Input path: /home/debian/html/nutritwin/output_llm/687cc1c3e2a2c/input.json
Output path: /home/debian/html/nutritwin/output_llm/687cc1c3e2a2c/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/687cc1c3e2a2c/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": "poulet",
"quantity": "plusieurs morceaux",
"cookingMethod": "cuisiné",
"type": "food",
"event": "declaration"
},
{
"name": "riz",
"quantity": "plusieurs grains",
"cookingMethod": "cuisiné",
"type": "food",
"event": "declaration"
},
{
"name": "pois chiches",
"quantity": "plusieurs",
"cookingMethod": "cuisiné",
"type": "food",
"event": "declaration"
},
{
"name": "carottes",
"quantity": "plusieurs morceaux",
"cookingMethod": "cuisiné",
"type": "food",
"event": "declaration"
}
]
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
[
{
"name": "poulet",
"quantity": "plusieurs morceaux",
"cookingMethod": "cuisiné",
"type": "food",
"event": "declaration"
},
{
"name": "riz",
"quantity": "plusieurs grains",
"cookingMethod": "cuisiné",
"type": "food",
"event": "declaration"
},
{
"name": "pois chiches",
"quantity": "plusieurs",
"cookingMethod": "cuisiné",
"type": "food",
"event": "declaration"
},
{
"name": "carottes",
"quantity": "plusieurs morceaux",
"cookingMethod": "cuisiné",
"type": "food",
"event": "declaration"
}
]
------------------------------------------------------
------------------------ After simplification ------------------------
[
{
"name": "poulet",
"quantity": "plusieurs morceaux",
"cookingMethod": "cuisin\u00e9",
"type": "food",
"event": "declaration"
},
{
"name": "riz",
"quantity": "plusieurs grains",
"cookingMethod": "cuisin\u00e9",
"type": "food",
"event": "declaration"
},
{
"name": "pois chiches",
"quantity": "plusieurs",
"cookingMethod": "cuisin\u00e9",
"type": "food",
"event": "declaration"
},
{
"name": "carottes",
"quantity": "plusieurs morceaux",
"cookingMethod": "cuisin\u00e9",
"type": "food",
"event": "declaration"
}
]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'poulet', 'quantity': 'plusieurs morceaux', 'cookingMethod': 'cuisiné', 'type': 'food', 'event': 'declaration'}, {'name': 'riz', 'quantity': 'plusieurs grains', 'cookingMethod': 'cuisiné', 'type': 'food', 'event': 'declaration'}, {'name': 'pois chiches', 'quantity': 'plusieurs', 'cookingMethod': 'cuisiné', 'type': 'food', 'event': 'declaration'}, {'name': 'carottes', 'quantity': 'plusieurs morceaux', 'cookingMethod': 'cuisiné', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'poulet', 'quantity': 'plusieurs morceaux', 'cookingMethod': 'cuisiné', 'type': 'food', 'event': 'declaration'}
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 '% poulet %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Poulet - poulet - - - 8795 - - - KCA#2b8a36538eae9db1a126faeda234fa36
Poulet - poulet - escalope panée - - 0 - - - CIQ#bae631670e62c77d45034eff236a1db0
Poulet - poulet - croquette panée ou nuggets - - 0 - - - CIQ#d8096293142be1614c2e2d792fb0d135
Poulet - poulet - cuisse, viande et peau, cru - - 0 - - - CIQ#7de39f1b0aefe1479f456f2eeffe360d
Poulet - poulet - filet, sans peau, sauté/poêlé - - 0 - - - CIQ#bdeff1663af053ba0ef4dfc523f03224
Poulet - poulet - cuisse, viande, rôti/cuit au four - - 0 - - - CIQ#2760b1ebd16b8f276e8dc49751990e69
Poulet - poulet - viande et peau, rôti/cuit au four - - 0 - - - CIQ#ea614234aa25e31d1b1bd4f1dbbbce1a
Poulet - poulet - filet, sans peau, sauté/poêlé, bio - - 0 - - - CIQ#8d157895c46690cf07811470dcb92052
Poulet - poulet - cuisse, viande, bouilli/cuit à l'eau - - 0 - - - CIQ#698505f6db4f71029aeeab2e3a06e19c
Poulet - poulet - manchons marinés, rôtis/cuits au four - - 0 - - - CIQ#960d39abb32cc5f3c56126dfd2e03e8f
Poulet - poulet - aile, viande et peau, rôti/cuit au four - - 0 - - - CIQ#f9c58ba832cc3603548917e8084ee304
Poulet - poulet - cuisse, viande et peau, rôtie/cuite au four - - 0 - - - CIQ#124b0a1b1080244ea5c3ca52f7866c32
Poulet - poulet - poitrine, viande et peau, rôti/cuit au four - - 0 - - - CIQ#e3de333fab10eb5afe51680b6cb1d486
