Okuqukethwe[Fihla][Bonisa]
Siyakwamukela kulokhu okuthunyelwe kwebhulogi okuthakazelisayo ku-Auto-GPT, uhlelo lokuhlola olungakaqedwa olusebenza njengesibonelo esithakazelisayo sokuthi izinhlelo ze-Language Model AI (LLM) ezifana ne-GPT-4 zikwazi kanjani ukudala nokuqedela inhlobonhlobo yemisebenzi ngokwazo.
Imisebenzi eminingi ingenziwa ngokuzenzakalelayo ngezinga eliphezulu lokunemba nokusebenza kahle ngenxa yobuchwepheshe obumangalisayo obaziwa nge-Auto-GPT. Isebenzisa izici ezinamandla ze-GPT-4 zokucubungula ulimi lwemvelo.
Lokhu kuthuthukiswa kubonisa indlela ama-LLM, okuyisinyathelo esikhulu sokuqhubekela phambili kwe-AI, anamandla okuguqula ngokuphawulekayo indlela esibona ngayo ukuzenzela kwemisebenzi.
Sizohlola ukuthi iyini i-Auto-GPT, ukuthi isebenza kanjani, kanye nohlobo lwemisebenzi engayenza kulokhu okuthunyelwe. Ukubaluleka kwe-Auto-GPT maqondana ne-task automation kanye nekusasa lama-LLM nakho kuzombozwa.
Sizobhekana nokukhathazeka mayelana nezingozi ezingaba khona kanye nemithelela engemihle yokusebenzisa ama-LLM kanye ne-Auto-GPT futhi, sigqamisa ukubaluleka kokusetshenziswa okunesibopho nokuziphatha.
Uzoba nolwazi olungcono lwe-Auto-GPT namandla okuthi ama-LLM aguqule umsebenzi ozenzakalelayo ekupheleni kwalesi sihloko.
Ngakho ake siqale!
Kuyini I-AutoGPT?
I-Auto-GPT wuhlelo olusezingeni eliphezulu oluguqula umhlaba wokuzenzakalela kwemisebenzi. Iwuhlelo lomthombo ovulekile olusebenzisa amandla amakhulu ama-LLM afana ne-GPT-4 ukuze adale ngokuzenzakalelayo futhi aphathe imisebenzi eyahlukene.
Ngokusebenzisa i-Auto-GPT, izinhlangano, nabantu bangaqondisa izinqubo ezifana nokugunyazwa kombiko, ukudalwa kokuqukethwe, nokuhlaziywa kwedatha ukuze wonge isikhathi futhi unciphise amaphutha.
Ubuchwepheshe obuphambili budala okuqukethwe okuhlangene nokubalulekile ngokufunda emiqulwini emikhulu yedatha. Umbhalo okhiqizwe njengomphumela empeleni uwumbhalo obhalwe umuntu.
I-Auto-GPT ishintsha umdlalo ku-automation yomsebenzi, evumela izinhlangano nabantu ngabanye ukuthi bagxile kweminye imisebenzi ebalulekile ngenkathi beshiya imisebenzi ephindaphindwayo nephansi ohlelweni.
Singalindela ukubona isofthiwe enamandla kakhulu njenge-Auto-GPT ekwazi ukwenza imisebenzi ehlala ixakile njengoba ama-LLM eqhubeka nokuthuthuka.
I-AutoGPT iwuhlelo oluzimele lwe-AI olukhombisa ukuthi i-GPT-4 ingasetshenziswa kanjani ukufeza imisebenzi eyahlukene. Abasebenzisi bangasebenzisa i-AI ukuze baqedele imisebenzi efana nocwaningo, ukubhala ngekhodi, nokubhala ngobuciko ngokunikeza izindima nemigomo nokusebenzisa amandla ako.
Mayelana nokuthi ubuchwepheshe obuqhutshwa yi-AI buzoshintsha kanjani indlela esisebenza ngayo futhi sizibandakanye nezinhlelo ze-AI esikhathini esizayo, i-AutoGPT inikeza amazwibela.
Kodwa, isebenza kanjani?
