Memory in plain SQL — no vector DB, fully inspectable, portable.
- Storage
- Any SQLite / Postgres / MySQL
- Retrieval
- Recalls memories via plain SQL queries over relational tables — no vector database.
- Self-host
- Self-host: trivial
- License
- Apache-2.0
- Pricing
- Free OSS; managed cloud Free/Paid · Free + paid
- GitHub stars
- 15,478
- Last release
- 2026-05-28
- Last commit
- 2026-06-15
- First catalogued
- 2026-06-28
Strengths
- ~80–90% cheaper infra
- SQL-queryable / debuggable
- One line to add
Watch out
- Simpler retrieval than graph/hybrid systems
Best for
- Skip the vector DB — inspectable SQL
Benchmark results
| Benchmark | Value | Backbone | Trust | Source |
|---|---|---|---|---|
| locomo | 81.95 accuracy | — | Self-reported | Memori (MemoriLabs) ↗ |
Sources
- Memori repo (GitHub now resolves GibsonAI/Memori → MemoriLabs/Memori) (vendor)
- MemoriLabs — product home (vendor)
Last verified 2026-06-28 · updated by refresh-framework-cards