Poulet - poulet - cuisse, viande et peau, bouilli/cuit à l'eau - - 0 - - - CIQ#b2d906c4947a322c9b05108f5b1a0ae3
Poulet Rôti - poulet roti - - - 10622 - - - KCA#8f4155b2705cf340fe3f2777bcfbe7ea
Poulet Frit - poulet frit - - - 2594 - - - KCA#dd0ae748ef0c8413ce4c89f25d8229d1
Poulet Marengo - poulet marengo - - - 57 - - - KCA#f706ed1fc95afe84c20df295d5844034
Poulet à l'Ail - poulet ail - - - 51 - - - KCA#ada607ff9b9084654b8663e6d96eaa93
Poulet au Miel - poulet miel - et salade de Fenouil et Céleri à la crème - - 43 - - - KCA#10b8495a1834253e87733dc33ffcfd80
Poulet au Curry - poulet curry - - - 1421 - - - KCA#89f6cd1b00b67266a7db24596103e009
----------------------------------------------------
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
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
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
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
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'riz', 'quantity': 'plusieurs grains', 'cookingMethod': 'cuisiné', 'type': 'food', 'event': 'declaration'}
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 '% riz %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Riz - riz - mélange de variétés, blanc, complet, rouge, sauvage,., cru - - 0 - - - CIQ#a07819c9749e64bb8fdf05c82933f975
Riz Thaï - riz thai - non salé - - 0 - - - CIQ#ac2fd71ae23ef149ca342c965d560af3
Riz Sauté - riz saute - - - 1630 - - - KCA#8a7c81299be0e4a1d8a5d55c311ac357
Riz Blanc - riz blanc - cru - - 0 - - - CIQ#5e08f294c544b6dbc1ee7d37a7eb2c96
Riz Rouge - riz rouge - cru - - 0 - - - CIQ#e52c512dd7f9b51c90d048e5efeec56e
Riz Blanc - riz blanc - non salé - - 16469 - - - CIQ#f9b73aa60d2f7f559fce98ce3ac5c13c
Riz Rouge - riz rouge - non salé - - 0 - - - CIQ#82ae14b06516b5eb3b26a705dcb698a3
Riz Blanc - riz blanc - avec poulet - - 0 - - - CIQ#c71662da3d045e64e316f472d5abd627
Riz Jaune - riz jaune - au lait de Coco - - 54 - - - KCA#fce436115e06eeddfc6a6bb946a77317
Riz Blanc - riz blanc - avec légumes et viande - - 0 - - - CIQ#e80ff9a7c8bfefe077463eba05d7d873
Riz Pilaf - riz pilaf - aux Asperges et aux Champignons - - 148 - - - KCA#51cb6cbdd6b1d60180e4df36e1900396
Riz Gluant - riz gluant - - - 670 - - - KCA#a9f8450583c586dd97516af4daa68d98
Riz Jasmin - riz jasmin - - - 515 - - - KCA#82f0e631fc5d3feb05f2cb82664429d4
Riz au Lait - riz lait - - - 2141 - - - CIQ#708312da229435845a51dc66016ac5dc
Riz Complet - riz complet - cru - - 3 - - - CIQ#64df585ce75d5d905c4e92be834170a5
Riz Sauvage - riz sauvage - cru - - 0 - - - CIQ#65668baead4ceadf6f8269416ce5cef5
Riz Basmati - riz basmati - non salé - - 0 - - - CIQ#1145ed25cb9fd225c13765c6cee54de3
Riz Complet - riz complet - non salé - - 0 - - - CIQ#d99bd2e9a1547db20db6b79a89c0c3c9
Riz Sauvage - riz sauvage - non salé - - 0 - - - CIQ#c0c548033695d9c3adf24102b29dcb1b
Riz au Coco - riz coco - au Poivron et à la Coriandre - - 95 - - - KCA#652179cc35ad46dc7fb28650f7f7d732
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'pois chiches', 'quantity': 'plusieurs', 'cookingMethod': 'cuisiné', 'type': 'food', 'event': 'declaration'}
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 '% poi chiche %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Pois Chiche - poi chiche - bouilli/cuit à l'eau - - 0 - - - CIQ#aae16071f193c388da3c4d50ee951ede
Pois Chiches - poi chiche - - - 2304 - - - KCA#115b7f431a49455f26ed3b7f3932db39
Pois Chiches en Salade - poi chiche en salade - - - 274 - - - KCA#4786e15f82c9dd98983f07f50adf34bf
Pâtes aux Pois Chiches - pate au poi chiche - - - 26 - - - KCA#b7ced6da14db5293890182d775b8149e
Salade de Pois Chiches - salade de poi chiche - - - 183 - - - KCA#43732d53972a4e71967a601d395af34f
Tagine de Pois Chiches et Légumes - tagine de poi chiche legume - et légumes - - 0 - - - KCA#33f425a45076f2043c6ce4902f03f2cc
Boulettes de Pois Chiches - boulette de poi chiche - - - 82 - - - KCA#e2c4b73e803ec2f5445d657d3f757aaf
Falafel ou Boulette de Pois-chiche Et/ou Fève - falafel ou boulette de poi chiche et/ou feve - - - 0 - - - CIQ#39c9188b52b072617f11cb33e93f63d9
