Engrain by ByteRush

AGT.08.03 Senior

Memory for agents

Comes up in: AI engineering, AI system design

This concept is being written. It gets the full five steps — explanation, predict, interview angle, practice with tests, and review cards. Here is exactly what it will cover, so you can study it elsewhere in the meantime.

What it covers

  • short-term (conversation) vs long-term memory
  • summaries/compaction
  • retrieval-based memory
  • memory tools
  • privacy and user control (view/delete)
  • stale or wrong memories

Words you will know

agent memorycompactionlong-term memory

What you will practise

  • user-preference memory with a delete UI

Interview questions this answers

  • How would you give an assistant long-term memory? What can go wrong?