Learn to build
AI agents.
From scratch. For real.

# Your first agent - built from scratch, no frameworks
import ollama

def run_agent(goal, tools, max_iterations=10):
    state = {"messages": [], "goal": goal}

    for i in range(max_iterations):
        # Reason about the next action
        response = ollama.chat(
            model="llama3",
            messages=state["messages"],
            tools=tools,
        )

        # Check if the agent is done
        if response.done:
            return response.content

        # Execute the tool and observe results
        result = execute_tool(response.tool_call)
        state["messages"].append(result)