from typing import List, Dict, Union from langchain_core.pydantic_v1 import BaseModel, Field class ResumeStructure(BaseModel): education: List[Dict[str, str]] = Field(description="List of dictionaries containing 'university' and 'CGPA'") work: List[Dict[str, Union[str, List[str]]]] = Field(description="List of dictionaries containing " "'organization', 'location', 'position', " "'duration', 'standardized_job_title', " "and 'predicted_skills'") projects: List[Dict[str, Union[str, List[str]]]] = Field(description="List of dictionaries containing " "'project_name', 'start_date', 'end_date', " "'description', and 'predicted_skills'") skills: Dict[str, List[str]] = Field(description="Dictionary containing all 'Technical Skills' and 'Non Technical Skills'") techstack: List[str] = Field(description="List of all technologies used in projects") career_trajectory: str = Field(description="String representing the career progression of the candidate")