Input path: /home/debian/html/nutritwin/output_llm/67a49ceb90898/input.json Output path: /home/debian/html/nutritwin/output_llm/67a49ceb90898/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/67a49ceb90898/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": "canard", "quantity": "un", "cookingMethod": "r\u00f4ti", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "canard", "quantity": "un", "cookingMethod": "r\u00f4ti", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "canard", "quantity": "un", "cookingMethod": "r\u00f4ti", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'canard', 'quantity': 'un', 'cookingMethod': 'rôti', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'canard', 'quantity': 'un', 'cookingMethod': 'rôti', '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 '% canard %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Canard - canard - - - 0 - - - KCA#e8569c9a55294238552c54ac74ff9b95 Canard - canard - magret fumé - - 0 - - - CIQ#a804b48de06f08370d9d12099f40c9d4 Canard - canard - magret, grillé/poêlé - - 0 - - - CIQ#b8c84000c6ebda53197c0b7f153c1a29 Canard - canard - viande, rôtie/cuite au four - - 0 - - - CIQ#1e2250f653af18d299489c3100742daf Canard - canard - viande et peau, rôti/cuit au four - - 0 - - - CIQ#491d713b93c1928ae2a32f1784b6158c Canard Rôti - canard roti - - - 202 - - - KCA#35a9a5cde737a2beda0ff5640dcc14a0 Canard Sauvage - canard sauvage - - - 6 - - - KCA#2e110fc0952edb485afe1eb91857ae14 Canard (magret) - canard - - - 870 - - - KCA#e8569c9a55294238552c54ac74ff9b95 Canard en Sauce - canard en sauce - poivre vert, chasseur,. - - 0 - - - CIQ#8e3d87de2c610af07302add2fdc4601f Canard à l'Orange - canard orange - - - 33 - - - KCA#42651abfdc29355ec0cf7e410b802f1a Canard aux Navets - canard au navet - - - 9 - - - KCA#f22a80f6eb4774c81d7930b7aecf2806 Canard aux Pêches - canard au peche - - - 4 - - - KCA#d736376982bb969a1344ef40690a10f3 Canard à la Ménagère - canard menagere - - - 3 - - - KCA#9239e4ebcb079788c24236f4b03a37ec Canard aux Choux Rouges - canard au chou rouge - - - 19 - - - KCA#6f6db53496c41c20feb2a331a045bc0c Canard aux Olives Vertes - canard au olive verte - - - 6 - - - KCA#dcebad0868aa8dbb180dead0fcddf6fe Canard aux Olives Noires - canard au olive noire - - - 4 - - - KCA#1709c903a5fd933fc49f8a0d198c608d Canard Sauvage à la Normande - canard sauvage normande - - - 1 - - - KCA#dbd033a9c0b508b47b786699f4d37f48 Canard Sauvage à l'Alsacienne - canard sauvage alsacienne - - - 0 - - - KCA#312d890f26e03db456dd628d91dd662a Canard Sauvage à la Provençale - canard sauvage provencale - - - 2 - - - KCA#04e05bcba63ff152bb7b3941d24f376d Foie de Canard aux Raisins - foie de canard au raisin - - - 7 - - - KCA#42f226eb97896c4adca6e90d2fc0f14d ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/67a49ceb90898/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Canard', 'normName': ' canard ', 'comment': 'magret fumé', 'normComment': ' magret fume ', 'rank': 0, 'id': 'CIQ#a804b48de06f08370d9d12099f40c9d4', 'quantity': 'un', 'quantityLem': '1', 'pack': ['ES3.w350'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'ES3-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 2.021942615509033} ---------------------------------------------------------------------------------- LLM CPU Time: 2.021942615509033