Open ridoo opened 11 months ago
Think to include this in the API response
Als erster Schritt würde schon reichen, dem Nutzer anzuzeigen, welche Tokens aus dem verwendeten Suchkontext, die mit dem höchsten Ranking waren, und welche Suchanfrage am Ende verwendet wurde (condensed query).
First step implemented:
query
and the documents
(search results from a previous search in LangChain Document format) and the words with highest relevance (according to the text-embedding) model are retrieved.curl -X POST http://localhost:8000/explain_results \
-H "Content-Type: application/json" \
-d '{
"index_name": "geojson",
"query": "hospital building data in Dresden",
"documents": [
{
"page_content": "Name: Innere Medizin - Haus 81\n\nAddress: Fetscherstraße, 74, Dresden, 01307, DE\nbuilding: hospital\nbuilding:levels: 3\ncn_ukd:token: U0081\nname: Innere Medizin - Haus 81\n_osm_type: way\ndescription: A building which forms part of a hospital. Useamenity=hospitalfor the hospital grounds.",
"metadata": {
"_osm_type": "way",
"addr:city": "Dresden",
"addr:country": "DE",
"addr:housenumber": "74",
"addr:postcode": "01307",
"addr:street": "Fetscherstraße",
"building": "hospital",
"building:levels": "3",
"cn_ukd:token": "U0081",
"description": "A building which forms part of a hospital. Useamenity=hospitalfor the hospital grounds.",
"feature": "{\n \"type\": \"Polygon\",\n \"coordinates\": [\n [\n [\n 13.781329,\n 51.055514\n ],\n [\n 13.781659,\n 51.055528\n ],\n [\n 13.781609,\n 51.055989\n ],\n [\n 13.781406,\n 51.05598\n ],\n [\n 13.781372,\n 51.055979\n ],\n [\n 13.781278,\n 51.055975\n ],\n [\n 13.781293,\n 51.055841\n ],\n [\n 13.781329,\n 51.055514\n ]\n ]\n ]\n}",
"name": "Innere Medizin - Haus 81",
"type": "hospital",
"url": "url"
},
"type": "Document"
},
{
"page_content": "Name: Haus D (24)\n\nAddress: Stendaler Straße, 24, Dresden, 01109, DE\nbuilding: hospital\nbuilding:levels: 2\nname: Haus D (24)\nroof:levels: 0\nsource: HiRes aerial imagery\n_osm_type: way\ndescription: A building which forms part of a hospital. Useamenity=hospitalfor the hospital grounds.",
"metadata": {
"_osm_type": "way",
"addr:city": "Dresden",
"addr:country": "DE",
"addr:housenumber": "24",
"addr:postcode": "01109",
"addr:street": "Stendaler Straße",
"building": "hospital",
"building:levels": "2",
"description": "A building which forms part of a hospital. Useamenity=hospitalfor the hospital grounds.",
"feature": "{\n \"type\": \"Polygon\",\n \"coordinates\": [\n [\n [\n 13.783085,\n 51.120414\n ],\n [\n 13.783115,\n 51.120452\n ],\n [\n 13.783167,\n 51.120486\n ],\n [\n 13.783209,\n 51.120468\n ],\n [\n 13.783221,\n 51.120481\n ],\n [\n 13.783406,\n 51.120403\n ],\n [\n 13.783389,\n 51.12039\n ],\n [\n 13.783426,\n 51.12037\n ],\n [\n 13.783417,\n 51.120342\n ],\n [\n 13.783377,\n 51.120316\n ],\n [\n 13.783344,\n 51.120326\n ],\n [\n 13.783332,\n 51.120314\n ],\n [\n 13.783267,\n 51.120339\n ],\n [\n 13.783243,\n 51.120337\n ],\n [\n 13.78321,\n 51.120343\n ],\n [\n 13.783192,\n 51.120358\n ],\n [\n 13.783192,\n 51.120372\n ],\n [\n 13.783085,\n 51.120414\n ]\n ]\n ]\n}",
