Track 15: Frontier and Advanced, Agent Memory Systems

Build Episodic and Semantic Memory From Scratch

Store events and facts, retrieve them by relevance and recency.

Status: Coming soon IntermediateVideo lessonAbout 14 min Free tools
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AI Agent Frameworks: CrewAI, OpenAI Agents SDK, Claude Agent SDK, ADK, PydanticAI

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In this module

  1. Why Agents Forget: Memory as a System, Not a Prompt
  2. Build Episodic and Semantic Memory From Scratch
  3. Mem0 Hands-On: Extract, Update and Scope Memories per User
  4. Letta (MemGPT-Style) Agents: Self-Editing Memory
  5. Test and Govern Agent Memory: Recall, Staleness, Deletion

The course this lesson belongs to