Input path: /home/debian/html/nutritwin/output_llm/66350c45915d1/input.json
Output path: /home/debian/html/nutritwin/output_llm/66350c45915d1/output.json
Input text: Quelle est la difference en calories entre 3 tarte a la pomme et une quiche ?
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: Quelle est la difference en calories entre 3 tarte a la pomme et une quiche ?
==================================================================================================================================
==================================== Prompt =============================================
Identify in this list of intents: ["Identify food consumption or declaration", "Identify the user physical activity", "Answer a nutrition question", "Other intent"], the intents of the prompt: ###Quelle est la difference en calories entre 3 tarte a la pomme et une quiche ?###.
Format the result in JSON format: {intents: []}.
=========================================================================================
------------------------------ LLM Raw response -----------------------------
```json
{
"intents": ["Answer a nutrition question"]
}
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
{
"intents": ["Answer a nutrition question"]
}
```
------------------------------------------------------
------------------------ After simplification ------------------------
{ "intents": ["Answer a nutrition question"]}
----------------------------------------------------------------------
==================================== Prompt =============================================
Convert this natural language query : """Quelle est la difference en calories entre 3 tarte a la pomme et une quiche ?""" into an array in JSON of consumed foods and beverages.
Provide a solution without explanation.
Use only the ontology described in this 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 drink identifier, the name should not contain information related to quantity or container (like glass...). The cooking mode is not in the name. Keep the same language"@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 examples in french: '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. Keep the same language"@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 'brand' is not specified and, the food or beverage is very well-known (like 'Coca-Cola'), provide the brand name in 'brand', otherwise set 'brand' to ''."@en;
rdfs:range xsd:string.
food:company a owl:DatatypeProperty ;
rdfs:label "Company"@en;
rdfs:comment "Product company."@en;
rdfs:range xsd:string.
food:event a owl:DatatypeProperty ;
rdfs:label "event"@en;
rdfs:comment "Event of eating or drinking. Each must have an event"@en;
rdfs:range xsd:string.
food:intent a food:event ;
rdfs:label "intent" .
rdfs:comment "When the event should happen"@en.
food:declaration a food:event ;
rdfs:label "declaration" .
rdfs:comment "When the event has already occured"@en.
food:unknownEvent a food:event ;
rdfs:label "unknown" ;
rdfs:comment "When the event is unknown in the day"@en.
"""
=========================================================================================
------------------------------ LLM Raw response -----------------------------
```json
[
{
"name": "tarte a la pomme",
"quantity": "trois",
"event": "intent"
},
{
"name": "quiche",
"quantity": "une",
"event": "intent"
}
]
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
[
{
"name": "tarte a la pomme",
"quantity": "trois",
"event": "intent"
},
{
"name": "quiche",
"quantity": "une",
"event": "intent"
}
]
```
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "tarte a la pomme", "quantity": "trois", "event": "intent" }, { "name": "quiche", "quantity": "une", "event": "intent" }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'tarte a la pomme', 'quantity': 'trois', 'event': 'intent'}, {'name': 'quiche', 'quantity': 'une', 'event': 'intent'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'tarte a la pomme', 'quantity': 'trois', 'event': 'intent'}
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 '% tarte pomme %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
Second 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_NormAggr LIKE '% tarte pomme %' AND V_NormTrademark LIKE '%%'
------------- Found solution (max 20) --------------
Tarte Pomme - tarte pomme - - Casino - 0 - 3567741001415 - 3567741001415 - OFF#b7e7fa93c9d37f0cf9f44e1ff124f6af
Tarte au Pomme - tarte pomme - - Leclerc - 0 - 0202042038700 - 0202042038700 - OFF#a281911e89a08165fe2292df74b521b5
Tarte au Pomme - tarte pomme - - Leclerc - 0 - 2000000347516 - 0202042038700 - OFF#1dc024bbec9cb7bec062f2f343f9db29
Tarte au Pomme - tarte pomme - - Leclerc - 0 - 3276550014928 - 0202042038700 - OFF#3ffa07f6d35df79ad5dd9e12d6f7c709
