update pipeline and 05 header

jswortz · Sep 26, 2023 · 3274313 · 3274313
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diff --git a/05-candidate-generation.ipynb b/05-candidate-generation.ipynb
@@ -5,13 +5,13 @@
    "id": "23dce37d-64a0-4acd-9601-7ddcf6c25c8f",
    "metadata": {},
    "source": [
-    "# Candidate Generation\n",
+    "# Generate candidate embeddings and deploy to Matching Engine Index Endpoint\n",
     "\n",
     "After Two-Tower training, the `candidate_tower` is used to convert all candidate items into embeddings.\n",
     "\n",
     "The embeddings are indexed and deployed to an index endpoint for serving.\n",
     "\n",
-    "Steps performed in this notebook:\n",
+    "**Steps performed in this notebook:**\n",
     "\n",
     "* Load trained candidate tower\n",
     "* Generate candidate track embeddings\n",
@@ -1185,7 +1185,7 @@
     }
    ],
    "source": [
-    "INDEX_GCS_URI = f'gs://{BUCKET_NAME}/{PATH_TO_ARTIFACT_DIR}/candidates-{VERSION}'\n",
+    "INDEX_GCS_URI = f'gs://{BUCKET_NAME}/{PATH_TO_ARTIFACT_DIR}/candidate-embeddings-{VERSION}'\n",
     "\n",
     "DESTINATION_BLOB_NAME = embeddings_index_filename\n",
     "SOURCE_FILE_NAME = embeddings_index_filename\n",