Input path: /home/debian/html/nutritwin/output_llm/6828719f8bf71/input.json
Output path: /home/debian/html/nutritwin/output_llm/6828719f8bf71/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/6828719f8bf71/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": "haricots verts",
"quantity": "une portion",
"cookingMethod": "cuits",
"type": "food",
"event": "declaration"
},
{
"name": "raviolis",
"quantity": "une portion",
"cookingMethod": "cuits",
"type": "food",
"event": "declaration"
},
{
"name": "sauce tomate",
"quantity": "une portion",
"cookingMethod": "cuite",
"type": "food",
"event": "declaration"
}
]
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
[
{
"name": "haricots verts",
"quantity": "une portion",
"cookingMethod": "cuits",
"type": "food",
"event": "declaration"
},
{
"name": "raviolis",
"quantity": "une portion",
"cookingMethod": "cuits",
"type": "food",
"event": "declaration"
},
{
"name": "sauce tomate",
"quantity": "une portion",
"cookingMethod": "cuite",
"type": "food",
"event": "declaration"
}
]
------------------------------------------------------
------------------------ After simplification ------------------------
[
{
"name": "haricots verts",
"quantity": "une portion",
"cookingMethod": "cuits",
"type": "food",
"event": "declaration"
},
{
"name": "raviolis",
"quantity": "une portion",
"cookingMethod": "cuits",
"type": "food",
"event": "declaration"
},
{
"name": "sauce tomate",
"quantity": "une portion",
"cookingMethod": "cuite",
"type": "food",
"event": "declaration"
}
]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'haricots verts', 'quantity': 'une portion', 'cookingMethod': 'cuits', 'type': 'food', 'event': 'declaration'}, {'name': 'raviolis', 'quantity': 'une portion', 'cookingMethod': 'cuits', 'type': 'food', 'event': 'declaration'}, {'name': 'sauce tomate', 'quantity': 'une portion', 'cookingMethod': 'cuite', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'haricots verts', 'quantity': 'une portion', 'cookingMethod': 'cuits', '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 '% haricot vert %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Haricot Vert - haricot vert - - - 0 - - - CIQ#efedc12de30a6792e4cce0ac909b0d59
Haricot Vert - haricot vert - surgelé - - 154 - - - CIQ#1a6e737ae6a199c819eec98d3e1a2590
Haricot Vert - haricot vert - égoutté - - 0 - - - CIQ#1177b9c2ec6d59b48e0d39839eb385d1
Haricot Vert - haricot vert - surgelé, cru - - 0 - - - CIQ#5aa98988b46740cd326d667185454972
Haricot Vert - haricot vert - bouilli/cuit à l'eau - - 0 - - - CIQ#3e5509a19b13f2e075fd2fe795791079
Haricots Verts - haricot vert - - - 17373 - - - KCA#efedc12de30a6792e4cce0ac909b0d59
Haricots Verts Cuits - haricot vert cuit - - - 7959 - - - KCA#254c7444b4cf283538fad5895a542d22
Haricots Verts Lardons - haricot vert lardon - - - 100 - - - KCA#6874f69a8ead359116ae7a390050180e
Haricots Verts Conserve - haricot vert conserve - - - 1425 - - - KCA#e1bb57c29ed7d08fa3282fc598eed53d
Haricots Verts Surgelés - haricot vert surgele - - - 0 - - - KCA#2bf9488248010e76fac38dbee693d2a9
Haricots Verts à l'Anglais - haricot vert anglai - - - 23 - - - KCA#4926dc105068b5d8ef3052494e32fb21
Haricots Verts Bonne Maman - haricot vert bonne maman - - - 19 - - - KCA#60739f2d4a2d1811dc58dc35bd21b37a
Haricots Verts Tourangelle - haricot vert tourangelle - - - 6 - - - KCA#b8ce290d4a33dd03b27ac2fa8a814753
Haricots Verts à la Fermière - haricot vert fermiere - - - 26 - - - KCA#ed6a0aa7718396235e74a369bf983542
Haricots Verts à la Sauce Tomate - haricot vert sauce tomate - - - 83 - - - KCA#168eaf3d7514042587c42989056107d3
Poulet et Haricots Verts au Citron Confit - poulet haricot vert citron confit - - - 14 - - - KCA#03f4683e4348d0279a3a432205dbc751
Purée de Haricots Verts - puree de haricot vert - - - 32 - - - KCA#53cb0275faf96a7122d34fc8d19ad23d
Boeuf Haché aux Haricots Verts Piquants - boeuf hache au haricot vert piquant - - - 15 - - - KCA#34ba50fafe3cd0eaa5b78ce743e01f37
Côtes de Veau à la Crème de Haricots Verts - cote de veau creme de haricot vert - - - 18 - - - KCA#9c8766ceb23aa4570d059fd20af5a0b3
----------------------------------------------------
----------- result to be analyzed -----------
{'name': 'raviolis', 'quantity': 'une portion', 'cookingMethod': 'cuits', '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 '% ravioli %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Raviolis Vapeur - ravioli vapeur - - - 894 - - - KCA#aec03fe50f30948c69cbab25a97bc279
