Input path: /home/debian/html/nutritwin/output_llm/68ae7db4ec131/input.json
Output path: /home/debian/html/nutritwin/output_llm/68ae7db4ec131/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/68ae7db4ec131/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": "figue",
"quantity": "plusieurs tranches",
"type": "food",
"event": "declaration"
},
{
"name": "crème fouettée",
"quantity": "une portion",
"type": "food",
"event": "declaration"
},
{
"name": "baie de goji",
"quantity": "quelques",
"type": "food",
"event": "declaration"
},
{
"name": "raisin sec",
"quantity": "quelques",
"type": "food",
"event": "declaration"
},
{
"name": "pistache",
"quantity": "quelques",
"type": "food",
"event": "declaration"
}
]
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
[
{
"name": "figue",
"quantity": "plusieurs tranches",
"type": "food",
"event": "declaration"
},
{
"name": "crème fouettée",
"quantity": "une portion",
"type": "food",
"event": "declaration"
},
{
"name": "baie de goji",
"quantity": "quelques",
"type": "food",
"event": "declaration"
},
{
"name": "raisin sec",
"quantity": "quelques",
"type": "food",
"event": "declaration"
},
{
"name": "pistache",
"quantity": "quelques",
"type": "food",
"event": "declaration"
}
]
------------------------------------------------------
------------------------ After simplification ------------------------
[
{
"name": "figue",
"quantity": "plusieurs tranches",
"type": "food",
"event": "declaration"
},
{
"name": "cr\u00e8me fouett\u00e9e",
"quantity": "une portion",
"type": "food",
"event": "declaration"
},
{
"name": "baie de goji",
"quantity": "quelques",
"type": "food",
"event": "declaration"
},
{
"name": "raisin sec",
"quantity": "quelques",
"type": "food",
"event": "declaration"
},
{
"name": "pistache",
"quantity": "quelques",
"type": "food",
"event": "declaration"
}
]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'figue', 'quantity': 'plusieurs tranches', 'type': 'food', 'event': 'declaration'}, {'name': 'crème fouettée', 'quantity': 'une portion', 'type': 'food', 'event': 'declaration'}, {'name': 'baie de goji', 'quantity': 'quelques', 'type': 'food', 'event': 'declaration'}, {'name': 'raisin sec', 'quantity': 'quelques', 'type': 'food', 'event': 'declaration'}, {'name': 'pistache', 'quantity': 'quelques', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'figue', 'quantity': 'plusieurs tranches', '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 '% figue %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Figue - figue - crue - - 0 - - - CIQ#4eb7f448235626132490278bcb542903
Figue Sèche - figue seche - - - 2847 - - - KCA#cf0e3dcd720e95b2a3c8f7e7e3cb5963
Figue Fraîche - figue fraiche - - - 1820 - - - KCA#219f11cfc3f11371862c3c32d0df251e
Figue de Barbarie - figue de barbarie - - - 146 - - - KCA#cbc1f0a475af6321f02f9fd82fcbad25
Figues à la Crème - figue creme - - - 24 - - - KCA#b0303ede370013e9966e31c8961ac009
Biscuit Figues - biscuit figue - - - 137 - - - KCA#dc77485ca48a32145b1eab348cb1f54c
Faisan aux Figues - faisan au figue - - - 0 - - - KCA#0a140d59579dd3851ba07a3392442bd7
Riz aux Epinards et aux Figues - riz au epinard au figue - - - 9 - - - KCA#92aaabb51f939b54b37121fb6eff2626
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'crème fouettée', 'quantity': 'une portion', '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 '% creme fouettee %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
--> CPU time in DB: 0.1514 seconds
Word: Crème Légère Fouettée - dist: 0.4068111181259155 - row: 26364
Word: Mousse de Crème Fouettée - dist: 0.4170769155025482 - row: 25450
Word: Crème à Fouetter - dist: 0.4277348518371582 - row: 43172
Word: Tartelette Crème Fouettée - dist: 0.4638974964618683 - row: 11377
Word: Fromage Fouetté - dist: 0.5085031986236572 - row: 4759
Found embedding word: Crème Légère Fouettée
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 = 'Crème Légère Fouettée'
------------- Found solution (max 20) --------------
Crème Légère Fouettée - creme legere fouettee - - Intermarché - 0 - 3250390504535 - 3250390504535 - OFF#cb2859fba6b37f14d7b4c1cf8da673af
