Add tip to use Aura Graph Analytics Serverless to tutorials

FlorentinD · Mats-SX · FlorentinD · commit 21e14c6025f3 · 2025-05-07T15:33:47.000+02:00
Co-authored-by: Mats Rydberg &lt;mats@neo4j.org&gt;
diff --git a/doc/modules/ROOT/pages/tutorials/centrality-algorithms.adoc b/doc/modules/ROOT/pages/tutorials/centrality-algorithms.adoc
@@ -26,6 +26,10 @@ graph dataset.
 We start by importing our dependencies and setting up our GDS client
 connection to the database.
 
+TIP: Alternatively, you can use
+https://neo4j.com/docs/graph-data-science-client/current/graph-analytics-serverless/[Aura
+Graph Analytics Serverless] and skip the whole Setup section below.
+
 [source, python, role=no-test]
 ----
 # Install necessary dependencies
diff --git a/doc/modules/ROOT/pages/tutorials/community-detection.adoc b/doc/modules/ROOT/pages/tutorials/community-detection.adoc
@@ -26,6 +26,10 @@ detection on the largest component using the Louvain algorithm.
 We start by importing our dependencies and setting up our GDS client
 connection to the database.
 
+TIP: Alternatively, you can use
+https://neo4j.com/docs/graph-data-science-client/current/graph-analytics-serverless/[Aura
+Graph Analytics Serverless] and skip the whole Setup section below.
+
 [source, python, role=no-test]
 ----
 # Install necessary dependencies
diff --git a/doc/modules/ROOT/pages/tutorials/fastrp-and-knn.adoc b/doc/modules/ROOT/pages/tutorials/fastrp-and-knn.adoc
@@ -46,6 +46,10 @@ installation instructions].
 We start by installing and importing our dependencies, and setting up
 our GDS client connection to the database.
 
+TIP: Alternatively, you can use
+https://neo4j.com/docs/graph-data-science-client/current/graph-analytics-serverless/[Aura
+Graph Analytics Serverless] and skip the whole Setup section below.
+
 [source, python, role=no-test]
 ----
 # Install necessary dependencies
diff --git a/doc/modules/ROOT/pages/tutorials/import-sample-export-gnn.adoc b/doc/modules/ROOT/pages/tutorials/import-sample-export-gnn.adoc
@@ -49,6 +49,10 @@ docs] for installation instructions)
 We start by importing our dependencies and setting up our GDS client
 connection to the database.
 
+TIP: Alternatively, you can use
+https://neo4j.com/docs/graph-data-science-client/current/graph-analytics-serverless/[Aura
+Graph Analytics Serverless] and skip the whole Setup section below.
+
 [source, python, role=no-test]
 ----
 # Install necessary dependencies
diff --git a/doc/modules/ROOT/pages/tutorials/load-data-via-graph-construction.adoc b/doc/modules/ROOT/pages/tutorials/load-data-via-graph-construction.adoc
@@ -14,14 +14,18 @@ in the Neo4j Graph Data Science Client Github repository.
 The notebook shows the usage of the `gds.graph.construct` method
 (available only in GDS 2.1{plus}) to build a graph directly in memory.
 
-NOTE: If you are using AuraDS, it is currently not possible to write the
-projected graph back to Neo4j.
+NOTE: If you are using AuraDS, it is currently not possible to export
+the projected graph back to Neo4j.
 
 == Setup
 
 We need an environment where Neo4j and GDS are available, for example
 AuraDS (which comes with GDS preinstalled) or Neo4j Desktop.
 
