Как я могу извлечь определенные поля из документа? ⇐ Python

[Anonymous]

Итак, я использовал pdfplumber для извлечения текстов из PDF, но он содержит несколько тегов, таких как «\ n», «\ t», «U2019» и множество пробелов, которые мне нужно передать этот текст в LLM для извлечения конкретных полей Есть идеи о том, как это сделать?
Это пример извлечения текста < /p>

Код: Выделить всё

CURRICULUM CURRICULUMVITAEVITAE"\n"examplename"\n"E-mail:exampleemail@gmail.com"\n"\uf03f\uf030+91-examplenumber"\n"CAREER CAREEROBJECTIVE:- OBJECTIVE:-"\n"Toworkindynamicenvironmentwhichprovideamplescopetoenrichmylearning"\n"curvebyutilizingmyprofessionalknowledge.Ultimatelycontributingto"\n"organizationalandpersonaldevelopment."\n"EXPERIENCE:-:-"\n"Workedasan\u201cExecutive\u201dwith\u2018examplecompany2\u2019Pvt.Ltd.UdyogVihar,Phase-4,,"\n"Gurgaon,Haryana.Since24thSept2014to25thJan2016."\n"WorkingasSMELeadwithexamplecompanysinceNov2017totilldate,handlingcredit"\n"cardsoutboundprocess."\n"COMPANY&JOBPROFILE:-:-"\n"(OnePointOne)"\n"OnepointOneSolutionisaglobalbusinessservicedproviderintheareaofexperience"\n"management.Weprovideasuiteofsolutionsforoutclients-fromstrategyanddesignto"\n"implementationandexecutionthathelpglobalbrandsdelivermemorableandcustomer"\n"experiences"\n"Jobprofile:IhaveworkedinoutboundprocessandmyprocessnamewasAirtel"\n"Digital.Inthisprocesswehavetocallthecustomerregardingnewchannelsandnew"\n"offerslaunchbyAirtel.Wealsosolvethecustomerqueriesandcomplaintlike-"\n"deductionofamountandchannelactivation."\n"ACADEMIC ACADEMICPROFILE:- PROFILE:-"\n"BABAfromfromUtkalUtkalUniversity, University,Bhubaneswar, Bhubaneswar,OrissaOrissain2012.in2012."\n"Council CouncilofofHigherHigherSecondary SecondaryEducation, Education,OrissaOrissainin2009.2009."\n"BoardBoardofofSecondary SecondaryEducation, Education,OrissaOrissaBoardBoardinin2006.2006."\n"PERSONAL PERSONALDETAILS DETAILS"\n"NameName :: SameerSameerRanjanRanjanRoutRout"\n"DateDateofofbirthbirth :: 0n0n2222ththMarchMarch19891989"\n"GenderGender :: MaleMale"\n"Address Address :: D-2/1,D-2/1,Chattarpur Chattarpur"\n"NewNewDelhi-110068 Delhi-110068FatherFather\u2019\u2019ssnamename :: Mr.Mr.examplefathername"\n"MaritalMaritalstatusstatus :: Unmarried Unmarried"\n"Nationality Nationality :: IndianIndian"\n"LeisureLeisuredoingdoing :: PlayingPlaying&&Watching WatchingCricketCricket"\n"Language Languageknownknown :: EnglishEnglish,,Hindi,Hindi,OriyaOriya"\n"DECLARATION DECLARATION"\n"Ifindmyselfasanenthusiasticandambitiouspersonality.Asmyhardworkingnature"\n"anddeterminationaremybigassets.Managingskillsandcreativemindaremyadded"\n"qualities."\n"Iherebydeclarethattheinformationfurnishedabovebymeistruetothebestof"\n"myknowledge."\n"DateDate:: Signature Signature((\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026 \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026))"\n"PlacePlace::NewNewDelhiDelhi Name:Name:exampleexamplenamename"
< /code>
Пробое было передано весь текст в локальный LLM, ожидая получить структурированный выход, но, очевидно < /p>
 ```json
{
"name": "examplename",
"email": "examplenumber@gmail.com",
"phone": "9718127215",
"location": "New Delhi",
"highest_qualification": "BA",
"gender":"Male",
"marital_status": "Unmarried",
"current_company": [
{
"company_name": "companyexample",
"designation": "SME Lead",
"duration": "2017-present"
}
],
"education": ["BA","HSC"],
"skills": [ "Customer Support","Credit Cards"],
"experience": [
{
"position": "Executive",
"company": "companyexample2",
"duration": "2014-2016"
}
]
}
```

Я новичок в этом, поэтому любая помощь будет оценена.

Подробнее здесь: https://stackoverflow.com/questions/793 ... a-document