get_provider: Determine provider from model name

In mLLMCelltype: Cell Type Annotation Using Large Language Models

Determine provider from model name

Description

This function determines the appropriate provider (e.g., OpenAI, Anthropic, Google, OpenRouter) based on the model name. Uses prefix-based matching for efficient and maintainable provider detection. New models following existing naming conventions are automatically supported.

Usage

get_provider(model)

Arguments

model

Character string specifying the model name (e.g., "gpt-5.5", "claude-opus-4-7").

Details

Supported providers and model prefixes:

• OpenAI: gpt-, o1, o3*, o4*, chatgpt-, codex- (e.g., 'gpt-5.5', 'gpt-5.4-mini')

• Anthropic: claude-* (e.g., 'claude-opus-4-7', 'claude-sonnet-4-6')

• DeepSeek: deepseek-* (e.g., 'deepseek-v4-flash', 'deepseek-v4-pro')

• Google: gemini-* (e.g., 'gemini-3.1-pro-preview', 'gemini-3-flash-preview')

• Qwen: qwen*, qwq-* (e.g., 'qwen3.6-plus', 'qwen3.6-flash')

• Stepfun: step-* (e.g., 'step-3.5-flash', 'step-3')

• Zhipu: glm-, chatglm (e.g., 'glm-5.1', 'glm-5-turbo')

• MiniMax: minimax-* (e.g., 'MiniMax-M2.7', 'MiniMax-M2.5')

• Grok: grok-* (e.g., 'grok-4.3', 'grok-4.3-latest')

• OpenRouter: Any model with '/' in the name (e.g., 'openai/gpt-5.5', 'anthropic/claude-opus-4.7')

Value

Character string of the provider name (e.g., "openai", "anthropic").

mLLMCelltype documentation built on May 11, 2026, 9:06 a.m.