From 7db4dbd7d5faf9d16148d264ba4b41a5a3176606 Mon Sep 17 00:00:00 2001
From: ajay23-uns <ajay-int@unstructured.io>
Date: Thu, 23 Oct 2025 16:02:39 -0400
Subject: [PATCH 1/2] added memory layer nb

---
 examplecode/notebooks.mdx | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/examplecode/notebooks.mdx b/examplecode/notebooks.mdx
index f0b8afcd..8664cb3d 100644
--- a/examplecode/notebooks.mdx
+++ b/examplecode/notebooks.mdx
@@ -4,7 +4,15 @@ sidebarTitle: Notebooks
 mode: wide
 description: "Notebooks contain complete working sample code for end-to-end solutions."
 ---
+https://colab.research.google.com/github/Unstructured-IO/notebooks/blob/main/notebooks/MemoryLayer_for_RAG.ipynb
 <CardGroup cols={2}>
+   <Card title="Adding a Memory Layer to RAG with Unstructured and Mem0" href="https://colab.research.google.com/github/Unstructured-IO/notebooks/blob/main/notebooks/MemoryLayer_for_RAG.ipynb">
+     <br/>
+         Learn how to build a personalized RAG system using Unstructured's document processing and Mem0's memory layer to create an AI assistant that remembers user preferences and adapts responses across sessions.
+     <br/>
+       ``Unstructured API`` ``Workflows`` ``RAG`` ``S3`` ``Weaviate`` ``Memory``
+     <br/>
+   </Card>
    <Card title="Agentic Weekly AI News TL;DR" href="https://colab.research.google.com/github/Unstructured-IO/notebooks/blob/main/notebooks/Agentic-Weekly-AI-News-TLDR.ipynb">
      <br/>
        Build an automated pipeline that scrapes the last 7 days of AI papers & posts (ArXiv, OpenAI, Anthropic, Hugging Face, DeepLearning.AI), processes them with Unstructured’s Hi Res partitioner for clean text, stores structured chunks in MongoDB, and generates both detailed summaries and an executive brief for a weekly newsletter.

From 67927bd5bf8b0cd0da25685be85a4b4b69147d67 Mon Sep 17 00:00:00 2001
From: ajay23-uns <ajay-int@unstructured.io>
Date: Thu, 23 Oct 2025 16:07:14 -0400
Subject: [PATCH 2/2] removing unintentional string

---
 examplecode/notebooks.mdx | 1 -
 1 file changed, 1 deletion(-)

diff --git a/examplecode/notebooks.mdx b/examplecode/notebooks.mdx
index 8664cb3d..c3c419a9 100644
--- a/examplecode/notebooks.mdx
+++ b/examplecode/notebooks.mdx
@@ -4,7 +4,6 @@ sidebarTitle: Notebooks
 mode: wide
 description: "Notebooks contain complete working sample code for end-to-end solutions."
 ---
-https://colab.research.google.com/github/Unstructured-IO/notebooks/blob/main/notebooks/MemoryLayer_for_RAG.ipynb
 <CardGroup cols={2}>
    <Card title="Adding a Memory Layer to RAG with Unstructured and Mem0" href="https://colab.research.google.com/github/Unstructured-IO/notebooks/blob/main/notebooks/MemoryLayer_for_RAG.ipynb">
      <br/>