fix (#7838)

docs/extras/modules/data_connection/vectorstores/integrations/redis.ipynb

@@ -12,7 +12,7 @@
     "\n",
     "As database either Redis standalone server or Redis Sentinel HA setups are supported for connections with the \"redis_url\"\n",
     "parameter. More information about the different formats of the redis connection url can be found in the LangChain\n",
-    "[Redis Readme](../../../../integrations/redis.md) file"
+    "[Redis Readme](/docs/modules/data_connection/vectorstores/integrations/redis) file"
    ]
   },
   {
@@ -265,6 +265,7 @@
   },
   {
    "cell_type": "markdown",
+   "metadata": {},
    "source": [
     "### Redis connection Url examples\n",
     "\n",
@@ -275,14 +276,12 @@
     "4. `rediss+sentinel://` - Connection to Redis server via Redis Sentinel, booth connections with TLS encryption\n",
     "\n",
     "More information about additional connection parameter can be found in the redis-py documentation at https://redis-py.readthedocs.io/en/stable/connections.html"
-   ],
-   "metadata": {
-    "collapsed": false
-   }
+   ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
+   "metadata": {},
    "outputs": [],
    "source": [
     "# connection to redis standalone at localhost, db 0, no password\n",
@@ -304,10 +303,7 @@
     "# connection to redis sentinel at localhost and default port, db 0, no password\n",
     "# but with TLS support for booth Sentinel and Redis server\n",
     "redis_url=\"rediss+sentinel://localhost\"\n"
-   ],
-   "metadata": {
-    "collapsed": false
-   }
+   ]
   }
  ],
  "metadata": {
@@ -326,7 +322,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.11.3"
   }
  },
  "nbformat": 4,