core/refiner/simple_refiner.py

from models import BaseModel
from .base_refiner import BaseRefiner
from utils.image_encoder import encode_image
class SimpleRefiner(BaseRefiner):
    def __init__(self,
                 sys_prompt: str, 
                 model: BaseModel,
        ) -> None:
        BaseRefiner.__init__(self, sys_prompt=sys_prompt, model=model)
    
    def refine(self, message: str, image_path=None) -> str:
        if image_path:
            context = [{"role": "system", "content": self.sys_prompt}, {"role": "user", "content": [
                            {"type": "text", "text": f"{message}"},
                            {"type": "image_url", "image_url": {"url": f"data:image/jpeg;base64,{encode_image(image_path)}"}},
                        ]}]
        else:
            context = [{"role": "system", "content": self.sys_prompt}, {"role": "user", "content": [
                            {"type": "text", "text": f"{message}"},
                        ]}]
        response = self.model.respond(context)

        return response