docs: add QandA notebook. (#2029)

* add QandA notebook.

Co-authored-by: Kartavya Neema <kartavyaneema@gmail.com>
Co-authored-by: Amir Jafari <amir.jafari@microsoft.com>

* address comments.

Co-authored-by: Kartavya Neema <kartavyaneema@gmail.com>
Co-authored-by: Amir Jafari <amir.jafari@microsoft.com>

* rename cog services to ai services

* add test to exclude, wait for synapse fix

---------

Co-authored-by: Kartavya Neema <kartavyaneema@gmail.com>
Co-authored-by: Amir Jafari <amir.jafari@microsoft.com>
Co-authored-by: Mark Hamilton <mhamilton723@gmail.com>

core/src/test/scala/com/microsoft/azure/synapse/ml/nbtest/SynapseTests.scala

@@ -46,8 +46,9 @@ class SynapseTests extends TestBase {
     .filter(_.getAbsolutePath.endsWith(".py"))
     .filterNot(_.getAbsolutePath.contains("Finetune")) // Excluded by design task 1829306
     .filterNot(_.getAbsolutePath.contains("VWnativeFormat"))
-    .filterNot(_.getAbsolutePath.contains("VowpalWabbitMulticlassclassification")) // Wait for Synpase fix
-    .filterNot(_.getAbsolutePath.contains("Langchain")) // Wait for Synpase fix
+    .filterNot(_.getAbsolutePath.contains("VowpalWabbitMulticlassclassification")) // Wait for Synapse fix
+    .filterNot(_.getAbsolutePath.contains("Langchain")) // Wait for Synapse fix
+    .filterNot(_.getAbsolutePath.contains("DocumentQuestionandAnsweringwithPDFs")) // Wait for Synapse fix
     .filterNot(_.getAbsolutePath.contains("SetupCognitive")) // No code to run
     .filterNot(_.getAbsolutePath.contains("CreateaSparkCluster")) // No code to run
     .sortBy(_.getAbsolutePath)

website/sidebars.js

@@ -39,6 +39,7 @@ module.exports = {
                         "Explore Algorithms/AI Services/Quickstart - Analyze Text",
                         "Explore Algorithms/AI Services/Quickstart - Creare a Visual Search Engine",
                         "Explore Algorithms/AI Services/Quickstart - Create Audiobooks",
+                        "Explore Algorithms/AI Services/Quickstart - Document Question and Answering with PDFs",
                         "Explore Algorithms/AI Services/Quickstart - Flooding Risk",
                         "Explore Algorithms/AI Services/Quickstart - Predictive Maintenance",
                     ],