Why it matters

Long-term memory enables personalization. Persistent across sessions.

Advertisement

The architecture

Vector DB for semantic recall.

Structured store for facts.

Retrieved into prompt.

Long-term memoryVector DBsemantic recallStructured storefacts, prefsRetrieveinto promptPinecone, Qdrant for vectors; Postgres for structured facts; combined
Long-term memory.
Advertisement

How it works end to end

Pinecone, Qdrant, Weaviate.

Postgres for facts.

Retrieve at prompt time.