Input path: /home/debian/html/nutritwin/output_llm/68c03e4e1acd5/input.json Output path: /home/debian/html/nutritwin/output_llm/68c03e4e1acd5/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/68c03e4e1acd5/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": "caramel", "quantity": "une portion", "cookingMethod": "fondant", "type": "food", "event": "declaration" }, { "name": "bonbons", "quantity": "plusieurs", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "caramel", "quantity": "une portion", "cookingMethod": "fondant", "type": "food", "event": "declaration" }, { "name": "bonbons", "quantity": "plusieurs", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "caramel", "quantity": "une portion", "cookingMethod": "fondant", "type": "food", "event": "declaration" }, { "name": "bonbons", "quantity": "plusieurs", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'caramel', 'quantity': 'une portion', 'cookingMethod': 'fondant', 'type': 'food', 'event': 'declaration'}, {'name': 'bonbons', 'quantity': 'plusieurs', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'caramel', 'quantity': 'une portion', 'cookingMethod': 'fondant', '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 '% caramel %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Caramel - caramel - - - 1760 - - - KCA#b5dfde5e456ec422c6bfcf8fe5e2d1b2 Flan au Caramel - flan caramel - - - 1969 - - - KCA#968b5f99b507631d3aee31e184dee6c0 Porc au Caramel - porc caramel - - - 0 - - - CIQ#faa9f8564211bda60f36e438118c7f78 Porc Caramel Riz Basmati - porc caramel riz basmati - - - 234 - - - KCA#6ec2571a48f872400c79130a352b4150 Crème Caramel - creme caramel - - - 785 - - - CIQ#9b1a7de729117c48208207b602ef0c61 Bonbons Caramel Beurre Salé - bonbon caramel beurre sale - - - 407 - - - KCA#ae04de4899d35e5cf97de2d6b61bc2de Muffins Caramel Noix de Pécan - muffin caramel noix de pecan - - - 42 - - - KCA#cd9097c0bf07e696eb9fc54da68002b0 Céréales au Caramel - cereale caramel - - - 36 - - - KCA#d28c7d524b29efd12dc8fa868a9c9dc6 Tartelettes au Caramel - tartelette caramel - au caramel - - 0 - - - KCA#f9e2dd96fe7e742809dcd82a4649d1a0 Crème Dessert au Caramel - creme dessert caramel - - - 7 - - - CIQ#dcfc9b121863b887950da3014478ec0f Gâteau de Riz au Caramel - gateau de riz caramel - - - 7 - - - CIQ#632189341e151df6b4a9cf3d8711d11d Barre Chocolatée au Caramel - barre chocolatee caramel - - - 69 - - - KCA#cf9aad8128c8f7ceb16637df44490c05 Muffin Morceaux de Caramel - muffin morceau de caramel - - - 42 - - - KCA#35a15fca7b86a7600831701b634f51d3 Gâteau de Semoule aux Raisins et Caramel - gateau de semoule au raisin caramel - - - 0 - - - CIQ#7600ca98415ad5d02089e76a9cf96f32 Grains de Blé Soufflés au Miel ou Caramel - grain de ble souffle miel ou caramel - enrichis en vitamines et minéraux - - 0 - - - CIQ#2069162d695f520f936002ca3ae5b9ba Lait Gélifié Aromatisé Nappé de Caramel - lait gelifie aromatise nappe de caramel - - - 1 - - - KCA#846e47253e6fd59bc66e6acb81fa7fb4 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'bonbons', 'quantity': 'plusieurs', '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 '% bonbon %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Bonbons, Tout Type - bonbon tout type - - - 1087 - - - KCA#0546b5e1ee2c05215d53fd4b5dd0a38d Bonbon la Vosgienne - bonbon vosgienne - - - 95 - - - KCA#a7cad7978a2279679de5fa264d98ac9e Bonbons Caramel Beurre Salé - bonbon caramel beurre sale - - - 407 - - - KCA#ae04de4899d35e5cf97de2d6b61bc2de Bonbons à la Menthe Enrobés de Chocolat - bonbon menthe enrobe de chocolat - - - 134 - - - KCA#8d101787ddd6f7fed49d1fcf220c5e79 ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/68c03e4e1acd5/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Caramel', 'normName': ' caramel ', 'comment': '', 'normComment': '', 'rank': 1760, 'id': 'KCA#b5dfde5e456ec422c6bfcf8fe5e2d1b2', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['CUB.w10'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Bonbons, Tout Type', 'normName': ' bonbon tout type ', 'comment': '', 'normComment': '', 'rank': 1087, 'id': 'KCA#0546b5e1ee2c05215d53fd4b5dd0a38d', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['UNI.w5'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 2.4650990962982178} ---------------------------------------------------------------------------------- LLM CPU Time: 2.4650990962982178