diff --git a/examples/Question_answering_using_embeddings.ipynb b/examples/Question_answering_using_embeddings.ipynb
index 85c265b..71e30b5 100644
--- a/examples/Question_answering_using_embeddings.ipynb
+++ b/examples/Question_answering_using_embeddings.ipynb
@@ -14,7 +14,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 1,
"id": "9e3839a6-9146-4f60-b74b-19abbc24278d",
"metadata": {},
"outputs": [],
@@ -38,7 +38,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 2,
"id": "a167516c-7c19-4bda-afa5-031aa0ae13bb",
"metadata": {},
"outputs": [
@@ -48,7 +48,7 @@
"\"The 2020 Summer Olympics men's high jump was won by Mariusz Przybylski of Poland.\""
]
},
- "execution_count": 5,
+ "execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
@@ -83,7 +83,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 3,
"id": "a5451371-17fe-4ef3-aa02-affcf4edb0e0",
"metadata": {},
"outputs": [
@@ -93,7 +93,7 @@
"\"Sorry, I don't know.\""
]
},
- "execution_count": 6,
+ "execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
@@ -125,7 +125,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 4,
"id": "fceaf665-2602-4788-bc44-9eb256a6f955",
"metadata": {},
"outputs": [
@@ -135,7 +135,7 @@
"\"Gianmarco Tamberi and Mutaz Essa Barshim won the 2020 Summer Olympics men's high jump.\""
]
},
- "execution_count": 7,
+ "execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
@@ -200,7 +200,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 5,
"id": "cc9c8d69-e234-48b4-87e3-935970e1523a",
"metadata": {},
"outputs": [
@@ -245,57 +245,58 @@
" \n",
"
\n",
" \n",
- " Volleyball at the 2020 Summer Olympics – Women's tournament | \n",
- " Format | \n",
- " The preliminary round was a competition betwee... | \n",
- " 132 | \n",
- "
\n",
- " \n",
- " Rugby sevens at the 2020 Summer Olympics – Women's qualification | \n",
- " South America | \n",
- " Sudamérica Rugby held a tournament on 1–2 June... | \n",
+ " Nordic combined at the 2016 Winter Youth Olympics | \n",
+ " Summary | \n",
+ " Nordic combined at the 2016 Winter Youth Olymp... | \n",
" 56 | \n",
"
\n",
" \n",
- " Canoeing at the 2020 Summer Olympics – Men's slalom C-1 | \n",
- " Competition format | \n",
- " Slalom canoeing uses a three-round format, wit... | \n",
- " 136 | \n",
+ " Morocco at the 2020 Summer Olympics | \n",
+ " Judo | \n",
+ " Morocco qualified two female judoka for each o... | \n",
+ " 106 | \n",
"
\n",
" \n",
- " Qualification | \n",
- " A National Olympic Committee (NOC) entered onl... | \n",
- " 171 | \n",
+ " Guinea-Bissau at the 2020 Summer Olympics | \n",
+ " Wrestling | \n",
+ " Guinea-Bissau qualified two wrestlers for each... | \n",
+ " 69 | \n",
"
\n",
" \n",
- " Tunisia at the 2020 Summer Olympics | \n",
- " Athletics | \n",
- " Tunisian athletes further achieved the entry s... | \n",
- " 48 | \n",
+ " Rome bid for the 2020 Summer Olympics | \n",
+ " History | \n",
+ " The Italian National Olympic Committee (CONI) ... | \n",
+ " 738 | \n",
+ "
\n",
+ " \n",
+ " Italy at the 2020 Summer Olympics | \n",
+ " Slalom | \n",
+ " Italian canoeists qualified one boat for each ... | \n",
+ " 76 | \n",
"
\n",
" \n",
"\n",
""
],
"text/plain": [
- " content \\\n",
- "title heading \n",
