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

# Custom Inspiration Quote Generator Tool
@tool
def inspirational_quote_generator(theme: str, intensity: int) -> str:
    """Generates inspirational quotes based on theme and intensity level
    Args:
        theme: Main theme of the quote (e.g., 'success', 'perseverance')
        intensity: Energy level of the quote (1-5 scale, 5 being most intense)
    """
    intensity_levels = {
        1: ["Progress gently", "Step by step", "Slow and steady"],
        2: ["Keep trying", "Stay focused", "Gradual progress"],
        3: ["Push forward", "Maintain your energy", "Stay determined"],
        4: ["Be unstoppable", "Give it your all", "Leave nothing behind"],
        5: ["Energy explosion!", "Reach the peak!", "Break all limits!"]
    }
    
    import random
    selected_phrase = random.choice(intensity_levels.get(intensity, [theme]))
    
    return f"Theme: {theme} ✨\nInspirational Quote: {selected_phrase}"

@tool
def get_current_time_in_timezone(timezone: str) -> str:
    """Retrieves current time for a specific timezone
    Args:
        timezone: Valid timezone identifier (e.g., 'Asia/Tehran')
    """
    try:
        tz = pytz.timezone(timezone)
        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
        return f"Current time in {timezone}: {local_time}"
    except Exception as e:
        return f"Error: {str(e)}"

# Initialize core components
final_answer = FinalAnswerTool()
model = HfApiModel(
    max_tokens=2096,
    temperature=0.5,
    model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
    custom_role_conversions=None,
)

# Load additional tools
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
search_tool = DuckDuckGoSearchTool()

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

# Configure the AI agent
agent = CodeAgent(
    model=model,
    tools=[
        final_answer,
        inspirational_quote_generator,
        get_current_time_in_timezone,
        image_generation_tool,
        search_tool
    ],
    max_steps=6,
    verbosity_level=1,
    prompt_templates=prompt_templates
)

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