from smolagents import CodeAgent, HfApiModel
import yaml
from tools import FinalAnswerTool, VisitWebpageTool, DuckDuckGoSearchTool
from Gradio_UI import GradioUI

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

# Initialize tools
final_answer = FinalAnswerTool()
web_search = DuckDuckGoSearchTool(max_results=5)
visit_webpage = VisitWebpageTool()

# Configure model
model = HfApiModel(
    max_tokens=2096,
    temperature=0.2,
    model_id='Qwen/Qwen2.5-Coder-32B-Instruct'
)

# Create agent
agent = CodeAgent(
    model=model,
    tools=[final_answer, web_search, visit_webpage],
    max_steps=6,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    prompt_templates=prompt_templates
)

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