ResumeParser / resume_template.py
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working resume parser with streamlit front end, tested OpenAI and Anthropic.
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from pydantic import BaseModel, Field, ValidationError
from typing import List, Optional, Dict
# The following classes are for the resume template
class ContactInfo(BaseModel):
email: Optional[str] = None
phone: Optional[str] = None
linkedin: Optional[str] = None
class PersonalDetails(BaseModel):
full_name: str
contact_info: ContactInfo
professional_summary: Optional[str] = None
class Education(BaseModel):
institution: Optional[str] = None
degree: Optional[str] = None
field_of_study: Optional[str] = None
graduation_date: Optional[str] = None
class WorkExperience(BaseModel):
company: Optional[str] = None
title: Optional[str] = None
duration: Optional[str] = None
description: Optional[str] = None
notable_contributions: Optional[List[str]] = None
class Project(BaseModel):
name: Optional[str] = None
description: Optional[str] = None
technologies: Optional[str] = None
role: Optional[str] = None
class Certification(BaseModel):
title: Optional[str] = None
certifying_body: Optional[str] = None
date: Optional[str] = None
class Publication(BaseModel):
title: Optional[str] = None
co_authors: List[str] = []
date: Optional[str] = None
class Award(BaseModel):
title: Optional[str] = None
awarding_body: Optional[str] = None
date: Optional[str] = None
class VolunteerExperience(BaseModel):
organization: Optional[str] = None
role: Optional[str] = None
duration: Optional[str] = None
description: Optional[str] = None
class AdditionalSections(BaseModel):
volunteer_experience: Optional[List[VolunteerExperience]] = []
languages: Optional[List[str]] = []
interests: Optional[List[str]] = []
class Resume(BaseModel):
personal_details: PersonalDetails
education: List[Education] = []
work_experience: List[WorkExperience] = []
projects: List[Project] = []
skills: List[str] = []
certifications: List[Certification] = []
publications: List[Publication] = []
awards: List[Award] = []
additional_sections: Optional[AdditionalSections] = None