Input path: /home/debian/html/nutritwin/output_llm/67d9bff2d46b6/input.json
Output path: /home/debian/html/nutritwin/output_llm/67d9bff2d46b6/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/67d9bff2d46b6/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": "pommes de terre",
"quantity": "une portion",
"cookingMethod": "bouillies",
"type": "food",
"event": "declaration"
},
{
"name": "viande",
"quantity": "une portion",
"cookingMethod": "mijotée",
"type": "food",
"event": "declaration"
},
{
"name": "sauce",
"quantity": "une portion",
"cookingMethod": "mijotée",
"type": "food",
"event": "declaration"
},
{
"name": "légumes",
"quantity": "une portion",
"cookingMethod": "mijotés",
"type": "food",
"event": "declaration"
}
]
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
[
{
"name": "pommes de terre",
"quantity": "une portion",
"cookingMethod": "bouillies",
"type": "food",
"event": "declaration"
},
{
"name": "viande",
"quantity": "une portion",
"cookingMethod": "mijotée",
"type": "food",
"event": "declaration"
},
{
"name": "sauce",
"quantity": "une portion",
"cookingMethod": "mijotée",
"type": "food",
"event": "declaration"
},
{
"name": "légumes",
"quantity": "une portion",
"cookingMethod": "mijotés",
"type": "food",
"event": "declaration"
}
]
------------------------------------------------------
------------------------ After simplification ------------------------
[
{
"name": "pommes de terre",
"quantity": "une portion",
"cookingMethod": "bouillies",
"type": "food",
"event": "declaration"
},
{
"name": "viande",
"quantity": "une portion",
"cookingMethod": "mijot\u00e9e",
"type": "food",
"event": "declaration"
},
{
"name": "sauce",
"quantity": "une portion",
"cookingMethod": "mijot\u00e9e",
"type": "food",
"event": "declaration"
},
{
"name": "l\u00e9gumes",
"quantity": "une portion",
"cookingMethod": "mijot\u00e9s",
"type": "food",
"event": "declaration"
}
]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'pommes de terre', 'quantity': 'une portion', 'cookingMethod': 'bouillies', 'type': 'food', 'event': 'declaration'}, {'name': 'viande', 'quantity': 'une portion', 'cookingMethod': 'mijotée', 'type': 'food', 'event': 'declaration'}, {'name': 'sauce', 'quantity': 'une portion', 'cookingMethod': 'mijotée', 'type': 'food', 'event': 'declaration'}, {'name': 'légumes', 'quantity': 'une portion', 'cookingMethod': 'mijotés', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'pommes de terre', 'quantity': 'une portion', 'cookingMethod': 'bouillies', '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 '% pomme de terre %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Pomme de Terre - pomme de terre - égouttée - - 26541 - - - CIQ#bbc0fd1495ed69b7aadd91d1d9b9ae69
Pomme de Terre - pomme de terre - aliment moyen - - 0 - - - CIQ#15f690b8140afc79288abfb96a139095
Pomme de Terre - pomme de terre - sans peau, crue - - 0 - - - CIQ#9d1dc4d850cf0a126428e8235097b299
Pomme de Terre - pomme de terre - rôtie/cuite au four - - 0 - - - CIQ#73642ae51d1ceb413f96f404c2e8fcc5
Pomme de Terre - pomme de terre - purée, aliment moyen - - 0 - - - CIQ#20c56d85dc4d344fdfb3594d5e93f5ff
Pomme de Terre - pomme de terre - bouillie/cuite à l'eau - - 0 - - - CIQ#6997e933cb8bbe4ad6fb62b2f04c05c2
