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  "text": "New course: Agent Memory: Building Memory-Aware Agents, built in partnership with @Oracle and taught by  @richmondalake and Nacho Martínez.\n\nMany agents work well within a single session but their memory resets once the session ends. Consider a research agent working on dozens of papers across multiple days: without memory, it has no way to store and retrieve what it learned across sessions. This short course teaches you to build a memory system that enables agents to persist memory and thereby learn across sessions.\n\nYou'll design a Memory Manager that handles different memory types, implement semantic tool retrieval that scales without bloating the context, and build write-back pipelines that let your agent autonomously update and refine what it knows over time.\n\nSkills you'll gain:\n- Build persistent memory stores for different agent memory types\n- Implement a Memory Manager that orchestrates how your agent reads, writes, and retrieves memory\n- Treat tools as procedural memory and retrieve only relevant ones at inference time using semantic search\n\nJoin and learn to build agents that remember and improve over time!\n\nhttps://t.co/nxNSEHGmr9",
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