csiebler/azure-search-custom-skill

This repo shows a simple custom skill for Azure Cognitive Search

azure-search-custom-skill

Steps to use this custom skill:

1. Adapt regex

2. Deploy skill to Azure Function (Python) using vscodes or az cli

3. Add skill entry to skillset and adapt fields

   ...
   {
       "@odata.type": "#Microsoft.Skills.Custom.WebApiSkill",
       "name": "productids",
       "description": "RegEx extraction Skill",
       "uri": "https://<name>.azurewebsites.net/api/RegexExtractor?code=<key>",
       "context": "/document/merged_content",
       "inputs": [
           {
               "name": "text",
               "source": "/document/merged_content"
           }
       ],
       "outputs": [
           {
               "name": "matches",
               "targetName": "product_ids"
           }
       ]
   },
   ...
   

4. Create new field of type Collection(Edm.String) in index

5. Add entry for outputFieldMappings to indexer

   ...
   {
       "sourceFieldName": "/document/merged_content/product_ids",
       "targetFieldName": "product_ids"
   },
   ...
   

6. Re-index data