@@ -11,6 +11,25 @@ Last updated: 2025-11-24
1111
1212> This automation handles the complete data pipeline setup for the Azure AI Shopping application.
1313
14+
15+ <details >
16+ <summary ><b >Table of Content</b > (Click to expand)</summary >
17+
18+ - [ Usage] ( #usage )
19+ - [ Data Files] ( #data-files )
20+ - [ Scripts] ( #scripts )
21+ - [ Troubleshooting] ( #troubleshooting )
22+ - [ Configuration] ( #configuration )
23+ - [ Environment Variable Reference] ( #environment-variable-reference )
24+ - [ Verification] ( #verification )
25+ - [ Check Cosmos DB] ( #check-cosmos-db )
26+ - [ Check Search Index] ( #check-search-index )
27+ - [ Query Search Index] ( #query-search-index )
28+ - [ Next Steps] ( #next-steps )
29+
30+ </details >
31+
32+
1433> [ !NOTE]
1534> What It Does:
1635> The data pipeline automation performs the following tasks:
@@ -202,7 +221,7 @@ AZURE_OPENAI_API_KEY=...
202221AZURE_OPENAI_EMBEDDING_DEPLOYMENT=text-embedding-3-small
203222```
204223
205- ### Environment Variable Reference
224+ ## Environment Variable Reference
206225
207226| Variable | Default | Description |
208227| ----------------------------| ---------| --------------------------------------------------------|
@@ -217,7 +236,7 @@ AZURE_OPENAI_EMBEDDING_DEPLOYMENT=text-embedding-3-small
217236
218237> After running the pipeline, verify data was imported:
219238
220- ### Check Cosmos DB
239+ ## Check Cosmos DB
221240``` powershell
222241az cosmosdb sql container show \
223242 --account-name <cosmos-account> \
@@ -226,15 +245,15 @@ az cosmosdb sql container show \
226245 --resource-group <rg-name>
227246```
228247
229- ### Check Search Index
248+ ## Check Search Index
230249``` powershell
231250az search index show \
232251 --index-name products-index \
233252 --service-name <search-service> \
234253 --resource-group <rg-name>
235254```
236255
237- ### Query Search Index
256+ ## Query Search Index
238257``` powershell
239258az search index show-statistics \
240259 --index-name products-index \
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