Files
upo-app-agents/src/app/agents/predictor.py

17 lines
850 B
Python

from pydantic import BaseModel, Field
from app.api.base.markets import ProductInfo
class PredictorInput(BaseModel):
data: list[ProductInfo] = Field(..., description="Market data as a list of ProductInfo")
style: str = Field(..., description="Prediction style")
sentiment: str = Field(..., description="Aggregated sentiment from news and social analysis")
class ItemPortfolio(BaseModel):
asset: str = Field(..., description="Name of the asset")
percentage: float = Field(..., description="Percentage allocation to the asset")
motivation: str = Field(..., description="Motivation for the allocation")
class PredictorOutput(BaseModel):
strategy: str = Field(..., description="Concise operational strategy in Italian")
portfolio: list[ItemPortfolio] = Field(..., description="List of portfolio items with allocations")