Input path: /home/debian/html/nutritwin/output_llm/6691253d20944/input.json
Output path: /home/debian/html/nutritwin/output_llm/6691253d20944/output.json
Input text: Combien de calories dans une tarte au pomme ?
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: Combien de calories dans une tarte au pomme ?
==================================================================================================================================
==================================== 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: ###Combien de calories dans une tarte au pomme ?
###.
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 : """Combien de calories dans une tarte au pomme ?
""" into an array in JSON of consumed foods and beverages.
Provide a solution without explanation.
Use only the 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 drink identifier, the name should not contain information related to quantity or container (like glass...). The cooking mode is not in the name. When the brand is very well-known (ex: Activia, Coca-Cola), the name is equal to the brand. 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: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.
"""
=========================================================================================
------------------------------ LLM Raw response -----------------------------
```json
[
{
"name": "tarte au pomme",
"quantity": "",
"cooking method": "",
"type of food": "food",
"time of the day": "",
"brand": "",
"company": "",
"event": "unknown"
}
]
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
[
{
"name": "tarte au pomme",
"quantity": "",
"cooking method": "",
"type of food": "food",
"time of the day": "",
"brand": "",
"company": "",
"event": "unknown"
}
]
```
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "tarte au pomme", "quantity": "", "cooking method": "", "type of food": "food", "time of the day": "", "brand": "", "company": "", "event": "unknown" }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'tarte au pomme', 'quantity': '', 'cooking method': '', 'type of food': 'food', 'time of the day': '', 'brand': '', 'company': '', 'event': 'unknown'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'tarte au pomme', 'quantity': '', 'cooking method': '', 'type of food': 'food', 'time of the day': '', 'brand': '', 'company': '', '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 '% 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: Wrong quantity: ''
ERROR: no solution for picto in the first solution
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
TAR.w600
==================================== 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
Answer in less than 50 words to this question with a short explanation if needed: "Combien de calories dans une tarte au pomme ?
"
" + "Mention the data source in the response if it exists. The answer must be in the same language than the question
=========================================================================================
------------------------------ LLM Raw response -----------------------------
Une tarte aux pommes contient 1440 Kcal. (240 Kcal par 100g pour une tarte de 600g). Source des données : Open Food Facts.
-----------------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': 'Une tarte aux pommes contient 1440 Kcal. (240 Kcal par 100g pour une tarte de 600g). Source des données : Open Food Facts.', 'cost': 0.0}
--------------------------------------------------------------------------------
--------------------------------- final result -----------------------------------
{'prompt': 'Combien de calories dans une tarte au pomme ?\n', 'intents': ['Answer a nutrition question'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Tarte Pomme', 'normName': ' tarte pomme ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#b7e7fa93c9d37f0cf9f44e1ff124f6af', 'quantity': '', 'quantityLem': '', 'pack': ['TAR.w600'], 'type': '', 'gtin': '3567741001415', 'gtinRef': '3567741001415', 'brand': 'Casino', 'time': '', 'event': 'unknown', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {'type': 'text', 'data': 'Une tarte aux pommes contient 1440 Kcal. (240 Kcal par 100g pour une tarte de 600g). Source des données : Open Food Facts.'}}, 'cputime': 3.3170862197875977}
----------------------------------------------------------------------------------
LLM CPU Time: 3.3170862197875977