I-Auto-GPT isebenzisa ukuthuthukiswa kwakamuva kakhulu kuma-LLM, ikakhulukazi i-GPT-4, ukukhiqiza ngokuzenzakalelayo okuqukethwe okuhlangene nokubalulekile. Uhlelo lufunda emiqulwini emikhulu yedatha, olulwenza lukwazi ukubona amaphethini nokuxhumana phakathi kwamagama nemisho.
Isebenzisa lolu lwazi, i-Auto-GPT ibe isikhiqiza umbhalo njengempendulo yokwaziswa noma okokufaka. Lokhu okokufaka kungase kufike ngendlela yomyalelo, umsebenzi, noma isethi yemihlahlandlela.
I-Auto-GPT idala okuqukethwe okufanele ngokomo nokuvumelana ngokunengqondo kusetshenziswa ama-algorithms ayo aphambili kanye namakhono okucubungula ulimi lwemvelo ngemva kwalokho. ukuthola okokufaka. I-Auto-GPT iyinsiza ebalulekile yezinhlangano kanye nabantu abafisa ukwenza izinqubo ngokuzenzakalela nokonga isikhathi ngoba umbhalo ewukhiqizayo awuhlukaniseki nhlobo olimini olubhalwa umuntu.
Amandla e-Auto-GPT asemandleni ayo okufunda kudatha eningi futhi ikhiqize umbhalo obalulekile futhi onengqondo, okuwenza ube ithuluzi elibalulekile emkhakheni wokuzenzakalela komsebenzi.
Ngamafuphi, i-AutoGPT iphindaphinda iziyalezo zayo ngokwayo, izihlole ngokucophelela, futhi yakhela phezu kwazo ekuphindaphindweni ngakunye. Ibese isebenzisa i-GPT-4 ne-GPT-3.5 nge-API ukuze ikhiqize wonke amaphrojekthi. Inekhono lokufunda nokubhala amafayela, ifinyelele ku-inthanethi, futhi ihlole izimpendulo eziyalezweni zayo. Ingakwazi futhi ukuhlanganisa okutholakele kanye nomlando wemibuzo efanele.
Imisebenzi Engenziwa I-Auto-GPT
Uhlelo oluguquguqukayo, i-Auto-GPT ingasetshenziselwa imisebenzi eyahlukene, okuhlanganisa ukudala imibiko nokuhlaziywa kwedatha. Kule ngxenye, sizobheka imisebenzi embalwa engenziwa i-Auto-GPT nokuthi izenza kanjani zibe ngokuzenzakalela.
Ukudalwa kokuqukethwe
Okuqukethwe kwamawebhusayithi, amabhulogi, nokuthunyelwe kwenkundla yezokuxhumana kungadalwa nge-Auto-GPT. I-Auto-GPT ingakhiqiza okokusebenza kwekhwalithi ephezulu, okufanelekile, nokuthakazelisayo uma uyinikeza isihloko noma isethi yemihlahlandlela.
Ukuhumusha
Ungenza imisebenzi yokuhumusha nge-Auto-GPT. Umbhalo ungahunyushelwa kolunye ulimi kusetshenziswa i-Auto-GPT ngokuwufaka ngolimi olulodwa. Amabhizinisi asebenza emazweni ahlukahlukene futhi adinga idokhumenti esheshayo noma ukuhumusha kokuxhumana angathola leli khono liwusizo kakhulu.
Insizakalo yekhasimende
Imisebenzi yokwesekwa kwamakhasimende njengokuphendula imibuzo evame ukubuzwa kanye nokuxazulula izinkinga kungenzeka izenzekele nge-Auto-GPT. I-Auto-GPT ingakwazi ukuqonda imibuzo yamakhasimende futhi ilethe izixazululo ezifanele ngokusebenzisa ukucubungula kolimi lwemvelo.
Ukuhlaziya Data
Imisebenzi yokuhlaziya idatha ingenziwa nge-Auto-GPT. Ukufakwa kwedatha kuvumela i-Auto-GPT ukuthi ihlaziye ulwazi futhi ikhiqize imininingwane engasetshenziswa ekwenzeni izinqumo.
