Input path: /home/debian/html/nutritwin/output_llm/66cf43280c2ba/input.json
Output path: /home/debian/html/nutritwin/output_llm/66cf43280c2ba/output.json
Input text: Combien de calories dans une tarte ?
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 ?
==================================================================================================================================
==================================== 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 ?###.
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 ?""" 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",
"quantity": "",
"cookingMethod": "",
"type": "food",
"timeOfTheDay": "",
"brand": "",
"company": "",
"event": "unknown"
}
]
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
[
{
"name": "tarte",
"quantity": "",
"cookingMethod": "",
"type": "food",
"timeOfTheDay": "",
"brand": "",
"company": "",
"event": "unknown"
}
]
```
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "tarte", "quantity": "", "cookingMethod": "", "type": "food", "timeOfTheDay": "", "brand": "", "company": "", "event": "unknown" }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'tarte', 'quantity': '', 'cookingMethod': '', 'type': 'food', 'timeOfTheDay': '', 'brand': '', 'company': '', 'event': 'unknown'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'tarte', 'quantity': '', 'cookingMethod': '', 'type': 'food', 'timeOfTheDay': '', '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 %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Tarte Salée - tarte salee - tarte salée - - 0 - - - KCA#d9b74c6fdfefa353319e73d4a8d85829
Tarte Sucrée - tarte sucree - tarte sucrée - - 0 - - - KCA#6cbdd1ac62d8204cd909531edb5d13a1
Tarte au Sucre - tarte sucre - au sucre - - 0 - - - KCA#b88be5d2e1f4fc863d3a9d26612348c4
Tarte au Saumon - tarte saumon - - - 0 - - - CIQ#df3d146a0b5d8475bb92ccfb839aa962
Tarte au Raisin - tarte raisin - au raisin - - 0 - - - KCA#1cf2c3141d8378920fc495d980ab806e
Tarte Meringuée - tarte meringuee - tarte meringuée - - 0 - - - KCA#65f1627e6bff0edc8b1702cc6d68691a
Tarte au Fromage - tarte fromage - - - 440 - - - CIQ#dbe4697bc032b6f025f95b66145a52ed
Tarte à l'Oignon - tarte oignon - - - 0 - - - CIQ#50f48863e213aaadcb6bfdcd1e8a8024
Tarte à la Crème - tarte creme - la crème - - 0 - - - KCA#207e9265d51efe4cc9c8a7bf6cddba6b
Tarte au Gruyère - tarte gruyere - au gruyère - - 0 - - - KCA#8c5685d741d45bf69ebf27535ec200f1
Tarte au Fromage - tarte fromage - au fromage - - 0 - - - KCA#354bdf33872658a335464e95f2778c92
Tarte aux Pommes - tarte au pomme - aux pommes - - 0 - - - KCA#389938ab07df5dab368dfda770903371
Tarte à l'Orange - tarte orange - à l'orange - - 0 - - - KCA#8cf553da1e0c3135218833739419ea98
Tarte aux Poires - tarte au poire - aux poires - - 0 - - - KCA#1768d5876d197d444d2303a3b3f2f17a
Tarte aux Fruits - tarte au fruit - aux fruits - - 0 - - - KCA#448c0cede9e41a7467d79fff41d3bc1f
Tarte aux Légumes - tarte au legume - - - 698 - - - CIQ#56c4bceb5e56073672fac295b21f0fa3
Tarte à la Tomate - tarte tomate - - - 15 - - - CIQ#26eba07f9f1ce1d52b251c1722734c62
Tarte au Chocolat - tarte chocolat - au chocolat - - 0 - - - KCA#c908fb70e2728167ae537a855e28c4db
Tarte aux Oignons - tarte au oignon - aux oignons - - 0 - - - KCA#7908b6eb74cb8bfebb84a7b50415b7d7
Tarte aux Légumes - tarte au legume - aux légumes - - 0 - - - KCA#9d178c4705e3e00e2dec029c23a3f0ee
----------------------------------------------------
ERROR: Wrong quantity: ''
ERROR: no solution for picto in the first solution
TAR.w100.p6
ERROR with converion of TAR.w100.p6
==================================== Prompt =============================================
Here is all known information:
For "Tarte Salée", here are the nutrition values:
name: Tarte Salée
GTIN: none
brand: none
calorie: 400.0Kcal per 100g
salt: -1.0g 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: "Combien de calories dans une tarte ?"
" + "Mention the data source in the response if it exists. The answer must be in the same language than the question
=========================================================================================
------------------------------ LLM Raw response -----------------------------
Il y a 400 calories pour 100g de Tarte Salée. Source des données : KcalMe.
-----------------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': 'Il y a 400 calories pour 100g de Tarte Salée. Source des données : KcalMe.', 'cost': 0.0}
--------------------------------------------------------------------------------
--------------------------------- final result -----------------------------------
{'prompt': 'Combien de calories dans une tarte ?', 'intents': ['Answer a nutrition question'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Tarte Salée', 'normName': ' tarte salee ', 'comment': 'tarte salée', 'normComment': ' tarte salee ', 'rank': 0, 'id': 'KCA#d9b74c6fdfefa353319e73d4a8d85829', 'quantity': '', 'quantityLem': '', 'pack': ['TAR.w100.p6'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknown', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {'type': 'text', 'data': 'Il y a 400 calories pour 100g de Tarte Salée. Source des données : KcalMe.'}}, 'cputime': 2.9305694103240967}
----------------------------------------------------------------------------------
LLM CPU Time: 2.9305694103240967