· Memory/ Head to head

LangMem 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.

LangMem

Memory primitives that plug straight into LangGraph checkpoints.

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
LangMemPostgres (rolled by hand)
LicenceOpen sourceOpen source
Pricingopen sourceopen source
Self-hostableYesYes
LanguagesPythonAny language
Installpip install langmem
Keys requiredNoneNone
· Common questions/ FAQ

What is the difference between LangMem 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. LangMem: Memory primitives that plug straight into LangGraph checkpoints. Postgres (rolled by hand): A messages table and a summaries table. Boring, auditable, yours.

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

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

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

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

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

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