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"""
Analysis agent for interpreting song lyrics and providing deeper context.
"""
from smolagents import CodeAgent, VisitWebpageTool
from loguru import logger
from config import AGENT_CONFIG, load_prompt_templates
from tools.search_tools import ThrottledDuckDuckGoSearchTool
from tools.analysis_tools import analyze_lyrics_tool
def create_analysis_agent(model):
"""
Create an agent specialized in analyzing and interpreting song lyrics.
Args:
model: The LLM model to use with this agent
Returns:
A configured CodeAgent for lyrics analysis
"""
# Get configuration values
config = AGENT_CONFIG['analysis_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(), analyze_lyrics_tool],
name="lyrics_analysis_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("Analysis agent created successfully")
return agent
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