[KongchangAI]
Concept

Agent Memory

The mechanism within an agent for storing and retrieving historical experience, strategies and knowledge, enabling it to continuously accumulate and reuse information across tasks.

Timeline (last 90 days)

Oct 18

Agent memory refers to state that an agent persists and can retrieve across sessions, typically divided into short-term (the conversation within the current context window) and long-term (written to external storage and reused across sessions).

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Oct 16

The current mainstream approach to agent memory is to embed everything and retrieve by similarity, which answers 'what looks like this query', not 'what the agent needs next'.

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