diff --git a/spiceaidocs/docs/components/data-accelerators/postgres/index.md b/spiceaidocs/docs/components/data-accelerators/postgres/index.md
index 238c1887..e1a33031 100644
--- a/spiceaidocs/docs/components/data-accelerators/postgres/index.md
+++ b/spiceaidocs/docs/components/data-accelerators/postgres/index.md
@@ -85,28 +85,28 @@ datasets:
 
 The table below lists the supported [Apache Arrow data types](https://arrow.apache.org/rust/arrow/datatypes/enum.DataType.html) and their mappings to [PostgreSQL types](https://www.postgresql.org/docs/current/datatype.html) when stored
 
-| Arrow Type                     | sea_query ColumnType       | PostgreSQL Type              |
-| ------------------------------ | -------------------------- | ---------------------------- |
-| Int8                           | TinyInteger                | smallint                     |
-| Int16                          | SmallInteger               | smallint                     |
-| Int32                          | Integer                    | integer                      |
-| Int64                          | BigInteger                 | bigint                       |
-| UInt8                          | TinyUnsigned               | smallint                     |
-| UInt16                         | SmallUnsigned              | smallint                     |
-| UInt32                         | Unsigned                   | bigint                       |
-| UInt64                         | BigUnsigned                | numeric                      |
-| Decimal128 / Decimal256        | Decimal                    | decimal                      |
-| Float32                        | Float                      | real                         |
-| Float64                        | Double                     | double precision             |
-| Utf8 / LargeUtf8               | Text                       | text                         |
-| Boolean                        | Boolean                    | bool                         |
-| Binary / LargeBinary           | VarBinary                  | bytea                        |
-| FixedSizeBinary                | Binary                     | bytea                        |
-| Timestamp (no Timezone)        | Timestamp                  | timestamp without time zone  |
-| Timestamp (with Timezone)      | TimestampWithTimeZone      | timestamp with time zone     |
-| Date32 / Date64                | Date                       | date                         |
-| Time32 / Time64                | Time                       | time                         |
-| Interval                       | Interval                   | interval                     |
-| Duration                       | BigInteger                 | bigint                       |
-| List / LargeList / FixedSizeList | Array                    | array                        |
-| Struct                         | N/A                        | Composite (Custom type)      |
+| Arrow Type                             | sea_query ColumnType    | PostgreSQL Type               |
+| -------------------------------------- | ----------------------- | ----------------------------- |
+| `Int8`                                 | `TinyInteger`           | `smallint`                    |
+| `Int16`                                | `SmallInteger`          | `smallint`                    |
+| `Int32`                                | `Integer`               | `integer`                     |
+| `Int64`                                | `BigInteger`            | `bigint`                      |
+| `UInt8`                                | `TinyUnsigned`          | `smallint`                    |
+| `UInt16`                               | `SmallUnsigned`         | `smallint`                    |
+| `UInt32`                               | `Unsigned`              | `bigint`                      |
+| `UInt64`                               | `BigUnsigned`           | `numeric`                     |
+| `Decimal128` / `Decimal256`            | `Decimal`               | `decimal`                     |
+| `Float32`                              | `Float`                 | `real`                        |
+| `Float64`                              | `Double`                | `double precision`            |
+| `Utf8 / LargeUtf8`                     | `Text`                  | `text`                        |
+| `Boolean`                              | `Boolean`               | `bool`                        |
+| `Binary / LargeBinary`                 | `VarBinary`             | `bytea`                       |
+| `FixedSizeBinary`                      | `Binary`                | `bytea`                       |
+| `Timestamp` (no Timezone)              | `Timestamp`             | `timestamp` without time zone |
+| `Timestamp` (with Timezone)            | `TimestampWithTimeZone` | `timestamp` with time zone    |
+| `Date32` / `Date64`                    | `Date`                  | `date`                        |
+| `Time32` / `Time64`                    | `Time`                  | `time`                        |
+| `Interval`                             | `Interval`              | `interval`                    |
+| `Duration`                             | `BigInteger`            | `bigint`                      |
+| `List` / `LargeList` / `FixedSizeList` | `Array`                 | `array`                       |
+| `Struct`                               | `N/A`                   | `Composite` (Custom type)     |