Memory engine · Live

Lethelong-term memory for AI

A cross-session, cross-model memory engine. What you tell Claude today, GPT remembers tomorrow.

YouLetheClaudeGPTGemini

One query, five signals

Keywords, vectors, graph, time and exact keys retrieve in parallel — fused by rank into grounded facts, not vibes.

QueryIntentBM25 · keywordsVector · HNSWGraph · spreading activationTemporalExact KVRRF fusionGrounded factsLLM

Memory that stays true

Storing is easy — staying correct is the hard part.

Contradictions weaken

A new statement lowers the weight of the old belief — no stale answers.

Restatement reinforces

The more a fact is repeated or recalled, the more stable it becomes.

Facts carry validity

A superseded dose or an outdated job title won't resurface as current.

Two realms, one graph

Shared knowledge and private memory live in the same graph — edges may cross, visibility never does.

Globalshared knowledge base · read-onlyPrivateper-tenant memorycross-realm edgeVisibility is enforced at query time

Designed like a brain

Retrieval, forgetting and consolidation all borrow from biological memory.

Spreading activation

Related memories light each other up across the graph.

FSRS decay & reinforcement

Unused memories fade; recalled ones grow stronger.

Tiered consolidation

Hot writes settle into cold columnar storage — hippocampus to cortex.

Append-only history

Nothing is silently overwritten; every change is auditable.

One engine, edge to cluster

Embed it as a library, run a single server, or scale out over object storage.

the same engineEmbeddedone directory, zero servicesSingle serverHTTP + psql + MCPDistributedcompute–storage separation on object storage

What you can build

One memory, every surface.

Personalized chat

It remembers your cat's name.

Memory-aware images

“Draw my cat” draws your cat.

Agent working memory

Scoped by agent and session, never cross-contaminated.

Vertical knowledge

Medical-grade entity linking over curated literature.

MCP native

Claude Code and Cursor get memory as tools, out of the box.

Python SDK

pip install lethe-client — add, search, done.

Give your AI a memory of you

Start a conversation — from here on, it remembers.