LLM Playbooks

Repository

The llm_playbooks library

This library contains a collection of tools and utils for working with LLMs, that is used across our projects.

projects

This folder contains individual subdirectories for each project related to LLM Playbooks. The content of each subdirectory is loosely organized, e.g.

• Notes for talks or writetups from papers, e.g. projects/presentations
• Collections Colab / Jupyter notebooks for LLM experiments, e.g. projects/getting_started
• Focused Poetry projects including source code + notebooks, e.g. projects/hello_poetry

Setup

Poetry

We will use poetry extensively to manage dependencies. There are several installation methods, e.g. using pipx,

pipx install poetry

For an example of how to install the llm_playbook library alone, create any Python environment and simply run

poetry install

from this directory. For instructions on how to create Poetry projects for local experimentation, see projects/hello_poetry.

Pre-commit

For contributing to LLM Playbooks, we highly suggest installing the provided pre-commit hooks to help with code cleaning. Again, we suggest installing using pipx:

pipx install pre-commit

Then, install the hooks by running

pre-commit install

from this directory.