+TIP: Alternatively, you can use
+https://neo4j.com/docs/graph-data-science-client/current/graph-analytics-serverless/[Aura
+Graph Analytics Serverless] and skip the whole Setup section below.
+
 Once the credentials to this environment are available, we can install
 the `graphdatascience` package and import the client class.
 
diff --git a/examples/centrality-algorithms.ipynb b/examples/centrality-algorithms.ipynb
@@ -32,7 +32,9 @@
     "\n",
     "## Setup\n",
     "\n",
-    "We start by importing our dependencies and setting up our GDS client connection to the database."
+    "We start by importing our dependencies and setting up our GDS client connection to the database.\n",
+    "\n",
+    "TIP: Alternatively, you can use [Aura Graph Analytics Serverless](https://neo4j.com/docs/graph-data-science-client/current/graph-analytics-serverless/) and skip the whole Setup section below. "
    ]
   },
   {
diff --git a/examples/community-detection.ipynb b/examples/community-detection.ipynb
@@ -35,7 +35,9 @@
     "\n",
     "## Setup\n",
     "\n",
-    "We start by importing our dependencies and setting up our GDS client connection to the database."
+    "We start by importing our dependencies and setting up our GDS client connection to the database.\n",
+    "\n",
+    "TIP: Alternatively, you can use [Aura Graph Analytics Serverless](https://neo4j.com/docs/graph-data-science-client/current/graph-analytics-serverless/) and skip the whole Setup section below. "
    ]
   },
   {
diff --git a/examples/fastrp-and-knn.ipynb b/examples/fastrp-and-knn.ipynb
@@ -55,7 +55,9 @@
    "source": [
     "## Setup\n",
     "\n",
-    "We start by installing and importing our dependencies, and setting up our GDS client connection to the database."
+    "We start by installing and importing our dependencies, and setting up our GDS client connection to the database.\n",
+    "\n",
+    "TIP: Alternatively, you can use [Aura Graph Analytics Serverless](https://neo4j.com/docs/graph-data-science-client/current/graph-analytics-serverless/) and skip the whole Setup section below. "
    ]
   },
   {
diff --git a/examples/import-sample-export-gnn.ipynb b/examples/import-sample-export-gnn.ipynb
@@ -61,7 +61,9 @@
    "source": [
     "## Setup\n",
     "\n",
-    "We start by importing our dependencies and setting up our GDS client connection to the database."
+    "We start by importing our dependencies and setting up our GDS client connection to the database.\n",
+    "\n",
+    "TIP: Alternatively, you can use [Aura Graph Analytics Serverless](https://neo4j.com/docs/graph-data-science-client/current/graph-analytics-serverless/) and skip the whole Setup section below. "
    ]
   },
   {
diff --git a/examples/load-data-via-graph-construction.ipynb b/examples/load-data-via-graph-construction.ipynb
@@ -27,7 +27,7 @@
     "\n",
     "The notebook shows the usage of the `gds.graph.construct` method (available only in GDS 2.1+) to build a graph directly in memory.\n",
     "\n",
-    "NOTE: If you are using AuraDS, it is currently not possible to write the projected graph back to Neo4j."
+    "NOTE: If you are using AuraDS, it is currently not possible to export the projected graph back to Neo4j."
    ]
   },
   {
@@ -40,6 +40,8 @@
     "\n",
     "We need an environment where Neo4j and GDS are available, for example AuraDS (which comes with GDS preinstalled) or Neo4j Desktop. \n",
     "\n",
+    "TIP: Alternatively, you can use [Aura Graph Analytics Serverless](https://neo4j.com/docs/graph-data-science-client/current/graph-analytics-serverless/) and skip the whole Setup section below. \n",
+    "\n",
     "Once the credentials to this environment are available, we can install the `graphdatascience` package and import the client class."
    ]
   },