"name": "Haus D (24)",
"roof:levels": "0",
"source": "HiRes aerial imagery",
"type": "hospital",
"url": "url"
},
"type": "Document"
},
{
"page_content": "Name: Haus 31\n\nAddress: Fiedlerstraße, 23, Dresden, 01307, DE\nbuilding: hospital\ncn_ukd:token: U0031\nname: Haus 31\n_osm_type: way\ndescription: A building which forms part of a hospital. Useamenity=hospitalfor the hospital grounds.",
"metadata": {
"_osm_type": "way",
"addr:city": "Dresden",
"addr:country": "DE",
"addr:housenumber": "23",
"addr:postcode": "01307",
"addr:street": "Fiedlerstraße",
"building": "hospital",
"cn_ukd:token": "U0031",
"description": "A building which forms part of a hospital. Useamenity=hospitalfor the hospital grounds.",
"feature": "{\n \"type\": \"Polygon\",\n \"coordinates\": [\n [\n [\n 13.78272,\n 51.055751\n ],\n [\n 13.782908,\n 51.05575\n ],\n [\n 13.782905,\n 51.055544\n ],\n [\n 13.78285,\n 51.055545\n ],\n [\n 13.78285,\n 51.055513\n ],\n [\n 13.782849,\n 51.055476\n ],\n [\n 13.783345,\n 51.055474\n ],\n [\n 13.783344,\n 51.055357\n ],\n [\n 13.782684,\n 51.055359\n ],\n [\n 13.782683,\n 51.055477\n ],\n [\n 13.782729,\n 51.055476\n ],\n [\n 13.782729,\n 51.055517\n ],\n [\n 13.782657,\n 51.055516\n ],\n [\n 13.78262,\n 51.055516\n ],\n [\n 13.782621,\n 51.055363\n ],\n [\n 13.782405,\n 51.055363\n ],\n [\n 13.782403,\n 51.055442\n ],\n [\n 13.782447,\n 51.055442\n ],\n [\n 13.782445,\n 51.0555\n ],\n [\n 13.782446,\n 51.055548\n ],\n [\n 13.782404,\n 51.055548\n ],\n [\n 13.782405,\n 51.055745\n ],\n [\n 13.782603,\n 51.055747\n ],\n [\n 13.782604,\n 51.055605\n ],\n [\n 13.782604,\n 51.055567\n ],\n [\n 13.782716,\n 51.055568\n ],\n [\n 13.782718,\n 51.055588\n ],\n [\n 13.782718,\n 51.055598\n ],\n [\n 13.78272,\n 51.055751\n ]\n ]\n ]\n}",
"name": "Haus 31",
"type": "hospital",
"url": "url"
},
"type": "Document"
}
]
}
[
{
"page_content": "Name: Innere Medizin - Haus 81\n\nAddress: Fetscherstraße, 74, Dresden, 01307, DE\nbuilding: hospital\nbuilding:levels: 3\ncn_ukd:token: U0081\nname: Innere Medizin - Haus 81\n_osm_type: way\ndescription: A building which forms part of a hospital. Useamenity=hospitalfor the hospital grounds.",
"metadata": {
"_osm_type": "way",
"addr:city": "Dresden",
"addr:country": "DE",
"addr:housenumber": "74",
"addr:postcode": "01307",
"addr:street": "Fetscherstraße",
"building": "hospital",
"building:levels": "3",
"cn_ukd:token": "U0081",
"description": "A building which forms part of a hospital. Useamenity=hospitalfor the hospital grounds.",
