Input path: /home/debian/html/nutritwin/output_llm/66df127acc440/input.json
Output path: /home/debian/html/nutritwin/output_llm/66df127acc440/output.json
Input text: Combien de calories dans une amande
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 amande
==================================================================================================================================
==================================== 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 amande###.
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 amande""" 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": "amande",
"quantity": "une",
"type": "food",
"event": "unknown"
}
]
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
[
{
"name": "amande",
"quantity": "une",
"type": "food",
"event": "unknown"
}
]
```
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "amande", "quantity": "une", "type": "food", "event": "unknown" }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'amande', 'quantity': 'une', 'type': 'food', 'event': 'unknown'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'amande', 'quantity': 'une', '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 '% amande %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Amandes - amande - - - 23047 - - - KCA#012a83249a5cbabafed0de179aaca5da
Amande en Poudre - amande en poudre - - - 91 - - - KCA#84f509d9064df493618543ed66b9b843
Pâte d'Amande - pate amande - - - 753 - - - CIQ#7c0811ad432704e3560ead7d11dcc54b
Huile d'Amande - huile amande - - - 0 - - - CIQ#b758fa48f8ec21785c221dc72ac5d106
Huile d'Amandes d'Abricot - huile amande abricot - - - 0 - - - CIQ#988772c5421f9e7634d03e06d8f9bc55
Poudre d'Amande - poudre amande - - - 54 - - - KCA#940d13e2f22c9e54d7842567cfb862c8
Boisson à l'Amande - boisson amande - sucrée, enrichie en calcium - - 0 - - - CIQ#586bda213d727b6e7096bd8244ad79f1
Boisson à l'Amande - boisson amande - nature, non sucrée, non enrichie - - 0 - - - CIQ#a69902a71e7a5df16d23968bc2d5bb0e
Tuiles aux Amandes - tuile au amande - aux amandes - - 0 - - - KCA#8c8fa294c20d189443a74b73c151303c
Tarte aux Amandes et au Citron - tarte au amande citron - au citron - - 0 - - - KCA#8934fe43d8cdd26673d1770597323740
Gâteau aux Amandes - gateau au amande - - - 541 - - - KCA#39c2c42e72d6b1bda1758b20da0c918b
Friand aux Amandes - friand au amande - - - 31 - - - KCA#14a88965b3269d8f409019f16d631e15
Biscuit aux Amandes - biscuit au amande - - - 396 - - - KCA#1be7bc1290251ba74354d430dad651be
Brioche aux Amandes - brioche au amande - - - 183 - - - KCA#ea646358ee4723768ef79418e5025006
Grondins aux Amandes - grondin au amande - - - 0 - - - KCA#74e8022f06931cb10d3a63d0e862313e
Charlotte aux Amandes - charlotte au amande - - - 2 - - - KCA#ee164dfcdcc2505142d7b535bf02f417
Croissant aux Amandes - croissant au amande - artisanal - - 0 - - - CIQ#09009466d5ee111e22cbfc099ea58f4a
Barre Céréalière aux Amandes ou Noisettes - barre cerealiere au amande ou noisette - - - 0 - - - CIQ#5f4a2840e6a66958acf93b120dc45c13
Pétales de Blé Avec Noix, Noisettes ou Amandes - petale de ble avec noix noisette ou amande - - - 7 - - - KCA#3a4b816b40d2ca2fcf1525d8761ea6cf
----------------------------------------------------
POG.w25,AMA.w1
==================================== Prompt =============================================
Here is all known information:
For "Amandes", here are the nutrition values:
name: Amandes
GTIN: none
brand: none
calorie: 634.0Kcal per 100g
reference weight for a unity: 1g
salt: 0.00409g 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 amande"
" + "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 amande contient environ 6,34 calories. (Source: KcalMe)
-----------------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': 'Une amande contient environ 6,34 calories. (Source: KcalMe)', 'cost': 0.0}
--------------------------------------------------------------------------------
--------------------------------- final result -----------------------------------
{'prompt': 'Combien de calories dans une amande', 'intents': ['Answer a nutrition question'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Amandes', 'normName': ' amande ', 'comment': '', 'normComment': '', 'rank': 23047, 'id': 'KCA#012a83249a5cbabafed0de179aaca5da', 'quantity': 'une', 'quantityLem': '1', 'pack': ['POG.w25', 'AMA.w1'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknown', 'serving': 'AMA-100', 'posiNormName': 0}], 'activity': [], 'response': {'type': 'text', 'data': 'Une amande contient environ 6,34 calories. (Source: KcalMe)'}}, 'cputime': 2.8764736652374268}
----------------------------------------------------------------------------------
LLM CPU Time: 2.8764736652374268