Input path: /home/debian/html/nutritwin/output_llm/6703d67bcd0bf/input.json
Output path: /home/debian/html/nutritwin/output_llm/6703d67bcd0bf/output.json
Input text: J'ai mangé une poignée d'amandes.
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: J'ai mangé une poignée d'amandes.
==================================================================================================================================
==================================== 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: ###J'ai mangé une poignée d'amandes.###.
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 : """J'ai mangé une poignée d'amandes.""" 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": "amandes",
"quantity": "une poignée",
"event": "declaration"
}
]
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
[
{
"name": "amandes",
"quantity": "une poignée",
"event": "declaration"
}
]
```
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "amandes", "quantity": "une poignée", "event": "declaration" }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'amandes', 'quantity': 'une poignée', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'amandes', 'quantity': 'une poignée', '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 '% 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
----------------------------------------------------
--------------------------------- final result -----------------------------------
{'prompt': "J'ai mangé une poignée d'amandes.", 'intents': ['Identify food consumption or declaration'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Amandes', 'normName': ' amande ', 'comment': '', 'normComment': '', 'rank': 23047, 'id': 'KCA#012a83249a5cbabafed0de179aaca5da', 'quantity': 'une poignée', 'quantityLem': '1 poigne', 'pack': ['POG.w25', 'AMA.w1'], 'type': '', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'POG-50', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 1.765829086303711}
----------------------------------------------------------------------------------
LLM CPU Time: 1.765829086303711