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fix syntax (#1380)
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‎examples/vector_databases/qdrant/Using_Qdrant_for_embeddings_search.ipynb‎

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@@ -42,7 +42,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "8d8810f9",
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"metadata": {},
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"outputs": [],
@@ -53,7 +53,7 @@
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},
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{
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{
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"cell_type": "code",
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"execution_count": 27,
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"id": "1721e45d",
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@@ -268,7 +268,7 @@
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"4 [0.021524671465158463, 0.018522677943110466, -... 4 "
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]
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},
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"execution_count": 27,
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@@ -279,7 +279,7 @@
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},
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},
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"ExecuteTime": {
@@ -391,10 +391,10 @@
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{
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"data": {
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"text/plain": [
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"CollectionsResponse(collections=[])"
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"CollectionsResponse(collections=[CollectionDescription(name='Articles')])"
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]
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},
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"execution_count": 96,
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"execution_count": 31,
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"metadata": {},
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"output_type": "execute_result"
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},
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"id": "00876f92",
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@@ -447,7 +447,7 @@
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"True"
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]
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},
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"execution_count": 33,
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"metadata": {},
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"output_type": "execute_result"
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}
@@ -474,7 +474,7 @@
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},
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{
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"id": "9f39a8c395554ca3",
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"True"
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]
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},
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"output_type": "execute_result"
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},
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@@ -535,7 +535,7 @@
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"Upserting articles: 100%|██████████| 25000/25000 [01:34<00:00, 264.52it/s]\n"
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"Upserting articles: 100%|██████████| 25000/25000 [01:18<00:00, 318.84it/s]\n"
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]
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}
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],
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},
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{
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"id": "d1188a12",
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"CountResult(count=25000)"
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]
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},
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"output_type": "execute_result"
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}
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},
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"cell_type": "code",
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"execution_count": 37,
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"id": "f1bac4ef",
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},
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{
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"cell_type": "code",
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"execution_count": 39,
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"id": "aa92f3d3",
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"ExecuteTime": {
@@ -658,7 +658,7 @@
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"6. Hellenistic art, URL: https://simple.wikipedia.org/wiki/Hellenistic%20art (Score: 0.853)\n",
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"7. Modernist literature, URL: https://simple.wikipedia.org/wiki/Modernist%20literature (Score: 0.847)\n",
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"8. Art film, URL: https://simple.wikipedia.org/wiki/Art%20film (Score: 0.843)\n",
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"9. Central Europe, URL: https://simple.wikipedia.org/wiki/Central%20Europe (Score: 0.842)\n",
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"9. Central Europe, URL: https://simple.wikipedia.org/wiki/Central%20Europe (Score: 0.843)\n",
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"10. European, URL: https://simple.wikipedia.org/wiki/European (Score: 0.841)\n",
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"11. Art, URL: https://simple.wikipedia.org/wiki/Art (Score: 0.841)\n",
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"12. Byzantine art, URL: https://simple.wikipedia.org/wiki/Byzantine%20art (Score: 0.841)\n",
@@ -676,12 +676,12 @@
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"source": [
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"query_results = query_qdrant('modern art in Europe', 'Articles', 'title')\n",
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"for i, article in enumerate(query_results):\n",
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" print(f'{i + 1}. {article.payload[\"title\"]}, URL: {article.payload['url']} (Score: {round(article.score, 3)})')"
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" print(f'{i + 1}. {article.payload[\"title\"]}, URL: {article.payload[\"url\"]} (Score: {round(article.score, 3)})')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 40,
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"id": "7ed116b8",
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"metadata": {
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"ExecuteTime": {
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"text": [
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"1. Battle of Bannockburn, URL: https://simple.wikipedia.org/wiki/Battle%20of%20Bannockburn (Score: 0.869)\n",
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"2. Wars of Scottish Independence, URL: https://simple.wikipedia.org/wiki/Wars%20of%20Scottish%20Independence (Score: 0.861)\n",
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"3. 1651, URL: https://simple.wikipedia.org/wiki/1651 (Score: 0.852)\n",
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"3. 1651, URL: https://simple.wikipedia.org/wiki/1651 (Score: 0.853)\n",
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"4. First War of Scottish Independence, URL: https://simple.wikipedia.org/wiki/First%20War%20of%20Scottish%20Independence (Score: 0.85)\n",
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"5. Robert I of Scotland, URL: https://simple.wikipedia.org/wiki/Robert%20I%20of%20Scotland (Score: 0.846)\n",
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"6. 841, URL: https://simple.wikipedia.org/wiki/841 (Score: 0.844)\n",
@@ -721,7 +721,7 @@
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"# This time we'll query using content vector\n",
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"query_results = query_qdrant('Famous battles in Scottish history', 'Articles', 'content')\n",
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"for i, article in enumerate(query_results):\n",
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" print(f'{i + 1}. {article.payload[\"title\"]}, URL: {article.payload['url']} (Score: {round(article.score, 3)})')"
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" print(f'{i + 1}. {article.payload[\"title\"]}, URL: {article.payload[\"url\"]} (Score: {round(article.score, 3)})')"
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]
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},
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{

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