Input path: /home/debian/html/nutritwin/output_llm/68af50987aac8/input.json
Output path: /home/debian/html/nutritwin/output_llm/68af50987aac8/output.json
Input text:
DB path: __deriveddata__/DerivedObjects/Data/KcalMeDB_fr.sl3
Picto path: __deriveddata__/DerivedObjects/Data/PictoMatcherNetNG_fr.json
Sport grounding path: __deriveddata__/DerivedObjects/Data/DerivedSportMET.json
==================================================================================================================================
Prompt from user:
==================================================================================================================================
Image to be analyzed: /home/debian/html/nutritwin/output_llm/68af50987aac8/capture.jpg
##############################################################################################
# For image extraction, pixtral-large-2411 is used #
##############################################################################################
==================================== Prompt =============================================
In the image, identify all the foods and beverages, convert them into an array of JSON with consumed foods.
Ignore what it is not connected to nutrition, beverage or food.
When a food or a beverage has several instances unify them on a single food or beverage and add the quantities of each.
The attribute name must remain in English but the result, so the attribute value, must be in french, and only in french.
Provide a solution without explanation.
Use only the food & beverage ontology described in this Turtle/RDF model:
"""
@prefix food: .
@prefix rdfs: .
@prefix xsd: .
@prefix owl: .
@prefix prov: .
food: a owl:Ontology ;
rdfs:comment "Definition of the food archetype"@en .
food:name a owl:DatatypeProperty;
rdfs:label "name"@en;
rdfs:comment """Food or beverage identifier, the name should not contain information related to quantity or container (like glass...).
Ignore food or beverage when it is not consumed in the past, now or in the future.
The cooking mode is not in the name. The name is only in french."""@en;
rdfs:range xsd:string.
food:quantity a owl:DatatypeProperty ;
rdfs:label "quantity"@en;
rdfs:comment "The quantity of food or drink that is or was consumed. Quantity is only in french. Here are examples: 'un quignon', 'un cornet', 'un verre', 'une tranche', 'une boule', 'un', 'deux', 'trois',... Keep the same language."@en;
rdfs:range xsd:string.
food:cookingMethod a owl:DatatypeProperty ;
rdfs:label "cooking method"@en;
rdfs:comment "The cooking method of food. The cooking method is in french."@en;
rdfs:range xsd:string.
food:type a owl:DatatypeProperty ;
rdfs:label "type of food"@en;
rdfs:comment "Identify the type of food."@en;
rdfs:range xsd:string.
food:food a food:type ;
rdfs:label "food" .
food:beverage a food:type ;
rdfs:label "beverage" .
food:timeOfTheDay a owl:DatatypeProperty ;
rdfs:label "time of the day"@en;
rdfs:comment "Time of the day when food or drink was consumed."@en;
rdfs:range xsd:string.
food:breakfast a food:timeOfTheDay ;
rdfs:label "breakfast" .
food:lunch a food:timeOfTheDay ;
rdfs:label "lunch" .
food:snacking a food:timeOfTheDay ;
rdfs:label "snacking" .
food:dinner a food:timeOfTheDay ;
rdfs:label "dinner" .
food:brand a owl:DatatypeProperty ;
rdfs:label "Brand"@en;
rdfs:comment """Food or beverage brand. The restaurants are not brand.
When the name is very known (ex: Activia, Coca) and the brand is not mentioned, guess the brand."""@en;
rdfs:range xsd:string.
food:company a owl:DatatypeProperty ;
rdfs:label "Company"@en;
rdfs:comment "Product company."@en;
rdfs:range xsd:string.
food:enumEvent a rdfs:Class .
food:event a owl:DatatypeProperty ;
rdfs:label "event"@en;
rdfs:comment "Event of eating or drinking. Each must have an event"@en;
rdfs:range food:enumEvent.
food:intent a food:enumEvent ;
rdfs:label "intent" .
rdfs:comment "When the event should happen"@en.
food:declaration a food:enumEvent ;
rdfs:label "declaration" .
rdfs:comment "When the event has already occured"@en.
food:unknownEvent a food:enumEvent ;
rdfs:label "unknown" ;
rdfs:comment "When the event is unknown in the day"@en.
food:event a owl:DatatypeProperty ;
rdfs:label "event"@en;
rdfs:comment "Event of eating or drinking. Each must have an event"@en;
rdfs:range food:enumEvent.
food:intent a food:enumEvent ;
rdfs:label "intent" .
rdfs:comment "When the event should happen"@en.
food:declaration a food:enumEvent ;
rdfs:label "declaration" .
rdfs:comment "When the event has already occured"@en.
food:unknownEvent a food:enumEvent ;
rdfs:label "unknown" ;
rdfs:comment "When the event is unknown in the day"@en.