Imibiko Yokubhala
Amabhizinisi nabacwaningi bangazuza ngokusebenzisa i-Auto-GPT njengoba ingasetshenziswa ukukhiqiza imibiko kuye ngokokufaka kwedatha. Ngokufaka idatha, i-Auto-GPT ingahlaziya ulwazi futhi ikhiqize imiphumela enembile nefundisayo.
Ukubhala ngekhodi
I-Auto-GPT ingasetshenziselwa ukukhiqiza izinhlelo ezigcwele noma amazwibela wekhodi wemisebenzi yokubhala amakhodi. I-Auto-GPT ingakwazi ukukhiqiza ikhodi ephumelelayo nephumelelayo ngokucabangela imingcele yezinhlelo noma izidingo. Onjiniyela abadinga ukubhala ikhodi ngokuqondile nangokushesha bazothola leli khono liwusizo kakhulu.
Ngisanda kubalula imisebenzi embalwa; ngemva kwakho konke, umkhawulo kuphela umcabango wakho.
Ungayifaka kanjani i-AutoGPT ku-Mac yakho?
Ungasebenzisa kalula amandla e-GPT-4 ngokusebenzisa i-AutoGPT ukuze wenze imisebenzi eyahlukene, ehlanganisa ucwaningo, ukubhala ngekhodi, nokuthuthukisa ukulandisa.
Kunezidingo ezimbalwa okudingeka uzifake kukhompyutha yakho ngaphambi kokuthi siqale inqubo yokufaka:
- I-Git
- I-Python 3.10 noma kamuva
- Ukhiye we-OpenAI API
Sicela uqaphele: Ngisebenzisa i-MacOS ngenguqulo yakamuva.
Isetha i-AutoGPT
Isinyathelo 1: Hlanganisa i- Indawo yokugcina ye-AutoGPT
Dala ifolda ehlukile ku-Mac yakho njengesinyathelo sakho sokuqala. Sebenzisa i-Git Bash bese uthayipha umyalo olandelayo ukuze uhlanganise iphrojekthi:
git clone https://github.com/Significant-Gravitas/Auto-GPT.git
Isinyathelo 2: Faka okuncikile
Kulesi sinyathelo, sizofaka konke ukuncika okudingekayo ukuze kuqalise i-AutoGPT. Nawu umyalo:
pip3 install -r requirements.txt
Ngemva kwalokho, qamba kabusha.env.template ku.env futhi ugcwalise izinkambu ngokhiye bakho be-OpenAI ne-PineCone API.
Ukhiye wakho we-OpenAI API ungatholwa lapha.
Ekugcineni, beka lawo ma-API kufayela le-.env.
Isinyathelo sesi-3: Qalisa ifayela eliyinhloko
Vula itheminali ukuze usebenzise iskripthi esinikezwe ngezansi:
python3 -m autogpt
Halala, i-AutoGPT yakho ifakwe ngempumelelo ku-Mac yakho.
Isebenzisa i-AutoGPT
Ukuchaza indima ye-AI
Manje, kufanele sinikeze indima ku-AI, futhi izibekela yona ngokuzenzakalelayo umgomo futhi ikhiqize imiphumela esekelwe kuyo.
Ngisebenzise"Yakha umkhiqizo we-SaaS osebenzisa i-AI ukuze wenze imisebenzi ephindaphindwayo, uthuthukise ukwenza izinqumo, futhi uthuthukise ukukhiqiza. Izibonelo zifaka phakathi ama-chatbots, izinjini zokuncoma, namathuluzi ezibalo eziqagelayo. Khumbula, ukuze wenze izigidi ngomkhiqizo wakho we-SaaS, kufanele usungule izinto ezintsha, ukhule, usebenziseke kalula, futhi unikeze inani elibalulekile kumakhasimende. Yenza ucwaningo lwemakethe, hlaziya izidingo zamakhasimende, futhi uhlale uphezulu kwamathrendi asafufusa ukuze uqinisekise ukuthi umkhiqizo wakho uhlala uphambi kwejika."
Manje, uzobona ukuthi izibekela imigomo ngokwayo.
Ungabona futhi ukuthi i-AI isebenzisa isiphequluli sokuntweza, ukukunikeza imiphumela engcono neyakamuva.
Ngokusekelwe emiphumeleni edlule iphakamisa ngokuzenzakalelayo ukuthi uye kuphi ngokulandelayo.
