Input path: /home/debian/html/nutritwin/output_llm/68fb5e0a3281d/input.json
Output path: /home/debian/html/nutritwin/output_llm/68fb5e0a3281d/output.json
Input text:
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:
==================================================================================================================================
Image to be analyzed: /home/debian/html/nutritwin/output_llm/68fb5e0a3281d/capture.jpg
##############################################################################################
# For image extraction, pixtral-large-2411 is used #
##############################################################################################
==================================== Prompt =============================================
In the image, identify all the foods and beverages, convert them into an array of JSON with consumed foods.
Ignore what it is not connected to nutrition, beverage or food.
When a food or a beverage has several instances unify them on a single food or beverage and add the quantities of each.
The attribute name must remain in English but the result, so the attribute value, must be in french, and only in french.
Provide a solution without explanation.
Use only the food & beverage 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...).
Ignore food or beverage when it is not consumed in the past, now or in the future.
The cooking mode is not in the name. The name is only in french."""@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 is only in french. Here are examples: '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. The cooking method is in french."@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 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.
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.
"""
Here is an example of result:
[
{
"name": "blanquette de veau",
"quantity": "un plat",
"cookingMethod": "mijot\u00e9",
"timeOfTheDay": "lunch",
"company": "Leclerc",
"type": "food",
"event": "declaration"
},
{
"name": "eau",
"brand": "Evian",
"company": "Danone",
"timeOfTheDay": "breakfast",
"quantity": "un verre",
"type": "beverage",
"event": "intent"
}
]
=========================================================================================
------------------------------ LLM Raw response -----------------------------
[
{
"name": "vin rosé",
"quantity": "un verre",
"type": "beverage",
"event": "declaration"
},
{
"name": "raisins secs",
"quantity": "une portion",
"type": "food",
"event": "declaration"
},
{
"name": "amandes",
"quantity": "une portion",
"type": "food",
"event": "declaration"
},
{
"name": "noix",
"quantity": "une portion",
"type": "food",
"event": "declaration"
},
{
"name": "graines",
"quantity": "une portion",
"type": "food",
"event": "declaration"
}
]
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
[
{
"name": "vin rosé",
"quantity": "un verre",
"type": "beverage",
"event": "declaration"
},
{
"name": "raisins secs",
"quantity": "une portion",
"type": "food",
"event": "declaration"
},
{
"name": "amandes",
"quantity": "une portion",
"type": "food",
"event": "declaration"
},
{
"name": "noix",
"quantity": "une portion",
"type": "food",
"event": "declaration"
},
{
"name": "graines",
"quantity": "une portion",
"type": "food",
"event": "declaration"
}
]
------------------------------------------------------
------------------------ After simplification ------------------------
[
{
"name": "vin ros\u00e9",
"quantity": "un verre",
"type": "beverage",
"event": "declaration"
},
{
"name": "raisins secs",
"quantity": "une portion",
"type": "food",
"event": "declaration"
},
{
"name": "amandes",
"quantity": "une portion",
"type": "food",
"event": "declaration"
},
{
"name": "noix",
"quantity": "une portion",
"type": "food",
"event": "declaration"
},
{
"name": "graines",
"quantity": "une portion",
"type": "food",
"event": "declaration"
}
]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'vin rosé', 'quantity': 'un verre', 'type': 'beverage', 'event': 'declaration'}, {'name': 'raisins secs', 'quantity': 'une portion', 'type': 'food', 'event': 'declaration'}, {'name': 'amandes', 'quantity': 'une portion', 'type': 'food', 'event': 'declaration'}, {'name': 'noix', 'quantity': 'une portion', 'type': 'food', 'event': 'declaration'}, {'name': 'graines', 'quantity': 'une portion', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'vin rosé', 'quantity': 'un verre', 'type': 'beverage', '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 '% vin rose %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
--> CPU time in DB: 0.1274 seconds
Word: Vin Rosé - dist: 0.3593309819698334 - row: 399
Word: Vin Rosé Les Oliviers Côtes de Provence - dist: 0.5789979100227356 - row: 51944
Word: Rosé - dist: 0.5819027423858643 - row: 31580
Word: Vin Rouge - dist: 0.6372030377388 - row: 400
Word: Vin Rosé Igp Ardèche Syrah Grande Réserve - dist: 0.6384098529815674 - row: 42518
Found embedding word: Vin Rosé
Second try (embedded):
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_Name = 'Vin Rosé'
-------------------------------------------
------ERROR--------------------------------
No solution for query: 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_Name = 'Vin Rosé'
-------------------------------------------
-------------------------------------------
----------- result to be analyzed -----------
{'name': 'raisins secs', 'quantity': 'une portion', '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 '% raisin sec %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Raisins Secs - raisin sec - - - 0 - - - KCA#1629eba3d871ec3e0fd5431f9291bf6d
Coquilles Saint-jacques aux Raisins Secs et aux Noix - coquille saint jacque au raisin sec au noix - - - 13 - - - KCA#59f9d02f58a7baf98b114e2bee89eb74
