· Memory/ Head to head

Cognee vs Postgres (rolled by hand)

Both are open source memory options with comparable terms, so the choice comes down to which model of the problem you prefer — compare the descriptions below rather than the licence.

Cognee

Builds a graph + vector memory layer over your agent's history and documents.

Open source · can be self-hosted · SDKs for Python

Postgres (rolled by hand)

A messages table and a summaries table. Boring, auditable, yours.

Open source · can be self-hosted

Start here. Move to a memory product when you can name the query it makes fast.

· Side by side/ 2 of 6 differ
CogneePostgres (rolled by hand)
LicenceOpen sourceOpen source
Pricingopen sourceopen source
Self-hostableYesYes
LanguagesPythonAny language
Installpip install cognee
Keys requiredNoneNone
· Common questions/ FAQ

What is the difference between Cognee and Postgres (rolled by hand)?

Both are open source memory options with comparable terms, so the choice comes down to which model of the problem you prefer — compare the descriptions below rather than the licence. Cognee: Builds a graph + vector memory layer over your agent's history and documents. Postgres (rolled by hand): A messages table and a summaries table. Boring, auditable, yours.

Can Cognee and Postgres (rolled by hand) be self-hosted?

Cognee can run on your own infrastructure. Postgres (rolled by hand) can run on your own infrastructure.

Are Cognee and Postgres (rolled by hand) open source?

Cognee is open source (open source). Postgres (rolled by hand) is open source (open source).

Build a stack with CogneeAll memory options
· For agents/ This page, machine-readable

Every page here answers to Accept: text/markdown and returns the same content at roughly a tenth the tokens. No separate site, no toggle — same URL.

curl -s -H "Accept: text/markdown" https://newagent.build/compare/cognee-vs-postgres-memory