Build Your First Multi-Tool AI Agent with Ollama and Python

A tutorial demonstrates how to build a multi-tool AI agent using Python, Ollama, and SQLite. The agent is designed to answer complex database queries by making a sequence of tool calls. The underlying large language model chooses which tool to use next based on the results of the previous action, allowing it to chain operations like finding a customer, listing their orders, and calculating order totals. This process enables the agent to answer questions that require multiple steps to resolve. The implementation also includes a circuit-breaker to limit the number of steps, preventing the agent from getting stuck in an infinite loop.