pull base content,head:MicrosoftDocs:main,into:wwlpublishsync

Author: wwlpublish

learn-pr/paths/ai-extract-information/index.yml

@@ -4,7 +4,7 @@ metadata:
   title: Develop AI information extraction solutions in Azure
   description: Use Azure AI to extract information from content.
   brand: azure
-  ms.date: 05/15/2025
+  ms.date: 05/16/2025
   author: GraemeMalcolm
   ms.author: gmalc
   ms.topic: learning-path
@@ -30,8 +30,12 @@ subjects:
 - artificial-intelligence
 products:
   - ai-services
+  - azure-cognitive-search
 modules:
 - learn.wwl.analyze-content-ai
 - learn.wwl.analyze-content-ai-api
+- learn.wwl.use-prebuilt-form-recognizer-models
+- learn.wwl.work-with-form-recognizer
+- learn.wwl.ai-knowledge-mining
 trophy:
   uid: learn.ai-extract-information.trophy

learn-pr/wwl-data-ai/ai-knowldge-mining/1-introduction.yml

@@ -0,0 +1,16 @@
+### YamlMime:ModuleUnit
+uid: learn.wwl.ai-knowledge-mining.introduction
+title: Introduction
+metadata:
+  title: Introduction
+  description: Introduction
+  author: graememalcolm
+  ms.author: gmalc
+  ms.date: 05/16/2025
+  ms.topic: unit
+  ms.collection:
+    - wwl-ai-copilot
+durationInMinutes: 1
+content: |
+  [!include[](includes/1-introduction.md)]
+

learn-pr/wwl-data-ai/ai-knowldge-mining/2-azure-ai-search.yml

@@ -0,0 +1,16 @@
+### YamlMime:ModuleUnit
+uid: learn.wwl.ai-knowledge-mining.azure-ai-search
+title: What is Azure AI Search?
+metadata:
+  title: What is Azure AI Search?
+  description: Introduction to Azure AI Search.
+  author: graememalcolm
+  ms.author: gmalc
+  ms.date: 05/16/2025
+  ms.topic: unit
+  ms.collection:
+    - wwl-ai-copilot
+durationInMinutes: 3
+content: |
+  [!include[](includes/2-azure-ai-search.md)]
+

learn-pr/wwl-data-ai/ai-knowldge-mining/3-index.yml

@@ -0,0 +1,17 @@
+### YamlMime:ModuleUnit
+uid: learn.wwl.ai-knowledge-mining.indexing
+title: Extract data with an indexer
+metadata:
+  title: Extract data with an indexer
+  description: Use an indexer to extract and index from a data source.
+  author: graememalcolm
+  ms.author: gmalc
+  ms.date: 05/16/2025
+  ms.topic: unit
+  ms.collection:
+    - wwl-ai-copilot
+durationInMinutes: 5
+content: |
+  [!include[](includes/3-index.md)]
+
+

learn-pr/wwl-data-ai/ai-knowldge-mining/4-ai-skills.yml

@@ -0,0 +1,16 @@
+### YamlMime:ModuleUnit
+uid: learn.wwl.ai-knowledge-mining.ai-skills
+title: Enrich extracted data with AI skills
+metadata:
+  title: Enrich extracted data with AI skills
+  description: Use AI skills to enrich data in your index.
+  author: graememalcolm
+  ms.author: gmalc
+  ms.date: 05/16/2025
+  ms.topic: unit
+  ms.collection:
+    - wwl-ai-copilot
+durationInMinutes: 5
+content: |
+  [!include[](includes/4-ai-skills.md)]
+

learn-pr/wwl-data-ai/ai-knowldge-mining/5-search-index.yml

@@ -0,0 +1,16 @@
+### YamlMime:ModuleUnit
+uid: learn.wwl.ai-knowledge-mining.search-index
+title: Search an index
+metadata:
+  title: Search an index
+  description: Query an index to find and filter documents.
+  author: graememalcolm
+  ms.author: gmalc
+  ms.date: 05/16/2025
+  ms.topic: unit
+  ms.collection:
+    - wwl-ai-copilot
+durationInMinutes: 5
+content: |
+  [!include[](includes/5-search-index.md)]
+

