Input path: /home/debian/html/nutritwin/output_llm/681f2d18ca122/input.json
Output path: /home/debian/html/nutritwin/output_llm/681f2d18ca122/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/681f2d18ca122/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": "purée de pommes de terre",
"quantity": "une portion",
"cookingMethod": "au micro-ondes",
"type": "food",
"event": "unknown"
},
{
"name": "huile d'olive",
"quantity": "une portion",
"type": "food",
"event": "unknown"
},
{
"name": "basilic",
"quantity": "une portion",
"type": "food",
"event": "unknown"
}
]
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
[
{
"name": "purée de pommes de terre",
"quantity": "une portion",
"cookingMethod": "au micro-ondes",
"type": "food",
"event": "unknown"
},
{
"name": "huile d'olive",
"quantity": "une portion",
"type": "food",
"event": "unknown"
},
{
"name": "basilic",
"quantity": "une portion",
"type": "food",
"event": "unknown"
}
]
------------------------------------------------------
------------------------ After simplification ------------------------
[
{
"name": "pur\u00e9e de pommes de terre",
"quantity": "une portion",
"cookingMethod": "au micro-ondes",
"type": "food",
"event": "unknown"
},
{
"name": "huile d'olive",
"quantity": "une portion",
"type": "food",
"event": "unknown"
},
{
"name": "basilic",
"quantity": "une portion",
"type": "food",
"event": "unknown"
}
]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'purée de pommes de terre', 'quantity': 'une portion', 'cookingMethod': 'au micro-ondes', 'type': 'food', 'event': 'unknown'}, {'name': "huile d'olive", 'quantity': 'une portion', 'type': 'food', 'event': 'unknown'}, {'name': 'basilic', 'quantity': 'une portion', 'type': 'food', 'event': 'unknown'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'purée de pommes de terre', 'quantity': 'une portion', 'cookingMethod': 'au micro-ondes', 'type': 'food', 'event': 'unknown'}
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 '% puree de pomme de terre %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Purée de Pomme de Terre - puree de pomme de terre - - - 5655 - - - KCA#9b4074d3ebe35653a27d00a338c7c245
Purée de Pomme de Terre Surgelée - puree de pomme de terre surgelee - - - 4 - - - KCA#2429e8eb21168cf6662bb23015f8a896
Purée de Pomme de Terre et Céleri - puree de pomme de terre celeri - - - 13 - - - KCA#e745dab6fd4da45fece548f1db8d703f
Purée de Pomme de Terre et Potiron - puree de pomme de terre potiron - - - 41 - - - KCA#3c5f2cb6affb3eb783f2568ee97fdf30
Purée de Pomme de Terre et Fenouil - puree de pomme de terre fenouil - - - 4 - - - KCA#d14aae0ad1da207f1d2ff53210db1289
Purée de Pomme de Terre et Epinards - puree de pomme de terre epinard - - - 15 - - - KCA#4ba3e5e9cfbe90fc4a5d19a8ccb5b973
Purée de Pomme de Terre et Poivrons - puree de pomme de terre poivron - - - 5 - - - KCA#ac523a8153d8051ced9a539c88bc1970
Purée de Pomme de Terre et Pois Cassés - puree de pomme de terre poi casse - - - 13 - - - KCA#e18b443baee587fcda0c570054d4aa02
Purée de Pomme de Terre et Petits Pois - puree de pomme de terre petit poi - - - 12 - - - KCA#4808a903dcc9ab2f718e33de7ab64d00
Purée de Pomme de Terre et Patate Douce - puree de pomme de terre patate douce - - - 102 - - - KCA#925ce48daf65c44530dcef66d2c213d2
----------------------------------------------------
----------- result to be analyzed -----------
{'name': "huile d'olive", 'quantity': 'une portion', 'type': 'food', 'event': 'unknown'}
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 '% huile olive %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Huile d'Olive - huile olive - - - 31593 - - - KCA#e3401b8ad72802d4269691213bebe06d
Huile d'Olive Vierge Extra - huile olive vierge extra - - - 0 - - - CIQ#0dd5134f977ccd585a472259c8513ae6
Thon à l'Huile d'Olive - thon huile olive - l'huile d'olive - - 0 - - - KCA#d33c1882fa02cd9006589b140511fb8b
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'basilic', 'quantity': 'une portion', 'type': 'food', 'event': 'unknown'}
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 '% basilic %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Basilic - basilic - frais - - 213 - - - CIQ#c3209fdb22917e746ba7b72c2fadd92e
Basilic - basilic - séché - - 0 - - - CIQ#32ae428ee27457039c54d8808c40bb3f
Foie de Veau au Basilic - foie de veau basilic - - - 2 - - - KCA#6d285bccd633e34f89ac69fe5fe86687
Mouliné Tomate / Basilic - mouline tomate basilic - - - 0 - - - KCA#b6513c63f84e7a5a61f9e5901f796b89
Purée de Tomate au Basilic - puree de tomate basilic - - - 29 - - - KCA#04648cc2d8d08621e97f44cd26f33635
Crevettes Sautées au Basilic - crevette sautee basilic - - - 286 - - - KCA#717c940acdb428fe12f9aabee135b0b0
----------------------------------------------------
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/681f2d18ca122/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Purée de Pomme de Terre', 'normName': ' puree de pomme de terre ', 'comment': '', 'normComment': '', 'rank': 5655, 'id': 'KCA#9b4074d3ebe35653a27d00a338c7c245', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['APL.k240'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknown', 'serving': 'APL-100', 'posiNormName': 0}, {'name': "Huile d'Olive", 'normName': ' huile olive ', 'comment': '', 'normComment': '', 'rank': 31593, 'id': 'KCA#e3401b8ad72802d4269691213bebe06d', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['CSL', 'CCL'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknown', 'serving': '', 'posiNormName': 0}, {'name': 'Basilic', 'normName': ' basilic ', 'comment': 'frais', 'normComment': ' frai ', 'rank': 213, 'id': 'CIQ#c3209fdb22917e746ba7b72c2fadd92e', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['XXX.w20'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknown', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 5.0940375328063965}
----------------------------------------------------------------------------------
LLM CPU Time: 5.0940375328063965