"""
Here is an example of result:
[
{
"name": "blanquette de veau",
"quantity": "un plat",
"cookingMethod": "mijot\u00e9",
"timeOfTheDay": "lunch",
"company": "Leclerc",
"type": "food",
"event": "declaration"
},
{
"name": "eau",
"brand": "Evian",
"company": "Danone",
"timeOfTheDay": "breakfast",
"quantity": "un verre",
"type": "beverage",
"event": "intent"
}
]
=========================================================================================
------------------------------ LLM Raw response -----------------------------
[
{
"name": "chocolat blanc",
"quantity": "une barre",
"type": "food",
"event": "unknownEvent"
},
{
"name": "fraise",
"quantity": "une barre",
"type": "food",
"event": "unknownEvent"
},
{
"name": "canneberge",
"quantity": "une barre",
"type": "food",
"event": "unknownEvent"
},
{
"name": "céréales",
"quantity": "une barre",
"type": "food",
"event": "unknownEvent"
}
]
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
[
{
"name": "chocolat blanc",
"quantity": "une barre",
"type": "food",
"event": "unknownEvent"
},
{
"name": "fraise",
"quantity": "une barre",
"type": "food",
"event": "unknownEvent"
},
{
"name": "canneberge",
"quantity": "une barre",
"type": "food",
"event": "unknownEvent"
},
{
"name": "céréales",
"quantity": "une barre",
"type": "food",
"event": "unknownEvent"
}
]
------------------------------------------------------
------------------------ After simplification ------------------------
[
{
"name": "chocolat blanc",
"quantity": "une barre",
"type": "food",
"event": "unknownEvent"
},
{
"name": "fraise",
"quantity": "une barre",
"type": "food",
"event": "unknownEvent"
},
{
"name": "canneberge",
"quantity": "une barre",
"type": "food",
"event": "unknownEvent"
},
{
"name": "c\u00e9r\u00e9ales",
"quantity": "une barre",
"type": "food",
"event": "unknownEvent"
}
]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'chocolat blanc', 'quantity': 'une barre', 'type': 'food', 'event': 'unknownEvent'}, {'name': 'fraise', 'quantity': 'une barre', 'type': 'food', 'event': 'unknownEvent'}, {'name': 'canneberge', 'quantity': 'une barre', 'type': 'food', 'event': 'unknownEvent'}, {'name': 'céréales', 'quantity': 'une barre', 'type': 'food', 'event': 'unknownEvent'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'chocolat blanc', 'quantity': 'une barre', 'type': 'food', 'event': 'unknownEvent'}
First try:
SELECT V_Name,V_Comment,V_NormName,V_NormComment,V_PackType,V_GTIN,V_GTINRef,V_ID,V_GlobalCount,V_NormTrademark,V_Trademark,V_NormAggr FROM KCALME_TABLE WHERE V_NormName LIKE '% chocolat blanc %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
--> CPU time in DB: 0.1335 seconds
Word: Chocolat Blanc - dist: 0.3619783818721771 - row: 3606
Word: Blanc Chocolat - dist: 0.4402437210083008 - row: 33533
Word: Chocolat Dessert Blanc - dist: 0.47552335262298584 - row: 31557
Word: Chocolat Blanc Citron - dist: 0.5020318031311035 - row: 52445
Word: Chocolat Blanc aux Noisettes - dist: 0.5096082091331482 - row: 33529
Found embedding word: Chocolat Blanc
Second try (embedded):
SELECT V_Name,V_Comment,V_NormName,V_NormComment,V_PackType,V_GTIN,V_GTINRef,V_ID,V_GlobalCount,V_NormTrademark,V_Trademark,V_NormAggr FROM KCALME_TABLE WHERE V_Name = 'Chocolat Blanc'
