diff --git a/docs/chdb/guides/index.md b/docs/chdb/guides/index.md
index 28c9c690c7b..ae8ec96f05c 100644
--- a/docs/chdb/guides/index.md
+++ b/docs/chdb/guides/index.md
@@ -15,10 +15,10 @@ in the table of contents, please edit the frontmatter of the files directly.
 
 | Page | Description |
 |-----|-----|
-| [How to query Parquet files](/docs/chdb/guides/querying-parquet) | Learn how to query Parquet files with chDB. |
-| [How to query data in an S3 bucket](/docs/chdb/guides/querying-s3) | Learn how to query data in an S3 bucket with chDB. |
-| [Using a clickhouse-local database](/docs/chdb/guides/clickhouse-local) | Learn how to use a clickhouse-local database with chDB |
-| [How to query Pandas DataFrames with chDB](/docs/chdb/guides/pandas) | Learn how to query Pandas DataFrames with chDB |
-| [JupySQL and chDB](/docs/chdb/guides/jupysql) | How to install chDB for Bun |
-| [How to query a remote ClickHouse server](/docs/chdb/guides/query-remote-clickhouse) | In this guide, we'll learn how to query a remote ClickHouse server from chDB. |
-| [How to query Apache Arrow with chDB](/docs/chdb/guides/apache-arrow) | In this guide, we'll learn how to query Apache Arrow tables with chDB |
+| [How to query Parquet files](/chdb/guides/querying-parquet) | Learn how to query Parquet files with chDB. |
+| [How to query data in an S3 bucket](/chdb/guides/querying-s3) | Learn how to query data in an S3 bucket with chDB. |
+| [Using a clickhouse-local database](/chdb/guides/clickhouse-local) | Learn how to use a clickhouse-local database with chDB |
+| [How to query Pandas DataFrames with chDB](/chdb/guides/pandas) | Learn how to query Pandas DataFrames with chDB |
+| [JupySQL and chDB](/chdb/guides/jupysql) | How to install chDB for Bun |
+| [How to query a remote ClickHouse server](/chdb/guides/query-remote-clickhouse) | In this guide, we'll learn how to query a remote ClickHouse server from chDB. |
+| [How to query Apache Arrow with chDB](/chdb/guides/apache-arrow) | In this guide, we'll learn how to query Apache Arrow tables with chDB |
diff --git a/sidebars.js b/sidebars.js
index be168d12ef2..15cfe1d048d 100644
--- a/sidebars.js
+++ b/sidebars.js
@@ -492,6 +492,16 @@ const sidebars = {
             },
           ],
         },
+        {
+          type: "category",
+          label: "Operators",
+          items: [
+            {
+              type: "autogenerated",
+              dirName: "sql-reference/operators",
+            },
+          ]
+        },
       ],
     },
     {
@@ -568,33 +578,6 @@ const sidebars = {
         },
       ],
     },
-    {
-      type: "category",
-      label: "Other Features",
-      collapsed: false,
-      collapsible: false,
-      items: [
-        {
-          type: "doc",
-          id: "sql-reference/operators/distributed-ddl",
-        },
-        {
-          type: "doc",
-          id: "sql-reference/operators/exists",
-        },
-        {
-          type: "category",
-          label: "Operators",
-          link: { type: "doc", id: "sql-reference/operators/index" },
-          items: [
-            {
-              type: "doc",
-              id: "sql-reference/operators/in",
-            },
-          ]
-        },
-      ],
-    },
   ],
 
   integrations: [
@@ -1753,12 +1736,6 @@ const sidebars = {
           description: "Use the right table and database engines for your data",
           href: "/engines"
         },
-        {
-          type: "link",
-          label: "Other Features",
-          description: "Learn about other features in ClickHouse",
-          href: "/sql-reference/operators"
-        }
       ]
     },
     {
diff --git a/vercel.json b/vercel.json
index 63583f9674b..2497e3cce4d 100644
--- a/vercel.json
+++ b/vercel.json
@@ -2871,6 +2871,11 @@
       "destination": "/docs/getting-started/quick-start",
       "permanent": true
     },
+    {
+      "source": "/docs/get-started/quick-start",
+      "destination": "/docs/getting-started/quick-start",
+      "permanent": true
+    },
     {
       "source": "/docs/sql-reference/dictionaries/external-dictionaries/external-dict",
       "destination": "/docs/sql-reference/dictionaries#embedded-dictionaries",
@@ -3221,6 +3226,11 @@
       "destination": "/docs/concepts/why-clickhouse-is-so-fast",
       "permanent": true
     },
+    {
+      "source": "/docs/sql-reference/data-types/bfloat16",
+      "destination": "/docs/sql-reference/data-types/float#bfloat16",
+      "permanent": true
+    },
     {
       "source": "/docs/en/:path*",
       "destination": "/docs/:path*"