diff --git a/eng/common/pipelines/templates/steps/set-test-pipeline-version.yml b/eng/common/pipelines/templates/steps/set-test-pipeline-version.yml
index 61d49cdb7d..747687b899 100644
--- a/eng/common/pipelines/templates/steps/set-test-pipeline-version.yml
+++ b/eng/common/pipelines/templates/steps/set-test-pipeline-version.yml
@@ -1,9 +1,22 @@
 parameters:
-  PackageName: ''
-  PackageNames: ''
-  ServiceDirectory: ''
-  TagSeparator: '_'
-  TestPipeline: false
+- name: PackageName
+  type: string
+  default: ''
+- name: PackageNames
+  type: string
+  default: ''
+- name: ServiceDirectory
+  type: string
+  default: ''
+- name: TagSeparator
+  type: string
+  default: '_'
+- name: TestPipeline
+  type: boolean
+  default: false
+- name: ArtifactsJson
+  type: string
+  default: ''
 
 steps:
 - ${{ if eq(parameters.TestPipeline, 'true') }}:
@@ -18,4 +31,5 @@ steps:
           -PackageNames '${{ coalesce(parameters.PackageName, parameters.PackageNames) }}'
           -ServiceDirectory '${{ parameters.ServiceDirectory }}'
           -TagSeparator '${{ parameters.TagSeparator }}'
+          -ArtifactsJson '${{ parameters.ArtifactsJson }}'
         pwsh: true
diff --git a/eng/common/scripts/SetTestPipelineVersion.ps1 b/eng/common/scripts/SetTestPipelineVersion.ps1
index 2b2ee70ef9..6d26830091 100644
--- a/eng/common/scripts/SetTestPipelineVersion.ps1
+++ b/eng/common/scripts/SetTestPipelineVersion.ps1
@@ -3,12 +3,14 @@
 param (
   [Parameter(mandatory = $true)]
   [string]$BuildID,
-  [Parameter(mandatory = $true)]
-  [string]$PackageNames,
+  [Parameter(mandatory = $false)]
+  [string]$PackageNames = "",
   [Parameter(mandatory = $true)]
   [string]$ServiceDirectory,
   [Parameter(mandatory = $false)]
-  [string]$TagSeparator = "_"
+  [string]$TagSeparator = "_",
+  [Parameter(mandatory = $false)]
+  [string]$ArtifactsJson = ""
 )
 
 . (Join-Path $PSScriptRoot common.ps1)
@@ -16,43 +18,117 @@ param (
 Write-Host "PackageNames: $PackageNames"
 Write-Host "ServiceDirectory: $ServiceDirectory"
 Write-Host "BuildID: $BuildID"
+Write-Host "ArtifactsJson: $ArtifactsJson"
 
 $packageNamesArray = @()
+$artifacts = $null
 
-if ([String]::IsNullOrWhiteSpace($PackageNames)) {
-  LogError "PackageNames cannot be empty."
-  exit 1
+# If ArtifactsJson is provided, extract package names from it
+if (![String]::IsNullOrWhiteSpace($ArtifactsJson)) {
+  Write-Host "Using ArtifactsJson to determine package names"
+  try {
+    $artifacts = $ArtifactsJson | ConvertFrom-Json
+    $packageNamesArray = $artifacts | ForEach-Object { $_.name }
+    Write-Host "Extracted package names from ArtifactsJson: $($packageNamesArray -join ', ')"
+  }
+  catch {
+    LogError "Failed to parse ArtifactsJson: $($_.Exception.Message)"
+    exit 1
+  }
 }
-else {
+elseif (![String]::IsNullOrWhiteSpace($PackageNames)) {
   $packageNamesArray = $PackageNames.Split(',')
 }
+else {
+  LogError "Either PackageNames or ArtifactsJson must be provided."
+  exit 1
+}
 
-foreach ($packageName in $packageNamesArray) {
-  Write-Host "Processing $packageName"
-  $newVersion = [AzureEngSemanticVersion]::new("1.0.0")
-  $prefix = "$packageName$TagSeparator"
-  Write-Host "Get Latest Tag : git tag -l $prefix*"
-  $latestTags = git tag -l "$prefix*"
+if ($artifacts) {
+  # When using ArtifactsJson, process each artifact with its name and groupId (if applicable)
+  try {
+    foreach ($artifact in $artifacts) {
+      $packageName = $artifact.name      
+      $newVersion = [AzureEngSemanticVersion]::new("1.0.0")
+      $prefix = "$packageName$TagSeparator"
 