------------- Found solution (max 20) --------------
Chocolat Blanc - chocolat blanc - - Casino - 0 - 3222473604623 - 3222473604623 - OFF#90a193ca88669810da556f75548d417b
Chocolat Blanc - chocolat blanc - - Auchan - 0 - 3254560860872 - 3254560860872 - OFF#f16083a0689f4b8caf835702c2f146c4
Chocolat Blanc - chocolat blanc - - U - 0 - 3256225434763 - 3256225434763 - OFF#a115025d54d5b814b9e35356d140fc4e
Chocolat Blanc - chocolat blanc - - Cora - 0 - 3257980577610 - 3257980577610 - OFF#cd0e65d892c0c5e05b98d522035a2f1f
Chocolat Blanc - chocolat blanc - - Belle France - 0 - 3258561060361 - 3258561060361 - OFF#2eb21b0cae2d83c44a4a2ac45af569ad
Chocolat Blanc - chocolat blanc - - Leader Price - 0 - 3263852201910 - 3263852201910 - OFF#fc1bbde12e56525ee4073e3d0fb3a8b9
Chocolat Blanc - chocolat blanc - - Monoprix - 0 - 3350031947971 - 3350031947971 - OFF#f68e7d77be33b9b8428c5536d78c2f4c
Chocolat Blanc - chocolat blanc - - Metro Chef - 0 - 3439495102963 - 3439495102963 - OFF#1bebe9b84fa2b197267d399008dec2f3
Chocolat Blanc - chocolat blanc - - Rochambeau - 0 - 3439495202052 - 3439495202052 - OFF#fd84f434e2a8fc5703253246515bca78
Chocolat Blanc - chocolat blanc - - Nestlé - 0 - 3544168523966 - 3544168523966 - OFF#51549c7ba4ca6463a7301372fe900823
Chocolat Blanc - chocolat blanc - - Carrefour - 0 - 3560070354078 - 3560070354078 - OFF#e8582bc7a732875b5b82b056d0f6e119
Chocolat Blanc - chocolat blanc - - Delhaize - 0 - 5400113573159 - 5400113573159 - OFF#78b64c81179c5f92c6e78aabf6d4da70
Chocolat Blanc - chocolat blanc - - Lindt - 0 - 7610400094474 - 7610400094474 - OFF#a3b5cfa6fe9f147703ab575ca0fa6233
Chocolat Blanc - chocolat blanc - - Mondelez International - 0 - 7622210100108 - 7622210100108 - OFF#4b1cf88eac14488fb53a575947dd1820
Chocolat Blanc - chocolat blanc - - Dia - 0 - 8480017015556 - 8480017015556 - OFF#34fbdd3fd5c916bfb1b541a268dcd20a
Chocolat Blanc - chocolat blanc - - Auchan - 0 - 3596710470365 - 3254560860872 - OFF#33691cf727885947ab5a0a37e59a9600
Chocolat Blanc - chocolat blanc - - Auchan - 0 - 3596710402205 - 3254560860872 - OFF#37e020ebd5abd838fbf93aad9a1d6c8e
Chocolat Blanc - chocolat blanc - - U - 0 - 3256227763397 - 3256225434763 - OFF#5b582977ce853cb9b46246003222055b
Chocolat Blanc - chocolat blanc - - U - 0 - 3256227764950 - 3256225434763 - OFF#c84b652efc25d01407677f28ce037dd5
Chocolat Blanc - chocolat blanc - - Cora - 0 - 5400134414721 - 3257980577610 - OFF#469d6f94f04a59a22310e2640e42e70d
----------------------------------------------------
----------- result to be analyzed -----------
{'name': 'fraise', 'quantity': 'une barre', 'type': 'food', 'event': 'unknownEvent'}
First try:
SELECT V_Name,V_Comment,V_NormName,V_NormComment,V_PackType,V_GTIN,V_GTINRef,V_ID,V_GlobalCount,V_NormTrademark,V_Trademark,V_NormAggr FROM KCALME_TABLE WHERE V_NormName LIKE '% fraise %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Fraise - fraise - crue - - 0 - - - CIQ#a1e7daabf0eef222eb55cee2d9464244
Fraises - fraise - - - 17048 - - - KCA#985bbbfd3e0790251a131d2472a2a13a
Fraises au Citron - fraise citron - - - 776 - - - KCA#edebc181ffc1519049f190184ad0fe5b
Fraise au Bordeaux - fraise bordeau - - - 71 - - - KCA#f4486f0c128d82d8130e08a45c8139dc
Fraises à la Chantilly - fraise chantilly - - - 368 - - - KCA#c87d0d789e71fbc647a3c82f331cc574
