Understanding Mem0's Add() Operation

Mem0’s add() operation stores information for later retrieval in memory-enhanced AI applications, supporting inputs as either text or structured conversation messages. Long-term memories persist across sessions and require a user or agent identifier, while session-based memories additionally use a run identifier to retain temporary context for a specific interaction. Developers can attach metadata, define custom categories, and use inclusion or exclusion controls to determine what conversation content is stored. Mem0 offers a default v1.0 output that reports operation status and a recommended v1.1 format that returns detailed saved-memory records and event types. Effective use of add() depends on selecting appropriate identifiers, matching storage duration to the use case, and organizing memories for later retrieval through search().

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