Pomme de Terre - pomme de terre - sans peau, rôtie/cuite au four - - 0 - - - CIQ#7c973fe7644a5cc7a5e1ac7f7690f91c
Pomme de Terre - pomme de terre - purée, avec lait et beurre, non salée - - 54 - - - CIQ#f6d85f887fb7a88d451e7d1390b123ee
Pomme de Terre - pomme de terre - flocons déshydratés, au lait ou à la crème - - 0 - - - CIQ#1450a8209d87032018367a76931b19ad
Pomme de Terre - pomme de terre - purée à base de flocons, reconstituée avec lait entier, matière grasse - - 0 - - - CIQ#e310092ee2308f72f5d4eb70daa82fbc
Pomme de Terre - pomme de terre - purée à base de flocons, reconstituée avec lait demi-écrémé et eau, non salée - - 0 - - - CIQ#3b12d13dfd318911c754bcb37b7b05ab
Pomme de Terre Anna - pomme de terre anna - - - 43 - - - KCA#96fe2fadd9f331eb4549227f2e4a6267
Pomme de Terre Chips - pomme de terre chip - - - 42 - - - KCA#1deb7b7eab80f8586099ee58a6db9ea2
Pomme de Terre Purée - pomme de terre puree - - - 40 - - - KCA#0d4cd5387a20885448dbbf1f634017b3
Pomme de Terre Byron - pomme de terre byron - - - 4 - - - KCA#244d59f3080438c8160682d32b6ff789
Pomme de Terre Rôties - pomme de terre rotie - - - 1077 - - - KCA#797b578eb598e7082faea0ae30d34021
Pomme de Terre Frites - pomme de terre frite - - - 178 - - - KCA#d9391c743d3aee9e28d0940b17624718
Pomme de Terre Vapeur - pomme de terre vapeur - sous vide - - 0 - - - CIQ#d52218f9e63c6cb0bf8151b244a71afd
Pomme de Terre Poêlée - pomme de terre poelee - avec matière grasse - - 0 - - - CIQ#b717c125ad32aa35b8cd673ba48f8c60
Pomme de Terre Sautées - pomme de terre sautee - - - 5854 - - - KCA#7e685fe608808c6ddb2b7b1edab93c82
----------------------------------------------------
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': 'viande', 'quantity': 'une portion', 'cookingMethod': 'mijotée', '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 '% viande %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Viande en Sauce - viande en sauce - - - 0 - - - CIQ#93db09847d51e6eff517bbca8d2fba49
Viande des Grisons - viande de grison - - - 4053 - - - CIQ#2ae50503955111d601be5caa2e4caf81
Pizza à la Viande - pizza viande - type bolognaise - - 0 - - - CIQ#b17f77e6924678e84c353cde4ec8bdc4
Lapin, Viande Crue - lapin viande crue - - - 34 - - - KCA#48f3a8f28e873bd1c8055c2acf264146
Lapin, Viande Cuite - lapin viande cuite - - - 279 - - - KCA#fa5e3f2f0dd04bfb683e03b870ffd0b0
Friand à la Viande - friand viande - - - 223 - - - KCA#cbe06c578ba5da747f27887625323741
Faisan, Viande, Rôtie - faisan viande rotie - - - 43 - - - KCA#69c774d019d5bd7fddf1628d20639106
Ravioli à la Viande - ravioli viande - sauce tomate - - 30 - - - CIQ#d03c307ddf057d6d8ffa7932271a3812
Couscous à la Viande - couscou viande - - - 0 - - - CIQ#ef43bf0d297850255b85545a22223172
Pain de Viande de Porc - pain de viande de porc - - - 106 - - - KCA#b81e8346484a92fe03f18eaffd7fc5e8
Pain de Viande de Boeuf - pain de viande de boeuf - - - 182 - - - KCA#b01fe9d47efe3dbec4c7da2adfb0c061
Pain de Viande au Poivre - pain de viande poivre - - - 11 - - - KCA#d1bbc431af5ec515c4512abad12805ce
Pain de Viande aux Olives - pain de viande au olive - - - 73 - - - KCA#b8e014029af6be435b7b988b0d798795
Ravioli à la Viande, Sauce Tomate - ravioli viande sauce tomate - - - 0 - - - KCA#ae0592ddf5c0d352006cd5f3fd04aff2
Couscous à la Viande ou au Poulet - couscou viande ou poulet - allégé - - 0 - - - CIQ#b226bbddff9f94d1731c2f8956754a75