Mélange Apéritif de Graines Salées et Raisins Secs - melange aperitif de graine salee raisin sec - - - 407 - - - CIQ#305b0fc1573735058409c9697e0663c8
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'amandes', 'quantity': 'une portion', '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 '% 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
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'noix', 'quantity': 'une portion', '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 '% noix %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Noix - noix - - - 9716 - - - KCA#c906c6893ddeb4160c6962e435a64070
Noix de Cajou - noix de cajou - grillée, non salée - - 4580 - - - CIQ#1d3f653c5638bf26ec0a3dd1b4d5d7f8
Noix de Cajou - noix de cajou - grillée à sec, non salée - - 0 - - - CIQ#ee20370d82207184e6c206ec093b3da6
Noix de Muscade - noix de muscade - - - 0 - - - CIQ#d0b515cab2cb4c1df3d8cac8c21a04a6
Noix de Coco Sèche - noix de coco seche - - - 302 - - - KCA#441a30b2d0145dcf42225dbbb3375c83
Noix de Coco Fraîche - noix de coco fraiche - - - 448 - - - KCA#b779756eb6730378afe5a32890565016
Noix de Veau au Bacon - noix de veau bacon - - - 3 - - - KCA#8fd91c269e5276f02a8363ef6803c0ab
Noix de Saint-jacques - noix de saint jacque - grillées aux agrumes - - 209 - - - KCA#9addb22675d34eb2fdcb5caead6326ec
Flan à la Noix de Coco - flan noix de coco - - - 363 - - - KCA#0652101a3b6451427cd959e6bec6cb65
Barre à la Noix de Coco - barre noix de coco - enrobée de chocolat - - 112 - - - CIQ#4e007846e0fe06a70828b3ec29679819
Tourte à la Noix de Coco - tourte noix de coco - de coco - - 0 - - - KCA#6121e359ac2923702fb168c182d3bf31
Pain aux Noix - pain au noix - - - 1573 - - - KCA#46db2fdf388b270a3d3b260144c5e060
Boisson à la Noix de Coco - boisson noix de coco - nature - - 0 - - - CIQ#bd0c757af8a0e8887260c8de0645af17
Huile de Noix - huile de noix - - - 34 - - - CIQ#9b2b84a42a4fd8da79bf4ee5cc2adadc
Tarte aux Noix de Saint-jacques - tarte au noix de saint jacque - - - 0 - - - CIQ#5aef85ffeb8b1a34c20b5f32a12c8ba2
Gâteau aux Noix - gateau au noix - - - 578 - - - KCA#8181007b7c696bcca41d6055d63dfe39
Salade aux Noix - salade au noix - - - 95 - - - KCA#ec74cd73a5ad2e8c35d392cd1be18ad1
Financiers Noix de Coco Ananas - financier noix de coco anana - - - 257 - - - KCA#4aebfb172b7e19062e54d1ff97c7f71d
Tartelettes aux Noix de Cajou - tartelette au noix de cajou - de cajou - - 0 - - - KCA#be73e050b0c8b1150a9834976e3b3ee0
Muffins Caramel Noix de Pécan - muffin caramel noix de pecan - - - 42 - - - KCA#cd9097c0bf07e696eb9fc54da68002b0
----------------------------------------------------
ERROR: no solution for picto in the first solution
----------- result to be analyzed -----------
{'name': 'graines', 'quantity': 'une portion', '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 '% graine %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Graines de Courge - graine de courge - - - 1636 - - - KCA#2061b181ecf1f65f4ebb0c0153fd1d84
Graines de Sésame - graine de sesame - - - 831 - - - KCA#34fb61daa31df0612dd3ad0660124801
Graine de Couscous - graine de couscou - semoule de blé dur précuite, crue - - 0 - - - CIQ#c7f0731572ea28d4d32b505c7a8b9103
Graine de Couscous - graine de couscou - semoule de blé dur précuite, non salée - - 0 - - - CIQ#bc5bf7ffe419fb2be281d41a600654da
Graines de Tournesol - graine de tournesol - - - 734 - - - KCA#99d4780dd9f3d55ac8b9f480e701bed0
Cumin, Graine - cumin graine - - - 65 - - - KCA#aed17983a1782006413235514e0066df
Crakers 3 Graines - craker graine - - - 94 - - - KCA#cdad738bb55c6ddca4ed82fe0196fb55
Couscous, Graine Cuite - couscou graine cuite - - - 320 - - - KCA#e1908e7578238ae126fe4077279b6478
Couscous, Graine Sèche - couscou graine seche - - - 25 - - - KCA#81531913a41c181745a9e2e507c1989b
Coriandre Graine - coriandre graine - - - 2 - - - KCA#2f218f837ce23844384da2cfe8e8d3de
Pain aux Céréales et Graines, - pain au cereale graine - artisanal - - 5723 - - - KCA#9ef6a402bd38f20b8367fce3bdc9ed3d
Mélange Apéritif de Graines - melange aperitif de graine - non salées, et raisins secs - - 0 - - - CIQ#c614bbe2fa3d1fa4fa6b23c6dc586b60
Mélange Apéritif de Graines Salées et Raisins Secs - melange aperitif de graine salee raisin sec - - - 407 - - - CIQ#305b0fc1573735058409c9697e0663c8
Pain Grillé Suédois aux Graines de Lin - pain grille suedoi au graine de lin - - - 0 - - - CIQ#aa59fbdbcd17ce5c7e9874fcb80e99ab
----------------------------------------------------
ERROR: no solution for picto in the first solution
--------------------------------- final result -----------------------------------
{'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/68fb5e0a3281d/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Raisins Secs', 'normName': ' raisin sec ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'KCA#1629eba3d871ec3e0fd5431f9291bf6d', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['POG.w25'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Amandes', 'normName': ' amande ', 'comment': '', 'normComment': '', 'rank': 23047, 'id': 'KCA#012a83249a5cbabafed0de179aaca5da', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['POG.w25', 'AMA.w1'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Noix', 'normName': ' noix ', 'comment': '', 'normComment': '', 'rank': 9716, 'id': 'KCA#c906c6893ddeb4160c6962e435a64070', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['NUT.w5'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Graines de Courge', 'normName': ' graine de courge ', 'comment': '', 'normComment': '', 'rank': 1636, 'id': 'KCA#2061b181ecf1f65f4ebb0c0153fd1d84', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['POG.w25'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 5.250491380691528}
----------------------------------------------------------------------------------
LLM CPU Time: 5.250491380691528