From b5133f308cfe837a557342a21ac4bd36d4c53d97 Mon Sep 17 00:00:00 2001
From: kanchana-mongodb <54281287+kanchana-mongodb@users.noreply.github.com>
Date: Thu, 16 Jan 2025 10:36:22 -0800
Subject: [PATCH] DOCSP-45602 fix CLI page links to KNN beta (#806)

---
 source/atlas-cli-changelog.txt    | 7 +++----
 source/atlas-cli-deploy-fts.txt   | 4 ++--
 source/atlas-cli-deploy-local.txt | 4 ++--
 3 files changed, 7 insertions(+), 8 deletions(-)

diff --git a/source/atlas-cli-changelog.txt b/source/atlas-cli-changelog.txt
index 2c1bbf20..a4ab36b3 100644
--- a/source/atlas-cli-changelog.txt
+++ b/source/atlas-cli-changelog.txt
@@ -525,10 +525,9 @@ Released 22 September 2023
 
 - Adds :ref:`atlas-deployments` commands so that you can work with
   |service|, including using :atlas:`Atlas Search </atlas-search>` and 
-  :atlas:`{+avs+} </atlas-search/field-types/knn-vector>`, throughout 
-  the entire software development lifecycle from your local 
-  environment to the cloud. To learn more, see 
-  :ref:`atlas-cli-local-cloud`.
+  :ref:`{+avs+} <avs-overview>`, throughout the entire software
+  development lifecycle from your local environment to the cloud. To
+  learn more, see :ref:`atlas-cli-local-cloud`.
 
 - Adds :ref:`atlas-streams` commands to manage :atlas:`{+atlas-sp+} 
   </atlas-sp/overview>` instances and connection registries.
diff --git a/source/atlas-cli-deploy-fts.txt b/source/atlas-cli-deploy-fts.txt
index 3b4d135c..587c9680 100644
--- a/source/atlas-cli-deploy-fts.txt
+++ b/source/atlas-cli-deploy-fts.txt
@@ -392,8 +392,8 @@ Use {+avs+} with an Atlas Deployment
 ------------------------------------------------
 
 Use the ``atlas deployments`` command to work with {+avs+}. To 
-learn more, see :atlas:`How to Index Vector Embeddings for Vector 
-Search </atlas-search/field-types/knn-vector>`.
+learn more, see :ref:`How to Index Vector Embeddings for Vector 
+Search <avs-types-vector-search>`.
 
 .. include:: /includes/fact-avs-mdb-version.rst
 
diff --git a/source/atlas-cli-deploy-local.txt b/source/atlas-cli-deploy-local.txt
index 87a8d10b..14164aac 100644
--- a/source/atlas-cli-deploy-local.txt
+++ b/source/atlas-cli-deploy-local.txt
@@ -648,8 +648,8 @@ Use {+avs+} with a Local Atlas Deployment
 
 Use the ``atlas deployments search indexes create`` command to work 
 with {+avs+}. To learn more, see 
-:atlas:`How to Index Vector Embeddings for Vector Search
-</atlas-search/field-types/knn-vector>`.
+:ref:`How to Index Vector Embeddings for Vector Search
+<avs-types-vector-search>`.
 
 You can run this command with local and cloud |service| 
 deployments. For detailed steps, see :ref:`atlas-cli-deploy-avs`.