maxplotlib 0.1.9

Autoviz API by Max Cembalest

Maxplotlib

Autovisualization API

Example

maxplotlib "Show the trigonometry of music"

General:

maxplotlib prompt --output=optional_output_folder --server=server_ip

Setup

Make sure a server with a known IP address is on (see Server if you are doing this yourself).

pip install maxplotlib
export MAXPLOTLIB_SERVER_IP=192.168....

How does it work?

Maxplotlib supports multiple LLM providers to generate matplotlib python scripts which are executed to produce images for the API response:

• OpenAI
• Anthropic
• MLX: Uses Llama 3.1 (implemented in mlx_lm)

Server

Turning on a server allows other people to use your machine as a compute engine for maxplotlib API calls.

To turn on a server, install the requirements:

pip install 'maxplotlib[server]'

Then, navigate to the server directory and run the launch script:

cd src/server
./run_server

Once the server is on, remote maxplotlib API calls to your IP address will run on your machine.

You can also set these parameters using environment variables:

# Set default model for OpenAI
export OPENAI_MODEL=gpt-4o-mini

# Set default model for Anthropic
export ANTHROPIC_MODEL=claude-3-7-sonnet-20250219

# Set default model for MLX
export MLX_MODEL=mlx-community/Meta-Llama-3.1-8B-Instruct-8bit