src/genai/context_analysis_agent/utils/state.py

from pydantic import BaseModel, ConfigDict , Field
from typing import Optional

class State(BaseModel):
    interactions: Optional[list] = []
    model_config = ConfigDict(arbitrary_types_allowed=True)

# Pydantic model for extracted business info
class DetailsFormatter(BaseModel):
    '''
    Format the details from the business interaction of User and Assistant
    '''
    business_type_or_name: str = Field(description="The type or name of the business.")
    platform: str = Field(description="The platform used for the promotion of business")
    target_audience: str = Field(description="The target audience of the business")
    business_goals: str = Field(description="The business goals of the business")
    offerings: str = Field(description="The offerings of the business")
    devices_used_to_create_videos: str = Field(description="The devices used to create videos.")
    Challenges_faced: str = Field(description="The challenges faced by the business")
    additional_informations: str = Field(description="Additional queries or details regarding the video or idea creation.")

class CompletionFormatter(BaseModel):
    completion: str = Field(description="Just the one word result: **completed** or **not completed**")

class ConversationFormatter(BaseModel):
    response: str = Field(description="The entire response of the assistant.")
    complete: str = Field(description= "Return 'True' if the details extraction is completed. Return 'False' if not completed.")