Specialized

from gaia_agent_chat.agent import ChatAgent, ChatAgentConfig

# Configure the chat agent (use ChatAgentConfig; ChatAgent takes a single
# `config` argument rather than loose kwargs)
config = ChatAgentConfig(
    rag_documents=["./docs/user_manual.pdf"],  # Auto-index these paths
    silent_mode=False,
)
agent = ChatAgent(config)

# Agent has built-in tools:
# - File operations (read/write/list)
# - Document search (RAG)
# - Shell commands

result = agent.process_query(
    "What does the user manual say about configuration? "
    "Then create a config.yaml file with those settings."
)

# Agent automatically:
# 1. Searches indexed documents
# 2. Extracts configuration info
# 3. Creates the file with proper settings