diff --git a/sdk/formrecognizer/Azure.AI.FormRecognizer/README.md b/sdk/formrecognizer/Azure.AI.FormRecognizer/README.md
index d793a0e59b6e..5d81d1efe445 100644
--- a/sdk/formrecognizer/Azure.AI.FormRecognizer/README.md
+++ b/sdk/formrecognizer/Azure.AI.FormRecognizer/README.md
@@ -13,7 +13,7 @@ Azure Cognitive Services Form Recognizer is a cloud service that uses machine le
 Install the Azure Form Recognizer client library for .NET with [NuGet][nuget]:
 
 ```PowerShell
-dotnet add package Azure.AI.FormRecognizer --version 1.0.0-preview.2
+dotnet add package Azure.AI.FormRecognizer --version 1.0.0-preview.3
 ``` 
 
 **Note:** This package version targets Azure Form Recognizer service API version v2.0-preview.
@@ -22,7 +22,7 @@ dotnet add package Azure.AI.FormRecognizer --version 1.0.0-preview.2
 * An [Azure subscription][azure_sub].
 * An existing Cognitive Services or Form Recognizer resource.
 
-### Create a Cognitive Services or Form Recognizer resource
+#### Create a Cognitive Services or Form Recognizer resource
 Form Recognizer supports both [multi-service and single-service access][cognitive_resource_portal]. Create a Cognitive Services resource if you plan to access multiple cognitive services under a single endpoint/key. For Form Recognizer access only, create a Form Recognizer resource.
 
 You can create either resource using: 
@@ -381,13 +381,13 @@ This project has adopted the [Microsoft Open Source Code of Conduct][code_of_con
 [cognitive_resource]: https://docs.microsoft.com/azure/cognitive-services/cognitive-services-apis-create-account
 
 
-[form_recognizer_client_class]: src/FormRecognizerClient.cs
+[form_recognizer_client_class]: https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/formrecognizer/Azure.AI.FormRecognizer/src/FormRecognizerClient.cs
 [azure_identity]: https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/identity/Azure.Identity
 [cognitive_auth]: https://docs.microsoft.com/azure/cognitive-services/authentication
 [register_aad_app]: https://docs.microsoft.com/azure/cognitive-services/authentication#assign-a-role-to-a-service-principal
 [aad_grant_access]: https://docs.microsoft.com/azure/cognitive-services/authentication#assign-a-role-to-a-service-principal
 [custom_subdomain]: https://docs.microsoft.com/azure/cognitive-services/authentication#create-a-resource-with-a-custom-subdomain
-[DefaultAzureCredential]: ../../identity/Azure.Identity/README.md
+[DefaultAzureCredential]: https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/identity/Azure.Identity/README.md
 [cognitive_resource_portal]: https://docs.microsoft.com/azure/cognitive-services/cognitive-services-apis-create-account
 [cognitive_resource_cli]: https://docs.microsoft.com/azure/cognitive-services/cognitive-services-apis-create-account-cli
 
@@ -395,14 +395,14 @@ This project has adopted the [Microsoft Open Source Code of Conduct][code_of_con
 [labeling_tool]: https://docs.microsoft.com/azure/cognitive-services/form-recognizer/quickstarts/label-tool
 [dotnet_lro_guidelines]: https://azure.github.io/azure-sdk/dotnet_introduction.html#dotnet-longrunning
 
-[logging]: ../../core/Azure.Core/samples/Diagnostics.md
+[logging]: https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/core/Azure.Core/samples/Diagnostics.md
 
-[recognize_content]: samples/Sample1_RecognizeFormContent.md
-[recognize_receipts]: samples/Sample2_RecognizeReceipts.md
-[recognize_custom_forms]: samples/Sample3_RecognizeCustomForms.md
-[train_a_model]: samples/Sample4_TrainModel.md
-[manage_custom_models]: samples/Sample5_ManageCustomModels.md
-[copy_custom_models]: samples/Sample6_CopyCustomModel.md
+[recognize_content]: https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/formrecognizer/Azure.AI.FormRecognizer/samples/Sample1_RecognizeFormContent.md
+[recognize_receipts]: https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/formrecognizer/Azure.AI.FormRecognizer/samples/Sample2_RecognizeReceipts.md
+[recognize_custom_forms]: https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/formrecognizer/Azure.AI.FormRecognizer/samples/Sample3_RecognizeCustomForms.md
+[train_a_model]: https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/formrecognizer/Azure.AI.FormRecognizer/samples/Sample4_TrainModel.md
+[manage_custom_models]: https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/formrecognizer/Azure.AI.FormRecognizer/samples/Sample5_ManageCustomModels.md
+[copy_custom_models]: https://github.com/Azure/azure-sdk-for-net/tree/master/sdk/formrecognizer/Azure.AI.FormRecognizer/samples/Sample6_CopyCustomModel.md
 
 [azure_cli]: https://docs.microsoft.com/cli/azure
 [azure_sub]: https://azure.microsoft.com/free/
diff --git a/sdk/formrecognizer/Azure.AI.FormRecognizer/samples/README.md b/sdk/formrecognizer/Azure.AI.FormRecognizer/samples/README.md
index ce20a40c5003..befab78cca82 100644
--- a/sdk/formrecognizer/Azure.AI.FormRecognizer/samples/README.md
+++ b/sdk/formrecognizer/Azure.AI.FormRecognizer/samples/README.md
@@ -4,6 +4,7 @@ languages:
 - csharp
 products:
 - azure
+- azure-cognitive-services
 - azure-form-recognizer
 name: Azure Form Recognizer samples for .NET
 description: Samples for the Azure.AI.FormRecognizer client library