-  $semVars = @()
+      if ($Language -eq "java") {
+        $groupId = $artifact.groupId
+        Write-Host "Processing $packageName with groupId $groupId"
+        if ([String]::IsNullOrWhiteSpace($groupId)) {
+          LogError "GroupId is missing for package $packageName."
+          exit 1
+        }
+        # Use groupId+artifactName format for tag prefix (e.g., "com.azure.v2+azure-sdk-template_")
+        $prefix = "$groupId+$packageName$TagSeparator"
+      }
 
-  if ($latestTags -and ($latestTags.Length -gt 0)) {
-    foreach ($tag in $latestTags) {
-      $semVars += $tag.Substring($prefix.Length)
-    }
+      Write-Host "Get Latest Tag : git tag -l $prefix*"
+      $latestTags = git tag -l "$prefix*"
+
+      $semVars = @()
 
-    $semVarsSorted = [AzureEngSemanticVersion]::SortVersionStrings($semVars)
-    Write-Host "Last Published Version $($semVarsSorted[0])"
-    $newVersion = [AzureEngSemanticVersion]::new($semVarsSorted[0])
+      if ($latestTags -and ($latestTags.Length -gt 0)) {
+        foreach ($tag in $latestTags) {
+          $semVars += $tag.Substring($prefix.Length)
+        }
+
+        $semVarsSorted = [AzureEngSemanticVersion]::SortVersionStrings($semVars)
+        Write-Host "Last Published Version $($semVarsSorted[0])"
+        $newVersion = [AzureEngSemanticVersion]::new($semVarsSorted[0])
+      }
+
+      $newVersion.PrereleaseLabel = $newVersion.DefaultPrereleaseLabel
+      $newVersion.PrereleaseNumber = $BuildID
+      $newVersion.IsPrerelease = $True
+
+      Write-Host "Version to publish [ $($newVersion.ToString()) ]"
+
+      if ($Language -ne "java") {
+        SetPackageVersion -PackageName $packageName `
+          -Version $newVersion.ToString() `
+          -ServiceDirectory $ServiceDirectory
+      } else {
+        SetPackageVersion -PackageName $packageName `
+          -Version $newVersion.ToString() `
+          -ServiceDirectory $ServiceDirectory `
+          -GroupId $groupId
+      }
+    }
+  }
+  catch {
+    LogError "Failed to process ArtifactsJson: $ArtifactsJson, exception: $($_.Exception.Message)"
+    exit 1
   }
+} else {
+  # Fallback to original logic when using PackageNames string
+  foreach ($packageName in $packageNamesArray) {
+    Write-Host "Processing $packageName"
+    $newVersion = [AzureEngSemanticVersion]::new("1.0.0")
+    $prefix = "$packageName$TagSeparator"
+    Write-Host "Get Latest Tag : git tag -l $prefix*"
+    $latestTags = git tag -l "$prefix*"
 
-  $newVersion.PrereleaseLabel = $newVersion.DefaultPrereleaseLabel
-  $newVersion.PrereleaseNumber = $BuildID
-  $newVersion.IsPrerelease = $True
+    $semVars = @()
 
-  Write-Host "Version to publish [ $($newVersion.ToString()) ]"
+    if ($latestTags -and ($latestTags.Length -gt 0)) {
+      foreach ($tag in $latestTags) {
+        $semVars += $tag.Substring($prefix.Length)
+      }
 
-  SetPackageVersion -PackageName $packageName `
-    -Version $newVersion.ToString() `
-    -ServiceDirectory $ServiceDirectory
+      $semVarsSorted = [AzureEngSemanticVersion]::SortVersionStrings($semVars)
+      Write-Host "Last Published Version $($semVarsSorted[0])"
+      $newVersion = [AzureEngSemanticVersion]::new($semVarsSorted[0])
+    }
+
+    $newVersion.PrereleaseLabel = $newVersion.DefaultPrereleaseLabel
+    $newVersion.PrereleaseNumber = $BuildID
+    $newVersion.IsPrerelease = $True
+
+    Write-Host "Version to publish [ $($newVersion.ToString()) ]"
+
+    SetPackageVersion -PackageName $packageName `
+      -Version $newVersion.ToString() `
+      -ServiceDirectory $ServiceDirectory
+  }
 }