TradingAgents/tradingagents/llm_clients/validators.py

70 lines
1.6 KiB
Python

from typing import Dict, List
VALID_MODELS: Dict[str, List[str]] = {
"openai": [
"gpt-4o",
"gpt-4o-mini",
"gpt-4-turbo",
"gpt-4",
"gpt-3.5-turbo",
"o1",
"o1-mini",
"o1-preview",
"o3-mini",
"gpt-5-nano",
"gpt-5-mini",
"gpt-5",
],
"anthropic": [
"claude-3-5-sonnet-20241022",
"claude-3-5-haiku-20241022",
"claude-3-opus-20240229",
"claude-3-sonnet-20240229",
"claude-3-haiku-20240307",
"claude-sonnet-4-20250514",
"claude-haiku-4-5-20251001",
"claude-opus-4-5-20251101",
],
"google": [
"gemini-1.5-pro",
"gemini-1.5-flash",
"gemini-2.0-flash",
"gemini-2.0-flash-lite",
"gemini-2.5-pro-preview-05-06",
"gemini-2.5-flash-preview-05-20",
"gemini-3-pro-preview",
"gemini-3-flash-preview",
],
"xai": [
"grok-beta",
"grok-2",
"grok-2-mini",
"grok-3",
"grok-3-mini",
],
"ollama": [],
"openrouter": [],
"vllm": [],
}
def validate_model(provider: str, model: str) -> bool:
"""Validate that a model is supported by the provider.
For ollama, openrouter, and vllm, any model is accepted.
For other providers, checks against VALID_MODELS.
"""
provider_lower = provider.lower()
if provider_lower in ("ollama", "openrouter", "vllm"):
return True
if provider_lower not in VALID_MODELS:
return False
valid = VALID_MODELS[provider_lower]
if not valid:
return True
return model in valid