Chausson à la Viande - chausson viande - - - 105 - - - KCA#4fecc074dedec7797a56d94578e1d904
Beignet de Viande - beignet de viande - volaille ou poisson, fait maison, cru - - 0 - - - CIQ#78b03a5ddcfe5c06f515e7bc338c7dc9
Cannelloni à la Viande - cannelloni viande - - - 246 - - - KCA#e2f2518cfd0524f3151869855227ebb2
Beignets de Viande, Volaille ou Poisson - beignet de viande volaille ou poisson - - - 99 - - - KCA#ccb2e4e98d3e8190361d8ac98a0d1230
Bouillon de Viande et Légumes Type Pot-au-feu - bouillon de viande legume type pot feu - - - 0 - - - CIQ#ac18f5b94faded0bfc242f16e1df3622
----------------------------------------------------
----------- result to be analyzed -----------
{'name': 'sauce', 'quantity': 'une portion', 'cookingMethod': 'mijotée', '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 %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Sauce Soja - sauce soja - - - 3 - - - CIQ#b952eceb45cb10013a92ef0779b17653
Sauce Pesto - sauce pesto - - - 1574 - - - CIQ#1522ff5f8e2afb98f43dc84032eb88a2
Sauce Tomate - sauce tomate - sauce tomate - - 0 - - - KCA#7d512351ce711d864802585661fe5016
Sauce au Curry - sauce curry - - - 756 - - - CIQ#9210f7eca1ee3b1897594c0178290b20
Sauce Barbecue - sauce barbecue - - - 605 - - - CIQ#ef41b91b3553734511e938471949c410
Sauce au Chocolat - sauce chocolat - - - 0 - - - CIQ#499da9cecdcb14e8c3264dd25833827c
Sauce Végétale Type Bolognaise - sauce vegetale type bolognaise - - - 0 - - - CIQ#84e99ba7b00b9d430019fdda2fd5f7c0
Sauce Nuoc Mâm ou Sauce au Poisson - sauce nuoc mam ou sauce poisson - - - 0 - - - CIQ#af0e9d2be8f4dd30887de87ebdddf63f
Sauce Basquaise ou Sauce aux Poivrons - sauce basquaise ou sauce au poivron - - - 0 - - - CIQ#47d21249bc4ab285956c9e298c68bb6d
Sauce pour Nems à Base de Nuoc-mam Dilué - sauce pour nem base de nuoc mam dilue - - - 0 - - - CIQ#68d76cc02b44928be15871a78b9d94f0
Raie à la Sauce Rose - raie sauce rose - - - 7 - - - KCA#1444c15182b9ef2f68e738c71bfb6cc7
Porc à la Sauce Satay - porc sauce satay - - - 60 - - - KCA#aed030947a37a27a9fdcf9addd4e67bc
Oeufs à la Sauce Robert - oeuf sauce robert - - - 2 - - - KCA#8624d58a57b5203a5e66034982f48874
Oeufs à la Sauce Béarnaise - oeuf sauce bearnaise - - - 11 - - - KCA#b3c010b58057c755805baed78408c687
Boeuf Sauce Satay - boeuf sauce satay - - - 198 - - - KCA#2892f776d49ca112a8d9a6cdd51df956
Moules Sauce Rousse - moule sauce rousse - - - 39 - - - KCA#e28239723ff413f8d4c84fea8b2301c9
Steaks Sauce Persil - steak sauce persil - sauce persil - - 0 - - - KCA#6524592e1b23ceffe76c9e0ff784370d
Moules à la Sauce Catalane ou Escabèche - moule sauce catalane ou escabeche - tomate, égouttée - - 0 - - - CIQ#c816954f008a5e5e39aad2cbf43621e8
Abats en Sauce - abat en sauce - - - 11 - - - KCA#eb1dcd4090f766ad17ceaa2a6323f56f
Poisson Sauce Oseille - poisson sauce oseille - - - 93 - - - KCA#aa876384995dcab3ff5f07a2d998ee89
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'légumes', 'quantity': 'une portion', 'cookingMethod': 'mijotés', '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 '% legume %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Légumes - legume - mélange surgelé, crus - - 0 - - - CIQ#cdac90625481044846cb7fc75e6b8fc4