"feature": "{\n \"type\": \"Polygon\",\n \"coordinates\": [\n [\n [\n 13.781329,\n 51.055514\n ],\n [\n 13.781659,\n 51.055528\n ],\n [\n 13.781609,\n 51.055989\n ],\n [\n 13.781406,\n 51.05598\n ],\n [\n 13.781372,\n 51.055979\n ],\n [\n 13.781278,\n 51.055975\n ],\n [\n 13.781293,\n 51.055841\n ],\n [\n 13.781329,\n 51.055514\n ]\n ]\n ]\n}",
"name": "Innere Medizin - Haus 81",
"type": "hospital",
"url": "url",
"relevant_words": [
[
"U0081",
0.04021817938803536
],
[
"Haus",
0.03670811340064961
],
[
"Dresden,",
0.036137163368211524
],
[
"cn_ukd:token:",
0.03556632531448108
],
[
"which",
0.028685500317960164
],
[
"Useamenity=hospitalfor",
0.026842378458952345
],
[
"Haus",
0.023134704056613227
],
[
"hospital",
0.0181867753360835
],
[
"building:",
0.017998147659422505
],
[
"building",
0.015051868759361361
],
[
"hospital.",
0.015021690339013027
],
[
"description:",
0.014225017746953887
],
[
"Innere",
0.01332157938117844
],
[
"building:levels:",
0.011109900067221928
],
[
"the",
0.010730932161399023
],
[
"Innere",
0.0104195896345709
],
[
"-",
0.004880422377064338
],
[
"hospital",
0.0031463343570015873
],
[
"-",
0.003114987882891871
]
]
},
"type": "Document"
},
{
"page_content": "Name: Haus D (24)\n\nAddress: Stendaler Straße, 24, Dresden, 01109, DE\nbuilding: hospital\nbuilding:levels: 2\nname: Haus D (24)\nroof:levels: 0\nsource: HiRes aerial imagery\n_osm_type: way\ndescription: A building which forms part of a hospital. Useamenity=hospitalfor the hospital grounds.",
"metadata": {
"_osm_type": "way",
"addr:city": "Dresden",
"addr:country": "DE",
"addr:housenumber": "24",
"addr:postcode": "01109",
"addr:street": "Stendaler Straße",
"building": "hospital",
"building:levels": "2",
"description": "A building which forms part of a hospital. Useamenity=hospitalfor the hospital grounds.",
"feature": "{\n \"type\": \"Polygon\",\n \"coordinates\": [\n [\n [\n 13.783085,\n 51.120414\n ],\n [\n 13.783115,\n 51.120452\n ],\n [\n 13.783167,\n 51.120486\n ],\n [\n 13.783209,\n 51.120468\n ],\n [\n 13.783221,\n 51.120481\n ],\n [\n 13.783406,\n 51.120403\n ],\n [\n 13.783389,\n 51.12039\n ],\n [\n 13.783426,\n 51.12037\n ],\n [\n 13.783417,\n 51.120342\n ],\n [\n 13.783377,\n 51.120316\n ],\n [\n 13.783344,\n 51.120326\n ],\n [\n 13.783332,\n 51.120314\n ],\n [\n 13.783267,\n 51.120339\n ],\n [\n 13.783243,\n 51.120337\n ],\n [\n 13.78321,\n 51.120343\n ],\n [\n 13.783192,\n 51.120358\n ],\n [\n 13.783192,\n 51.120372\n ],\n [\n 13.783085,\n 51.120414\n ]\n ]\n ]\n}",
"name": "Haus D (24)",
"roof:levels": "0",
"source": "HiRes aerial imagery",
"type": "hospital",
"url": "url",
"relevant_words": [
[
"building",
0.04721152093956271
],
[
"building:",
0.042570680345710085
],
[
"which",
0.03622307518319122
],
[
"A",
0.03256417478316661
],
[
"Dresden,",
0.02562999006347844
],
[
"hospital.",
0.024987433534905946
],
[
"hospital",
0.02425938400302163
],
[
"the",
0.024123832403124823
],
[
"Useamenity=hospitalfor",
