Imiyoboro yo gukuramo amakuru ya AI
Imiyoboro yo gukuramo amakuru ya AI ihindura akajagari, amasoko atubatswe nka PDF, imeri, hamwe na feri yabisikanye muburyo bwiza, bwubatswe.
Incamake
They automate the slow, error-prone work of getting information out of documents and into databases.
Kwibira cyane
Umuyoboro wo gukuramo amakuru ya AI winjiza ibyubatswe bitubatswe cyangwa igice cyubatswe, inyemezabuguzi, amasezerano, gusubiramo, impapuro zabitswe, urupapuro rwurubuga, hamwe nibisohoka inyandiko zubatswe zihuye na gahunda isobanuwe. Umuyoboro usanzwe ufite ibyiciro: kwinjiza dosiye, koresha OCR cyangwa imiterere igereranya kugirango ugarure inyandiko n'imiterere, ucagagure kandi ubisukure, hanyuma ukoreshe icyitegererezo cyururimi kugirango ukuremo imirima yihariye muburyo bukomeye nka JSON. Imiyoboro igezweho ishingiye ku gishushanyo mbonera cyangwa imikorere-ihamagarira ibisubizo bityo icyitegererezo kigaruka neza imirima ubajije, hamwe nubwoko bwashyizwe mubikorwa. Icyiciro cyo kwemeza kigenzura ibisubizo, kandi ibintu bike-byiringiro bigenda byerekeza kumuntu. Ibikoresho n'amasomero nka LangChain, LlamaIndex, Inyandiko ya AWS, na Google Inyandiko AI ikoranya ibi byiciro. Kwishura gutunganya inyandiko ibihumbi nibice byigiciro cyintoki.
Ubushishozi
Guhindura urufunguzo kuva muri sisitemu ishaje ni kuva kuri templates na regex kuri LLMs iyobowe nigishushanyo. Imiyoboro ikoresha imikorere ihamagarwa cyangwa JSON-igishushanyo mbonera kuburyo umusaruro wikitegererezo uhatirwa mumirima yanditse, kugabanya amakosa yo gusesengura. Kubyangombwa, imiterere-igereranya parsing cyangwa OCR ibika imbonerahamwe nimiterere mbere yo gukuramo. Amategeko yo gutanga amanota no kwemeza (urugero, igiteranyo kigomba kongerwaho, amatariki agomba kuba afite agaciro) gufata amakosa, kandi ikintu cyose kidashidikanywaho cyashyizwe ahagaragara kugirango abantu basuzumwe aho guceceka bucece.
Ingaruka z'Ingamba
Build choices
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo.
Itsinda hamwe nakazi
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera.
Risk and safety
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa.
Kazoza ka AI Gukuramo Imiyoboro
Gukuramo bigenda biba byinshi kandi birangira-birangiye, hamwe nabanyamideli basoma ishusho yurupapuro mu buryo butaziguye aho kwishingikiriza ku ntambwe itandukanye ya OCR, kunoza neza ukuri kumeza no kwandika intoki. Witege bihendutse, byihuse moderi ntoya neza neza kubwoko bwinyandiko zihariye, kurushaho kwisuzuma neza, hamwe no gusubiza hamwe aho ibintu byakosowe bigarura sisitemu. Mugihe ubwizerwe buzamuka, imiyoboro myinshi izakora mu buryo bwuzuye kubibazo bisanzwe mugihe ubitse abantu kugirango basuzume imanza zukuri hamwe nibisobanuro byinshi.
Gushyira mu bikorwa Isi
Itsinda ryimari ryimodoka ikuramo ibicuruzwa, itariki, ibintu byumurongo, hamwe nibihumbi biva muri fagitire ibihumbi n'ibihumbi muri sisitemu y'ibaruramari.
Ibitaro bikuramo imirima yubatswe muburyo bwo kubisikana hamwe no kohereza fax mubitabo byubuzima bwa elegitoroniki.
Uruganda rukora ibikoresho rusoma fagitire zipakurura hamwe na gasutamo kugirango bigaragaze ibicuruzwa bikurikirana.
Itsinda ryemewe n'amategeko rikuramo amashyaka, amatariki, ningingo zingenzi mumasezerano amagana yo kubaka igitabo cyashakishwa.
Ingaruka & Kurinda
Gutangiza inzira yamenetse birashobora kongera ibibazo bihari.
Amakipe arashobora gukora cyane kandi agakuraho ibitekerezo byabantu bikenewe.
Ubwiza burashobora gutemba niba ibisubizo bidahwema gusuzumwa.
Igishushanyo mbonera
Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye.
Hugura abakoresha kubisobanuro, inzira zo kuzamuka, hamwe nubuziranenge.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Imiyoboro yubuhanga iranga hamwe na Data verisiyo
Ibibazo bikunze kubazwa
What is AI Data Extraction Pipelines?
Imiyoboro yo gukuramo amakuru ya AI ihindura akajagari, amasoko atubatswe nka PDF, imeri, hamwe na feri yabisikanye muburyo bwiza, bwubatswe. Bahindura akazi gahoro, gakunze kwibeshya mugukuramo amakuru mubyangombwa no mububiko.
Niyihe ntego nyamukuru yumuyoboro wo gukuramo amakuru ya AI?
Iyi miyoboro ihindura inyongeramusaruro nka PDF na forme mubyanditswe byubatswe bihuye na gahunda isobanuwe, yiteguye kubikubiyemo.
Ni ukubera iki imiyoboro igezweho ikoresha igishushanyo mbonera cyangwa imikorere-ihamagarira ibisubizo?
Kubuza ibisohoka mubishushanyo (binyuze mumikorere yo guhamagara cyangwa JSON schema) bihatira icyitegererezo mumyandikire yanditswe, iteganijwe kandi igabanya amakosa yo gusesengura.
Ni uruhe ruhare rwa OCR cyangwa imiterere-igereranya?
OCR na layout-izi-paris igarura inyandiko nuburyo imiterere (nkimbonerahamwe nuburyo) kuburyo moderi yo gukuramo ifite isuku, itunganijwe neza.
Nigute imiyoboro yateguwe neza ikuramo ibyiringiro bike?
Ibintu bidashidikanywaho cyangwa byiringiro buke birashyirwa ahagaragara kandi byoherejwe kubisuzuma byabantu aho kunyuzwa munsi yubugenzuzi.
Ni uruhe rugero rumwe rw'itegeko ryemewe mu miyoboro nk'iyi?
Kwemeza logique igenzura ihame ryimbere, nkibiteranyo byegeranijwe neza n'amatariki bifite agaciro, kugirango ufate amakosa yo gukuramo mu buryo bwikora.