Add docs for property compression (#962)

* add docs for property compression

* add suggestions

pages/database-management/configuration.mdx

@@ -462,6 +462,8 @@ in Memgraph.
 | --storage-enable-edges-metadata=false                         | Utilizes additional memory to store metadata related to edges. This metadata is used to speed up id based lookups on edges.        | `[bool]`   |
 | --storage-automatic-label-index-creation-enabled=false        | Enables automatic creation of indices on labels. Only usable in IN_MEMORY_TRANSACTIONAL mode.                                      | `[bool]`   |
 | --storage-automatic-edge-type-index-creation-enabled=false    | Enables automatic creation of indices on edge types. Only usable in IN_MEMORY_TRANSACTIONAL mode.                                  | `[bool]`   |
+| --storage-property-store-compression-enabled=false            | Controls whether the properties should be compressed in the storage.                                                               | `[bool]`   |
+| --storage-property-store-compression-level=mid                | Controls property store compression level. Allowed values: low, mid, high                                                          | `[string]` |
 
 ### Streams
 

pages/fundamentals/storage-memory-usage.mdx

@@ -773,6 +773,23 @@ Here are several tips how you can reduce memory usage and increase scalability:
 4. [Inspect query plans](/querying/best-practices#profiling-queries)
    and optimize them
 
+#### Property compression
+
+Another way to reduce memory usage is through property compression. This feature compresses the entire `PropertyStore` object, meaning it compresses all compressible properties in the database. 
+When property store compression is enabled, it checks if the `PropertyStore` of a vertex can be compressed, and if it can, it compresses it using the well-known compression library `zlib`. 
+
+To enable compression, set the `--storage-property-store-compression-enabled` flag to `true`. The default value of this flag is `false`. 
+
+Additionally, users can control the compression level with the `--storage-property-store-compression-level` flag. The default value is mid, but two other values, low and high, are also available.
+The low setting compresses properties minimally, reducing memory usage slightly, while the high setting compresses properties the most, trying to maximize memory savings. However, there’s a tradeoff to consider:
+higher compression levels can reduce performance.  Therefore, users focused on maintaining optimal performance may prefer not to set it to `high`. 
+
+<Callout>
+
+Keep in mind that even though it can reduce memory usage, compression can impact query performance.
+
+</Callout>
+
 ### Deallocating memory
 
 Memgraph has a garbage collector that deallocates unused objects, thus freeing