Spaces:
Sleeping
Sleeping
""" | |
Web agent for finding and extracting song lyrics from online sources. | |
""" | |
from smolagents import CodeAgent, VisitWebpageTool | |
from loguru import logger | |
from config import AGENT_CONFIG, load_prompt_templates | |
from tools.search_tools import ThrottledDuckDuckGoSearchTool | |
def create_web_agent(model): | |
""" | |
Create an agent specialized in web browsing and lyrics extraction. | |
Args: | |
model: The LLM model to use with this agent | |
Returns: | |
A configured CodeAgent for web searches | |
""" | |
# Get configuration values | |
config = AGENT_CONFIG['web_agent'] | |
prompt_templates = load_prompt_templates() | |
# Create the throttled search tool | |
throttled_search_tool = ThrottledDuckDuckGoSearchTool( | |
min_delay=3.0, | |
max_delay=7.0 | |
) | |
# Create and return the agent | |
agent = CodeAgent( | |
model=model, | |
tools=[throttled_search_tool, VisitWebpageTool()], | |
name="lyrics_search_agent", | |
description=config['description'], | |
additional_authorized_imports=["numpy", "bs4"], | |
max_steps=config['max_steps'], | |
verbosity_level=config['verbosity_level'], | |
prompt_templates=prompt_templates | |
) | |
logger.info("Web agent (lyrics search) created successfully") | |
return agent | |