import yaml
import os
from smolagents import GradioUI, ToolCallingAgent, HfApiModel

# Get current directory path
CURRENT_DIR = os.path.dirname(os.path.abspath(__file__))

from managed_agents.note_formatter.tools.format_notes import SimpleTool as FormatNotes
from managed_agents.note_formatter.tools.create_algo_visualization import SimpleTool as CreateAlgoVisualization
from managed_agents.note_formatter.tools.final_answer import FinalAnswerTool as FinalAnswer



model = HfApiModel(
model_id='deepseek-ai/DeepSeek-R1',
provider=None,
)

format_notes = FormatNotes()
create_algo_visualization = CreateAlgoVisualization()
final_answer = FinalAnswer()


with open(os.path.join(CURRENT_DIR, "prompts.yaml"), 'r') as stream:
    prompt_templates = yaml.safe_load(stream)

agent_note_formatter = ToolCallingAgent(
    model=model,
    tools=[format_notes, create_algo_visualization],
    managed_agents=[],
    max_steps=5,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    name='note_formatter',
    description='Formats cryptography unit-wise information into structured notes with visualizations',
    prompt_templates=prompt_templates
)
if __name__ == "__main__":
    GradioUI(agent_note_formatter).launch()