Your AI agents forget everything between sessions. amemor-ai gives them persistent, secure, auditable memory — so they get smarter with every interaction.
Already a customer? Log in to your portal →
Everything your AI agents need to remember — securely and organized.
Your data stays on your hardware. SQLite-backed, zero cloud dependencies. Runs on everything from Raspberry Pi to enterprise servers.
Learn more →Built-in compliance auditor, consent tracking, DPIA generator, PII sanitisation. Ready for ISO 27001, GDPR Article 35, and regulatory audits.
Learn more →Share knowledge across agents and machines. Federation Hub syncs memory with role-based access control and approval gates.
Learn more →Post-quantum encryption (ML-KEM-768), key escrow, FIDO2 hardware auth — plus a self-securing host and built-in IT expert.
Learn more →Personal data is anonymized at write time and again at the LLM proxy — the cloud model only ever sees ciphered placeholders. De-anonymization is local, on-demand and audited, so you use frontier cloud models without exposing real PII.
Learn more →A full-fledged voice assistant with its own separate memory, installable as an end-client of the main shared memory. It listens and answers locally — your voice never has to leave the machine.
Learn more →Your own IT and security expert for your computer and your network. It watches, hardens and heals the host, explains problems in plain language, and escalates only what truly needs you.
Learn more →Curated knowledge sets with verified facts, sources and a digital signature — import them into memory as ready-made expertise. Every fact carries its provenance and verification date, so you always know what your AI believes and why.
Learn more →One private, auditable AI — shaped to how you actually work.
Three steps to persistent AI memory.
One command: pip install uaml-memory — that's it. No servers, no Docker, no cloud accounts.
Run uaml init to create your memory database. Choose your modules, set up policies.
Your agents now have persistent memory. They learn, recall, and reason across sessions — automatically.
Eight capability pillars. Expand any heading for the detail, then open the full page for the deep dive. There is a lot here — that is the point.
For individuals and small teams: uaml-memory.com →
UAML (Universal Agent Memory Layer) is a memory infrastructure for AI agents. It gives your agents persistent, structured memory with 5 types (episodic, semantic, procedural, reasoning, associative) — modeled after human cognition. Your agents remember what they've learned, decisions they've made, and context from past interactions.
amemor-ai is proprietary software by GLG, a.s. The Community edition is free for personal, non-commercial use — without the right to modify the software, resell it, or build it into your own products. Commercial use requires a paid subscription. Paid tiers unlock additional features and include professional support. Licenses are per organization; billing is monthly, semi-annual or annual.
Absolutely. The Community tier is fully functional — not a trial, not a demo. You get the full memory engine, post-quantum encryption, CLI, and Python API. Install with pip install uaml-memory and start building immediately. The free tier does not include the Voice assistant or the fully automatic smart install.
UAML is local-first. Your data stays on your hardware in a SQLite database. There are zero cloud dependencies — no data ever leaves your machine unless you explicitly configure federation or export. You own your data completely.
Yes. UAML includes built-in GDPR tools: consent tracking, right to erasure (selective purge), data portability (export), PII auto-detection and sanitization, DPIA generator, and breach notification register. It's designed for organizations that need to demonstrate compliance. Learn more →
UAML uses ML-KEM-768 (formerly CRYSTALS-Kyber), a lattice-based key encapsulation mechanism standardized by NIST as FIPS 203. This protects your data against both classical and future quantum computer attacks. Key escrow with Shamir's secret sharing provides recovery without single points of failure.