Falafel ou Boulette de Pois-chiche Et/ou Fève - falafel ou boulette de poi chiche et/ou feve - frite - - 0 - - - CIQ#8f95207f021791a672b8c691de586b4c
----------------------------------------------------
ERROR: no solution for picto in the first solution
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'carottes', 'quantity': 'plusieurs morceaux', 'cookingMethod': 'cuisiné', 'type': 'food', 'event': 'declaration'}
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 '% carotte %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Carotte - carotte - - - 0 - - - CIQ#c25a5ac9d76a886e8d048234775511cc
Carotte - carotte - crue - - 1 - - - CIQ#a7874f4f33fb2dbc15824a2e825563a1
Carotte - carotte - purée - - 0 - - - CIQ#9c5ebd1506b8bd79c185157a907e5bdb
Carotte - carotte - surgelée - - 45 - - - CIQ#e3009eb73fdd922e2253b10af6bfa6d9
Carotte - carotte - égouttée - - 0 - - - CIQ#949bbc6db954a7c778a54ae6468f63c7
Carotte - carotte - à la vapeur - - 0 - - - CIQ#1de710714c0199745f6629010e1f4b1b
Carotte - carotte - purée cuisinée à la crème - - 0 - - - CIQ#32559c9674d3bad3a4340c9eae6501ad
Carotte - carotte - bouillie/cuite à l'eau, fondante - - 0 - - - CIQ#82c4ed5b7b54f49bfca9f849a0c03b48
Carotte - carotte - bouillie/cuite à l'eau, croquante - - 0 - - - CIQ#5cd51d236a0a8e7c95564dd5f01f45d9
Carotte (jus) - carotte - - - 12544 - - - KCA#c25a5ac9d76a886e8d048234775511cc
Carottes Vichy - carotte vichy - - - 2919 - - - KCA#c3d70e0599b5f9ed8f8c5855114d2920
Carottes Rapées - carotte rapee - - - 11844 - - - KCA#5bab4982631307ce183c664c08e55546
Carottes Rapées - carotte rapee - à l'Orange - - 32 - - - KCA#73ce70cd5efc3dc60888616fadfd35af
Carottes Surgelées - carotte surgelee - - - 0 - - - KCA#13cc5a1b7bf3fb616eae70ea61518915
Carottes à l'Étuvée - carotte etuvee - - - 1807 - - - KCA#49cbbe74a431d4e41b8704d1fe93ec8e
Carottes Râpées Nature - carotte rapee nature - - - 1074 - - - KCA#08362e84e9b96863e50aef4a65b95bf4
Carottes à la Fermière - carotte fermiere - - - 180 - - - KCA#84ed7da5773a27fe3972f5bfb0dbc423
Carotte Râpée à la Vinaigrette - carotte rapee vinaigrette - - - 1371 - - - KCA#550aab930f59f61f6d4b015c1f19f2a7
Soupe à la Carotte - soupe carotte - - - 4 - - - CIQ#caea7c027f921522fe3dfa8ae19f528d
Flan aux Carottes - flan au carotte - - - 195 - - - KCA#aa67df5d93c0fe5f69f4a1cbc7b479be
----------------------------------------------------
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
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
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
ERROR: no solution for picto in the first solution
--------------------------------- final result -----------------------------------
{'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/687cc1c3e2a2c/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Poulet', 'normName': ' poulet ', 'comment': '', 'normComment': '', 'rank': 8795, 'id': 'KCA#2b8a36538eae9db1a126faeda234fa36', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['POU.w100', 'CUI.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Riz', 'normName': ' riz ', 'comment': 'mélange de variétés, blanc, complet, rouge, sauvage,., cru', 'normComment': ' melange de variete blanc complet rouge sauvage cru ', 'rank': 0, 'id': 'CIQ#a07819c9749e64bb8fdf05c82933f975', 'quantity': 'plusieurs grains', 'quantityLem': 'plusieur grain', 'pack': ['BOR.w200', 'CSS.w20'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Pois Chiche', 'normName': ' poi chiche ', 'comment': "bouilli/cuit à l'eau", 'normComment': ' bouilli/cuit eau ', 'rank': 0, 'id': 'CIQ#aae16071f193c388da3c4d50ee951ede', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Carotte', 'normName': ' carotte ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'CIQ#c25a5ac9d76a886e8d048234775511cc', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['CAR.w125'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 3.232213258743286}
----------------------------------------------------------------------------------
LLM CPU Time: 3.232213258743286