Template : Micro Autonomous Agent Executor

This PHP code defines a template for an Autonomous Agent class that can perform tasks based on objectives using a Language Model. Here's a brief overview of the code:

Overview

The Autonomous Agent is designed to perform tasks by generating a list of tasks based on a given objective and executing them. It leverages a Language Model (LLM) to generate tasks related to the specified objective. The agent stores information in its memory as it completes tasks and allows you to retrieve this information.

Class Structure

The AutonomousAgent class consists of the following key methods and properties:

Properties

• $taskList: An array to store tasks.
• $memory: An array to store information or results.

Methods

• addTask($task): Adds a task to the agent's task list.
• setObjectiveAndGenerateTasks($llm, $objective): Sets an objective and generates tasks based on it using the provided Language Model.
• executeTasks(): Executes tasks in the task list. You can customize the task execution logic within this method.
• retrieveInformation(): Retrieves information or results from the agent's memory.

Usage

$agent = new AutonomousAgent();
$llm = new YourLLM();
$objective = "Generate a report on AI advancements.";
$agent->setObjectiveAndGenerateTasks($llm, $objective);
$agent->executeTasks();
$information = $agent->retrieveInformation();
foreach ($information as $result) {
     echo $result . "\n";
 }