AI Data Extraction Bututun
Bututun fitar da bayanan AI sun zama marasa tsari, hanyoyin da ba a tsara su ba kamar PDFs, imel, da sifofin da aka bincika zuwa tsaftataccen bayanai.
Dubawa
They automate the slow, error-prone work of getting information out of documents and into databases.
Zurfafa nutsewa
Bututun fitar da bayanan AI yana shigar da abubuwan da ba a tsara su ba ko na rabin-tsari, daftari, kwangiloli, sake dawowa, sigar da aka bincika, shafukan yanar gizo, da fitar da bayanan da aka tsara waɗanda suka dace da ƙayyadaddun tsari. Bututun da aka saba yana da matakai: shigar da fayil ɗin, gudanar da OCR ko shimfidar wuri don dawo da rubutu da tsari, chunk da tsaftace shi, sannan yi amfani da ƙirar harshe don cire takamaiman filayen cikin tsari mai ƙarfi kamar JSON. Bututun zamani sun dogara da ƙayyadaddun ƙirar ƙira ko aikin kira don haka ƙirar ta dawo daidai filayen da kuke nema, tare da tilasta nau'ikan. Matakin tabbatarwa yana bincika sakamakon, kuma ana tura abubuwa marasa ƙarfi ga mutum. Kayan aiki da ɗakunan karatu kamar LangChain, LlamaIndex, AWS Textract, da Google Takardun AI sun haɗa waɗannan matakan. Sakamakon biyan kuɗi yana sarrafa dubban takardu akan ɗan ƙaramin kuɗin hannu.
Fahimtar Fasaha
Maɓallin maɓalli daga tsofaffin tsarin yana motsawa daga samfuri masu ɓarna da regex zuwa LLMs wanda tsari ke jagoranta. Bututun suna amfani da kiran aiki ko ƙuntatawa na tsarin JSON don haka ana tilasta fitar da samfurin zuwa cikin filayen da aka buga, yana rage kurakuran rarrabawa. Don takaddun, tantancewa-sane-tsare ko OCR yana adana tebur da tsari kafin cirewa. Ƙididdiga mai ƙima da ƙa'idodin tabbatarwa (misali, jimlar dole ne a ƙara, kwanakin dole ne su kasance masu inganci) kama kurakurai, kuma duk wani abin da ba shi da tabbas yana da alama don bitar ɗan adam maimakon yin shuru a ƙasa.
Dabarun Tasiri
Gina zaɓuɓɓuka
Tsarin matakin aikace-aikacen yana ƙayyade ko AI yana inganta sakamako na gaske.
Ƙungiya da aikin aiki
Kyakkyawan haɗin gwiwar aiki yana haifar da ribar yawan aiki masu amfani za su iya amincewa.
Haɗari da aminci
Abubuwan da aka yi amfani da su da kyau suna rage gajiyar canji da haɗarin aiwatarwa.
Makomar bututun cire bayanan AI
Haɓakawa yana zama multimodal kuma ƙarshen-zuwa-ƙarshe, tare da ƙira suna karanta hoton shafi kai tsaye maimakon dogaro da wani matakin OCR daban, haɓaka daidaito akan tebur mai rikitarwa da rubutun hannu. Yi tsammanin mafi arha, mafi sauri ƙananan ƙira waɗanda aka daidaita don takamaiman nau'ikan takaddun, ingantaccen tabbatarwa da kai, da madaidaitan madaukai na amsa inda abubuwan da aka gyara suka sake horar da tsarin. Kamar yadda abin dogaro ke hawa, ƙarin bututun za su yi aiki gabaɗaya ta atomatik don shari'o'in yau da kullun yayin da ake tanadin bita na ɗan adam don ingantattun lamurra masu ƙima da manyan bayanai.
Aiwatar da Gaskiyar Duniya
Ƙungiyar kuɗi tana fitar da mai siyarwa, kwanan wata, abubuwan layi, da jimillar dubunnan daftari PDFs cikin tsarin lissafin su.
Asibiti yana jan filaye da aka tsara daga fom ɗin shan da aka bincika da kuma fax ɗin da aka aika zuwa bayanan lafiyar lantarki.
Wani kamfani na kayan aiki yana karanta takardar kudi na kaya da takaddun kwastam don cika rumbun adana bayanai na jigilar kaya.
Ƙungiyoyin doka suna fitar da ɓangarori, ranaku, da maɓalli masu mahimmanci daga ɗaruruwan kwangiloli don gina rajistar wajibai.
Hatsari & Tsare-tsare
Yin aiki da ɓaryayyen tsari na iya haɓaka matsalolin da ke akwai.
Ƙungiyoyi na iya wuce gona da iri kuma su cire hukuncin ɗan adam da ake buƙata.
Ingancin na iya motsawa idan ba a ci gaba da kimanta abubuwan da aka fitar ba.
Taswirar Hanya
Taswirar tsarin aiki na yanzu kuma gano matakin mafi girman juzu'i.
Ƙayyade wuraren bincike na ɗan adam kafin cikakken aiki da kai.
Horar da masu amfani akan faɗakarwa, hanyoyin haɓakawa, da ƙa'idodi masu inganci.
Bibiyar sakamakon matakin ɗawainiya don tabbatar da ƙima mai dorewa.
Ci gaba da Bincike
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Jagora na gaba
Feature Injiniya Bututun da Data Versioning
Tambayoyin da ake yawan yi
What is AI Data Extraction Pipelines?
Bututun fitar da bayanan AI sun zama marasa tsari, hanyoyin da ba a tsara su ba kamar PDFs, imel, da sifofin da aka bincika zuwa tsaftataccen bayanai. Suna sarrafa aikin jinkiri, mai saurin kuskure na samun bayanai daga cikin takardu da cikin ma'ajin bayanai.
Menene babban burin bututun hakar bayanan AI?
Waɗannan bututun suna juyar da abubuwan da ba su da kyau kamar PDFs kuma suna ƙirƙira su zuwa tsarin bayanan da suka dace da ƙayyadadden tsari, shirye don bayanan bayanai.
Me yasa bututun zamani ke amfani da maƙasudin ƙira ko aikin kira?
Ƙuntata fitarwa zuwa tsari (ta hanyar kiran aiki ko tsarin JSON) yana tilasta ƙirar zuwa cikin nau'ikan, filayen da ake iya tsinkaya kuma yana rage kurakurai.
Menene rawar OCR ko matakin tantance shimfidar wuri?
OCR da fage-sanne-tsare suna dawo da rubutu da tsarin tsari (kamar teburi da fom) don haka ƙirar hakar tana da tsaftataccen shigarwar tsari.
Ta yaya gyare-gyaren bututun mai da kyau ke tafiyar da hako ƙarancin amincewa?
Abubuwan da ba a tabbatar da su ba ana tuta kuma a aika su zuwa ga mai bita maimakon a wuce su ba tare da tantance su ba.
Menene misali ɗaya na ƙa'idar tabbatarwa a cikin irin wannan bututun?
Ƙididdiga dabaru yana bincika daidaiton ciki, kamar jimlar jimlar daidai da kwanan wata da suke aiki, don kama kurakuran cirewa ta atomatik.