from smolagents import CodeAgent, HfApiModel, load_tool, tool
import datetime
import requests
import pytz
import yaml
from tools.final_answer import FinalAnswerTool
from Gradio_UI import GradioUI

# Custom tool for web search to find authentic Ethiopian food images
@tool
def search_ethiopian_food_authentic(food_name: str) -> str:
    """Search for authentic Ethiopian food images to understand exact appearance
    Args:
        food_name: Name of the Ethiopian food (e.g., "injera", "doro wat", "tibs")
    """
    try:
        # Use web search to find authentic images and descriptions
        search_query = f"authentic Ethiopian {food_name} traditional appearance ingredients presentation"
        # This would connect to your web_search_exa tool
        return f"Searching for authentic Ethiopian {food_name}..."
    except Exception as e:
        return f"Error searching for {food_name}: {str(e)}"

# Custom tool for generating Ethiopian food images
@tool
def generate_ethiopian_food_image(food_description: str, style: str = "authentic") -> str:
    """Generate an authentic Ethiopian food image based on research
    Args:
        food_description: Detailed description of the food to generate
        style: Style of image - "authentic", "restaurant", "home-cooked"
    """
    try:
        # This will use the gr1_qwen_image_fast_generate_image tool
        return f"Generating {style} Ethiopian food image: {food_description}"
    except Exception as e:
        return f"Error generating image: {str(e)}"

final_answer = FinalAnswerTool()

# Model configuration
model = HfApiModel(
    max_tokens=2096,
    temperature=0.5,
    model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
    custom_role_conversions=None,
)

# Load prompt templates
with open("prompts.yaml", 'r') as stream:
    prompt_templates = yaml.safe_load(stream)

# Create the Ethiopian food agent
agent = CodeAgent(
    model=model,
    tools=[search_ethiopian_food_authentic, generate_ethiopian_food_image, final_answer],
    max_steps=6,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    name="ethiopian_food_image_generator",
    description="Generates authentic Ethiopian food images by researching exact appearance first",
    prompt_templates=prompt_templates
)

# Launch the Gradio UI
GradioUI(agent).launch()