Uma ufuna izindlela zokusebenzisa ubuhlakani bokwenziwa (AI) ukuze uhlaziye futhi useshe amadokhumenti e-PDF, kuyilapho ugcina idatha yakho ivikelekile futhi iyimfihlo ngokusebenza ungaxhunyiwe ku-inthanethi ngokuphelele. Ungase ube nentshisekelo kule phrojekthi esebenzisa i-Ollama ukukuvumela ukuthi usebenzise i-AI ukuze uhlanganyele ngokuqondile namafayela akho e-PDF nemibhalo ngokucela i-AI ukuthi ikhiphe idatha, izincazelo, nokunye okwengeziwe kokuqukethwe yi-PDF.
Isinyathelo sokuqala sokwenza uhlelo lokuphathwa kwemibhalo evikelekile wukusetha indawo ye-AI yendawo usebenzisa amathuluzi afana ne-Ollama ne-Python. Ngokugcina amadokhumenti akho azwelayo ngaphakathi kwemingcele yendawo yakho ye-IT, uwavikela ngempumelelo ezinsongweni ezingaba khona ze-inthanethi. Le ndlela isebenzisa izinsiza zekhompuyutha zasendaweni ukuze icubungule idatha futhi ikhiqize izimpendulo ngendlela efanele, iqeda isidingo samaseva angaphandle futhi inciphise ubungozi bokufinyelela okungagunyaziwe.
- Ukulayishwa nokucutshungulwa kwamadokhumenti: Ukuze uqale, imibhalo yakho ye-PDF kufanele ilayishwe ohlelweni kusetshenziswa “isilayishi esingahlelekile se-PDF” esivela ku-Longchain. Leli thuluzi livumela uhlelo ukuthi lucubungule ngempumelelo amafomethi e-PDF ahlukene, lulungiselele okuqukethwe ukuxhumana kwe-AI nokuhlaziya.
- Umbhalo wokuqoqa nokushumeka: Uma usulayishiwe, umbhalo kudokhumenti uhlukaniswa ube yizingxenyana ezincane, ezilawulekayo. Lezi zingcezu zibe seziguqulwa zibe ukushumeka kwe-vector kusetshenziswa amamodeli athuthukile afana Nomic Embed Text, ngaleyo ndlela kulungiselelwa idatha ukuze igcinwe kahle futhi ibuyiswe ngaphakathi kohlelo lwe-AI.
- Ukugcina idatha kusizindalwazi se-vector: Okushumekiwe kombhalo kugcinwa kusizindalwazi se-vector yendawo, njenge-Chroma DB. Lesi sizindalwazi esikhethekile siklanyelwe ukucubungula idatha ye-vector, ukuthuthukisa isivinini nokusebenza kahle kokubuza idatha. Ngokugcina idatha endaweni, awukhulisi ukuphepha kuphela, kodwa futhi unika amandla ukufinyelela okusheshayo kudatha uma kuqhathaniswa nezixazululo ezisekelwe emafini.
Usesho lwe-PDF lwe-AI lwendawo
Buka le vidiyo ku-YouTube.
Xhumana nohlelo lwe-AI
Uma indawo ye-AI yendawo isimisiwe futhi imibhalo isicutshungulwa, abasebenzisi bangaxhumana nohlelo ngokufaka imibuzo ehlobene nokuqukethwe kwedokhumenti. Uhlelo lusebenzisa imibuzo eminingi yokubuyisa i-AI ukuze kuthuthukiswe ukuhambisana nokunemba kwezimpendulo. Le ngxenye ye-AI ikhiqiza ngobuhlakani imibuzo ehlobene eminingi ngokufaka okukodwa, ithuthukisa ikhono lesistimu lokuhlinzeka ngezimpendulo ezinembile, eziqaphela umongo.
Izimpendulo zikhiqizwa amamodeli e-AI endawo kusetshenziswa idatha ekhishwe kusizindalwazi se-vector. Ngokwenza konke ukucutshungulwa, kusukela ekubuyweni kwedatha kuye ekukhiqizeni izimpendulo, ungaxhunyiwe ku-inthanethi, uhlelo luqinisekisa ukugcinwa kuyimfihlo nokuvikeleka kolwazi lwakho. Le ndlela yokucubungula yasendaweni iqeda isidingo sokudlulisa idatha nge-inthanethi, kunciphisa ingcuphe yokuphazamiseka noma ukufinyelela okungagunyaziwe.
