Use the cognee CLI

cognee-cli ships with the package (entry point in cognee/cli/_cognee.py; each command lives in cognee/cli/commands/). Every command has --help for its flags, but only a few (demo, memify, eval, serve, push, upgrade, downgrade, stamp, and search with one CODE example) include usage examples — for the memory commands use the examples in this file. Needs LLM_API_KEY configured, same as the SDK.

Core flow

The memory commands are the primary surface as of cognee 1.x: