perf: Update OpenAI Embedding with latest embedding model (microsoft#…

…1938) * Update CognitiveServices - OpenAI Embedding.ipynb * Update CognitiveServices - OpenAI.ipynb * Update CognitiveServices - OpenAI Embedding.ipynb * Update CognitiveServices - OpenAI.ipynb * Update CognitiveServices - OpenAI Embedding.ipynb * Update CognitiveServices - OpenAI.ipynb --------- Co-authored-by: Mark Hamilton <[email protected]>
imatiach-msft · Jun 6, 2023 · fc5d699 · fc5d699
1 parent e5144f2
commit fc5d699
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Showing 2 changed files with 5 additions and 5 deletions.
diff --git a/notebooks/features/cognitive_services/CognitiveServices - OpenAI Embedding.ipynb b/notebooks/features/cognitive_services/CognitiveServices - OpenAI Embedding.ipynb
@@ -70,9 +70,9 @@
     "    from notebookutils.visualization import display\n",
     "\n",
     "# Fill in the following lines with your service information\n",
+    "# Learn more about selecting which embedding model to choose: https://openai.com/blog/new-and-improved-embedding-model\n",
     "service_name = \"synapseml-openai\"\n",
-    "deployment_name_embeddings = \"text-search-ada-doc-001\"\n",
-    "deployment_name_embeddings_query = \"text-search-ada-query-001\"\n",
+    "deployment_name_embeddings = \"text-embedding-ada-002\"\n",
     "\n",
     "key = find_secret(\"openai-api-key\")  # please replace this with your key as a string\n",
     "\n",
@@ -383,7 +383,7 @@
     "embedding_query = (\n",
     "    OpenAIEmbedding()\n",
     "    .setSubscriptionKey(key)\n",
-    "    .setDeploymentName(deployment_name_embeddings_query)\n",
+    "    .setDeploymentName(deployment_name_embeddings)\n",
     "    .setCustomServiceName(service_name)\n",
     "    .setTextCol(\"query\")\n",
     "    .setErrorCol(\"error\")\n",

diff --git a/notebooks/features/cognitive_services/CognitiveServices - OpenAI.ipynb b/notebooks/features/cognitive_services/CognitiveServices - OpenAI.ipynb
@@ -70,10 +70,10 @@
     "    from notebookutils.visualization import display\n",
     "\n",
     "# Fill in the following lines with your service information\n",
+    "# Learn more about selecting which embedding model to choose: https://openai.com/blog/new-and-improved-embedding-model\n",
     "service_name = \"synapseml-openai\"\n",
     "deployment_name = \"gpt-35-turbo\"\n",
-    "deployment_name_embeddings = \"text-search-ada-doc-001\"\n",
-    "deployment_name_embeddings_query = \"text-search-ada-query-001\"\n",
+    "deployment_name_embeddings = \"text-embedding-ada-002\"\n",
     "\n",
     "key = find_secret(\n",
     "    \"openai-api-key\"\n",