tests/test_ollama.py

"""
Test script to verify Ollama integration.
"""
from components.llm_integration import CustomLLMResponder

def test_ollama():
    # Initialize the LLM with Ollama
    print("Initializing LLM with Ollama...")
    llm = CustomLLMResponder(
        use_ollama=True,
        ollama_model="llama2",  # Using llama2 which has a smaller memory footprint
        ollama_base_url="http://localhost:11434"
    )
    
    # Test prompt
    test_prompt = """
    Analyze the following ethical dilemma from multiple perspectives:
    
    A self-driving car must choose between hitting a pedestrian crossing illegally or swerving and risking the passenger's life.
    
    Please provide a detailed ethical analysis considering different frameworks.
    """
    
    print("\nSending request to Ollama...")
    # Use smaller values for max_length to reduce memory usage
    response = llm.generate(test_prompt, max_length=100, temperature=0.7)
    
    print("\nResponse from Ollama:")
    print("-" * 80)
    print(response)
    print("-" * 80)

if __name__ == "__main__":
    test_ollama()