import yaml
import os
from smolagents import GradioUI, CodeAgent, TransformersModel

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

from tools.web_search import DuckDuckGoSearchTool as WebSearch
from tools.visit_webpage import VisitWebpageTool as VisitWebpage
from tools.final_answer import FinalAnswerTool as FinalAnswer



model = TransformersModel(
max_new_tokens=5000,
model_id='sbintuitions/sarashina2.2-3b-instruct-v0.1',
)

web_search = WebSearch()
visit_webpage = VisitWebpage()
final_answer = FinalAnswer()


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

agent_simple_data_analyst = CodeAgent(
    model=model,
    tools=[web_search, visit_webpage],
    managed_agents=[],
    max_steps=10,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    name='simple_data_analyst',
    description='A simple agent that can search the web and analyze data with Python.',
    prompt_templates=prompt_templates
)
if __name__ == "__main__":
    GradioUI(agent_simple_data_analyst).launch()