Ngale ndlela, ungasebenzisa i-AutoGPT futhi uyenze ibe ngeyakho ngokwezidingo zakho.
Kwengezwe ama-plugin
Onjiniyela basanda kukhipha ama-plugin, akuvumela ukuthi uvumelanise i-AutoGPT nezidingo zakho ezihlukile. Ama-plugin izinhlelo zekhompyutha ezithuthukisa inkundla noma amakhono ohlelo lwesofthiwe ngesici esithile.
Azidingi izinguquko ezinkulu kukhodi eyinhloko yohlelo lokusebenza ngoba zenzelwe ukunwetshwa noma ukuthuthukisa amakhono alo.
Ama-plugin ezinkampani zangaphandle kanye nawokuqala nawo ayizinketho.
Uhlu lwama-plugin lumi kanje:
- I-plugin ye-Twitter
- I-plugin ye-imeyili
- I-plugin yocingo
- I-plugin ye-Google Analytics
- I-plugin ye-YouTube, nokunye okuningi.
Ikusasa le-Auto-GPT nama-LLM
Akunakwenzeka ukugcizelela ukuthi ama-LLM, njenge-GPT-4, anamandla kanjani okuguqula umsebenzi ozenzakalelayo.
Njengoba kuboniswe yi-Auto-GPT kanye I-ChatGPT, ama-LLM angafundiswa ukufunda emiqulwini emikhulu yedatha futhi enze ngokuzimela uhla olubanzi lwemisebenzi, kusukela ekukhiqizweni kokuqukethwe kuye ekubhalweni ngekhodi. Amandla okwenza imisebenzi ezenzakalelayo inamandla okushintsha izimboni ngokuphelele kanye nendlela esisebenza ngayo.
Kodwa kuma-LLM, i-Auto-GPT iyisiqalo kuphela. Amandla ama-LLM azokhula njengoba ubuchwepheshe buthuthuka. Ama-LLM esikhathi esizayo azoba nekhono emisebenzini eyinkimbinkimbi kanye nokuqonda umongo nobunkimbinkimbi.
I-LLM task automation inamandla okuvula izimakethe ezintsha namathuba omsebenzi. Amabhizinisi nabantu bazokwazi ukugxila kumaphrojekthi anzima kakhulu futhi abacabangayo uma bekwazi ukuzenzela imisebenzi yabo eminingi evamile.
Ukuqashwa okusha ezimbonini ezinjengokuhlaziya idatha, ukuthuthukiswa kwesofthiwe, nokudalwa kokuqukethwe kungase kudalwe ngenxa yalokhu kushintsha kokugcizelela. Amakhono ama-LLM adlula kakhulu i-auto-GPT.
Amakhono ama-LLM azothuthuka ngokuhambisana nobuchwepheshe, okuzoholela ekutheni kube nabasebenzi abasebenza ngempumelelo futhi abakhiqizayo. Makhulu amathuba okuthi ama-LLM aguqule indlela yokusebenza ezenzakalelayo, futhi eminyakeni ezayo, singalindela intuthuko eyengeziwe.
Izingozi ezifaka phakathi amamodeli e-Auto-GPT kanye nama-LLMs
Nakuba ama-LLM afana ne-GPT-4 enikeza isithembiso esikhulu sokuguqula umsebenzi ozenzakalelayo, kungase kube nezingozi nokubi okudingeka kucatshangelwe. Amathuba okuchema nokucwasa kudatha esetshenziswa ukuqeqesha amamodeli kungenye yezimbangela eziyinhloko zokukhathazeka. Uma idatha yokuqeqeshwa ibichemile, imiphumela engalungile nebandlulula ingase ivele kuma-LLM achemile.
Amathuba okuthi ama-LLM asetshenziswe ngendlela engafanele, njengokusabalalisa ulwazi olungamanga noma ukuqamba izindaba, kungenye inkinga. Ukusebenzisa ama-LLM ukukhiqiza ulwazi mbumbulu olukholisayo kungase kube nemiphumela elimazayo kubantu nasemphakathini.
