MLOps Reading Group April - A-MEM: Agentic Memory for LLM Agents

​Memory is what makes intelligence more than just a sequence of responses. But how can LLM agents move beyond simple storage and retrieval to truly learn from past experiences?

​Our next MLOps Community Reading Group session will cover the paper:
📄 “A-MEM: Agentic Memory for LLM Agents"

​This paper introduces a novel agentic memory system that dynamically organizes knowledge—going beyond traditional methods by linking memories contextually, adapting over time, and evolving as new information is added. Inspired by the Zettelkasten method, this system allows LLM agents to build a structured yet flexible network of past experiences, improving their ability to tackle complex real-world tasks.

​📅 DATE: 4/17 (Thursday) at 11am ET

​Why Join?

​🔹 Understand how memory systems impact LLM capabilities

​🔹 Learn how agentic memory enables better decision-making in AI

​🔹 Discuss with fellow practitioners and explore real-world applications

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This is the reading group for anyone passionate about MLOps, from seasoned practitioners to the AI-curious. We meet every month on the third Thursday.

​​Want to keep the conversation going throughout the month? Join the MLOps community Slack workspace and engage in the #reading-group channel. We look forward to seeing you there!