File size: 1,403 Bytes
ed2ce53 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 |
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.fetch_lastest_news_urls_and_titles import SimpleTool as FetchLastestNewsUrlsAndTitles
from tools.summarize_news import SimpleTool as SummarizeNews
from tools.extract_news_article_content import SimpleTool as ExtractNewsArticleContent
from tools.final_answer import FinalAnswerTool as FinalAnswer
model = TransformersModel(
max_new_tokens=2000,
model_id='Qwen/Qwen2.5-Coder-3B-Instruct',
)
fetch_lastest_news_urls_and_titles = FetchLastestNewsUrlsAndTitles()
summarize_news = SummarizeNews()
extract_news_article_content = ExtractNewsArticleContent()
final_answer = FinalAnswer()
with open(os.path.join(CURRENT_DIR, "prompts.yaml"), 'r') as stream:
prompt_templates = yaml.safe_load(stream)
agent_summarize_news_agent = CodeAgent(
model=model,
tools=[fetch_lastest_news_urls_and_titles, summarize_news, extract_news_article_content],
managed_agents=[],
max_steps=20,
verbosity_level=2,
grammar=None,
planning_interval=None,
name='summarize_news_agent',
description=None,
executor_type='local',
executor_kwargs={},
max_print_outputs_length=None,
prompt_templates=prompt_templates
)
if __name__ == "__main__":
GradioUI(agent_summarize_news_agent).launch()
|