From 013208cce600b3d936ee73d470ddd5cf2839ba21 Mon Sep 17 00:00:00 2001
From: Jinto Jose <129657162+jj701@users.noreply.github.com>
Date: Tue, 2 May 2023 14:20:01 -0700
Subject: [PATCH] Fix Documentation - Nomic - Atlas Jupyter Notebook  (#3987)

Correction to Numic-Atlas Jupyter Notebook Docs
---
 docs/modules/indexes/vectorstores/examples/atlas.ipynb | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/docs/modules/indexes/vectorstores/examples/atlas.ipynb b/docs/modules/indexes/vectorstores/examples/atlas.ipynb
index 1e160e56..4ea60e8c 100644
--- a/docs/modules/indexes/vectorstores/examples/atlas.ipynb
+++ b/docs/modules/indexes/vectorstores/examples/atlas.ipynb
@@ -1,6 +1,7 @@
 {
  "cells": [
   {
+   "attachments": {},
    "cell_type": "markdown",
    "metadata": {},
    "source": [
@@ -8,7 +9,7 @@
     "\n",
     "This notebook shows you how to use functionality related to the `AtlasDB`.\n",
     "\n",
-    ">[MongoDB‘s](https://www.mongodb.com/) [Atlas](https://www.mongodb.com/cloud/atlas) is an on-demand fully managed service. `MongoDB Atlas` runs on `AWS`, `Microsoft Azure`, and `Google Cloud Platform`."
+    "[Atlas](https://docs.nomic.ai/index.html) a platform for interacting with both small and internet scale unstructured datasets by Nomic "
    ]
   },
   {