0.02222813824676195
],
[
"Address:",
0.021957302935452387
],
[
"hospital",
0.02014690109865475
],
[
"name:",
0.01870588234300493
],
[
"0",
0.017804558184802918
],
[
"forms",
0.016616498640807713
],
[
"grounds.",
0.015623788349146975
],
[
"a",
0.013288836799905421
],
[
"imagery",
0.00921730500650579
],
[
"way",
0.00047317725782688725
]
]
},
"type": "Document"
},
{
"page_content": "Name: Haus 31\n\nAddress: Fiedlerstraße, 23, Dresden, 01307, DE\nbuilding: hospital\ncn_ukd:token: U0031\nname: Haus 31\n_osm_type: way\ndescription: A building which forms part of a hospital. Useamenity=hospitalfor the hospital grounds.",
"metadata": {
"_osm_type": "way",
"addr:city": "Dresden",
"addr:country": "DE",
"addr:housenumber": "23",
"addr:postcode": "01307",
"addr:street": "Fiedlerstraße",
"building": "hospital",
"cn_ukd:token": "U0031",
"description": "A building which forms part of a hospital. Useamenity=hospitalfor the hospital grounds.",
"feature": "{\n \"type\": \"Polygon\",\n \"coordinates\": [\n [\n [\n 13.78272,\n 51.055751\n ],\n [\n 13.782908,\n 51.05575\n ],\n [\n 13.782905,\n 51.055544\n ],\n [\n 13.78285,\n 51.055545\n ],\n [\n 13.78285,\n 51.055513\n ],\n [\n 13.782849,\n 51.055476\n ],\n [\n 13.783345,\n 51.055474\n ],\n [\n 13.783344,\n 51.055357\n ],\n [\n 13.782684,\n 51.055359\n ],\n [\n 13.782683,\n 51.055477\n ],\n [\n 13.782729,\n 51.055476\n ],\n [\n 13.782729,\n 51.055517\n ],\n [\n 13.782657,\n 51.055516\n ],\n [\n 13.78262,\n 51.055516\n ],\n [\n 13.782621,\n 51.055363\n ],\n [\n 13.782405,\n 51.055363\n ],\n [\n 13.782403,\n 51.055442\n ],\n [\n 13.782447,\n 51.055442\n ],\n [\n 13.782445,\n 51.0555\n ],\n [\n 13.782446,\n 51.055548\n ],\n [\n 13.782404,\n 51.055548\n ],\n [\n 13.782405,\n 51.055745\n ],\n [\n 13.782603,\n 51.055747\n ],\n [\n 13.782604,\n 51.055605\n ],\n [\n 13.782604,\n 51.055567\n ],\n [\n 13.782716,\n 51.055568\n ],\n [\n 13.782718,\n 51.055588\n ],\n [\n 13.782718,\n 51.055598\n ],\n [\n 13.78272,\n 51.055751\n ]\n ]\n ]\n}",
"name": "Haus 31",
"type": "hospital",
"url": "url",
"relevant_words": [
[
"hospital.",
0.04978396384931288
],
[
"Haus",
0.04336857627039959
],
[
"Dresden,",
0.03996199106464996
],
[
"building",
0.037107618465903006
],
[
"hospital",
0.029316511465435235
],
[
"forms",
0.023264507322540103
],
[
"building:",
0.017957887459665554
],
[
"31",
0.017263015324133706
],
[
"Fiedlerstraße,",
0.017134354914571746
],
[
"DE",
0.01672150589513922
],
[
"Haus",
0.01624414927058191
],
[
"Useamenity=hospitalfor",
0.01457707736054114
],
[
"description:",
0.011783178587512013
],
[
"Address:",
0.008827190483165295
],
[
"a",
0.008450949070797967
],
[
"which",
0.007315367943198004
],
[
"cn_ukd:token:",
0.0002555877375971543
]
]
},
"type": "Document"
}
]
As an end user, I want to see the field(s) my search term matched a value, in order to make better sense of my results