From 2538daa0f57740783ed0508e0e505b2a7e5a8572 Mon Sep 17 00:00:00 2001
From: Zach <33015448+zachary62@users.noreply.github.com>
Date: Mon, 24 Mar 2025 02:17:06 -0400
Subject: [PATCH] Update README.md

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 cookbook/pocketflow-chat-memory/README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/cookbook/pocketflow-chat-memory/README.md b/cookbook/pocketflow-chat-memory/README.md
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 # PocketFlow Chat with Memory
 
-A chat application with memory retrieval using PocketFlow. This example maintains a sliding window of recent conversations while retrieving relevant past conversations based on context.
+A chat application with memory retrieval using PocketFlow. This example maintains a sliding window of recent conversations while retrieving relevant past conversations based on context. This implementation is based directly on the tutorial: [Build AI Agent Memory From Scratch — Tutorial For Dummies](https://zacharyhuang.substack.com/p/build-ai-agent-memory-from-scratch).
 
 ## Features