- "Volleyball at the 2020 Summer Olympics – Women'... Format The preliminary round was a competition betwee... \n",
- "Rugby sevens at the 2020 Summer Olympics – Wome... South America Sudamérica Rugby held a tournament on 1–2 June... \n",
- "Canoeing at the 2020 Summer Olympics – Men's sl... Competition format Slalom canoeing uses a three-round format, wit... \n",
- " Qualification A National Olympic Committee (NOC) entered onl... \n",
- "Tunisia at the 2020 Summer Olympics Athletics Tunisian athletes further achieved the entry s... \n",
+ " content \\\n",
+ "title heading \n",
+ "Nordic combined at the 2016 Winter Youth Olympics Summary Nordic combined at the 2016 Winter Youth Olymp... \n",
+ "Morocco at the 2020 Summer Olympics Judo Morocco qualified two female judoka for each o... \n",
+ "Guinea-Bissau at the 2020 Summer Olympics Wrestling Guinea-Bissau qualified two wrestlers for each... \n",
+ "Rome bid for the 2020 Summer Olympics History The Italian National Olympic Committee (CONI) ... \n",
+ "Italy at the 2020 Summer Olympics Slalom Italian canoeists qualified one boat for each ... \n",
"\n",
- " tokens \n",
- "title heading \n",
- "Volleyball at the 2020 Summer Olympics – Women'... Format 132 \n",
- "Rugby sevens at the 2020 Summer Olympics – Wome... South America 56 \n",
- "Canoeing at the 2020 Summer Olympics – Men's sl... Competition format 136 \n",
- " Qualification 171 \n",
- "Tunisia at the 2020 Summer Olympics Athletics 48 "
+ " tokens \n",
+ "title heading \n",
+ "Nordic combined at the 2016 Winter Youth Olympics Summary 56 \n",
+ "Morocco at the 2020 Summer Olympics Judo 106 \n",
+ "Guinea-Bissau at the 2020 Summer Olympics Wrestling 69 \n",
+ "Rome bid for the 2020 Summer Olympics History 738 \n",
+ "Italy at the 2020 Summer Olympics Slalom 76 "
]
},
- "execution_count": 8,
+ "execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
@@ -324,7 +325,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 6,
"id": "4b874907-5109-4eef-ad9a-add4367925a3",
"metadata": {},
"outputs": [],
@@ -337,7 +338,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 7,
"id": "ba475f30-ef7f-431c-b60d-d5970b62ad09",
"metadata": {},
"outputs": [],
@@ -368,7 +369,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 8,
"id": "737266aa-cbe7-4691-87c1-fce8a31632f1",
"metadata": {},
"outputs": [],
@@ -398,7 +399,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 9,
"id": "ab50bfca-cb02-41c6-b338-4400abe1d86e",
"metadata": {},
"outputs": [],
@@ -412,7 +413,7 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 10,
"id": "b9a8c713-c8a9-47dc-85a4-871ee1395566",
"metadata": {},
"outputs": [
@@ -446,7 +447,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 11,
"id": "dcd680e9-f194-4180-b14f-fc357498eb92",
"metadata": {},
"outputs": [],
@@ -476,7 +477,7 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 12,
"id": "e3a27d73-f47f-480d-b336-079414f749cb",
"metadata": {},
"outputs": [
@@ -495,7 +496,7 @@
" (\"Athletics at the 2020 Summer Olympics – Women's long jump\", 'Summary'))]"
]
},
- "execution_count": 15,
+ "execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
@@ -506,7 +507,7 @@
},
{
"cell_type": "code",
- "execution_count": 16,
+ "execution_count": 13,
"id": "729c2ce7-8540-4ab2-bb3a-76c4dfcb689c",
