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tigergraph · Jan 15, 2025 · 1281700 · 1281700
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diff --git a/modules/cloud4/modules/graph-development/nav.adoc b/modules/cloud4/modules/graph-development/nav.adoc
@@ -1,4 +1,4 @@
-* xref:index.adoc[Graph Management]
+* xref:index.adoc[Graph Development]
 ** xref:load-data/index.adoc[Load Data]
 *** xref:load-data/load-from-local.adoc[]
 *** xref:load-data/load-from-s3.adoc[Load from AWS S3]
@@ -14,4 +14,4 @@
 *** xref:explore-graph/how2-use-pattern-search.adoc[Pattern Search]
 ** xref:advanced-features/index.adoc[Advanced Features]
 *** xref:advanced-features/write2-s3.adoc[Export Data to S3]
-*** xref:advanced-features/configure-udf.adoc[Configure UDF]
+*** xref:advanced-features/configure-udf.adoc[Configure UDF]
diff --git a/modules/cloud4/modules/graph-development/pages/load-data/token-function.adoc b/modules/cloud4/modules/graph-development/pages/load-data/token-function.adoc
@@ -1,7 +1,7 @@
 = Token Function
 :experimental:
 
-TigerGraph Cloud 4 allows you to enhance your data loading process by adding token functions. Token functions enable you to manipulate and transform data during the loading process, making it easier to prepare your data for graph analysis. This guide will walk you through the steps to add token functions using the TigerGraph Cloud UI. For more details please refer to xref:gsql-ref:ddl-and-loading:functions:token.adoc[Token Functions].
+TigerGraph Cloud 4 allows you to enhance your data loading process by adding token functions. Token functions enable you to manipulate and transform data during the loading process, making it easier to prepare your data for graph analysis. This guide will walk you through the steps to add token functions using the TigerGraph Cloud UI. For more details please refer to xref:4.1@gsql-ref:ddl-and-loading:functions/token/index.adoc[Token Functions].
 
 == Add a token function
 . Click on the btn:[Token Function] button to configure token functions for your data source.
@@ -14,7 +14,7 @@ image::config-mapping-2.png[width=400]
 image::token-function-1.png[]
 +
 
-. Select the token function you want to use from the `Type` dropdown menu. This will automatically populate the output data type and the required parameters. You can also check the sample input and output by hovering over the btn:[?] icon. Please refer to the xref:gsql-ref:ddl-and-loading:functions:token.adoc[Token Functions] documentation for more details.
+. Select the token function you want to use from the `Type` dropdown menu. This will automatically populate the output data type and the required parameters. You can also check the sample input and output by hovering over the btn:[?] icon. Please refer to the xref:4.1@gsql-ref:ddl-and-loading:functions/token/index.adoc[Token Functions] documentation for more details.
 
 +
 image::token-function-3.png[]

diff --git a/modules/cloud4/modules/overview/pages/comparison_table.adoc b/modules/cloud4/modules/overview/pages/comparison_table.adoc
@@ -3,39 +3,51 @@
 Most of the documentation for TigerGraph Enterprise Server also applies to TigerGraph Cloud 4.
 Here are some differences between the different TigerGraph offerings.
 
+== Architecture and Deployment
+
+[cols="4", separator=|,options="header"]
 |===
-| Category | Topic | TigerGraph Enterprise Server | TigerGraph Cloud Classic | TigerGraph Cloud 4 Beta
-.7+| Architecture and Deployment | Architecture | Integrated storage and compute | Integrated storage and compute | Separate storage and compute
+| Topic | TigerGraph Enterprise Server | TigerGraph Cloud Classic | TigerGraph Cloud 4 Beta
+| Architecture | Integrated storage and compute | Integrated storage and compute | Separate storage and compute
 | Hardware and Software Requirements | Yes | N/A | N/A
-| Installation and Configuration | Yes | There are a few simple steps to install a Starter Kit, See the xref:cloud:support:faqs.adoc[] | Users can install solutions at any time
+| Installation and Configuration | Yes | Easy steps to install Starter Kit See the xref:cloud:support:faqs.adoc[]| Users can install solutions anytime
 | Kubernetes Support | Yes, custom setup required | No | Yes, built-in support
-| Amazon Web Service (AWS) | Yes, TigerGraph Lite on marketplace or custom deployment  | Yes | Yes
-| Google Cloud Platform (GCP) | Yes, TigerGraph Lite on marketplace or custom deployment  | Yes | No, we are activly working on it
-| Microsoft Azure | Yes, TigerGraph Lite on marketplace or custom deployment | Yes | No, we are activly working on it
+| Amazon Web Service (AWS) | Yes, TigerGraph Lite or custom deployment | Yes | Yes
+| Google Cloud Platform (GCP) | Yes, TigerGraph Lite or custom deployment | Yes | No, actively working on it
+| Microsoft Azure | Yes, TigerGraph Lite or custom deployment | Yes | No, actively working on it
+|===
 
