Auto-CoT Example Pseudo-Code

auto_cot_example.py

def auto_cot(prompt, model):
    # Initialize an empty list to store reasoning steps
    reasoning_steps = []
    # Generate initial reasoning step
    current_step = model.generate_initial_step(prompt)
    while not is_final_step(current_step):
        # Append the current reasoning step to the list
        reasoning_steps.append(current_step)
        # Use the current reasoning step as the next prompt
        prompt = form_next_prompt(current_step)
        # Generate the next reasoning step
        current_step = model.generate_next_step(prompt)
    # Append the final step to the list
    reasoning_steps.append(current_step)
    return reasoning_steps

# Example usage:
model = YourLLM()
prompt = 'Explain why the sky is blue.'
reasoning_chain = auto_cot(prompt, model)
for step in reasoning_chain:
    print(step)