# Extract user memory and profiles more reliably

> Memory and profile extraction from conversations is now more dependable, so agents pick up and retain the right details about a user more consistently.

- Published: 2026-07-14
- Author: Agno Team
- Category: Changelog
- Canonical: https://agno-com-nine.vercel.app/articles/extract-user-memory-and-profiles-more-reliably
- Markdown: https://agno-com-nine.vercel.app/articles/extract-user-memory-and-profiles-more-reliably.md

Memory and profile extraction from conversations is now more dependable, so agents pick up and retain the right details about a user more consistently. Personalization that leans on remembered context holds up better over the course of real conversations.