Your AI agents forget everything between sessions. UAML Memory gives them persistent, secure, auditable memory — so they get smarter with every interaction.
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Everything your AI agents need to remember, secured and organized.
Your data stays on your hardware. SQLite-backed, zero cloud dependencies. Runs on everything from Raspberry Pi to enterprise servers.
Built-in compliance auditor, consent tracking, DPIA generator, PII sanitization. Ready for ISO 27001, GDPR Article 35, and regulatory audits.
Share knowledge across agents and machines. Federation Hub syncs memory with role-based access control and approval gates.
ML-KEM-768 post-quantum encryption (NIST FIPS 203), key escrow with secret sharing, FIDO2 hardware auth. Future-proof your data.
Three steps to persistent AI memory.
One command: pip install uaml — 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.
Start free. Scale when you're ready. No surprises.
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.
UAML uses an open-core model. The Community edition is free under Apache-2.0 — you can use it commercially. Paid tiers unlock additional modules (compliance auditor, federation, security configurator) and include professional support. Licenses are per-organization, billed monthly.
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 and start building immediately.
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.