docetl

Run `npx skills add ucbepic/docetl --all -g -y` in your terminal to install all tools in this suite globally.

DocETL processes large collections of documents with LLMs using simple natural-language operations like map, filter, and reduce. It turns unstructured text into clean, structured tables you can query.

No. You can declare pipelines in a simple YAML file or describe your task in plain English and let your AI agent build the pipeline for you.

Yes. DocETL ships a SKILL.md that works with Claude Code and other compatible agents, so the agent can build, run, and optimize pipelines from your plain-English requests.

Its optimizer automatically rewrites prompts, picks cheaper models for simple steps, and replaces LLM subtasks with deterministic code where possible.