Tarte au Pomme - tarte pomme - - Leclerc - 0 - 3404100000569 - 0202042038700 - OFF#8f4fee27c541347b0329986bade577ee
Tarte au Pomme - tarte pomme - - Casino - 0 - 3602826495267 - 3567741001415 - OFF#0e102a87b522218f57f3f01e9ec72f18
Tarte Pomme Rhubarbe - tarte pomme rhubarbe - - Pasquier - 0 - 3187670400037 - 3187670400037 - OFF#a468e78405a947c069731aeff9662f78
Tarte Pommes Rhubarbe - tarte pomme rhubarbe - - Carrefour - 0 - 3560071015671 - 3560071015671 - OFF#f1ff3fd446902628d715b8685fd0f167
Tartes Pommes Normende - tarte pomme normende - - Leclerc - 0 - 2000000732701 - 2000000732701 - OFF#96d6da7f15dd3edad1222f6953f601ac
Tarte Pommes Vergeoise - tarte pomme vergeoise - - Auchan - 0 - 2030502195070 - 2030502195070 - OFF#72520636fc695b80c80f853e20d4adde
Tarte Pommes de Terre et Camembert de Normandie - tarte pomme de terre camembert de normandie - - Marie - 0 - 3248830688761 - 3248830688761 - OFF#ac29a08858c80567d0ad08aade079d51
----------------------------------------------------
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': 'quiche', 'quantity': 'une', 'event': 'intent'}
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 '% quiche %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Quiche 'Maison' - quiche maison - - - 5344 - - - KCA#2b2f2d701dbd724bd4bac8763fb2725a
Quiche Lorraine - quiche lorraine - - - 1665 - - - CIQ#8950efe19268de254f0eb3cae952270f
Quiche aux Asperges - quiche au asperge - - - 125 - - - KCA#eeb2b8ff2884e7faa6ecb8b23952dd94
Quiche en Boulangerie - quiche en boulangerie - - - 956 - - - KCA#36df4e8befac1e3b224a43be6220b394
Quiche aux Poireaux Individuelle - quiche au poireau individuelle - - - 671 - - - KCA#f63c1559553bb964bee77b520d0443c5
Tarte ou Quiche Salée - tarte ou quiche salee - - - 0 - - - CIQ#c39e47efefaa591439370a84c211f920
----------------------------------------------------
TAR.w600
QUI.w100.p6
ERROR with converion of QUI.w100.p6
==================================== Prompt =============================================
Here is all known information:
For "Tarte Pomme", here are the nutrition values:
name: Tarte Pomme
GTIN: 3567741001415
brand: Casino
calorie: 240.0Kcal per 100g
reference weight for a unity: 600g
salt: 0.046g per 100g
sugar: 23.0g per 100g
NutriScore: C
EcoScore: B
allergens: en:eggs,en:gluten,en:milk
allergen traces: none
data source: Open Food Facts
For "Quiche 'Maison'", here are the nutrition values:
name: Quiche 'Maison'
GTIN: none
brand: none
calorie: 271.0Kcal per 100g
salt: 1.15316g per 100g
sugar: -1.0g per 100g
NutriScore: none
EcoScore: none
allergens: none
allergen traces: none
data source: KcalMe
Answer in less than 50 words to this question with a short explanation if needed: "Quelle est la difference en calories entre 3 tarte a la pomme et une quiche ?"
" + "Mention the data source in the response if it exists. The answer must be in the same language than the question
=========================================================================================
------------------------------ LLM Raw response -----------------------------
La différence en calories entre 3 tartes à la pomme et une quiche est de 189Kcal. (3*240Kcal - 271Kcal). Source: Open Food Facts, KcalMe.
-----------------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': 'La différence en calories entre 3 tartes à la pomme et une quiche est de 189Kcal. (3*240Kcal - 271Kcal). Source: Open Food Facts, KcalMe.', 'cost': 0.0}
--------------------------------------------------------------------------------
--------------------------------- final result -----------------------------------
{'prompt': 'Quelle est la difference en calories entre 3 tarte a la pomme et une quiche ?', 'intents': ['Answer a nutrition question'], 'model': 'gpt-4-0125-preview', 'solutions': {'nutrition': [{'name': 'Tarte Pomme', 'normName': ' tarte pomme ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#b7e7fa93c9d37f0cf9f44e1ff124f6af', 'quantity': 'trois', 'quantityLem': '3', 'pack': ['TAR.w600'], 'type': '', 'gtin': '3567741001415', 'gtinRef': '3567741001415', 'brand': 'Casino', 'time': '', 'event': 'intent', 'serving': '', 'posiNormName': 0}, {'name': "Quiche 'Maison'", 'normName': ' quiche maison ', 'comment': '', 'normComment': '', 'rank': 5344, 'id': 'KCA#2b2f2d701dbd724bd4bac8763fb2725a', 'quantity': 'une', 'quantityLem': '1', 'pack': ['QUI.w100.p6'], 'type': '', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'intent', 'serving': 'QUI-100', 'posiNormName': 0}], 'activity': [], 'response': {'type': 'text', 'data': 'La différence en calories entre 3 tartes à la pomme et une quiche est de 189Kcal. (3*240Kcal - 271Kcal). Source: Open Food Facts, KcalMe.'}}, 'cputime': 8.11957597732544}
----------------------------------------------------------------------------------
LLM CPU Time: 8.11957597732544