// learn

Learn about agent memory

Clear, jargon-free guides on how memory works for AI agents. Start with the basics if you are new, or jump to the practical guides if you already know what you need.

// start here
Agent memory explained for beginners
Brand new to this? What agent memory is, why your agent forgets, and how to give it memory, in plain language with no assumed background.
Persistent memory for AI agents
What persistent memory is, why agents need it, the difference between structured and semantic memory, and how it works inside a request.
// going deeper
Agent memory without a vector database
When you actually need a vector database for agent memory, when you don't, and the simpler alternative that skips the setup.
Building a memory API without a vector database
The build story behind AgentRAM: why it was built without a vector database, what was used instead, and lessons from shipping it solo.
// compare tools
AgentRAM vs Mem0
How AgentRAM's simple HTTP memory compares to Mem0's vector and graph memory with autonomous extraction.
AgentRAM vs Zep
How AgentRAM compares to Zep's enterprise-grade temporal knowledge graphs and compliance features.
AgentRAM vs Letta
How a simple memory API compares to Letta, a full stateful agent framework with OS-inspired tiered memory.

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