Okuqukethwe[Fihla][Bonisa]
Sanibonani nonke, futhi namukelekile enkathini entsha yobuhlakani bokwenziwa. Abahleli bezinhlelo emhlabeni wonke sebeqalile ukudala “ama-agent azimele” asebenzisana namamodeli ezilimi amakhulu (LLMs) njenge-OpenAI's GPT-4 ukuze abhekane nezinkinga eziyinselele.
Yize besebancane kakhulu, ama-ejenti anjalo angaba yisinyathelo esibalulekile ekusetshenzisweni ngempumelelo kwe-LLM. Ngokuvamile, sixhumana ne-GPT-4 ngokwenza iziqondiso ngokucophelela futhi sizifake ebhokisini lombhalo le-ChatGPT kuze kube yilapho imodeli iphendula ngomphumela oyifunayo.
Ngokuvamile, ama-agent azimele angakhiqiza uchungechunge lwezenzo ezihlelekile ezenziwa yi-LLM kuze kube yilapho ifinyelela "kumgomo" onqunywe kusengaphambili. Ububanzi bemisebenzi abenzeli abazimele manje abakwaziyo ukuyenza buhlanganisa ucwaningo lwewebhu, ukubhala ngekhodi, ukufingqa, ukudala okuqukethwe kwangempela, ukuhumusha, nokunye okuningi.
Amasistimu obuhlakani bokwenziwa amaningana, njenge-Google's Bard kanye ne-OpenAI's ChatGPT, GPT-4, asanda kuvela futhi asabalale emhlabeni jikelele. I-Bing Bot entsha evela kwaMicrosoft nayo yavela.
Isistimu ye-AI eyengeziwe ebizwa nge-BabyAGI ijoyine le sethi yezinhlelo ze-AI.
Kulesi sihloko, sizobheka ngokujulile i-BabyAGI, ingxenye yayo ebalulekile, nokuthi isebenza kanjani ngaphakathi. Sizophinde siyiqhathanise ne I-AutoGPT, bese sikubonisa indlela yokuyifaka nokuyisebenzisa ekhompyutheni yakho.
Ngakho-ke, yini BabyAGI?
I-BabyAGI iyinkundla yobuhlakani bokwenziwa engavamile (AI) eklanywe ngokucophelela ukuze ihlole futhi ithuthukise ama-agent e-AI ahlukahlukene endaweni ebonakalayo. U-Yohei Nakajima, oyingcweti ye-venture capital kanye ukuhlakanipha okungekhona okwangempela, ungumdali walokhu okusungulwe kwesimanjemanje.
Isisekelo sesakhiwo esibanzi se-BabyAGI, i-Task-Driven Autonomous Agent iziqhayisa ngenkundla evulekile yokuthuthukisa ucwaningo emikhakheni eyahlukene, kusukela ekutholeni ulimi nasekuthuthukisweni kwengqondo kuya ekuqiniseni ukufunda.
I-BabyAGI yakhelwe ukulingisa ukufunda ngendlela efana nokukhula kwengqondo kwezingane. Inhloso enkulu ukunikeza i-AI amandla okuthola ulwazi ngokusebenzisa isipiliyoni, ukwenza izahlulelo ezihlakaniphile, nokwenza ngokuzimela.
Amathuba awapheli nge-BabyAGI ehamba phambili ocwaningweni lwe-AI olusezingeni eliphezulu.
Umgomo oyinhloko wale nkundla ukuhlola nokwenza ngcono ukusebenza kwenhlobonhlobo yama-ejenti e-AI kusetshenziswa izilungiselelo ezilingiswayo, ukuqeqeshwa, nokuhlola. Inhloso yayo enkulu ukuphenya ikhono lama-ejenti lokufunda nokwenza imisebenzi eyinselele.
Ngokusobala, ukuthuthukiswa kokufunda kokuqinisa ama-ejenti namandla okuqonda kuyisici esibalulekile sempumelelo yesikhulumi.
