diff --git a/src/promptflow/promptflow/_cli/_pf/_upgrade.py b/src/promptflow/promptflow/_cli/_pf/_upgrade.py
index 8d7b435ed9b..966ef7129e5 100644
--- a/src/promptflow/promptflow/_cli/_pf/_upgrade.py
+++ b/src/promptflow/promptflow/_cli/_pf/_upgrade.py
@@ -40,10 +40,13 @@ def upgrade_version(args):
     from packaging.version import parse
 
     from promptflow._constants import _ENV_PF_INSTALLER, CLI_PACKAGE_NAME
-    from promptflow._utils.version_hint_utils import get_latest_version_from_pypi
+    from promptflow._utils.version_hint_utils import get_latest_version
     from promptflow._version import VERSION as local_version
 
-    latest_version = get_latest_version_from_pypi(CLI_PACKAGE_NAME)
+    installer = os.getenv(_ENV_PF_INSTALLER) or ""
+    installer = installer.upper()
+    print(f"installer: {installer}")
+    latest_version = get_latest_version(CLI_PACKAGE_NAME, installer=installer)
     if not latest_version:
         logger.warning("Failed to get the latest prompt flow version.")
         return
@@ -53,9 +56,6 @@ def upgrade_version(args):
 
     yes = args.yes
     exit_code = 0
-    installer = os.getenv(_ENV_PF_INSTALLER) or ""
-    installer = installer.upper()
-    print(f"installer: {installer}")
     latest_version_msg = (
         "Upgrading prompt flow CLI version to {}.".format(latest_version)
         if yes
@@ -82,7 +82,7 @@ def upgrade_version(args):
             "pip",
             "install",
             "--upgrade",
-            "promptflow[azure,executable,azureml-serving]",
+            "promptflow[azure,executable,azureml-serving,executor-service]",
             "-vv",
             "--disable-pip-version-check",
             "--no-cache-dir",
diff --git a/src/promptflow/promptflow/_utils/version_hint_utils.py b/src/promptflow/promptflow/_utils/version_hint_utils.py
index c512565bf74..e976e316778 100644
--- a/src/promptflow/promptflow/_utils/version_hint_utils.py
+++ b/src/promptflow/promptflow/_utils/version_hint_utils.py
@@ -6,18 +6,17 @@
 import logging
 
 from promptflow._constants import (
-    LAST_HINT_TIME,
-    LAST_CHECK_TIME,
-    PF_VERSION_CHECK,
     CLI_PACKAGE_NAME,
-    HINT_INTERVAL_DAY,
+    CURRENT_VERSION,
     GET_PYPI_INTERVAL_DAY,
+    HINT_INTERVAL_DAY,
+    LAST_CHECK_TIME,
+    LAST_HINT_TIME,
     LATEST_VERSION,
-    CURRENT_VERSION,
+    PF_VERSION_CHECK,
 )
 from promptflow._sdk._constants import HOME_PROMPT_FLOW_DIR
 
-
 HINT_ACTIVITY_NAME = [
     "pf.flows.test",
     "pf.runs.create_or_update",
@@ -44,20 +43,26 @@ def dump_cached_versions(cached_versions):
         json.dump(cached_versions, f)
 
 
-def get_latest_version_from_pypi(package_name):
-    pypi_url = f"https://pypi.org/pypi/{package_name}/json"
+def get_latest_version(package_name, installer="PIP"):
+    if installer == "MSI":
+        url = "https://promptflowartifact.blob.core.windows.net/msi-installer/latest_version.json"
+    else:
+        url = f"https://pypi.org/pypi/{package_name}/json"
     try:
         import requests
 
-        response = requests.get(pypi_url, timeout=3)
+        response = requests.get(url, timeout=3)
         if response.status_code == 200:
             data = response.json()
-            latest_version = data["info"]["version"]
+            if installer == "MSI":
+                latest_version = data[package_name]
+            else:
+                latest_version = data["info"]["version"]
             return latest_version
         else:
             return None
     except Exception as ex:  # pylint: disable=broad-except
-        logger.debug(f"Failed to get the latest version from '{pypi_url}'. {str(ex)}")
+        logger.debug(f"Failed to get the latest version from '{url}'. {str(ex)}")
         return None
 
 
@@ -73,7 +78,8 @@ def check_latest_version():
     if last_check_time is None or (
         datetime.datetime.now() > last_check_time + datetime.timedelta(days=GET_PYPI_INTERVAL_DAY)
     ):
-        version = get_latest_version_from_pypi(CLI_PACKAGE_NAME)
+        # For hint, we can't know pfazure installed way for now, so we only check the latest version from pypi.
+        version = get_latest_version(CLI_PACKAGE_NAME)
         if version is not None:
             cached_versions[LATEST_VERSION] = version
             cached_versions[LAST_CHECK_TIME] = str(datetime.datetime.now())