learn-pr/wwl-data-ai/ai-knowldge-mining/6-knowledge-store.yml

@@ -0,0 +1,16 @@
+### YamlMime:ModuleUnit
+uid: learn.wwl.ai-knowledge-mining.knowledge-store
+title: Persist extracted information in a knowledge store
+metadata:
+  title: Persist extracted information in a knowledge store
+  description: Use projections to persist extracted data in a knowledge store.
+  author: graememalcolm
+  ms.author: gmalc
+  ms.date: 05/16/2025
+  ms.topic: unit
+  ms.collection:
+    - wwl-ai-copilot
+durationInMinutes: 5
+content: |
+  [!include[](includes/6-knowledge-store.md)]
+

learn-pr/wwl-data-ai/ai-knowldge-mining/7-exercise.yml

@@ -0,0 +1,16 @@
+### YamlMime:ModuleUnit
+uid: learn.wwl.ai-knowledge-mining.exercise
+title: Exercise - Create a knowledge mining solution
+metadata:
+  title: Exercise - Create a knowledge mining solution
+  description: Use Azure AI Search to create a knowledge mining  solution.
+  author: graememalcolm
+  ms.author: gmalc
+  ms.date: 05/16/2025
+  ms.topic: unit
+  ms.collection:
+    - wwl-ai-copilot
+durationInMinutes: 40
+content: |
+  [!include[](includes/7-exercise.md)]
+

learn-pr/wwl-data-ai/ai-knowldge-mining/8-knowledge-check.yml

@@ -0,0 +1,51 @@
+### YamlMime:ModuleUnit
+uid: learn.wwl.ai-knowledge-mining.knowledge-check
+title: Module assessment
+metadata:
+  title: Module assessment
+  description: Knowledge check
+  author: graememalcolm
+  ms.author: gmalc
+  ms.date: 05/16/2025
+  ms.topic: unit
+  ms.collection:
+    - wwl-ai-copilot
+durationInMinutes: 3
+quiz:
+  title: "Check your knowledge"
+  questions:
+  - content: "Which component of an Azure AI Search solution is scheduled to extract and enrich data to populate an index?"
+    choices:
+    - content: "Indexer"
+      isCorrect: true
+      explanation: "Correct. An indexer is run to extract data and populate an index."
+    - content: "Projection"
+      isCorrect: false
+      explanation: "Incorrect.A projection is used to store extracted data in a knowledge store."
+    - content: "Query"
+      isCorrect: false
+      explanation: "Incorrect. A query is used to search an index."
+  - content: "Which service supports built-in AI skills in Azure AI Search?"
+    choices:
+    - content: "Azure Functions"
+      isCorrect: false
+      explanation: "Incorrect. Azure Functions can be used to implement custom skills, but isn't required for built-in skills."
+    - content: "Azure AI services"
+      isCorrect: true
+      explanation: "Correct. An Azure AI services resource is required to support built-in skills."
+    - content: "Azure Cosmos DB"
+      isCorrect: false
+      explanation: "Incorrect. Azure Cosmos DB could be a data source fo Azure AI Search, but it isn't required for built-in skills."
+  - content: "Which kind of projection results in a relational data schema for extracted fields?"
+    choices:
+    - content: "File"
+      isCorrect: false
+      explanation: "Incorrect. File projections are used to store extracted images as files."
+    - content: "Object"
+      isCorrect: false
+      explanation: "Incorrect. Object projections are used to store extracted documents as JSON files."
+    - content: "Table"
+      isCorrect: true
+      explanation: "Correct. Use table projections to persist extracted data in a relational schema."
+
+

learn-pr/wwl-data-ai/ai-knowldge-mining/9-summary.yml

@@ -0,0 +1,16 @@
+### YamlMime:ModuleUnit
+uid: learn.wwl.ai-knowledge-mining.summary
+title: Summary
+metadata:
+  title: Summary
+  description: Summarize what you've learned about knowledge mining.
+  author: graememalcolm
+  ms.author: gmalc
+  ms.date: 05/16/2025
+  ms.topic: unit
+  ms.collection:
+    - wwl-ai-copilot
+durationInMinutes: 1
+content: |
+  [!include[](includes/9-summary.md)]
+