Raviolis au Tofu - ravioli tofu - à la sauce tomate - - 0 - - - CIQ#b3ecf3b761b170570c0745df1c80532e
Raviolis aux Cèpes - ravioli au cepe - - - 685 - - - KCA#f5b12e1e785e6cd2b580aa8d16ad0783
Ravioli à la Viande - ravioli viande - sauce tomate - - 30 - - - CIQ#d03c307ddf057d6d8ffa7932271a3812
Raviolis aux Légumes - ravioli au legume - sauce tomate - - 0 - - - CIQ#b0c52fabbed1657628625997c31177d0
Raviolis Sauce Tomate - ravioli sauce tomate - - - 59 - - - KCA#00b7586ccb34b5d08b2af872b41ab49a
Raviolis de Crevettes - ravioli de crevette - et purée de petit pois à la Menthe - - 113 - - - KCA#9402f5d4c75414be5a03208ffbd14481
Raviolis Frais au Boeuf - ravioli frai boeuf - - - 136 - - - KCA#3760c4332a73affe55b5b3e5bb9a7d1a
Ravioli au Fromage, Cuit - ravioli fromage cuit - - - 249 - - - KCA#65dfcdae65629c51eed410c110fb14c7
Raviolis Frais au Jambon - ravioli frai jambon - - - 113 - - - KCA#bcef1965f56a42bc053acdd28bf2624e
Raviolis Frais aux Fromages - ravioli frai au fromage - - - 85 - - - KCA#02b9435d3965af9d128c27c7c5a0f1a8
Raviolis Frais aux Epinards - ravioli frai au epinard - - - 76 - - - KCA#0933097fa2901b5e5e0e29590a3b0b95
Raviolis Frais Ricotta-epinards - ravioli frai ricotta epinard - - - 362 - - - KCA#08bd3dee018c7d1de7780e83157db3bb
Ravioli à la Viande, Sauce Tomate - ravioli viande sauce tomate - - - 0 - - - KCA#ae0592ddf5c0d352006cd5f3fd04aff2
Ravioli au Tofu Sauce Tomate/basilic - ravioli tofu sauce tomate/basilic - - - 64 - - - KCA#99cf79ac7628d499355f89b788c4e5d6
Raviolis Sauce Bolognaise en Conserve - ravioli sauce bolognaise en conserve - - - 12 - - - KCA#b7d1cb974de6e95ad77098eac5498f29
Ravioli Chinois à la Vapeur à la Crevette - ravioli chinoi vapeur crevette - - - 0 - - - CIQ#0ce07091a58a102617c9f8ed4f083170
Raviolis Frais Mozzarella, Aubergines, Tomates - ravioli frai mozzarella aubergine tomate - - - 106 - - - KCA#d4f4e3a8c39b3ea26608b7b1be1e7382
Consommé aux Ravioli - consomme au ravioli - - - 10 - - - KCA#810d3c5b6c7866a0e4fdd902dd4df896
----------------------------------------------------
----------- result to be analyzed -----------
{'name': 'sauce tomate', 'quantity': 'une portion', 'cookingMethod': 'cuite', '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 '% sauce tomate %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Sauce Tomate - sauce tomate - sauce tomate - - 0 - - - KCA#7d512351ce711d864802585661fe5016
Raviolis Sauce Tomate - ravioli sauce tomate - - - 59 - - - KCA#00b7586ccb34b5d08b2af872b41ab49a
Spaghetti Sauce Tomate - spaghetti sauce tomate - sauce tomate - - 0 - - - KCA#8e8cc25adac4bb1a5ff6a9bd1950fcd8
Côtes de Veau Sauce Tomate - cote de veau sauce tomate - - - 10 - - - KCA#359b72401216cb6f415985f7b41741ef
Haricots Verts à la Sauce Tomate - haricot vert sauce tomate - - - 83 - - - KCA#168eaf3d7514042587c42989056107d3
Ravioli à la Viande, Sauce Tomate - ravioli viande sauce tomate - - - 0 - - - KCA#ae0592ddf5c0d352006cd5f3fd04aff2
Boulettes d'Epinards à la Sauce Tomate - boulette epinard sauce tomate - - - 9 - - - KCA#2400b360c946364c7fedfc50987e55b3
----------------------------------------------------
ERROR: no solution for picto in the first solution
--------------------------------- final result -----------------------------------
{'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/6828719f8bf71/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Haricot Vert', 'normName': ' haricot vert ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'CIQ#efedc12de30a6792e4cce0ac909b0d59', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'LEG-100', 'posiNormName': 0}, {'name': 'Raviolis Vapeur', 'normName': ' ravioli vapeur ', 'comment': '', 'normComment': '', 'rank': 894, 'id': 'KCA#aec03fe50f30948c69cbab25a97bc279', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['RAV.k38'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'RAV-100', 'posiNormName': 0}, {'name': 'Sauce Tomate', 'normName': ' sauce tomate ', 'comment': 'sauce tomate', 'normComment': ' sauce tomate ', 'rank': 0, 'id': 'KCA#7d512351ce711d864802585661fe5016', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['CSS.w15'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 2.6721854209899902}
----------------------------------------------------------------------------------
LLM CPU Time: 2.6721854209899902