diff --git a/.gitignore b/.gitignore
index ee3dd32b..f8e77cdd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -12,4 +12,6 @@ data/
 credentials.env
 .azure/
 .vscode/
-infra/target/
\ No newline at end of file
+infra/target/
+apps/frontend/frontend.zip
+apps/backend/backend.zip
diff --git a/01-Load-Data-ACogSearch.ipynb b/01-Load-Data-ACogSearch.ipynb
index a7446280..35eb3db0 100644
--- a/01-Load-Data-ACogSearch.ipynb
+++ b/01-Load-Data-ACogSearch.ipynb
@@ -255,52 +255,52 @@
     "                }\n",
     "            ]\n",
     "        },\n",
-    "        {\n",
-    "            \"@odata.type\": \"#Microsoft.Skills.Text.KeyPhraseExtractionSkill\",\n",
-    "            \"context\": \"/document/pages/*\",\n",
-    "            \"maxKeyPhraseCount\": 2,\n",
-    "            \"defaultLanguageCode\": \"en\",\n",
-    "            \"inputs\": [\n",
-    "                {\n",
-    "                    \"name\": \"text\", \n",
-    "                    \"source\": \"/document/pages/*\"\n",
-    "                }\n",
-    "            ],\n",
-    "            \"outputs\": [\n",
-    "                {\n",
-    "                    \"name\": \"keyPhrases\",\n",
-    "                    \"targetName\": \"keyPhrases\"\n",
-    "                }\n",
-    "            ]\n",
-    "        },\n",
-    "        {\n",
-    "            \"@odata.type\": \"#Microsoft.Skills.Text.V3.EntityRecognitionSkill\",\n",
-    "            \"context\": \"/document/pages/*\",\n",
-    "            \"categories\": [\"Person\", \"URL\", \"Email\"],\n",
-    "            \"minimumPrecision\": 0.5, \n",
-    "            \"defaultLanguageCode\": \"en\",\n",
-    "            \"inputs\": [\n",
-    "                {\n",
-    "                    \"name\": \"text\", \n",
-    "                    \"source\":\"/document/pages/*\"\n",
-    "                }\n",
-    "            ],\n",
-    "            \"outputs\": [\n",
-    "                {\n",
-    "                    \"name\": \"persons\", \n",
-    "                    \"targetName\": \"persons\"\n",
-    "                },\n",
-    "                {\n",
-    "                    \"name\": \"urls\", \n",
-    "                    \"targetName\": \"urls\"\n",
-    "                },\n",
-    "                {\n",
-    "                    \"name\": \"emails\", \n",
-    "                    \"targetName\": \"emails\"\n",
-    "                }\n",
-    "            ]\n",
-    "        }\n",
-    "    ],\n",
+    "    #     {\n",
+    "    #         \"@odata.type\": \"#Microsoft.Skills.Text.KeyPhraseExtractionSkill\",\n",
+    "    #         \"context\": \"/document/pages/*\",\n",
+    "    #         \"maxKeyPhraseCount\": 2,\n",
+    "    #         \"defaultLanguageCode\": \"en\",\n",
+    "    #         \"inputs\": [\n",
+    "    #             {\n",
+    "    #                 \"name\": \"text\", \n",
+    "    #                 \"source\": \"/document/pages/*\"\n",
+    "    #             }\n",
+    "    #         ],\n",
+    "    #         \"outputs\": [\n",
+    "    #             {\n",
+    "    #                 \"name\": \"keyPhrases\",\n",
+    "    #                 \"targetName\": \"keyPhrases\"\n",
+    "    #             }\n",
+    "    #         ]\n",
+    "    #     },\n",
+    "    #     {\n",
+    "    #         \"@odata.type\": \"#Microsoft.Skills.Text.V3.EntityRecognitionSkill\",\n",
+    "    #         \"context\": \"/document/pages/*\",\n",
+    "    #         \"categories\": [\"Person\", \"URL\", \"Email\"],\n",
+    "    #         \"minimumPrecision\": 0.5, \n",
+    "    #         \"defaultLanguageCode\": \"en\",\n",
+    "    #         \"inputs\": [\n",
+    "    #             {\n",
+    "    #                 \"name\": \"text\", \n",
+    "    #                 \"source\":\"/document/pages/*\"\n",
+    "    #             }\n",
+    "    #         ],\n",
+    "    #         \"outputs\": [\n",
+    "    #             {\n",
+    "    #                 \"name\": \"persons\", \n",
+    "    #                 \"targetName\": \"persons\"\n",
+    "    #             },\n",
+    "    #             {\n",
+    "    #                 \"name\": \"urls\", \n",
+    "    #                 \"targetName\": \"urls\"\n",
+    "    #             },\n",
+    "    #             {\n",
+    "    #                 \"name\": \"emails\", \n",
+    "    #                 \"targetName\": \"emails\"\n",
+    "    #             }\n",
+    "    #         ]\n",
+    "    #     }\n",
+    "    # ],\n",
     "    \"cognitiveServices\": {\n",
     "        \"@odata.type\": \"#Microsoft.Azure.Search.CognitiveServicesByKey\",\n",
     "        \"description\": os.environ['COG_SERVICES_NAME'],\n",
diff --git a/credentials.env b/credentials.env
index ae51d9ce..5ecbde28 100644
--- a/credentials.env
+++ b/credentials.env
@@ -4,7 +4,7 @@ AZURE_OPENAI_API_VERSION="2023-05-15"
 BING_SEARCH_URL = "https://api.bing.microsoft.com/v7.0/search"
 
 # Demo Data (edit with your own if you want to use your own data)
-BLOB_CONNECTION_STRING="BlobEndpoint=https://datasetsgptsmartsearch.blob.core.windows.net/;QueueEndpoint=https://datasetsgptsmartsearch.queue.core.windows.net/;FileEndpoint=https://datasetsgptsmartsearch.file.core.windows.net/;TableEndpoint=https://datasetsgptsmartsearch.table.core.windows.net/;SharedAccessSignature=sv=2022-11-02&ss=b&srt=sco&sp=rl&se=2026-01-03T02:11:44Z&st=2024-01-02T18:11:44Z&spr=https&sig=ngrEqvqBVaxyuSYqgPVeF%2B9c0fXLs94v3ASgwg7LDBs%3D"
+BLOB_CONNECTION_STRING="BlobEndpoint=https://datasetsgptsmartsearch.blob.core.windows.net/;SharedAccessSignature=sv=2022-11-02&ss=b&srt=sco&sp=rl&se=2026-01-03T02:11:44Z&st=2024-01-02T18:11:44Z&spr=https&sig=ngrEqvqBVaxyuSYqgPVeF%2B9c0fXLs94v3ASgwg7LDBs%3D"
 BLOB_SAS_TOKEN="?sv=2022-11-02&ss=b&srt=sco&sp=rl&se=2026-01-03T02:11:44Z&st=2024-01-02T18:11:44Z&spr=https&sig=ngrEqvqBVaxyuSYqgPVeF%2B9c0fXLs94v3ASgwg7LDBs%3D"
 
 # Edit with your own azure services values