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# Build an AI Agent in 20 lines
from analogdata.agents import AI, AgentExecutor
from langchain.tools import Tool
from langchain_openai import ChatOpenAI

# Initialize the LLM
llm = ChatOpenAI(model="gpt-4-turbo")

# Define custom tools
tools = [
    Tool(name="search", func=search_web),
    Tool(name="calculator", func=calculate),
]

# Create and run the agent
agent = AgentExecutor.from_llm_and_tools(
    llm=llm, tools=tools, verbose=True
)

result = agent.invoke({
    "input": "Analyze Q4 sales data"
})|