Input path: /home/debian/html/nutritwin/output_llm/66f3ba904709d/input.json
Output path: /home/debian/html/nutritwin/output_llm/66f3ba904709d/output.json
Input text: Un yaourt nature Danone.
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: Un yaourt nature Danone.
==================================================================================================================================
==================================== 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: ###Un yaourt nature Danone.###.
Format the result in JSON format: {intents: []}.
=========================================================================================
------------------------------ LLM Raw response -----------------------------
```json
{
"intents": ["Identify food consumption or declaration"]
}
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
{
"intents": ["Identify food consumption or declaration"]
}
```
------------------------------------------------------
------------------------ After simplification ------------------------
{ "intents": ["Identify food consumption or declaration"]}
----------------------------------------------------------------------
==================================== Prompt =============================================
Convert this natural language query : """Un yaourt nature Danone.""" 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 beverage identifier, the name should not contain information related to quantity or container (like glass...)."@en;
rdfs:comment "Ignore food or beverage when it is not consumed in the past, now or in the future."@en;
rdfs:comment "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."@en;
rdfs:comment "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.
"""
=========================================================================================
------------------------------ LLM Raw response -----------------------------
```json
[
{
"name": "yaourt nature",
"quantity": "un",
"brand": "Danone",
"type": "food",
"event": "declaration"
}
]
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
[
{
"name": "yaourt nature",
"quantity": "un",
"brand": "Danone",
"type": "food",
"event": "declaration"
}
]
```
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "yaourt nature", "quantity": "un", "brand": "Danone", "type": "food", "event": "declaration" }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'yaourt nature', 'quantity': 'un', 'brand': 'Danone', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'yaourt nature', 'quantity': 'un', 'brand': 'Danone', 'type': 'food', 'event': 'declaration'}
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 '% yaourt nature %' AND V_NormTrademark LIKE '%danone%'
------------- Found solution (max 20) --------------
Yaourt Nature - yaourt nature - - Danone - 3 - 3033490004514 - 3033490004514 - OFF#c15f956989a12cf11371af5c013e5584
Yaourt Nature - yaourt nature - - Danone - 0 - 5410146417719 - 3033490004514 - OFF#cceaae1aa3f9798e274a7df09db3f4a9
Yaourt Nature - yaourt nature - - Danone - 0 - 5410146417245 - 3033490004514 - OFF#b0af58e7008f21082e987714cab6e6aa
Yaourt Nature - yaourt nature - - Danone - 0 - 5410146417153 - 3033490004514 - OFF#cb27bfe5584591063f3c8dcf2dedad9f
Yaourt Nature - yaourt nature - - Danone - 0 - 3478920019445 - 3033490004514 - OFF#4a5f5da463de52363b49d8550df73423
Yaourt Nature - yaourt nature - - Danone - 0 - 6111032002925 - 3033490004514 - OFF#0c3a5c8413555710c1d628426c533eb0
Yaourt Nature - yaourt nature - - Danone - 0 - 5410146418259 - 3033490004514 - OFF#ed8d9a916588689604befa9cad50637d
Yaourt Nature - yaourt nature - - Danone - 0 - 3661344349339 - 3033490004514 - OFF#f99a2acbf6676ae51e94df831e9564ef
Yaourt Nature - yaourt nature - - Danone - 0 - 3661344176980 - 3033490004514 - OFF#6bd5ad9670081eea426c18572d92daf4
Yaourt Nature - yaourt nature - - Danone - 0 - 5410146419706 - 3033490004514 - OFF#ffb92babadc7163f82ea33c29116ddb6
Yaourt Nature - yaourt nature - - Danone - 0 - 3933420002521 - 3033490004514 - OFF#afe7e640219d91dbb3006e82a90d2ef5
Yaourt Nature - yaourt nature - - Danone - 0 - 3033490905408 - 3033490004514 - OFF#8cc2cf82bcdfb81c1a2428b64222f56d
Yaourt Nature - yaourt nature - - Danone - 0 - 3033490905392 - 3033490004514 - OFF#35ac7a9ba0b8e7f647159fbfa0961064
Yaourt Nature - yaourt nature - - Danone - 0 - 3033490744151 - 3033490004514 - OFF#a7df2725473fb29ca01a03f51e5cdb07
Yaourt Nature - yaourt nature - - Danone - 0 - 3368850002153 - 3033490004514 - OFF#e3f1469c9ed848eb0a72639843278acf
Yaourt Nature BIO - yaourt nature bio - - Danone - 0 - 3033491386466 - 3033491386466 - OFF#40d473a38bfe95875da09a88b0dffa76
Yaourt Nature Sucré - yaourt nature sucre - - Danone - 0 - 3033490071684 - 3033490071684 - OFF#67d9da9ec863a8d63e13503bd4f5f520
Yaourt Nature Sucré - yaourt nature sucre - - Danone - 0 - 3368850001194 - 3033490071684 - OFF#f63681e9ae4b478cef40ac9d25b84d8c
Yaourt Nature Danone - yaourt nature danone - - Danone - 0 - 2000000053459 - 2000000053459 - OFF#c369e87419d5e061ada8d1ebfa4ae150
Yaourt Nature Lait Entier - yaourt nature lait entier - - Danone - 0 - 3033491223327 - 3033491223327 - OFF#0afcacf390f34851a34dc15f927a80ec
----------------------------------------------------
--------------------------------- final result -----------------------------------
{'prompt': 'Un yaourt nature Danone.', 'intents': ['Identify food consumption or declaration'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Yaourt Nature', 'normName': ' yaourt nature ', 'comment': '', 'normComment': '', 'rank': 3, 'id': 'OFF#c15f956989a12cf11371af5c013e5584', 'quantity': 'un', 'quantityLem': '1', 'pack': ['YA2.w125', 'YA9.w125'], 'type': 'food', 'gtin': '3033490004514', 'gtinRef': '3033490004514', 'brand': 'Danone', 'time': '', 'event': 'declaration', 'serving': 'YA2-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 2.192056655883789}
----------------------------------------------------------------------------------
LLM CPU Time: 2.192056655883789