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'baie de goji', 'quantity': 'quelques', '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 '% baie de goji %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
--> CPU time in DB: 0.1230 seconds
Word: Chocolat Noir aux Baies de Goji - dist: 0.6534631848335266 - row: 40580
Word: Granola Baies de Goji Graines de Courge Cassis - dist: 0.6566570997238159 - row: 54110
Word: Goji Séchées - dist: 0.6908062696456909 - row: 3195
Word: Muesli Croustillant Myrtilles et Baie de Goji - dist: 0.7020125389099121 - row: 53675
Word: Salade Céréales Mangue Avocat Baies de Goji Sauce Citronnée - dist: 0.7221681475639343 - row: 37137
Found embedding word: Chocolat Noir aux Baies de Goji
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 Noir aux Baies de Goji'
------------- Found solution (max 20) --------------
Chocolat Noir aux Baies de Goji - chocolat noir au baie de goji - - Moulin des Moines - 0 - 3347430004862 - 3347430004862 - OFF#da9f7064135449a65a0fb0354e2dd04a
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'raisin sec', 'quantity': 'quelques', '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 '% raisin sec %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Raisins Secs - raisin sec - - - 0 - - - KCA#1629eba3d871ec3e0fd5431f9291bf6d
Coquilles Saint-jacques aux Raisins Secs et aux Noix - coquille saint jacque au raisin sec au noix - - - 13 - - - KCA#59f9d02f58a7baf98b114e2bee89eb74
Mélange Apéritif de Graines Salées et Raisins Secs - melange aperitif de graine salee raisin sec - - - 407 - - - CIQ#305b0fc1573735058409c9697e0663c8
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'pistache', 'quantity': 'quelques', '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 '% pistache %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Flan Pistache - flan pistache - - - 189 - - - KCA#de73c04d5dd338ccb5ecf4563cbc03ff
Financiers Pistaches Citron Vert - financier pistache citron vert - - - 772 - - - KCA#4e103d642f298f49c6cf815bcfc83c4e
Crème Glacée Pistache - creme glacee pistache - - - 168 - - - KCA#395f05ffab538f717abb04eac6e8d3b6
Crème Glacée et Praliné à la Pistache - creme glacee praline pistache - - - 35 - - - KCA#06e72c8cb7916f9a7666a1f5830ebaf0
----------------------------------------------------
ERROR: no solution for picto in the first solution
--------------------------------- final result -----------------------------------
{'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/68ae7db4ec131/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Figue', 'normName': ' figue ', 'comment': 'crue', 'normComment': ' crue ', 'rank': 0, 'id': 'CIQ#4eb7f448235626132490278bcb542903', 'quantity': 'plusieurs tranches', 'quantityLem': 'plusieur tranche', 'pack': ['FIG.w50'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Crème Légère Fouettée', 'normName': ' creme legere fouettee ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#cb2859fba6b37f14d7b4c1cf8da673af', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['GA5.w100'], 'type': 'food', 'gtin': '3250390504535', 'gtinRef': '3250390504535', 'brand': 'Intermarché', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': -1}, {'name': 'Chocolat Noir aux Baies de Goji', 'normName': ' chocolat noir au baie de goji ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#da9f7064135449a65a0fb0354e2dd04a', 'quantity': 'quelques', 'quantityLem': 'quelque', 'pack': ['CHO.w7'], 'type': 'food', 'gtin': '3347430004862', 'gtinRef': '3347430004862', 'brand': 'Moulin des Moines', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 17}, {'name': 'Raisins Secs', 'normName': ' raisin sec ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'KCA#1629eba3d871ec3e0fd5431f9291bf6d', 'quantity': 'quelques', 'quantityLem': 'quelque', 'pack': ['POG.w25'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Flan Pistache', 'normName': ' flan pistache ', 'comment': '', 'normComment': '', 'rank': 189, 'id': 'KCA#de73c04d5dd338ccb5ecf4563cbc03ff', 'quantity': 'quelques', 'quantityLem': 'quelque', 'pack': ['FLA.w125'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 5}], 'activity': [], 'response': {}}, 'cputime': 7.188180446624756}
----------------------------------------------------------------------------------
LLM CPU Time: 7.188180446624756