Using Python SDK

from fi.prompt.client import PromptClient
from fi.prompt.types import ModelConfig, PromptTemplate, SystemMessage, UserMessage

def improve_prompt_examples():
    """Examples of improving prompts with different approaches"""

    template = PromptTemplate(
        name="customer_support_template",
        messages=[
            SystemMessage(content="You are a customer service representative."),
            UserMessage(content="How can I help with your {issue_type} today?")
        ],
        model_configuration=ModelConfig(
            model_name="gpt-4",
            temperature=0.7,
            max_tokens=1000
        )
    )

    prompt_client = PromptClient(template=template)
    client = prompt_client.create()

    # Example 1: Basic Improvement - Make Language More Professional
    client = client.improve("Make the language more formal and professional")
    print("\nAfter professional improvement:")
    print(f"Latest message: {client.template.messages[-1].content}")

    # Example 2: Improve Clarity and Structure
    client = client.improve(
        "Add clear structure with greeting, issue identification, and next steps"
    )
    print("\nAfter structural improvement:")
    print(f"Latest message: {client.template.messages[-1].content}")

    # Example 3: Add Empathy and Personalization
    client = client.improve(
        "Add empathetic language and personalization while maintaining professionalism"
    )
    print("\nAfter empathy improvement:")
    print(f"Latest message: {client.template.messages[-1].content}")

    # Example 4: Optimize for Specific Use Case
    client = client.improve(
        "Optimize for technical support issues with relevant terminology"
    )
    print("\nAfter use-case optimization:")
    print(f"Latest message: {client.template.messages[-1].content}")

    return client

if __name__ == "__main__":
    try:
        improved_client = improve_prompt_examples()
        print("\nFinal improved template:")
        for msg in improved_client.template.messages:
            print(f"{msg.role}: {msg.content}")
    except Exception as e:
        print(f"Error improving prompt: {str(e)}")