Légumes - legume - 3-4 sortes en mélange, purée - - 0 - - - CIQ#49d3727220538d9432ea7f00ea88a120
Légume Cuit - legume cuit - - - 0 - - - CIQ#9e3ab76bd76adf48369352042a898f0c
Légumes Secs - legume sec - - - 26 - - - KCA#11ff259e13559012b3a61e08404ecc8d
Légumes, Jus - legume ju - aliment moyen - - 62 - - - KCA#ec8e8059fe82f748a29ed4668b08c870
Légumes Verts - legume vert - - - 3680 - - - KCA#3fbcb3c978a56a43b3a94faa14a7d372
Légumes Farcis - legume farci - sauf tomate - - 0 - - - CIQ#be71e1477212f59facda71eec7f5995a
Légumes Grillés - legume grille - - - 3351 - - - KCA#71cbd3bc5f5e4bf3933a63272dac0d1e
Légumes pour Potages - legume pour potage - surgelés, crus - - 0 - - - CIQ#e9c7ec608d8fb09e0f9289669b20b604
Légumes pour Couscous - legume pour couscou - surgelés, crus - - 0 - - - CIQ#75869428923d4c90f5d609bad2192b4f
Légumes, Mélange Surgelé - legume melange surgele - - - 2346 - - - KCA#e39891e7f0758373a0b3b4e8bb9b9a1c
Légumes Farcis (sauf Tomate) - legume farci - - - 304 - - - KCA#e512cf542a49b999b54099799c521384
Légumes Cuits (aliment Moyen) - legume cuit - - - 860 - - - KCA#9e3ab76bd76adf48369352042a898f0c
Légumes Braisés à la Gremolata - legume braise gremolata - - - 49 - - - KCA#e143157033c13edf1668aaed06032a65
Légume en Purée, sans Sel (aliment Moyen) - legume en puree san sel - - - 44 - - - KCA#d9ac9a98a2c3f56f729608c377b7745f
Jus de Légumes - ju de legume - pur jus, aliment moyen - - 0 - - - CIQ#bebc98ac1c870759f243d591f960a525
Pain de Légumes - pain de legume - - - 30 - - - KCA#5f911853df6018fce97dd843c894a42d
Chips de Légumes - chip de legume - - - 246 - - - KCA#5a6ce99a16d6417aceae1a542b182077
Pâtes aux Légumes Crues - pate au legume crue - - - 98 - - - KCA#7bdf5788c7783bf48c7cad4f21e4a20c
Pâté de Légumes en Croûte - pate de legume en croute - - - 23 - - - KCA#d57fad2b2ea5ec850d1d61950e018dae
----------------------------------------------------
--------------------------------- final result -----------------------------------
{'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/67d9bff2d46b6/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Pomme de Terre', 'normName': ' pomme de terre ', 'comment': 'purée, aliment moyen', 'normComment': ' puree aliment moyen ', 'rank': 0, 'id': 'CIQ#20c56d85dc4d344fdfb3594d5e93f5ff', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'LEG-100', 'posiNormName': 0}, {'name': 'Viande en Sauce', 'normName': ' viande en sauce ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'CIQ#93db09847d51e6eff517bbca8d2fba49', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['BOE.w250'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'BOE-100', 'posiNormName': 0}, {'name': 'Sauce Soja', 'normName': ' sauce soja ', 'comment': '', 'normComment': '', 'rank': 3, 'id': 'CIQ#b952eceb45cb10013a92ef0779b17653', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['CSS.w20'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Légumes', 'normName': ' legume ', 'comment': 'mélange surgelé, crus', 'normComment': ' melange surgele cru ', 'rank': 0, 'id': 'CIQ#cdac90625481044846cb7fc75e6b8fc4', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'LEG-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 20.242047548294067}
----------------------------------------------------------------------------------
LLM CPU Time: 20.242047548294067