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romainfd commited on
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e182f50
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1 Parent(s): b944ebc

Allowing GPT4

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Files changed (1) hide show
  1. LangChain_QA_Panel_App.ipynb +46 -36
LangChain_QA_Panel_App.ipynb CHANGED
@@ -12,7 +12,7 @@
12
  },
13
  {
14
  "cell_type": "code",
15
- "execution_count": 61,
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  "id": "a181568b-9cde-4a55-a853-4d2a41dbfdad",
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  "metadata": {
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  "tags": []
@@ -24,12 +24,21 @@
24
  },
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  {
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  "cell_type": "code",
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- "execution_count": 74,
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  "id": "9a464409-d064-4766-a9cb-5119f6c4b8f5",
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  "metadata": {
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  "tags": []
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  },
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- "outputs": [],
 
 
 
 
 
 
 
 
 
33
  "source": [
34
  "import os \n",
35
  "from langchain.chains import RetrievalQA\n",
@@ -46,7 +55,7 @@
46
  },
47
  {
48
  "cell_type": "code",
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- "execution_count": 75,
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  "id": "965a6847-1ae6-4a31-9bee-22aed67c4b48",
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  "metadata": {},
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  "outputs": [],
@@ -246,7 +255,7 @@
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  },
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  {
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  "cell_type": "code",
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- "execution_count": 76,
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  "id": "28802097-6efb-4d57-a4d4-f11d0c005d4a",
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  "metadata": {},
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  "outputs": [],
@@ -269,7 +278,7 @@
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  },
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  {
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  "cell_type": "code",
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- "execution_count": 77,
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  "id": "b2d07ea5-9ff2-4c96-a8dc-92895d870b73",
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  "metadata": {
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  "tags": []
@@ -847,12 +856,12 @@
847
  "data": {
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  "application/vnd.holoviews_exec.v0+json": "",
849
  "text/html": [
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- "<div id='fb746722-34b2-46e8-a3b8-e4c05389b570'>\n",
851
- " <div id=\"abfc7524-75a2-452e-90c6-01b8a8ef4c60\" data-root-id=\"fb746722-34b2-46e8-a3b8-e4c05389b570\" style=\"display: contents;\"></div>\n",
852
  "</div>\n",
853
  "<script type=\"application/javascript\">(function(root) {\n",
854
- " var docs_json = {\"5a338e45-d91e-415b-ad1a-fe5777141a6b\":{\"version\":\"3.3.3\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"panel.models.browser.BrowserInfo\",\"id\":\"fb746722-34b2-46e8-a3b8-e4c05389b570\"},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"037d6289-5374-4f1d-a650-3b9f58ca9083\",\"attributes\":{\"plot_id\":\"fb746722-34b2-46e8-a3b8-e4c05389b570\",\"comm_id\":\"58c72e127e94490a83eb3e6e46cc5635\",\"client_comm_id\":\"2632c76fad764950988dc0e04d17d369\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"mode\",\"kind\":\"Any\",\"default\":\"warn\"},{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"copy_to_clipboard1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationAreaBase1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]}]}};\n",
855
- " var render_items = [{\"docid\":\"5a338e45-d91e-415b-ad1a-fe5777141a6b\",\"roots\":{\"fb746722-34b2-46e8-a3b8-e4c05389b570\":\"abfc7524-75a2-452e-90c6-01b8a8ef4c60\"},\"root_ids\":[\"fb746722-34b2-46e8-a3b8-e4c05389b570\"]}];\n",
856
  " var docs = Object.values(docs_json)\n",
857
  " if (!docs) {\n",
858
  " return\n",
@@ -916,7 +925,7 @@
916
  },
917
  "metadata": {
918
  "application/vnd.holoviews_exec.v0+json": {
919
- "id": "fb746722-34b2-46e8-a3b8-e4c05389b570"
920
  }
921
  },
922
  "output_type": "display_data"
@@ -924,10 +933,10 @@
924
  {
925
  "data": {
926
  "text/plain": [
927
- "<param.parameterized._ParametersRestorer at 0x16a93d280>"
928
  ]
929
  },
930
- "execution_count": 77,
931
  "metadata": {},
932
  "output_type": "execute_result"
933
  }
@@ -942,7 +951,7 @@
942
  },
943
  {
944
  "cell_type": "code",
945
- "execution_count": 103,
946
  "id": "763db4d0-3436-41d3-8b0f-e66ce16468cd",
947
  "metadata": {
948
  "tags": []
@@ -981,7 +990,7 @@
981
  },
982
  {
983
  "cell_type": "code",
984
- "execution_count": 104,
985
  "id": "9b83cc06-3401-498f-8f84-8a98370f3121",
986
  "metadata": {
987
  "tags": []
@@ -1022,16 +1031,17 @@
1022
  "\n",
1023
  " # PARAMS\n",
1024
  " if model == 'GPT 4':\n",
1025
- " if \"_gpt4_\" in query:\n",
1026
- " llm = gpt4turbo_chat\n",
1027
- " query = query.replace(\"_gpt4_\", \"\")\n",
1028
- " else:\n",
1029
- " print(\"blocking GPT4!\")\n",
1030
- " return {\n",
1031
- " 'query': query,\n",
1032
- " 'result': \"GPT 4 désactivé, veuillez contacter l'administrateur\",\n",
1033
- " 'source_documents': []\n",
1034
- " }\n",
 
