Package index • cat.stack

Classify & extract

Assign categories or discover categories from text, images, or PDFs.

classify(): Classify text, images, or PDFs using LLMs
extract(): Extract categories from text, images, or PDFs using LLMs
explore(): Explore raw categories in text data

Summarize

summarize(): Summarize text, images, or PDFs using LLMs

Prompt optimization

Interactive, human-in-the-loop tuning of the system prompt.

prompt_tune(): Optimize a classification prompt with human-in-the-loop feedback

Installation

install_cat_stack(): Install the cat-stack Python package

Local Ollama

ensure_ollama_running(): Ensure a local Ollama server is running
check_ollama_model(): Check whether a specific Ollama model is installed locally
list_ollama_models(): List locally installed Ollama models
pull_ollama_model(): Pull (download) an Ollama model