core_creator/intent_parser.py

# intent_parser.py - Extracts purpose and domain of the robotics app idea

from openai import OpenAI

# Categories the system understands
INTENT_CATEGORIES = [
    "educational",
    "assistive",
    "entertainment",
    "industrial",
    "home automation",
    "healthcare",
    "retail",
    "creative"
]

# Simple prompt to detect the category of the robot idea
def classify_robot_idea(user_input: str) -> str:
    system_prompt = f"""
    Classify this user idea into one of the following categories:
    {', '.join(INTENT_CATEGORIES)}.
    Only return the category word. If none fits, return 'creative'.

    Idea: {user_input}
    Category:
    """

    response = OpenAI().chat.completions.create(
        model="gpt-4o",
        messages=[
            {"role": "system", "content": "You are a classification AI for robotics ideas."},
            {"role": "user", "content": system_prompt},
        ],
        temperature=0
    )
    return response.choices[0].message.content.strip().lower()

# Example
if __name__ == "__main__":
    example = "Create a robot that helps blind users find objects at home."
    print("Predicted Intent:", classify_robot_idea(example))