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9a6af66 7932bb1 186c315 9a6af66 5a067ab c8fab27 5a067ab c8fab27 5a067ab 7d3d2eb 5a067ab 9a6af66 2ca386f 5a067ab 06c8bab 9a6af66 8e054a4 9a6af66 8e054a4 9a6af66 8e054a4 9a6af66 8e054a4 9a6af66 8e054a4 9a6af66 b85afa8 a0e8e60 b85afa8 538af23 c7acab6 538af23 b85afa8 a0e8e60 f452678 a0e8e60 46d06fa | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 | from pydantic import BaseModel, Field
from typing import List, Optional, Any, Dict
class Experience(BaseModel):
start: Optional[str] = Field(None, description="Start date in ISO String YYYY-MM-DDTHH:mm:ss.sssZ format")
end: Optional[str] = Field(None, description="End date in ISO String YYYY-MM-DDTHH:mm:ss.sssZ format")
designation: str = Field(...)
company: str = Field(...)
experience_description: str = Field(...)
class Education(BaseModel):
start: Optional[str] = Field(None, description="Start date in ISO String YYYY-MM-DDTHH:mm:ss.sssZ format")
end: Optional[str] = Field(None, description="End date in ISO String YYYY-MM-DDTHH:mm:ss.sssZ format")
major: str = Field(...)
campus: str = Field(...)
gpa: int = Field(None, description="Get the two most significant digit then times by 100, for example 3.41 become 341")
class CVExtracted(BaseModel):
name: str = Field(...)
skills: List[str] = Field(...)
links: List[str] = Field(...)
achievements: List[str] = Field(...)
experiences: List[Experience] = Field(...)
educations: List[Education] = Field(...)
class InsertedText(BaseModel):
text: str
class CVToClassify(BaseModel):
educations: List[dict[str, Any]]
skills: List[str]
experiences: List[dict[str, Any]]
location: str
class JobToClassify(BaseModel):
minYoE: int
jobDesc: str
skills: List[str]
role: str
majors: List[str]
location: str
class Weight(BaseModel):
exp: float
position: float
major: float
skills: float
diffYoe: float
location: float
class JobAndCV(BaseModel):
cv: CVToClassify
job: JobToClassify
weight: Weight
class ClassificationResult(BaseModel):
score: float
class InsertedLink(BaseModel):
link: str
class Evaluation(BaseModel):
score: float = Field(None, description="Float range between [0,1]")
judgement: str = Field(None, description="Give judgement about the score of the interview evaluation.")
class Evaluations(BaseModel):
value: list[Evaluation] = Field(...)
class EvaModul(BaseModel):
competences: list[str]
transcript: list[list[Dict[str,str]]]
lang: str = Field(...)
class EvalResult(BaseModel):
final_score: float
details: list[Evaluation] |