Jus de Fraise - ju de fraise - - - 261 - - - KCA#4fdf0443bdabb9f07e0c95aee4fadd2c
Glace à la Fraise - glace fraise - - - 343 - - - KCA#9aa783cbd5442c9a3a7dbac2061e61b1
Tarte aux Fraises - tarte au fraise - aux fraises - - 0 - - - KCA#9334fede766e490d6e36f4982732d2c8
Smoothie Fraise, Miel et Lait de Soja - smoothie fraise miel lait de soja - de soja - - 0 - - - KCA#0df871f30036f11a511b24cd8865c9d1
Gaufre aux Fraises - gaufre au fraise - - - 65 - - - KCA#8de4904b4103fe53986c7f4c61264b68
Bruschette à la Fraise, à la Banane et à la Ricotta - bruschette fraise banane ricotta - - - 2 - - - KCA#fd9db147f698ab1c84b0905704258a5f
Actimel Goût Fraise - actimel gout fraise - - - 415 - - - KCA#7a40c0ab695dfb5c44d0c4e63af769a2
Confiture de Fraise - confiture de fraise - extra ou classique - - 0 - - - CIQ#41b7efec1a5bddcbc9466fbd067f31bf
Crème Glacée à la Fraise - creme glacee fraise - - - 45 - - - KCA#6fce1a9e8f62321ee65590b95d8a9dbf
Jus d'Orange, Mangue et Fraise - ju orange mangue fraise - - - 60 - - - KCA#12cc18043b0813e5110bb808101edc8e
Boisson Lactée Aromatisée à la Fraise - boisson lactee aromatisee fraise - sucrée, au lait partiellement écrémé, enrichie à la vitamine D - - 0 - - - CIQ#3b0dcd3193f9f8c572eef4e1e4988355
----------------------------------------------------
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'canneberge', 'quantity': 'une barre', 'type': 'food', 'event': 'unknownEvent'}
First try:
SELECT V_Name,V_Comment,V_NormName,V_NormComment,V_PackType,V_GTIN,V_GTINRef,V_ID,V_GlobalCount,V_NormTrademark,V_Trademark,V_NormAggr FROM KCALME_TABLE WHERE V_NormName LIKE '% canneberge %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Canneberge ou Cranberry - canneberge ou cranberry - séchée, sucrée - - 0 - - - CIQ#12255cd87c209d18afcb685f55c107f2
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'céréales', 'quantity': 'une barre', 'type': 'food', 'event': 'unknownEvent'}
First try:
SELECT V_Name,V_Comment,V_NormName,V_NormComment,V_PackType,V_GTIN,V_GTINRef,V_ID,V_GlobalCount,V_NormTrademark,V_Trademark,V_NormAggr FROM KCALME_TABLE WHERE V_NormName LIKE '% cereale %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Céréales - cereale - - - 4680 - - - KCA#b23631b155d144eb78b449e17bc17c12
Céréales - cereale - 6 à 12% de fibres - - 742 - - - KCA#eb59780e5df890a0d950eb609021022e
Céréales - cereale - 13 à 26% de fibres - - 192 - - - KCA#a05d7589990ffc2e271b654766ba575b
Céréales au Son - cereale son - - - 100 - - - KCA#fab4612906c28fc52dff4711049b1735
Céréales au Miel - cereale miel - - - 101 - - - KCA#b7c3cb966f2cb1fa8c64e261bae639cb
Céréales au Caramel - cereale caramel - - - 36 - - - KCA#d28c7d524b29efd12dc8fa868a9c9dc6
Céréales Chocolatées - cereale chocolatee - - - 1149 - - - KCA#47973bcc32d2418f4687bc41d2a15577
Céréales au Son de Blé - cereale son de ble - à plus de 27% de fibres - - 51 - - - KCA#a76e331eeb5198e60596461e17131fb9
Céréales pour Petit Déjeuner - cereale pour petit dejeuner - - - 0 - - - CIQ#0eabaca02709b85f4579cc22b33387cc
Céréales Complètes Soufflées - cereale complete soufflee - enrichies en vitamines et minéraux - - 0 - - - CIQ#b0c5f9183939788cb2c04392658f8446
Céréales pour Petit Déjeuner - cereale pour petit dejeuner - enrichies en vitamines et minéraux, aliment moyen - - 0 - - - CIQ#7bf835d78958b4e2c216e057e0532c3b
