diff --git a/.github/workflows/docs-workflow.yml b/.github/workflows/docs-workflow.yml
index f7068c3400..451756977a 100644
--- a/.github/workflows/docs-workflow.yml
+++ b/.github/workflows/docs-workflow.yml
@@ -50,7 +50,7 @@ jobs:
         uses: gradle/gradle-build-action@v2
 
       - name: Build API documentation with Dokka
-        run: ./gradlew dokkaHtmlMultiModule
+        run: ./gradlew :dokkaGenerate
 
       - name: Create Pull Request
         uses: peter-evans/create-pull-request@v6
diff --git a/build.gradle.kts b/build.gradle.kts
index 5574c0fe43..b4b1d5ff02 100644
--- a/build.gradle.kts
+++ b/build.gradle.kts
@@ -1,4 +1,3 @@
-import org.jetbrains.dokka.gradle.DokkaMultiModuleTask
 import org.jetbrains.exposed.gradle.configureDetekt
 import org.jetbrains.exposed.gradle.configurePublishing
 import org.jetbrains.exposed.gradle.testDb
@@ -12,8 +11,10 @@ plugins {
     alias(libs.plugins.dokka)
 }
 
-tasks.withType<DokkaMultiModuleTask> {
-    outputDirectory.set(project.file("docs/api"))
+dokka {
+    dokkaPublications.html {
+        outputDirectory.set(project.file("docs/api"))
+    }
 }
 
 repositories {
diff --git a/gradle.properties b/gradle.properties
index 2d8d635a81..204008cf05 100644
--- a/gradle.properties
+++ b/gradle.properties
@@ -2,6 +2,7 @@ org.gradle.parallel=false
 org.gradle.jvmargs=-Dfile.encoding=UTF-8
 org.gradle.configuration.cache=true
 org.gradle.caching=true
+org.jetbrains.dokka.experimental.gradle.pluginMode=V2Enabled
 
 group=org.jetbrains.exposed
 version=0.57.0