Quickstart

Installation

pip install l2mac

Available installation methods can be found in the Installation section

Configuration

Variations for setting up the LLM API (OpenAI, Azure, etc.) and other components can be found in the Configuration section.

Create an entire codebase with a single user prompt

Note:

Below is a breakdown of the codebase generator example. If you installed L2MAC with the git clone approach, simply run

l2mac "Create a simple playable blackjack cli game"

Now, let's get started! We will create a LLM-automatic computer of sequential LLM agents to write all the software based on our initial prompt.

First, import the library

from l2mac import generate

Next, run it to generate the codebase

generate("Create a simple playable blackjack cli game")

You may expect a similar output to that shown in CodeBase Generator

---

Usage

 Usage: l2mac [OPTIONS] PROMPT_TASK

 Generate based on the input prompt with LLM-automatic Computer (L2MAC).                                                                                                                                                                                                               
                                                                                                                                                                                                                                                                                       
╭─ Arguments ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮
│ *    prompt_task      TEXT  Your input prompt to generate for such as 'Create a playable snake game in PyGame' [default: None] [required]                                                                                                                                           │
╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
╭─ Options ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮
│ --domain                                    [codebase|book|custom]   Domain to generate, existing options are 'codebase', 'book'. [default: codebase]                                                                                                                               │
│ --run-tests             --no-run-tests                               Whether to run self-generated unit-tests when generating code. [default: no-run-tests]                                                                                                                         │
│ --project-name                              TEXT                     Unique project name, such as 'snakegame'. [default: None]                                                                                                                                                      │
│ --steps                                     INTEGER                  Number of internal steps to use when creating the prompt program internally. [default: 10]                                                                                                                     │
│ --prompt-program                            TEXT                     Path to the prompt program to use, or the prompt program as a string in a list format. [default: None]                                                                                                         │
│ --prompts-file-path                         TEXT                     Overrides the existing prompts to be used. Useful when creating a new prompt set for a new task. [default: None]                                                                                               │
│ --tools-enabled                             TEXT                     List of functions that the agents can use, separated by commas. Defaults to use all tools available. [default: None]                                                                                           │
│ --debugging-level                           [debug|info|warn|error]  Whether to print full context-windows out. [default: info]                                                                                                                                                     │
│ --init-config           --no-init-config                             Initialize the configuration file for L2MAC. [default: no-init-config]                                                                                                                                         │
│ --help                                                               Show this message and exit.                                                                                                                                                                                    │
╰─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