Céréales pour Petit Déjeuner - cereale pour petit dejeuner - non enrichies en vitamines et minéraux, aliment moyen - - 0 - - - CIQ#cbc7472e1c420f706efdd72b61c1bf13
Céréales Fourrées au Chocolat - cereale fourree chocolat - - - 110 - - - KCA#db8414f820aef1ccdb561ef9c42cefd4
Céréales au Blé Complet en Galettes - cereale ble complet en galette - - - 55 - - - KCA#56752e47f5ba8508ab86bebaf8914501
Céréales pour Petit Déjeuner Fourrées - cereale pour petit dejeuner fourree - fourrage autre que chocolat, enrichies en vitamines et minéraux - - 0 - - - CIQ#bf26acb23196824490f16b07f0bd4efe
Céréales pour Petit Déjeuner Chocolatées - cereale pour petit dejeuner chocolatee - non fourrées, enrichies en vitamines et minéraux - - 0 - - - CIQ#43c4c3c792cf07298f10a5914599ae77
Céréales Chocolatées pour Petit Déjeuner - cereale chocolatee pour petit dejeuner - non fourrées,non enrichies en vitamines et minéraux - - 0 - - - CIQ#8b2ea2c0378b4ec8dc7e57be2e881bcd
Céréales pour Petit Déjeuner Riches en Fibres - cereale pour petit dejeuner riche en fibre - au chocolat, enrichies en vitamines et minéraux - - 0 - - - CIQ#6ba8107ceef229b9780846b7a182d7e6
Céréales pour Petit Déjeuner Riches en Fibres - cereale pour petit dejeuner riche en fibre - avec ou sans fruits, enrichies en vitamines et minéraux - - 0 - - - CIQ#ed4db438e133b4a39d4abce51c64c315
Céréales pour Petit Déjeuner "équilibre" Nature - cereale pour petit dejeuner equilibre nature - non enrichies en vitamines et minéraux - - 0 - - - CIQ#e901d30ae3d9eaaa4d34ca1b31d12c70
----------------------------------------------------
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
--------------------------------- final result -----------------------------------
{'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/68af50987aac8/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Chocolat Blanc', 'normName': ' chocolat blanc ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#90a193ca88669810da556f75548d417b', 'quantity': 'une barre', 'quantityLem': '1 barre', 'pack': ['CHO.w4'], 'type': 'food', 'gtin': '3222473604623', 'gtinRef': '3222473604623', 'brand': 'Casino', 'time': '', 'event': 'unknownEvent', 'serving': 'CHO-400', 'posiNormName': 0}, {'name': 'Fraise', 'normName': ' fraise ', 'comment': 'crue', 'normComment': ' crue ', 'rank': 0, 'id': 'CIQ#a1e7daabf0eef222eb55cee2d9464244', 'quantity': 'une barre', 'quantityLem': '1 barre', 'pack': ['FRA.w100'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}, {'name': 'Canneberge ou Cranberry', 'normName': ' canneberge ou cranberry ', 'comment': 'séchée, sucrée', 'normComment': ' sechee sucree ', 'rank': 0, 'id': 'CIQ#12255cd87c209d18afcb685f55c107f2', 'quantity': 'une barre', 'quantityLem': '1 barre', 'pack': ['POG.w15'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}, {'name': 'Céréales', 'normName': ' cereale ', 'comment': '', 'normComment': '', 'rank': 4680, 'id': 'KCA#b23631b155d144eb78b449e17bc17c12', 'quantity': 'une barre', 'quantityLem': '1 barre', 'pack': ['CSS.w30'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 5.7642858028411865}
----------------------------------------------------------------------------------
LLM CPU Time: 5.7642858028411865