-.13+| Features and Capabilities 
-| Release Notes| Yes| TigerGraph Cloud provides database versions kept up to date with TigerGraph Server 3.x releases | TigerGraph Cloud 4 provides the latest TigerGraph Server 4.x
-| GSQL Graph Algorithm Library | Yes| Yes| Yes
+== Features and Capabilities
+
+[cols="4", separator=|,options="header"]
+|===
+| Topic | TigerGraph Enterprise Server | TigerGraph Cloud Classic | TigerGraph Cloud 4 Beta
+| Release Notes | Yes | Kept up to date with 3.x releases | Latest 4.x releases
+| GSQL Graph Algorithm Library | Yes | Yes | Yes
 | Transaction Processing and ACID Support | Yes | Yes | Yes
-| GSQL 101 | Yes | Basic concepts still apply, most CREATE, INSTALL, LOAD, and RUN commands are replaced with the GraphStudio GUI-based approach | Fully supported using GSQL Editor
-| GSQL 102 Pattern Matching | Yes | The same patterns can be used in queries | The same patterns can be used in queries
+| GSQL 101 | Yes | Basic concepts, most commands replaced with GraphStudio GUI | Fully supported using GSQL Editor
+| GSQL 102 Pattern Matching | Yes | Same patterns in queries | Same patterns in queries
 | MultiGraph Overview | Yes | Yes | Yes
-| GraphStudio™ | Yes | Yes | Yes, add-on 
+| GraphStudio™ | Yes | Yes | Yes, add-on
 | GSQL Demo Examples | Yes | Yes | Yes
-| GSQL Language Reference, Part 1 Data Definition and Loading | Yes| Yes. GSQL Web Shell (Paid Tiers) supports Data Definition and Loading. Data files can be imported into the filesystem through GraphStudio™, or submit support request to import into the filesystem. In addition, the operations can be performed through GraphStudio™ | Yes, Load Data UI
-| GSQL Language Reference, Part 2 Querying | Yes | Yes | Yes, GSQL Editor
-| RESTPP API User Guide | Yes | Yes. Note the URL assigned to your cluster. | Yes, Connect From APIs option on all workspaces.
-| Data Loader User Guides | Yes | S3 Loader can be used through the GraphStudio™ interface. In addition, S3 Loader and Kafka Loader can be used in GSQL Web Shell (Paid Tiers). | Yes. Step-by-step guide to load local/S3/GCS/ABS files. Provide a GSQL template for all other connectors.
+| GSQL Language Reference, Part 1 (Data Definition & Loading) | Yes | GSQL Web Shell (Paid Tiers) supports Data Definition and Loading | Yes, Load Data UI
+| GSQL Language Reference, Part 2 (Querying) | Yes | Yes | Yes, GSQL Editor
+| RESTPP API User Guide | Yes | Cluster-specific URL | Connect From APIs on all workspaces
+| Data Loader User Guides | Yes | S3 Loader & Kafka Loader via Web Shell | Yes, guides for local/S3/GCS/ABS files
 | Schema Designer | Yes, GraphStudio™ | Yes, GraphStudio™ | Yes, Cloud Portal & GraphStudio™
+|===
+
+== Security and Management
 
-.5+|Security and Management
+[cols="4", separator=|,options="header"]
+|===
+| Topic | TigerGraph Enterprise Server | TigerGraph Cloud Classic | TigerGraph Cloud 4 Beta
 | User Access Management | Yes | Yes | Yes
-| Data Encryption | Yes | TigerGraph Cloud is set up already for encrypted data at rest and at motion | TigerGraph Cloud is set up already for encrypted data at rest and at motion
-| System Management | Yes | The Cloud Portal is enhanced over the TigerGraph Server Admin Portal.  Backup and Restore is done through the Cloud Portal. | The Cloud Portal is enhanced over the TigerGraph Server Admin Portal. Backup and Restore is done through the Cloud Portal.
+| Data Encryption | Yes | Set up for encrypted data at rest and in motion | Set up for encrypted data at rest and in motion
+| System Management | Yes | Enhanced Cloud Portal for backup and restore | Enhanced Cloud Portal for backup and restore
 | HA and DR | Yes | Yes | Yes
-| Monitoring | Yes, requires custom setup using Informant APIs | TigerGraph Server Admin Portal | Build-in Grafana dashboard & TigerGraph Server Admin Portal
-| Alerting | Yes, requires custom setup | No | Yes
-
+| Monitoring | Custom setup with Informant APIs | TigerGraph Server Admin Portal | Built-in Grafana dashboard & Admin Portal
+| Alerting | Custom setup required | No | Yes
 |===
 
 == Next Steps