# What is this? ## Unit testing for the 'get_model_info()' function import os import sys import traceback sys.path.insert( 0, os.path.abspath("../..") ) # Adds the parent directory to the system path import pytest import litellm from litellm import get_model_info def test_get_model_info_simple_model_name(): """ tests if model name given, and model exists in model info - the object is returned """ model = "claude-3-opus-20240229" litellm.get_model_info(model) def test_get_model_info_custom_llm_with_model_name(): """ Tests if {custom_llm_provider}/{model_name} name given, and model exists in model info, the object is returned """ model = "anthropic/claude-3-opus-20240229" litellm.get_model_info(model) def test_get_model_info_custom_llm_with_same_name_vllm(): """ Tests if {custom_llm_provider}/{model_name} name given, and model exists in model info, the object is returned """ model = "command-r-plus" provider = "openai" # vllm is openai-compatible try: litellm.get_model_info(model, custom_llm_provider=provider) pytest.fail("Expected get model info to fail for an unmapped model/provider") except Exception: pass def test_get_model_info_shows_correct_supports_vision(): info = litellm.get_model_info("gemini/gemini-1.5-flash") print("info", info) assert info["supports_vision"] is True