from typing import Optional from pydantic import BaseModel, Field, field_validator class LlmConfig(BaseModel): provider: str = Field( description="Provider of the LLM (e.g., 'ollama', 'openai')", default="openai" ) config: Optional[dict] = Field( description="Configuration for the specific LLM", default={} ) @field_validator("config") def validate_config(cls, v, values): provider = values.data.get("provider") if provider in ("openai", "ollama", "groq", "together", "aws_bedrock", "litellm"): return v else: raise ValueError(f"Unsupported LLM provider: {provider}")