1035
  " else: \n",
1036
  " llm = gpt35_chat\n",
1037
  " embeddings = openai_embeddings # openai_embeddings, inference_embeddings\n",
@@ -1061,7 +1071,7 @@
1061
  },
1062
  {
1063
  "cell_type": "code",
1064
- "execution_count": 105,
1065
  "id": "60e1b3d3-c0d2-4260-ae0c-26b03f1b8824",
1066
  "metadata": {},
1067
  "outputs": [],
@@ -1089,12 +1099,12 @@
1089
  " )\n",
1090
  " )\n",
1091
  " ])\n",
1092
- " return pn.Column(*convos, margin=15, width=875, min_height=400)\n"
1093
  ]
1094
  },
1095
  {
1096
  "cell_type": "code",
1097
- "execution_count": 106,
1098
  "id": "c3a70857-0b98-4f62-a9c0-b62ca42b474c",
1099
  "metadata": {
1100
  "tags": []
@@ -1109,7 +1119,7 @@
1109
  },
1110
  {
1111
  "cell_type": "code",
1112
- "execution_count": 107,
1113
  "id": "228e2b42-b1ed-43af-b923-031a70241ab0",
1114
  "metadata": {
1115
  "tags": []
@@ -1121,7 +1131,7 @@
1121
  },
1122
  {
1123
  "cell_type": "code",
1124
- "execution_count": 108,
1125
  "id": "1b0ec253-2bcd-4f91-96d8-d8456e900a58",
1126
  "metadata": {
1127
  "tags": []
@@ -1136,12 +1146,12 @@
1136
  "data": {
1137
  "application/vnd.holoviews_exec.v0+json": "",
1138
  "text/html": [
1139
- "<div id='82d202c9-fe96-433b-a7c4-22b067ee4992'>\n",
1140
- " <div id=\"ec59ee3c-89b1-46c1-a0a8-ef1cf20ca7f3\" data-root-id=\"82d202c9-fe96-433b-a7c4-22b067ee4992\" style=\"display: contents;\"></div>\n",
1141
  "</div>\n",
1142
  "<script type=\"application/javascript\">(function(root) {\n",
1143
- " var docs_json = {\"d94c45f5-345e-4d21-a4e0-412c0a918625\":{\"version\":\"3.3.3\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"panel.models.layout.Column\",\"id\":\"82d202c9-fe96-433b-a7c4-22b067ee4992\",\"attributes\":{\"name\":\"Column01001\",\"stylesheets\":[\"\\n:host(.pn-loading.pn-arc):before, .pn-loading.pn-arc:before {\\n background-image: url(\\\"data:image/svg+xml;base64,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\\\");\\n background-size: auto calc(min(50%, 400px));\\n}\",{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"3420bae4-60ad-4689-85bd-908cbdb29f32\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.3.7/dist/css/loading.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"11622dd9-640b-4222-849e-8900e1946dc4\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.3.7/dist/css/listpanel.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"d67a6880-3a1e-4842-935a-3e69e5892477\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.3.7/dist/bundled/theme/default.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"59b75004-751f-49c2-b4d8-bc866de8aabf\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.3.7/dist/bundled/theme/native.css\"}}],\"min_width\":940,\"margin\":0,\"sizing_mode\":\"stretch_width\",\"align\":\"start\",\"children\":[{\"type\":\"object\",\"name\":\"panel.models.markup.HTML\",\"id\":\"58bde49a-cfb1-4374-aacc-1b664ccabba4\",\"attributes\":{\"css_classes\":[\"markdown\"],\"stylesheets\":[\"\\n:host(.pn-loading.pn-arc):before, .pn-loading.pn-arc:before {\\n background-image: url(\\\"data:image/svg+xml;base64,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\\\");\\n background-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"3420bae4-60ad-4689-85bd-908cbdb29f32\"},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"c1c2fddf-2409-4d84-b994-14af5905846b\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.3.7/dist/css/markdown.css\"}},{\"id\":\"d67a6880-3a1e-4842-935a-3e69e5892477\"},{\"id\":\"59b75004-751f-49c2-b4d8-bc866de8aabf\"}],\"margin\":[5,10],\"sizing_mode\":\"stretch_width\",\"align\":\"start\",\"text\":\"&lt;h2 id=&quot;support-mode-secours-si-samu&quot;&gt;Support mode secours SI-SAMU &lt;a class=&quot;header-anchor&quot; href=&quot;#support-mode-secours-si-samu&quot;&gt;\\u00b6&lt;/a&gt;&lt;/h2&gt;\\n&lt;p&gt;Cet assistant a \\u00e9t\\u00e9 entrain\\u00e9 sur&lt;/p&gt;\\n&lt;ul&gt;\\n&lt;li&gt;la documentation produit du Bandeau SI-SAMU (partie &amp;quot;12. 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+ "name": "stderr",
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  "import os \n",
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  "from langchain.chains import RetrievalQA\n",
 
