프롬프트 압축 기법

def main():
    verbose_prompt = """
    I want you to please tell me what the main sentiment is for the following customer feedback.
    The customer feedback is specifically about our new product launch.
    Please categorize the sentiment as either positive, negative, or neutral.
    Also, identify any specific issues or praises mentioned by the customer within the feedback.
    """
    
    concise_prompt = """
    Analyze this customer feedback for sentiment (positive, negative, neutral).
    Identify specific issues or praises regarding our new product launch.
    """
    
    print("Verbose characters (approx tokens):", len(verbose_prompt))
    print("Concise characters (approx tokens):", len(concise_prompt))

if __name__ == "__main__":
    main()

def main():
    long_article = """
    The recent study on renewable energy sources highlights significant advancements in solar panel efficiency.
    Researchers at the Solar Institute have developed a new photovoltaic material that converts 25% more sunlight into electricity.
    This breakthrough could drastically reduce the cost of solar power and accelerate its adoption globally.
    Furthermore, the report also touches upon improvements in wind turbine technology, particularly in offshore installations,
    which are now capable of generating power more consistently even in varying weather conditions.
    The implications for sustainable development are immense, promising a cleaner future.
    """
    
    summarized_context = """
    New solar panel material boosts efficiency by 25%, cutting costs. Wind turbine tech also improved,
especially offshore. This promises a cleaner, sustainable future.
    """
    
    print("Original context characters:", len(long_article))
    print("Summarized context characters:", len(summarized_context))

if __name__ == "__main__":
    main()

def main():
    customer_review = """
    The new smartphone has an amazing camera, truly stunning photos! But the battery life is terrible,
    it barely lasts half a day. The screen is vibrant, though, and the processor is super fast.
    """
    
    key_features = """
    Keywords: 'amazing camera', 'stunning photos', 'terrible battery life', 'vibrant screen', 'super fast processor'.
    """
    
    print("Original review characters:", len(customer_review))
    print("Extracted keywords characters:", len(key_features))

if __name__ == "__main__":
    main()