Question 1

What dedicated tools are available for managing memory?

Accepted Answer

Memory offers seven dedicated management tools: `remember` to store memories, `recall` to retrieve intelligently ranked memories, `forget` to delete, `reinforce` to boost relevance and reset decay, `inspect` for debugging, `prune` to auto-remove low-relevance memories, and `stats` for a health overview.

Question 2

How does Memory prevent irrelevant information from persisting?

Accepted Answer

It solves the 'Karpathy problem' by implementing exponential memory decay with customizable half-lives for different memory categories (e.g., `one-time` fades in 7 days). It also tracks mention frequency, automatically promoting recurring topics (like from `question` to `interest`) to ensure genuinely relevant information persists.

Question 3

What is Memory for AI Agents?

Accepted Answer

Memory provides AI agents with intelligent, decaying, and frequency-weighted memory. It actively prevents irrelevant past information from persistently resurfacing, optimizing context management for more relevant and natural interactions.

Question 4

How does Memory intelligently recall information?

Accepted Answer

Memory utilizes a sophisticated relevance scoring system. This score combines a category-specific base weight, exponential decay based on memory age and its assigned half-life, and a frequency boost derived from how often a topic has been mentioned, ensuring the most pertinent information is prioritized for recall.

Question 5

What memory categories does Memory support?

Accepted Answer

Memory features distinct categories such as `one-time`, `question`, `interest`, `context`, `preference`, `correction`, and `fact`. Each category has a specific decay half-life, ranging from 7 days for `one-time` queries to 365 days for critical `fact` or `correction` memories.

Memory

Client Configuration

System Overview

Frequently Asked Questions

Related MCP Servers

Carbone

CloudCDN

Cloudflare AI Agent Server