Image capturing Flow updates

.env.example

@@ -339,6 +339,22 @@ ENABLE_SERVER_OCR=true
 #IMAGE_IDENTIFY_MIN_IMAGE_SCORE=0.70
 #IMAGE_IDENTIFY_MIN_TEXT_SCORE=0.60
 
+# Capture-to-catalog: when identify cannot confirm a photo, read the label and -
+# for a brand already in the catalog - add the product through the 11-stage
+# pipeline in the background (validation_status=needs_review). The response
+# carries a provisional card and a job id to poll at
+# GET /api/search/identify/jobs/{id}. OFF by default: it is the only way a
+# public route writes to a brand table. See app/services/capture_discovery.py.
+ENABLE_CAPTURE_DISCOVERY=false
+#CAPTURE_DIR=/app/data/captures
+#CAPTURE_QUEUE_MAX=8
+#CAPTURE_MAX_PER_CLIENT_PER_HOUR=20
+# The API's public base URL. Set it to let the colleague's photo become the
+# product image when the web search finds none; blank = never.
+#CAPTURE_PUBLIC_BASE_URL=https://api.example.com
+#CAPTURE_RETAIL_CHECK=true
+#CAPTURE_USE_LLM=true
+
 # Product SKU: try a live web search for a real marketplace product ID
 # (Amazon ASIN, Flipkart PID, etc.) before falling back to an internal SKU.
 # Set to false to always generate internal SKUs only (faster, offline-safe).