Manje, yini engaphansi kwe-hood ye-BabyAGI?
Uhlelo lusebenzisa obunye bobuchwepheshe obunamandla obutholakalayo, okuhlanganisa i-GPT-4, amakhono e-LangChain nama-ejenti, i-OpenAI's API, kanye ne-Pinecone, ukuze kunikwe amandla ukwenziwa kwemisebenzi ngokushesha nangempumelelo.
Ngokungangabazeki, imodeli yolimi ye-GPT-4, i-LLM engenakuqhathaniswa eyakhelwe ukuphatha imisebenzi ngokunemba nangokulula, iyinhliziyo eshayayo yesistimu. Uhlelo lungenza imisebenzi enzima ngokusebenza kahle okungenakuqhathaniswa ngenxa yekhono lalo lokukhiqiza imisebenzi emisha futhi liyibeke eqhulwini ngesikhathi sangempela.
Ukwengeza, uhlelo lusebenzisa i-Pinecone, inkundla yokusesha i-vector, ebaluleke kakhulu ekugcinweni nasekubuyiseni idatha ehlobene nomsebenzi njengezincazelo zemisebenzi, imikhawulo, nemiphumela.
Ukuze uhlelo lukwazi ukuqinisa ukufunda, oluvumela ukuthi lithole ulwazi kokuhlangenwe nakho futhi libe ngcono ngokuhamba kwesikhathi, indlela eyenziwe lula yokuphatha idatha iyadingeka. Uhlelo luhlanganise uhlaka lwe-LangChain, luguqula indlela ama-agent e-AI asebenzisana ngayo nendawo yawo emzamweni wokuhlola imikhawulo yamakhono e-Baby AGI.
Uhlelo luhlukile kwabaqhudelana nabo ngenxa yaleli zinga eliphakanyisiwe lokuzibandakanya, elisiza i-ejenti ye-AI ukuthi ikhulise ulwazi lwedatha futhi ihlomele ukuphatha imisebenzi eyinselele kalula.
Isistimu isebenzisa i-deque (umugqa ophethwe kabili) ukwakheka kwedatha ukuhlela nokubeka phambili uhlu lwayo lwemisebenzi ngoba ukuphathwa komsebenzi kuyisisekelo samakhono e-Baby AGI.
Isistimu ikhiqiza ngokuzenzakalelayo imisebenzi emisha ukuze kugcinwe uhlu lwemisebenzi lukhona futhi lusesikhathini lapho imisebenzi isiqediwe futhi kwakhiwa emisha endaweni yayo. Uhlu lwemisebenzi luhlelwa kabusha ngokujwayelekile ukuze kuqinisekiswe ukuthi uhlelo lusebenza kahle ngangokunokwenzeka, lulwenza lukwazi ukwenza imisebenzi ngaphandle kwephutha.
Isebenza kanjani i-BabyAGI?
Umbhalo we-BabyAGI uqhubeka nokukhetha imisebenzi ohlwini lwemisebenzi, uyayenza, uthuthukisa imiphumela, futhi ukhiqize imisebenzi emisha kuye ngomgomo nomphumela womsebenzi odlule.
Lesi sikripthi sisebenza ngeluphu engapheli. Izigaba ezine eziyinhloko zokuhamba komsebenzi weskripthi ukwenza umsebenzi, ukucebisa umphumela, ukukhiqizwa komsebenzi, nokubekwa phambili komsebenzi.
Ukwenza umsebenzi
Inqubo ye-BabyAGI iqala ngalesi sigaba. Umsebenzi we-ejenti esayindayo udlulisela umsebenzi ku-OpenAI's API kulesi sigaba, futhi i-API iqeda umsebenzi ngokuvumelana nomxholo. Inhloso nomsebenzi yizinto ezimbili ezifakiwe zomsebenzi we-ejenti esayindayo.
