context

The commonest integration by far is "put what you know in front of my model". Done with search, that is the same ten lines in every project: call, loop, format each memory with where it came from, join, and handle the empty case. context() is those lines, written once.

context = mem.context("When can I call Devika?", limit=12)

const context = await mem.context("When can I call Devika?", { limit: 12 });

It takes limit (1 to 50, default 12), kind (people, plan, pref or detail) and with_sources (default true). context_full() in Python and contextFull() in TypeScript return the same block with the memories behind it and an empty flag.

Each line names its source and when it was said or learned:

- Priya Nair signs the Lumen renewal.  [note, 2026-10-05]
- The Lumen renewal comes up in March 2027.  [GTM plan, 2026-10-05]

A note added with a title is cited by that title, a file by its name and a page by its title; a note without a title is cited as note. The memories behind the block come first by how much of each the answer restates.