Update embeddings_batch_processing.ipynb (#13461)

Author: twishabansal

alloydb/notebooks/embeddings_batch_processing.ipynb

@@ -31,7 +31,7 @@
    "source": [
     "# Generate and store embeddings with batch processing\n",
     "\n",
-    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/GoogleCloudPlatform/python-docs-samples/blob/main/alloydb/notebooks/generate_batch_embeddings.ipynb)\n",
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/GoogleCloudPlatform/python-docs-samples/blob/main/alloydb/notebooks/embeddings_batch_processing.ipynb)\n",
     "\n",
     "---\n",
     "## Introduction\n",