Umphumela womsebenzi ube usubuyiselwa njengeyunithi yezinhlamvu ngemva kokuthumela ukwaziswa ku-OpenAI's API. Lesi sigaba sibalulekile ngoba sinikeza uhlelo ithuba lokuqeda imisebenzi futhi luqoqe ulwazi oluzosiza ekuthuthukisweni kwemisebenzi emisha kanye nokubeka phambili imisebenzi yamanje.
Ukwenziwa ngcono kwemiphumela
Esigabeni esaziwa ngokuthi "ukuthuthukiswa kwemiphumela," umphumela womsebenzi wangaphambili uyathuthukiswa futhi ulondolozwe ku-Pinecone, ithuluzi eliwusizo lokufaka kungobo yomlando kanye nokubuyisa imiphumela yomsebenzi ukuze isetshenziswe kamuva. Le nqubo ibalulekile ngoba ivumela isistimu ukuthi ihlale ithuthukisa ukusebenza kwayo ngokufunda emaphutheni adlule.
I-BabyAGI ingathola amathrendi, ifunde emaphutheni, futhi ithuthukise ukusebenza kwayo ekulandeleni imisebenzi ngokulandela imiphumela yangaphambilini kanye nemethadatha ehambisana nayo.
Ukukhiqiza umsebenzi
Ukwakhiwa komsebenzi kuyisigaba sesithathu senqubo ye-BabyAGI, lapho umsebenzi wokudala umsebenzi usebenzisa i-OpenAI's API ukuze ukhiqize imisebenzi emisha kuye ngomgomo nomphumela womsebenzi odlule.
Umsebenzi uthumela isicelo ku-OpenAI API enemingcele emine: inhloso, umphumela womsebenzi wangaphambili, incazelo yomsebenzi, kanye nohlu lwamanje lomsebenzi. I-API iphendula ngohlu lwemisebenzi emisha njengeyunithi yezinhlamvu. Uhlu lwezichazamazwi oluqukethe amagama emisebenzi emisha lube selubuyiselwa kanye nemisebenzi emisha.
Ukubeka phambili imisebenzi
Ukubekwa phambili kwemisebenzi isigaba sokugcina sokuhamba komsebenzi se-BabyAGI. Uhlu lwemisebenzi lubekwa phambili kulokhu kusetshenziswa umsebenzi we-ejenti yokubeka phambili kusetshenziswa i-OpenAI API. I-ID yomsebenzi wamanje ingathunyelwa njengepharamitha kumsebenzi.
Umsebenzi ubuyisela uhlu olunezinombolo lwemisebenzi ebekwe phambili ngemuva kokuthumela ukwaziswa ku-OpenAI's API. Lesi sigaba sibalulekile ekuqinisekiseni ukuthi uhlelo luhlala lugxile emisebenzini ebalulekile futhi ehambisana nomgomo.
Ungayifaka kanjani futhi usebenzise i-BabyGPT emshinini wakho?
Izimfuneko zangaphambili
Kunezidingo ezimbalwa okudingeka uzifake kukhompyutha yakho ngaphambi kokuthi siqale inqubo yokufaka:
- I-Git
- I-Python 3.8 noma kamuva
- Ukhiye we-OpenAI API
- Ukhiye we-PineCone API
Sicela uqaphele: Ngisebenzisa i-MacOS ngenguqulo yakamuva.
Clone inqolobane ye-BabyAGI
Njengesinyathelo sokuqala, yenza ifolda eyingqayizivele(BabyAGI) kukhompyutha yakho. Ukuhlanganisa iphrojekthi, vula i-Git Bash bese ufaka umyalo olandelayo:
Faka ukuxhomeka
Kulesi sinyathelo hambisa kufolda esanda kwakhiwa, sizofaka konke okuncikile okudingekayo ukuze kusetshenziswe i-BabyAGI.
