Agents That Remember Everything

Agent memories are stored as structured rows with embedded vectors. The semantic_match() function enables hybrid queries — join structured data with semantic context in a single round-trip. Memories persist across sessions, are namespaced per agent, and support TTL-based expiry.

-- Recall relevant past resolutions
SELECT t.ticket_id, t.resolution,
  semantic_rank(m.embedding,
    'billing dispute') AS relevance
FROM tickets t
JOIN_VECTOR agent_memories m
  ON semantic_match(m.embedding,
     'billing dispute resolution', 0.75)
WHERE t.customer_id = 'cust_12345'
ORDER BY relevance DESC
LIMIT 5;