TradingAgents/tradingagents/llm_clients/validators.py

83 lines
2.0 KiB
Python

"""Model name validators for each provider.
Only validates model names - does NOT enforce limits.
Let LLM providers use their own defaults for unspecified params.
"""
VALID_MODELS = {
"openai": [
# GPT-5 series (2025)
"gpt-5.2",
"gpt-5.1",
"gpt-5",
"gpt-5-mini",
"gpt-5-nano",
# GPT-4.1 series (2025)
"gpt-4.1",
"gpt-4.1-mini",
"gpt-4.1-nano",
# o-series reasoning models
"o4-mini",
"o3",
"o3-mini",
"o1",
"o1-preview",
# GPT-4o series (legacy but still supported)
"gpt-4o",
"gpt-4o-mini",
],
"anthropic": [
# Claude 4.5 series (2025)
"claude-opus-4-5",
"claude-sonnet-4-5",
"claude-haiku-4-5",
# Claude 4.x series
"claude-opus-4-1-20250805",
"claude-sonnet-4-20250514",
# Claude 3.7 series
"claude-3-7-sonnet-20250219",
# Claude 3.5 series (legacy)
"claude-3-5-haiku-20241022",
"claude-3-5-sonnet-20241022",
],
"google": [
# Gemini 3 series (preview)
"gemini-3-pro-preview",
"gemini-3-flash-preview",
# Gemini 2.5 series
"gemini-2.5-pro",
"gemini-2.5-flash",
"gemini-2.5-flash-lite",
# Gemini 2.0 series
"gemini-2.0-flash",
"gemini-2.0-flash-lite",
],
"xai": [
# Grok 4.1 series
"grok-4-1-fast",
"grok-4-1-fast-reasoning",
"grok-4-1-fast-non-reasoning",
# Grok 4 series
"grok-4",
"grok-4-0709",
"grok-4-fast-reasoning",
"grok-4-fast-non-reasoning",
],
}
def validate_model(provider: str, model: str) -> bool:
"""Check if model name is valid for the given provider.
For ollama, openrouter - any model is accepted.
"""
provider_lower = provider.lower()
if provider_lower in ("ollama", "openrouter"):
return True
if provider_lower not in VALID_MODELS:
return True
return model in VALID_MODELS[provider_lower]