@@ -31,8 +31,7 @@ Last updated: 2025-11-24
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3232
3333> [ !NOTE]
34- > What It Does:
35- > The data pipeline automation performs the following tasks:
34+ > What It Does? The data pipeline automation performs the following tasks:
3635> 1 . ** Creates Python Virtual Environment** : Sets up an isolated Python environment with all required dependencies
3736> 2 . ** Imports Data to Cosmos DB** : Loads product catalog data from CSV into Cosmos DB container
3837> 3 . ** Creates Azure AI Search Index** : Sets up a search index with vector search capabilities
@@ -223,14 +222,14 @@ AZURE_OPENAI_EMBEDDING_DEPLOYMENT=text-embedding-3-small
223222
224223## Environment Variable Reference
225224
226- | Variable | Default | Description |
227- | ----------------------------| ---------| -------------------------------------------------------- |
228- | ` COSMOS_SKIP_IF_EXISTS ` | ` true ` | Skip import if container already has data |
229- | ` COSMOS_FORCE_INGEST ` | ` false ` | Force re-import even if data exists (overrides skip) |
230- | ` COSMOS_DB_ENDPOINT ` | - | Cosmos DB account endpoint URL |
231- | ` COSMOS_DB_KEY ` | - | Cosmos DB account key (optional if using AAD) |
232- | ` COSMOS_DB_NAME ` | - | Database name |
233- | ` COSMOS_DB_CONTAINER_NAME ` | - | Container name for product catalog |
225+ | Variable | Default | Description |
226+ | ----------------------------| ---------| -------------------------------------------------------|
227+ | ` COSMOS_SKIP_IF_EXISTS ` | ` true ` | Skip import if container already has data |
228+ | ` COSMOS_FORCE_INGEST ` | ` false ` | Force re-import even if data exists (overrides skip) |
229+ | ` COSMOS_DB_ENDPOINT ` | - | Cosmos DB account endpoint URL |
230+ | ` COSMOS_DB_KEY ` | - | Cosmos DB account key (optional if using AAD) |
231+ | ` COSMOS_DB_NAME ` | - | Database name |
232+ | ` COSMOS_DB_CONTAINER_NAME ` | - | Container name for product catalog |
234233
235234## Verification
236235
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