List of all blog posts on CRM and Azure Integration


Configure Product Recommendations using Recommendations API in Dynamics 365

For configuring Product Recommendations first we need to enable the preview –

Go to Settings – Administration – System Settings – Previews

Select Yes and Click on OK.

As a next step, we need to create Cognitive Services for Recommendation API and connect it to CRM.

Go to Portal

https://portal.azure.com

Search and select Cognitive Services Accounts

Click on Add

Select Recommendation API and provide other details and click on Create.

From Overview, note down the Endpoint which will be used to configure the connection in CRM.

From Keys, copy value of the Key which will be used for configuring connection to CRM.

In CRM, go to Settings – Administration and click on Azure Machine Learning Recommendation Service Configuration.

Specify the value for the URL and Key we had noted down earlier, save the record and click on Test Connection to test the connection.

On Successful connection, we’d see Success message for Last Connection Status. Click on Activate to enable the connection.

Now we need to define\build the model for recommendations. For this go to Settings – Product Catalog and click on Product Recommendations.

We’d see a recommendation model with default values

The model will have Basked Data Entities already defined. We can edit\add new\ delete these existing configuration records for Basked Data Entities. Basked Data Entities recommendations are based on which products appear together.

For e.g. in below Opportunity record we can see 27 inch and 12 inch monitor opportunity products appearing together. It will look for all such line items records.

Similarly we have recommendation entities records configured which we can update.

Once done with the configuration, we need to click on Build Model Version to build the model.

It will create a corresponding model version record.

We can check its progress by refreshing it.

Here the model that we had defined has successfully build and it took around 6 minutes.

We can click on the Model Version to open the record to get the further details.

Next step would be to check the recommendations. For this click on Test Recommendations.

Pop up opens wherein we can select the Products and model version and click on Show Result to see what are the product recommendations.

Once satisfied with the test result, click on Activate to enable the recommendations.

We might get the below message in case we do not have good enough data in our system.

To see it in action, open an existing opportunity record , go to product sub grid and select a product and select Suggest Products.

A dialog box opens up that shows the Cross-Sell products and other details.

Get all the details here

https://technet.microsoft.com/library/56b35229-72f8-46ca-bebf-eae023f633c2.aspx

Hope it helps..

Configure Automatically suggest knowledge articles using Cognitive Services Text Analytics (Preview) in Dynamics 365 (online)

As a first step, we need to set up Text Analytics Service and connect it to our CRM Online. Follow the below post for that

https://nishantrana.me/2017/03/24/configure-case-topic-analysis-using-cognitive-services-text-analytics-preview-in-dynamics-365-online/

Next, we need to set up Knowledge Search field settings

For this go to Settings – Service Management and click on Knowledge Search field Settings

There click on New to create a new Search Model record.

Below we have specified case as our source entity. Click on Save.

Next, we need to define Keyword fields for our model, click on + to create a new text analytics entity mapping record.

To keep things simple, we have selected entity as Case and Field as Case Title based on which suggestions will be made. Save the record.

Click on Activate to activate the model.

Next, we need to modify the Case form to include knowledge base suggestions

Open the Conversation Tabs, go to Knowledge Base Search and select Text Analytics for Give Knowledge base suggestions as described below and publish the form

Open any of the case record, go to KB Records. Here based on the Case Title, the text analytics picks up the keyword “Delay” and shows/suggests the corresponding KB Articles matching that keyword.

Get all the details here

https://technet.microsoft.com/en-us/library/mt703319.aspx

Hope it helps..

Configure Document Suggestions using Cognitive Services Text Analytics (Preview) in Dynamics 365 (online)

Let us take a simple example to understand how to configure Document Suggestion preview feature.

To do so first we need to enable Text Analytics Service, Connect it to our CRM Online and configure similar record suggestions. Please follow the below post for all the details.

https://nishantrana.me/2017/03/27/configure-similar-record-suggestion-using-cognitive-services-text-analytics-preview-in-dynamics-365-online/

Go to Settings – Document Management – Manage Document Suggetions

Select the entity for which we want to enable it, as we had our similar record suggestions enabled for Case we select the Case entity here.

Click on Apply.

Now as we already have Similar Record Suggestions configured for Case entity, for a case record with Delay keyword in its title we get the below suggestions

So, for Delay in Dispatch record we are getting Delay in service, delivery and shipment as suggestions as similar cases.

Now what we have done over here next is that we have attached document(s) to each of these case records.

For Delay in Dispatch case record –

For Delay in Service case record –

For Delay in Shipment record we have 2 document attached.

For Dispatch in Delivery case record we do not have any document attached yet.

Now let us open case with title “Dispatch in Delivery” and go to its Documents related records and click on Show Suggestions button

A dialog opens which list all the documents that are associated to the case records similar to the Delay in Delivery record i.e. all the remaining case records having delay keyword in its title.

Select documents and click on Copy.

Documents Copied to the Delay in Delivery record.

Hope it helps..

Configure Similar Record Suggestion using Cognitive Services Text Analytics (Preview) in Dynamics 365 (online)

As a first step, we need to enable text analytics and connect it to CRM.

Follow the below post for enabling text analytics, connecting CRM online to Text Analytics service.

https://nishantrana.me/2017/03/24/configure-case-topic-analysis-using-cognitive-services-text-analytics-preview-in-dynamics-365-online/

As a next step, we need to configure Similar Records Suggestions, for that go to

Settings – Data Management – Similar Records Suggestions settings

Click on New to create a new similarity rule record

Below we have created rule with Case as source entity and specified Yes for “Use Text Analytics for Target Match”

After we have created the similarity rule, we need to define the fields based on which matching will be done and suggestions will be made.

Here we have specified Criteria as Text Match, which would match the Text for the field Case Title of the Case Entity.

Save the above record and click on Activate to run the similarity rule.

Open any of the existing case, in our below scenario we have opened the case with title “Delay in Shipment” and click on +

This opens up the dialog that shows similar cases (with title having Delay word in it) using Text Analytics Service configured.

What happens if we deactivate the Similarity Rule?

We get the below error –

Checking the metric in the Text Analytics API.

Get all the details here

https://technet.microsoft.com/en-us/library/mt703318.aspx

Hope it helps..

Requests to this API should contain at least 100 documents, where each document is not null or empty error while configuring Topic Analysis using Text Analytics in Dynamics 365

Hi,

Recently while trying to configure Topic Analysis in Dynamics 365

https://nishantrana.me/2017/03/24/configure-case-topic-analysis-using-cognitive-services-text-analytics-preview-in-dynamics-365-online/

we got the below error for the failed record.

Error Message:{“code”:”BadRequest”,”message”:”Invalid request”,”innerError”:{“code”:”InvalidRequestContent”,”message”:”Requests to this API should contain at least 100 documents, where each document is not null or empty”,”minimumNumberOfDocuments”:100}}

This was because we had very few case records in our CRM organization < 30. We created few more records to increase the count to be more then 100 and re run the build. This time it got succeeded.

Hope it helps..