""" LLM API schemas """ from typing import Optional from pydantic import BaseModel, Field class LLMChatRequest(BaseModel): """LLM chat request""" prompt: str = Field(..., description="User prompt") temperature: float = Field(0.7, ge=0.0, le=2.0, description="Temperature (0.0-2.0)") max_tokens: int = Field(2000, ge=1, le=32000, description="Maximum tokens") class Config: json_schema_extra = { "example": { "prompt": "Explain the concept of atomic habits in 3 sentences", "temperature": 0.7, "max_tokens": 2000 } } class LLMChatResponse(BaseModel): """LLM chat response""" success: bool = True message: str = "Success" content: str = Field(..., description="Generated response") tokens_used: Optional[int] = Field(None, description="Tokens used (if available)")