Original file line number	Diff line number	Diff line change
`@@ -32,7 +32,9 @@`
`32`	`32`	`"\n",`
`33`	`33`	`"## Setup\n",`
`34`	`34`	`"\n",`
`35`		`- "We start by importing our dependencies and setting up our GDS client connection to the database."`
	`35`	`+ "We start by importing our dependencies and setting up our GDS client connection to the database.\n",`
	`36`	`+ "\n",`
	`37`	`+ "TIP: Alternatively, you can use [Aura Graph Analytics Serverless](https://neo4j.com/docs/graph-data-science-client/current/graph-analytics-serverless/) and skip the whole Setup section below. "`
`36`	`38`	`]`
`37`	`39`	`},`
`38`	`40`	`{`
Original file line number	Diff line number	Diff line change
`@@ -35,7 +35,9 @@`
`35`	`35`	`"\n",`
`36`	`36`	`"## Setup\n",`
`37`	`37`	`"\n",`
`38`		`- "We start by importing our dependencies and setting up our GDS client connection to the database."`
	`38`	`+ "We start by importing our dependencies and setting up our GDS client connection to the database.\n",`
	`39`	`+ "\n",`
	`40`	`+ "TIP: Alternatively, you can use [Aura Graph Analytics Serverless](https://neo4j.com/docs/graph-data-science-client/current/graph-analytics-serverless/) and skip the whole Setup section below. "`
`39`	`41`	`]`
`40`	`42`	`},`
`41`	`43`	`{`
Original file line number	Diff line number	Diff line change
`@@ -55,7 +55,9 @@`
`55`	`55`	`"source": [`
`56`	`56`	`"## Setup\n",`
`57`	`57`	`"\n",`
`58`		`- "We start by installing and importing our dependencies, and setting up our GDS client connection to the database."`
	`58`	`+ "We start by installing and importing our dependencies, and setting up our GDS client connection to the database.\n",`
	`59`	`+ "\n",`
	`60`	`+ "TIP: Alternatively, you can use [Aura Graph Analytics Serverless](https://neo4j.com/docs/graph-data-science-client/current/graph-analytics-serverless/) and skip the whole Setup section below. "`
`59`	`61`	`]`
`60`	`62`	`},`
`61`	`63`	`{`
Original file line number	Diff line number	Diff line change
`@@ -61,7 +61,9 @@`
`61`	`61`	`"source": [`
`62`	`62`	`"## Setup\n",`
`63`	`63`	`"\n",`
`64`		`- "We start by importing our dependencies and setting up our GDS client connection to the database."`
	`64`	`+ "We start by importing our dependencies and setting up our GDS client connection to the database.\n",`
	`65`	`+ "\n",`
	`66`	`+ "TIP: Alternatively, you can use [Aura Graph Analytics Serverless](https://neo4j.com/docs/graph-data-science-client/current/graph-analytics-serverless/) and skip the whole Setup section below. "`
`65`	`67`	`]`
`66`	`68`	`},`
`67`	`69`	`{`
Original file line number	Diff line number	Diff line change
`@@ -27,7 +27,7 @@`
`27`	`27`	`"\n",`
`28`	`28`	"The notebook shows the usage of the `gds.graph.construct` method (available only in GDS 2.1+) to build a graph directly in memory.\n",
`29`	`29`	`"\n",`
`30`		`- "NOTE: If you are using AuraDS, it is currently not possible to write the projected graph back to Neo4j."`
	`30`	`+ "NOTE: If you are using AuraDS, it is currently not possible to export the projected graph back to Neo4j."`
`31`	`31`	`]`
`32`	`32`	`},`
`33`	`33`	`{`
`@@ -40,6 +40,8 @@`
`40`	`40`	`"\n",`
`41`	`41`	`"We need an environment where Neo4j and GDS are available, for example AuraDS (which comes with GDS preinstalled) or Neo4j Desktop. \n",`
`42`	`42`	`"\n",`
	`43`	`+ "TIP: Alternatively, you can use [Aura Graph Analytics Serverless](https://neo4j.com/docs/graph-data-science-client/current/graph-analytics-serverless/) and skip the whole Setup section below. \n",`
	`44`	`+ "\n",`
`43`	`45`	"Once the credentials to this environment are available, we can install the `graphdatascience` package and import the client class."
`44`	`46`	`]`
`45`	`47`	`},`