Uzenza kanjani izixhumanisi kuma-PDF
Uma usebenza nama-PDF nsuku zonke, ungaba nentshisekelo kweminye imihlahlandlela yethu yokwakha izixhumanisi kuma-PDF. Ungase ufune ukwengeza izixhumanisi emakhasini ewebhu ku-PDF yakho ukuze unikeze ulwazi olwengeziwe noma izinsiza kubafundi bakho.
Sebenzisa i-AI no-Ollama
Ukusetha uhlelo lwengxoxo yendawo olunamandla e-AI kudinga ulwazi oluthile lokuthuthukiswa kwesofthiwe, ikakhulukazi i-Python. I-athikili ihlinzeka ngomhlahlandlela obanzi kumalabhulali adingekayo namathuluzi, kanye namazwibela ekhodi ukukusiza ukuthi wakhe isistimu kusukela ekuqaleni. Inqubo yokusebenzisa ibandakanya izinyathelo ezimbalwa ezibalulekile:
- Ukufaka imitapo yolwazi edingekayo nezinto ezincikile
- Ukucubungula nokulayisha imibhalo ye-PDF ohlelweni
- Ukusika nokuhlanganisa idatha yombhalo
- Ukugcina okushumekiwe kusizindalwazi se-vector sendawo
- Ukusingatha imibuzo yabasebenzisi kanye nokwenza izimpendulo kusetshenziswa amamodeli asendaweni e-AI.
Ngokulandela lezi zinyathelo nokusebenzisa amandla e-Ollama nePython, ungakha isistimu evikelekile nephumelelayo yokusebenzisana nemibhalo yakho ebucayi.
Thuthukisa ukufinyeleleka nokusebenziseka
Nakuba ukuqaliswa kwamanje kudinga amakhono okubhala amakhodi, likhona ithuba lokwenza uhlelo lufinyeleleke kalula kubabukeli ababanzi. Okunye okungaba ngcono ukuthuthukiswa kohlelo lokusebenza lwe-Streamlit, olunganikeza isixhumi esibonakalayo esisebenziseka kalula sokusebenzelana ne-AI. Lokhu kuthuthukiswa kuzovumela abantu abanolwazi olulinganiselwe lokubhala amakhodi ukuthi bazuze emandleni okuphatha amadokhumenti avikelekile esistimu.
Ukuthuthukiswa kwesistimu yengxoxo yasendaweni kusetshenziswa i-Ollama ukuxhumana nama-PDF kumele intuthuko enkulu ekuphathweni okuphephile kwemibhalo yedijithali. Ngokulandela izinyathelo eziveziwe nokusebenzisa amandla ezinsiza ze-IT zasendaweni, ungasebenzisa uhlelo olungagcini nje ngokuvikela ulwazi lwakho olubucayi, kodwa futhi oluthuthukisa ikhono lakho lokwenza ukusebenzelana okusheshayo nokunembile namadokhumenti aqhutshwa yi-AI . Njengoba singena emhlabeni wedijithali owandayo, ukubaluleka kwezinyathelo zokuphepha eziqinile ngeke kugcizelelwe. Le ndlela entsha yokuphatha amadokhumenti ibonisa amandla e-AI okuthuthukisa ukuvikeleka kwedatha nobumfihlo.
Ungawakha kanjani ama-PDF ku-Mac mahhala
Uma usebenzisa i-Apple MacBook noma ikhompyutha yedeskithophu ye-Mac, ungaphinda udale ama-PDF ngokushesha futhi kalula ngokusebenzisa isici sokuphrinta ukuze ulondoloze amadokhumenti njengama-PDF ngaphandle kokusebenzisa imali yakho ekuthengeni izinhlelo zokusebenza zezinkampani zangaphandle.
Ikhredithi yevidiyo: Umthombo
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