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oortmem

Open-source memory for AI agents. Old facts are closed out, not overwritten, and every recall can explain why it was picked.

This package is the native Python client for Oort (from oortmem import Oort, or AsyncOort), and it also installs the oort command.

from oortmem import Oort, format_for_prompt

with Oort() as oort:
    r = oort.recall("how do we deploy?")
    print(format_for_prompt(r))

Local mode talks to oort serve on this machine (needs Node.js 22.15 or newer and the oort CLI); mode="cloud" calls Oort Cloud over HTTPS and needs no Node. Python 3.10 or newer, no dependencies. Guide: https://github.com/oortmem/oort/blob/main/docs/python.md

The rest of this page is the oort command launcher. Oort itself is written in TypeScript and published on npm, so it needs Node.js 22.15 or newer. The launcher runs an oort you already have, or the matching npm release through npx. Arguments and exit codes pass straight through.

pipx install oortmem
oort setup
oort recall "where does the user live"

Without Node, oort tells you how to install it. You can also skip Python entirely with npm install -g oortmem.

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