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+ "execution_count": 3,
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  "<script type=\"application/javascript\">(function(root) {\n",
863
+ " var docs_json = {\"a0d2240f-e4d5-4507-bd48-fbce413fa463\":{\"version\":\"3.3.3\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"panel.models.browser.BrowserInfo\",\"id\":\"ac7415e8-ffed-4cb8-bfe1-b4076fde7a73\"},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"8e0c0dcf-1d17-49ca-905a-435f0ef813d3\",\"attributes\":{\"plot_id\":\"ac7415e8-ffed-4cb8-bfe1-b4076fde7a73\",\"comm_id\":\"e664849d9a16467bbcbba6d9d9756885\",\"client_comm_id\":\"c9a00fcf8e7c4ca78b1cfc41e0d4c30e\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"mode\",\"kind\":\"Any\",\"default\":\"warn\"},{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"copy_to_clipboard1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationAreaBase1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]}]}};\n",
864
+ " var render_items = [{\"docid\":\"a0d2240f-e4d5-4507-bd48-fbce413fa463\",\"roots\":{\"ac7415e8-ffed-4cb8-bfe1-b4076fde7a73\":\"f54786be-b1e8-4408-af28-6ff814ddce11\"},\"root_ids\":[\"ac7415e8-ffed-4cb8-bfe1-b4076fde7a73\"]}];\n",
865
  " var docs = Object.values(docs_json)\n",
866
  " if (!docs) {\n",
867
  " return\n",
 
925
  },
926
  "metadata": {
927
  "application/vnd.holoviews_exec.v0+json": {
928
+ "id": "ac7415e8-ffed-4cb8-bfe1-b4076fde7a73"
929
  }
930
  },
931
  "output_type": "display_data"
 
933
  {
934
  "data": {
935
  "text/plain": [
936
+ "<param.parameterized._ParametersRestorer at 0x12e15f7c0>"
937
  ]
938
  },
939
+ "execution_count": 5,
940
  "metadata": {},
941
  "output_type": "execute_result"
942
  }
 
951
  },
952
  {
953
  "cell_type": "code",
954
+ "execution_count": 6,
955
  "id": "763db4d0-3436-41d3-8b0f-e66ce16468cd",
956
  "metadata": {
957
  "tags": []
 
990
  },
991
  {
992
  "cell_type": "code",
993
+ "execution_count": 7,
994
  "id": "9b83cc06-3401-498f-8f84-8a98370f3121",
995
  "metadata": {
996
  "tags": []
 
1031
  "\n",
1032
  " # PARAMS\n",
1033
  " if model == 'GPT 4':\n",
1034
+ " llm = gpt4turbo_cha\n",
1035
+ " # if \"_gpt4_\" in query:\n",
1036
+ " # llm = gpt4turbo_chat\n",
1037
+ " # query = query.replace(\"_gpt4_\", \"\")\n",
1038
+ " # else:\n",
1039
+ " # print(\"blocking GPT4!\")\n",
1040
+ " # return {\n",
1041
+ " # 'query': query,\n",
1042
+ " # 'result': \"GPT 4 désactivé, veuillez contacter l'administrateur\",\n",
1043
+ " # 'source_documents': []\n",
1044
+ " # }\n",
1045
  " else: \n",
1046
  " llm = gpt35_chat\n",
1047
  " embeddings = openai_embeddings # openai_embeddings, inference_embeddings\n",
 