Ngemva kwalokho vula iphrojekthi kusihleli sekhodi yakho, ngisebenzisa i-VSCode, qamba kabusha.env.template ku.env, futhi ugcwalise izinkambu ngokhiye bakho be-OpenAI ne-PineCone API.
Ukhiye wakho we-OpenAI API ungatholwa lapha
Ukhiye wakho we-Pinecone API ungatholwa lapha.
Ekugcineni, beka lawo ma-API kufayela le-.env ezindaweni ezihlonishwayo.
Efayelini elifanayo, uzothola inhloso kanye nomsebenzi wokuqala.
Qalisa iskripthi sePython
Esigabeni sokugcina, ungagijima i- I-Python script kusuka kumhleli wakho wekhodi noma ngisho netheminali. Ukuzikhethela kungokwakho. Nansi imiphumela ye-BabyAGI.
I-BabyAGI vs I-AutoGPT
I-BabyAGI ihlukile ku-Auto-GPT ngezindlela ezithile, okuhlanganisa nendlela eqoqa ngayo ulwazi. I-BabyAGI ayicingi izinsiza zangaphandle, okungase kube inzuzo enkulu kwezinye izimo uma kuqhathaniswa ne-Auto-GPT.
I-BabyAGI igwema ukuphuma endleleni ngokukhawulela ukugxila kwayo ekucabangeni kwengqondo futhi igweme ukufuna ulwazi ku-inthanethi.
Ngenxa yendlela yayo emisha, i-BabyAGI iyithuluzi elihle lokucabanga nokuhlanganisa ingqondo.
I-BabyAGI ingaqhamuka kalula nemibono yasekuqaleni ngenxa yokugxila kwayo ngokuzinikela embonweni, kungakhathaliseki ukuthi isetshenziswa njengohlelo lokusebenza oluzimele noma ingxenye ngaphakathi kwesistimu enkulu.
I-BabyAGI inganikeza imiphumela engenakuqhathaniswa ngokugwema iziphazamiso nokugcina ukugxila okufana ne-laser emsebenzini osuwenziwa, kuyenze ibe ithuluzi elibalulekile emkhakheni wocwaningo nentuthuko ye-AI.
Isiphetho
Iphuzu eliyinhloko lefilosofi yokuklama ye-BabyAGI ukuhlanganiswa okungenamphetho kokuzenzakalela, ukuhlakanipha, nokusebenza kahle, okwenza abasebenzisi bakwazi ukuphatha kalula izithiyo eziningi emhlabeni oshintsha ngokushesha.
Ungakwazi ukungena kalula ekhonweni lenkundla lokulungiswa komsebenzi okuzenzakalelayo nokuphatha ngenxa yokusetha kwayo okuqondile nezindlela zokwenza, okuyenza ibe umngane omkhulu wabo bobabili abantu kanye namathimba.
Amathuluzi afana ne-BabyAGI azobaluleke kakhulu njengoba ucwaningo lwe-AI lukhula futhi lukhula, lusize ekulolongeni ikusasa. I-BabyAGI ibekwe esikhundleni sokuba inkundla ehamba phambili yokusungula okunamandla e-AI, ekhuthaza ukuqamba okusha kanye nenqubekela phambili emabhizinisini ahlukahlukene kanye nobungcweti ngenxa yokugcizelela kwayo okungenakuqhathaniswa ekuhlanganiseni imibono nemibono.
Ngamakhono aso aphambili, isizukulwane esilandelayo semikhiqizo esebenza nge-AI sizogqugquzelwa, senze izinhlangano nabantu bakwazi ukufeza izinhloso zabo ngobuhlakani nangempumelelo kunangaphambili.
jane
Isihloko esihle! Siyabonga ngokuthumela okokufundisa kwalokhu angikwazi ukulinda ukuze uzame lokhu! Ngiyivula kanjani iphrojekthi ku-VS?
Jay
Vele uhudule bese uphonsa ifolda ku-VS Code.