"metadata": {},
"outputs": [
@@ -525,7 +526,7 @@
" (\"Athletics at the 2020 Summer Olympics – Women's pole vault\", 'Summary'))]"
]
},
- "execution_count": 16,
+ "execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
@@ -554,7 +555,7 @@
},
{
"cell_type": "code",
- "execution_count": 18,
+ "execution_count": 14,
"id": "b763ace2-1946-48e0-8ff1-91ba335d47a0",
"metadata": {},
"outputs": [
@@ -564,7 +565,7 @@
"'Context separator contains 3 tokens'"
]
},
- "execution_count": 18,
+ "execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
@@ -581,7 +582,7 @@
},
{
"cell_type": "code",
- "execution_count": 19,
+ "execution_count": 15,
"id": "0c5c0509-eeb9-4552-a5d4-6ace04ef73dd",
"metadata": {},
"outputs": [],
@@ -618,7 +619,7 @@
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": 16,
"id": "f614045a-3917-4b28-9643-7e0c299ec1a7",
"metadata": {},
"outputs": [
@@ -670,7 +671,7 @@
},
{
"cell_type": "code",
- "execution_count": 21,
+ "execution_count": 17,
"id": "b0edfec7-9243-4573-92e0-253d31c771ad",
"metadata": {},
"outputs": [],
@@ -685,7 +686,7 @@
},
{
"cell_type": "code",
- "execution_count": 22,
+ "execution_count": 18,
"id": "9c1c9a69-848e-4099-a90d-c8da36c153d5",
"metadata": {},
"outputs": [],
@@ -715,7 +716,7 @@
},
{
"cell_type": "code",
- "execution_count": 24,
+ "execution_count": 19,
"id": "c233e449-bf33-4c9e-b095-6a4dd278c8fd",
"metadata": {},
"outputs": [
@@ -735,7 +736,7 @@
"'Gianmarco Tamberi and Mutaz Essa Barshim emerged as joint winners of the event following a tie between both of them as they cleared 2.37m.'"
]
},
- "execution_count": 24,
+ "execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
@@ -760,7 +761,7 @@
},
{
"cell_type": "code",
- "execution_count": 27,
+ "execution_count": 20,
"id": "1127867b-2884-44bb-9439-0e8ae171c835",
"metadata": {},
"outputs": [
@@ -785,7 +786,7 @@
},
{
"cell_type": "code",
- "execution_count": 28,
+ "execution_count": 21,
"id": "720d9e0b-b189-4101-91ee-babf736199e6",
"metadata": {},
"outputs": [
@@ -810,7 +811,7 @@
},
{
"cell_type": "code",
- "execution_count": 29,
+ "execution_count": 22,
"id": "4e8e51cc-e4eb-4557-9e09-2929d4df5b7f",
"metadata": {},
"outputs": [
@@ -837,7 +838,7 @@
},
{
"cell_type": "code",
- "execution_count": 30,
+ "execution_count": 23,
"id": "37c83519-e3c6-4c44-8b4a-98cbb3a5f5ba",
"metadata": {},
"outputs": [
@@ -870,7 +871,7 @@
},
{
"cell_type": "code",
- "execution_count": 31,
+ "execution_count": 24,
"id": "26a1a9ef-e1ee-4f80-a1b1-6164ccfa5bac",
"metadata": {},
"outputs": [
@@ -897,7 +898,7 @@
},
{
"cell_type": "code",
- "execution_count": 32,
+ "execution_count": 25,
"id": "9fba8a63-eb81-4661-ae17-59bb5e2933d6",
"metadata": {},
"outputs": [
@@ -928,7 +929,7 @@
},
{
"cell_type": "code",
- "execution_count": 33,
+ "execution_count": 26,
"id": "2d4c693b-cdb9-4f4c-bd1b-f77b29097a1f",
"metadata": {},
"outputs": [
@@ -961,7 +962,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3 (ipykernel)",
+ "display_name": "Python 3.9.9 ('openai')",
"language": "python",
"name": "python3"
},
@@ -976,6 +977,11 @@
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.9"
+ },
+ "vscode": {
+ "interpreter": {
+ "hash": "365536dcbde60510dc9073d6b991cd35db2d9bac356a11f5b64279a5e6708b97"
+ }
}
},
"nbformat": 4,