Ngaphezu kwalokho, igunya elidlulele lama-LLM kanye nokuzimela kudala imibuzo mayelana nomsebenzi nokuziphendulela. Ubani okufanele aziphendulele uma i-LLM yenza iphutha noma inomphumela ongemuhle? Singenza kanjani isiqiniseko sokuthi ama-LLM asetshenziswa ngokuziphatha nangokuzibophezela?
Ukuze usebenzise ama-LLM afana ne-Auto-GPT ngokuzibophezela, lezi zinkinga kufanele zixazululwe. Ukwehlukahlukana nenjongo yedatha yokuqeqeshwa kufanele kuqinisekiswe, futhi ama-LLM akufanele aqashwe ukusabalalisa ulwazi olungamanga noma ukukhiqiza izinto ezicasulayo. Ukwengeza, kuhlanganisa ukudala imithetho nemithetho eqondile yokusetshenziswa kwama-LLM nokwenza amaqembu abhekane nanoma yimiphi imiphumela engemihle.
Isiphetho
Sengiphetha, ama-LLM kanye ne-Auto-GPT anamandla amakhulu okuzuzisa umphakathi. Banamandla okuthuthukisa ukusebenza kahle, ukukhiqiza, kanye nokusungula izinto ezintsha kuzo zonke izimboni futhi bakhiqize amathuba amasha okuqashwa.
Nokho, kubalulekile ukuthi sisebenzise ama-LLM ngokuzibophezela nangokucophelela, siqinisekise ukuthi asetshenziswa ngokuziphatha futhi ukuze kuzuze umphakathi. Ngokwenza lokhu, singasebenzisa ama-LLM ukuze sisize wonke umuntu abe nekusasa elingcono.
Aayush
Iziphakamiso zabasebenzisi bokuqala:
1. Zama i-pip3 install -r needs.txt esikhundleni se-pip install -r requirements.txt
2. Ukuze wakhe ifolda entsha hamba ku-Mac Finder, dala ifolda entsha kudeskithophu bese uchofoza kabili, bese uchofoza kokuthi “Dala itheminali entsha kufolda”.
3. Qiniseka ukuthi ufake i-Python 3.4 noma ngaphezulu, nge-Git.
4. Thola Ithokheni Yokufinyelela Siqu kusuka ku-GitHub
5. Sebenzisa i-Sublime Text noma i-Atom ukuze uvule ifolda lapho wakha khona itheminali ukuze ufinyelele amafayela afana ne-.env
6. Uma uthola iphutha ekudonseni kwe-OpenAI API, ungase ufune ukuzama ukungeza ikhadi ngaphansi kwemininingwane yokukhokha. Ikakhulukazi uma uthola Iphutha: Umkhawulo Wesilinganiso Se-API Ufinyelelwe. Ima imizuzwana engu-10..
Yashir Tariq
$ python3 main.py
I-Traceback (ucingo lwakamuva lugcine):
Ifayela elithi “E:\autogpt\Auto-GPT\main.py”, umugqa 1, ku
kusuka ku-autogpt yokungenisa main
Iphutha Lokungenisa: ayikwazi ukungenisa igama elithi 'main' lisuka ku-'autogpt' (E:\autogpt\Auto-GPT\autogpt\__init__.py)
ngicela ungisize ngixazulule lento
Aayush
Kufanele ngabe uyagijima
python3 scripts/main.py
uma ifayela lingaphakathi kwenkomba ebizwa ngokuthi izikripthi, udinga ukusebenzisa umyalo
python3 scripts/main.py
esikhundleni sepython3 main.py
UMARTINE
Sawubona
Lapho ngisebenzisa umyalo: python -m impendulo ye-autogpt: /usr/bin/python: Ayikho imojula ebizwa nge-autogpt
Ingabe kuyadingeka ukufaka indawo ebonakalayo noma kwanele ukuhambisa ifolda?
NGENXA
enrico
I-python3 -m i-autogpt
Sicela usethe ukhiye wakho we-OpenAI API ku-.env noma njengokuhlukahluka kwendawo.
Ungathola ukhiye wakho https://platform.openai.com/account/api-keys
Angazi ukuthi kungani inginika leli phutha, ngicela ningisize.
okhiye be-api abakhiqiziwe bese uyifaka efayeleni
angazi ukuthi ngenze njani