Input path: /home/debian/html/nutritwin/output_llm/67727f897fd7f/input.json Output path: /home/debian/html/nutritwin/output_llm/67727f897fd7f/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/67727f897fd7f/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": "Pommes", "quantity": "un", "type": "food", "event": "declaration" }, { "name": "Framboises", "quantity": "ajout\u00e9es", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "Pommes", "quantity": "un", "type": "food", "event": "declaration" }, { "name": "Framboises", "quantity": "ajout\u00e9es", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "Pommes", "quantity": "un", "type": "food", "event": "declaration" }, { "name": "Framboises", "quantity": "ajout\u00e9es", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'Pommes', 'quantity': 'un', 'type': 'food', 'event': 'declaration'}, {'name': 'Framboises', 'quantity': 'ajoutées', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'Pommes', 'quantity': 'un', '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 '% pomme %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Pomme - pomme - - - 68414 - - - KCA#c9d2ddea97e4a615e9073d59a85ef6a8 Pomme Gala - pomme gala - pulpe, crue - - 0 - - - CIQ#e44cf217ae50f34471f78330ee1fd658 Pomme Golden - pomme golden - pulpe, crue - - 0 - - - CIQ#997cb9698418689b25b6a29c68717773 Pomme Golden - pomme golden - pulpe et peau, crue - - 0 - - - CIQ#d87c09a9ac2671aa7877b0168488a284 Pommes Paille - pomme paille - - - 24 - - - KCA#162eb3eba3a245cd58f39afab73c9aad Pommes au Four - pomme four - - - 730 - - - KCA#59860e4d5cf11e3aefa80625666866c5 Pommes de Pain - pomme de pain - - - 0 - - - KCA#0078e5ebc4a45eb9c2c612e634f443e5 Pomme de Terre - pomme de terre - égouttée - - 26541 - - - CIQ#bbc0fd1495ed69b7aadd91d1d9b9ae69 Pomme de Terre - pomme de terre - aliment moyen - - 0 - - - CIQ#15f690b8140afc79288abfb96a139095 Pomme de Terre - pomme de terre - sans peau, crue - - 0 - - - CIQ#9d1dc4d850cf0a126428e8235097b299 Pomme de Terre - pomme de terre - rôtie/cuite au four - - 0 - - - CIQ#73642ae51d1ceb413f96f404c2e8fcc5 Pomme de Terre - pomme de terre - purée, aliment moyen - - 0 - - - CIQ#20c56d85dc4d344fdfb3594d5e93f5ff Pomme de Terre - pomme de terre - bouillie/cuite à l'eau - - 0 - - - CIQ#6997e933cb8bbe4ad6fb62b2f04c05c2 Pomme de Terre - pomme de terre - sans peau, rôtie/cuite au four - - 0 - - - CIQ#7c973fe7644a5cc7a5e1ac7f7690f91c Pomme de Terre - pomme de terre - purée, avec lait et beurre, non salée - - 54 - - - CIQ#f6d85f887fb7a88d451e7d1390b123ee Pomme de Terre - pomme de terre - flocons déshydratés, au lait ou à la crème - - 0 - - - CIQ#1450a8209d87032018367a76931b19ad Pomme de Terre - pomme de terre - purée à base de flocons, reconstituée avec lait entier, matière grasse - - 0 - - - CIQ#e310092ee2308f72f5d4eb70daa82fbc Pomme de Terre - pomme de terre - purée à base de flocons, reconstituée avec lait demi-écrémé et eau, non salée - - 0 - - - CIQ#3b12d13dfd318911c754bcb37b7b05ab Pomme Pink Lady - pomme pink lady - pulpe, crue - - 0 - - - CIQ#58334c920409dfe99e388b98139213b4 Pommes Duchesses - pomme duchesse - - - 125 - - - KCA#3f16a3a0f9fcf3a223a3498825d0ccc7 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'Framboises', 'quantity': 'ajoutées', '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 '% framboise %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Framboise - framboise - crue - - 0 - - - CIQ#7280d91486e81423f093755b8393d6e3 Framboises - framboise - - - 6163 - - - KCA#af14cef6a278c504481858ea3011b600 Jus de Framboise - ju de framboise - - - 169 - - - KCA#d7d72303dac8b25295ae812af56e6b38 Nectar de Framboise - nectar de framboise - - - 48 - - - KCA#90fa95e15778519e52434a8bf9cd75b5 Brioche aux Framboises - brioche au framboise - - - 17 - - - KCA#8e2dc2bf93d3540cdc397a59bb389ffd Mulatres aux Framboises - mulatre au framboise - - - 2 - - - KCA#f13ff07b309e64315ed6b8f8b2548b68 Jus de Pêche et Framboise - ju de peche framboise - - - 119 - - - KCA#58f2808a3d83a05541bb1fba5ba32da5 Yaourt Activia Framboise - yaourt activia framboise - - - 325 - - - KCA#f35f17730d8dcf9c13a00434375deb28 Verrine Mangue et Framboise - verrine mangue framboise - et framboise - - 0 - - - KCA#e90a3c8bb80170996c9bb5cdd1751032 Muffins Chocolat Framboises - muffin chocolat framboise - - - 22 - - - KCA#9c65203402c4f39126dbeb3f6fc457ee Riz au Lait et Compote de Framboise - riz lait compote de framboise - - - 7 - - - KCA#39be3e00f42cbc43a1759d82eb9f9622 Vacherin Glacé à Vanille et à la Framboise - vacherin glace vanille framboise - la framboise - - 0 - - - KCA#dca9781f34613ffbf5996dbe704cc080 ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/67727f897fd7f/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Pomme', 'normName': ' pomme ', 'comment': '', 'normComment': '', 'rank': 68414, 'id': 'KCA#c9d2ddea97e4a615e9073d59a85ef6a8', 'quantity': 'un', 'quantityLem': '1', 'pack': ['POM.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'POM-100', 'posiNormName': 0}, {'name': 'Framboise', 'normName': ' framboise ', 'comment': 'crue', 'normComment': ' crue ', 'rank': 0, 'id': 'CIQ#7280d91486e81423f093755b8393d6e3', 'quantity': 'ajoutées', 'quantityLem': 'ajoute', 'pack': ['FRB.w40'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 4.059290885925293} ---------------------------------------------------------------------------------- LLM CPU Time: 4.059290885925293