1071
  },
1072
  {
1073
  "cell_type": "code",
1074
+ "execution_count": 8,
1075
  "id": "60e1b3d3-c0d2-4260-ae0c-26b03f1b8824",
1076
  "metadata": {},
1077
  "outputs": [],
 
1099
  " )\n",
1100
  " )\n",
1101
  " ])\n",
1102
+ " return pn.Column(*convos[::-1], margin=15, width=875, min_height=400)\n"
1103
  ]
1104
  },
1105
  {
1106
  "cell_type": "code",
1107
+ "execution_count": 9,
1108
  "id": "c3a70857-0b98-4f62-a9c0-b62ca42b474c",
1109
  "metadata": {
1110
  "tags": []
 
1119
  },
1120
  {
1121
  "cell_type": "code",
1122
+ "execution_count": 10,
1123
  "id": "228e2b42-b1ed-43af-b923-031a70241ab0",
1124
  "metadata": {
1125
  "tags": []
 
1131
  },
1132
  {
1133
  "cell_type": "code",
1134
+ "execution_count": 11,
1135
  "id": "1b0ec253-2bcd-4f91-96d8-d8456e900a58",
1136
  "metadata": {
1137
  "tags": []
 
1146
  "data": {
1147
  "application/vnd.holoviews_exec.v0+json": "",
1148
  "text/html": [
1149
+ "<div id='57d53327-d9fe-47fd-9823-d1ed68ee7ade'>\n",
1150
+ " <div id=\"b24027bc-cdf7-4a2d-9317-f09d80a683be\" data-root-id=\"57d53327-d9fe-47fd-9823-d1ed68ee7ade\" style=\"display: contents;\"></div>\n",
1151
  "</div>\n",
1152
  "<script type=\"application/javascript\">(function(root) {\n",
1153
+ " var docs_json = {\"8cdfff7f-d95c-4d36-8405-42fa3d8101e9\":{\"version\":\"3.3.3\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"panel.models.layout.Column\",\"id\":\"57d53327-d9fe-47fd-9823-d1ed68ee7ade\",\"attributes\":{\"name\":\"Column00160\",\"stylesheets\":[\"\\n:host(.pn-loading.pn-arc):before, .pn-loading.pn-arc:before {\\n background-image: url(\\\"data:image/svg+xml;base64,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\\\");\\n background-size: auto calc(min(50%, 400px));\\n}\",{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"436e406e-9ddc-46cb-9b73-e3142ed35e6a\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.3.7/dist/css/loading.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"d33bd075-1728-4bac-b87a-68b57954fc69\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.3.7/dist/css/listpanel.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"c6068ee7-0eea-4bd4-959b-609fe18e783f\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.3.7/dist/bundled/theme/default.css\"}},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"baf91d2c-d865-47f8-a064-42d7be9ff64c\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.3.7/dist/bundled/theme/native.css\"}}],\"min_width\":940,\"margin\":0,\"sizing_mode\":\"stretch_width\",\"align\":\"start\",\"children\":[{\"type\":\"object\",\"name\":\"panel.models.markup.HTML\",\"id\":\"de824a80-f186-4e9a-a516-9bb4bc300b22\",\"attributes\":{\"css_classes\":[\"markdown\"],\"stylesheets\":[\"\\n:host(.pn-loading.pn-arc):before, .pn-loading.pn-arc:before {\\n background-image: url(\\\"data:image/svg+xml;base64,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\\\");\\n background-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"436e406e-9ddc-46cb-9b73-e3142ed35e6a\"},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"890543ff-b377-482c-9288-2e15ed24939a\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.3.7/dist/css/markdown.css\"}},{\"id\":\"c6068ee7-0eea-4bd4-959b-609fe18e783f\"},{\"id\":\"baf91d2c-d865-47f8-a064-42d7be9ff64c\"}],\"margin\":[5,10],\"sizing_mode\":\"stretch_width\",\"align\":\"start\",\"text\":\"&lt;h2 