app/api/schemas/tests.py

from pydantic import BaseModel, Field
from typing import List

class Test(BaseModel):
    question: str = Field(min_length=1, max_length=100, description="Question you want to test")
    document: str = Field(min_length=1, description="Document name")
    chunk_index: int = Field(default=0, min=0, description="Chunk index")

class TestRequestSchema(BaseModel):
    tests: List[Test] = Field(min_length=1, description="give tests to evalute")
    k: int = Field(default=5, min=0, max=20, description="maximum number of results")
    threshold: float = Field(default= 0.4, min=0.0, max=1.0, description="Threshold for reference")

class TestResponse(BaseModel):
    tests: Test
    answer: bool

class TestResponseSchema(BaseModel):
    tests: List[TestResponse] = Field(min_length=1, description="test results")


class TestClassifier(BaseModel):
    question: str = Field(min_length=1, description="Question you want to test")
    type: str = Field(min_length=1, description="Type to be predicted")
    category: str = Field(min_length=1, description="Category to be predicted")
    topic: str = Field(min_length=1, description="Topic to be predicted")
    intent: str = Field(min_length=1, description="Intent to be predicted")

class TestClassifierReqSchema(BaseModel):
    tests: List[TestClassifier] = Field(min_length=1, description="give tests to evalute")