app.py

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

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

from tools.fetch_lastest_news_tille_and_urls import SimpleTool as FetchLastestNewsTilleAndUrls
from tools.extract_news_article_content import SimpleTool as ExtractNewsArticleContent
from tools.summarize_news import SimpleTool as SummarizeNews
from tools.classify_topic import SimpleTool as ClassifyTopic
from tools.final_answer import FinalAnswerTool as FinalAnswer



model = HfApiModel(
model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
)

fetch_lastest_news_tille_and_urls = FetchLastestNewsTilleAndUrls()
extract_news_article_content = ExtractNewsArticleContent()
summarize_news = SummarizeNews()
classify_topic = ClassifyTopic()
final_answer = FinalAnswer()


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

agent_VNExpress_Agents = CodeAgent(
    model=model,
    tools=[fetch_lastest_news_tille_and_urls, extract_news_article_content, summarize_news, classify_topic],
    managed_agents=[],
    max_steps=20,
    verbosity_level=2,
    grammar=None,
    planning_interval=None,
    name='VNExpress_Agents',
    description=None,
    executor_type='local',
    executor_kwargs={},
    max_print_outputs_length=None,
    prompt_templates=prompt_templates
)
if __name__ == "__main__":
    GradioUI(agent_VNExpress_Agents).launch()