekanso kukonza mwachangu, nthawi zina, kumatha kukhala kocheperako kuposa AutoGPT.
Thandizo la zinenero zambiri
Ogwiritsa ntchito omwe akufunika kugwira ntchito ndi zilankhulo zingapo ayenera kugwiritsa ntchito AutoGPT chifukwa imathandizira zosiyanasiyana. LangChain ndi njira yabwino kwambiri kwa anthu omwe nthawi zambiri amagwira ntchito ndi zilankhulo zambiri chifukwa chothandizira zinenero zoposa 100.
Computing Resources
Kwa ogwiritsa ntchito omwe ali ndi zida zochepa, kuchuluka kwa makompyuta kofunikira kuti agwiritse ntchito ndikuphunzitsa AutoGPT kungakhale chotchinga.
Koma chifukwa LangChain imatenga mphamvu zochepa zowerengera, ndi chisankho chothandiza kwambiri kwa anthu omwe ali ndi zinthu zochepa.
Kodi muyenera kugwiritsa ntchito chitsanzo chiti?
Yankho makamaka limadalira zimene mukufuna kukwaniritsa.
LangChain ikhoza kukhala njira yabwinoko ngati cholinga chanu chachikulu ndikumasulira chinenero ndipo mukufuna chitsanzo chomwe chimatha kugwiritsira ntchito malemba mofulumira komanso molondola.
Komabe, AutoGPT ikhoza kukhala njira yabwino kwambiri ngati mukufuna chiyankhulo chosinthika komanso chosinthika chamitundu yosiyanasiyana ya NLP.
Pamapeto pake, kuyesa zonse ziwiri kuti mupeze yomwe ikugwirizana ndi zosowa zanu zidzakuthandizani kusankha mtundu womwe uli woyenera kwa inu. Mwamwayi, mosasamala kanthu za chitsanzo chomwe mumagwiritsa ntchito, AutoGPT ndi LangChain zonse zimakhala zosavuta komanso zosavuta kugwiritsa ntchito, kotero mutha kuyamba kugwiritsa ntchito NLP nthawi yomweyo.
AutoGPT ndi LangChain ndi mitundu yonse ya zilankhulo zotsogola zomwe zimatulutsa mawu apamwamba kwambiri pogwiritsa ntchito njira zophunzirira mozama. Ngakhale mtundu uliwonse uli ndi zabwino ndi zovuta zake, muyenera kuyika chisankho chanu pazomwe mukufuna komanso momwe mungagwiritsire ntchito.
Siyani Mumakonda