diff --git a/homeassistant/components/bluetooth/const.py b/homeassistant/components/bluetooth/const.py
index 8b0a8ae149c..6d6751f6ac4 100644
--- a/homeassistant/components/bluetooth/const.py
+++ b/homeassistant/components/bluetooth/const.py
@@ -72,6 +72,3 @@ ADAPTER_ADDRESS: Final = "address"
 ADAPTER_SW_VERSION: Final = "sw_version"
 ADAPTER_HW_VERSION: Final = "hw_version"
 ADAPTER_PASSIVE_SCAN: Final = "passive_scan"
-
-
-NO_RSSI_VALUE: Final = -127
diff --git a/homeassistant/components/bluetooth/manager.py b/homeassistant/components/bluetooth/manager.py
index abdf73f0659..b38f6005b50 100644
--- a/homeassistant/components/bluetooth/manager.py
+++ b/homeassistant/components/bluetooth/manager.py
@@ -11,6 +11,7 @@ import time
 from typing import TYPE_CHECKING, Any, Final
 
 from bleak.backends.scanner import AdvertisementDataCallback
+from bleak_retry_connector import NO_RSSI_VALUE, RSSI_SWITCH_THRESHOLD
 
 from homeassistant import config_entries
 from homeassistant.core import (
@@ -27,7 +28,6 @@ from .const import (
     ADAPTER_ADDRESS,
     ADAPTER_PASSIVE_SCAN,
     FALLBACK_MAXIMUM_STALE_ADVERTISEMENT_SECONDS,
-    NO_RSSI_VALUE,
     UNAVAILABLE_TRACK_SECONDS,
     AdapterDetails,
 )
@@ -67,8 +67,6 @@ APPLE_START_BYTES_WANTED: Final = {
     APPLE_DEVICE_ID_START_BYTE,
 }
 
-RSSI_SWITCH_THRESHOLD = 6
-
 MONOTONIC_TIME: Final = time.monotonic
 
 _LOGGER = logging.getLogger(__name__)
diff --git a/homeassistant/components/bluetooth/manifest.json b/homeassistant/components/bluetooth/manifest.json
index ef6157706bc..c11256a3657 100644
--- a/homeassistant/components/bluetooth/manifest.json
+++ b/homeassistant/components/bluetooth/manifest.json
@@ -7,7 +7,7 @@
   "quality_scale": "internal",
   "requirements": [
     "bleak==0.19.0",
-    "bleak-retry-connector==2.3.0",
+    "bleak-retry-connector==2.3.1",
     "bluetooth-adapters==0.6.0",
     "bluetooth-auto-recovery==0.3.4",
     "dbus-fast==1.45.0"
diff --git a/homeassistant/components/bluetooth/models.py b/homeassistant/components/bluetooth/models.py
index 1256cd7697a..99024dd3450 100644
--- a/homeassistant/components/bluetooth/models.py
+++ b/homeassistant/components/bluetooth/models.py
@@ -18,14 +18,12 @@ from bleak.backends.scanner import (
     AdvertisementDataCallback,
     BaseBleakScanner,
 )
-from bleak_retry_connector import freshen_ble_device
+from bleak_retry_connector import NO_RSSI_VALUE, freshen_ble_device
 
 from homeassistant.core import CALLBACK_TYPE, HomeAssistant, callback as hass_callback
 from homeassistant.helpers.frame import report
 from homeassistant.helpers.service_info.bluetooth import BluetoothServiceInfo
 
-from .const import NO_RSSI_VALUE
-
 if TYPE_CHECKING:
 
     from .manager import BluetoothManager
diff --git a/homeassistant/package_constraints.txt b/homeassistant/package_constraints.txt
index ee70296bd4a..a88d6918303 100644
--- a/homeassistant/package_constraints.txt
+++ b/homeassistant/package_constraints.txt
@@ -10,7 +10,7 @@ atomicwrites-homeassistant==1.4.1
 attrs==21.2.0
 awesomeversion==22.9.0
 bcrypt==3.1.7
-bleak-retry-connector==2.3.0
+bleak-retry-connector==2.3.1
 bleak==0.19.0
 bluetooth-adapters==0.6.0
 bluetooth-auto-recovery==0.3.4
diff --git a/requirements_all.txt b/requirements_all.txt
index 1e066c596de..d263dbd73a9 100644
--- a/requirements_all.txt
+++ b/requirements_all.txt
@@ -413,7 +413,7 @@ bimmer_connected==0.10.4
 bizkaibus==0.1.1
 
 # homeassistant.components.bluetooth
-bleak-retry-connector==2.3.0
+bleak-retry-connector==2.3.1
 
 # homeassistant.components.bluetooth
 bleak==0.19.0
diff --git a/requirements_test_all.txt b/requirements_test_all.txt
index d5756c5db92..f0dd9e54cf9 100644
--- a/requirements_test_all.txt
+++ b/requirements_test_all.txt
@@ -337,7 +337,7 @@ bellows==0.34.2
 bimmer_connected==0.10.4
 
 # homeassistant.components.bluetooth
-bleak-retry-connector==2.3.0
+bleak-retry-connector==2.3.1
 
 # homeassistant.components.bluetooth
 bleak==0.19.0