id=&quot;support-mode-secours-si-samu&quot;&gt;Support mode secours SI-SAMU &lt;a class=&quot;header-anchor&quot; href=&quot;#support-mode-secours-si-samu&quot;&gt;\\u00b6&lt;/a&gt;&lt;/h2&gt;\\n&lt;p&gt;Cet assistant a \\u00e9t\\u00e9 entrain\\u00e9 sur&lt;/p&gt;\\n&lt;ul&gt;\\n&lt;li&gt;la documentation produit du Bandeau SI-SAMU (partie &amp;quot;12. Fonctionnement en mode d\\u00e9grad\\u00e9&amp;quot;)&lt;/li&gt;\\n&lt;li&gt;la &lt;a href=&quot;https://www.youtube.com/watch?v=EbupwqYeKdc&quot;&gt;vid\\u00e9o&lt;/a&gt; d&#x27;explication du mode secours de la t\\u00e9l\\u00e9phonie SI-SAMU&lt;/li&gt;\\n&lt;/ul&gt;\\n&lt;p&gt;Les r\\u00e9ponses de cet assistant sont automatiques et non valid\\u00e9es par les \\u00e9quipes du SI-SAMU.&lt;br /&gt;\\nVeuillez \\u00e9galement ne pas transmettre d&#x27;informations personnelles et/ou m\\u00e9dicales \\u00e0 l&#x27;assistant.&lt;br /&gt;\\nVous pouvez l&#x27;utiliser pour vous guider et extraire les bouts de documentation adapt\\u00e9s mais un recours au support SI-SAMU est conseill\\u00e9 en cas de probl\\u00e8me.&lt;/p&gt;\\n\"}},{\"type\":\"object\",\"name\":\"Row\",\"id\":\"6599716a-5fc1-44bf-b55d-1bd1f7ea4840\",\"attributes\":{\"name\":\"Row00147\",\"stylesheets\":[\"\\n:host(.pn-loading.pn-arc):before, .pn-loading.pn-arc:before {\\n background-image: url(\\\"data:image/svg+xml;base64,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\\\");\\n background-size: auto calc(min(50%, 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url(\\\"data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHN0eWxlPSJtYXJnaW46IGF1dG87IGJhY2tncm91bmQ6IG5vbmU7IGRpc3BsYXk6IGJsb2NrOyBzaGFwZS1yZW5kZXJpbmc6IGF1dG87IiB2aWV3Qm94PSIwIDAgMTAwIDEwMCIgcHJlc2VydmVBc3BlY3RSYXRpbz0ieE1pZFlNaWQiPiAgPGNpcmNsZSBjeD0iNTAiIGN5PSI1MCIgZmlsbD0ibm9uZSIgc3Ryb2tlPSIjYzNjM2MzIiBzdHJva2Utd2lkdGg9IjEwIiByPSIzNSIgc3Ryb2tlLWRhc2hhcnJheT0iMTY0LjkzMzYxNDMxMzQ2NDE1IDU2Ljk3Nzg3MTQzNzgyMTM4Ij4gICAgPGFuaW1hdGVUcmFuc2Zvcm0gYXR0cmlidXRlTmFtZT0idHJhbnNmb3JtIiB0eXBlPSJyb3RhdGUiIHJlcGVhdENvdW50PSJpbmRlZmluaXRlIiBkdXI9IjFzIiB2YWx1ZXM9IjAgNTAgNTA7MzYwIDUwIDUwIiBrZXlUaW1lcz0iMDsxIj48L2FuaW1hdGVUcmFuc2Zvcm0+ICA8L2NpcmNsZT48L3N2Zz4=\\\");\\n background-size: auto calc(min(50%, 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1154
+ " var render_items = [{\"docid\":\"8cdfff7f-d95c-4d36-8405-42fa3d8101e9\",\"roots\":{\"57d53327-d9fe-47fd-9823-d1ed68ee7ade\":\"b24027bc-cdf7-4a2d-9317-f09d80a683be\"},\"root_ids\":[\"57d53327-d9fe-47fd-9823-d1ed68ee7ade\"]}];\n",
1155
  " var docs = Object.values(docs_json)\n",
1156
  " if (!docs) {\n",
1157
  " return\n",
 
1229
  " [1] ParamFunction(function, _pane=Column, defer_load=False, loading_indicator=True, sizing_mode='stretch_width')"
1230
  ]
1231
  },
1232
+ "execution_count": 11,
1233
  "metadata": {
1234
  "application/vnd.holoviews_exec.v0+json": {
1235
+ "id": "57d53327-d9fe-47fd-9823-d1ed68ee7ade"
1236
  }
1237
  },
1238
  "output_type": "execute_result"