Input path: /home/debian/html/nutritwin/output_llm/6867a60a48dee/input.json Output path: /home/debian/html/nutritwin/output_llm/6867a60a48dee/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/6867a60a48dee/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": "carottes", "quantity": "plusieurs", "cookingMethod": "cuites", "type": "food", "event": "declaration" }, { "name": "petits pois", "quantity": "plusieurs", "cookingMethod": "cuits", "type": "food", "event": "declaration" }, { "name": "viande", "quantity": "une portion", "cookingMethod": "grill\u00e9e", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "carottes", "quantity": "plusieurs", "cookingMethod": "cuites", "type": "food", "event": "declaration" }, { "name": "petits pois", "quantity": "plusieurs", "cookingMethod": "cuits", "type": "food", "event": "declaration" }, { "name": "viande", "quantity": "une portion", "cookingMethod": "grill\u00e9e", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "carottes", "quantity": "plusieurs", "cookingMethod": "cuites", "type": "food", "event": "declaration" }, { "name": "petits pois", "quantity": "plusieurs", "cookingMethod": "cuits", "type": "food", "event": "declaration" }, { "name": "viande", "quantity": "une portion", "cookingMethod": "grill\u00e9e", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'carottes', 'quantity': 'plusieurs', 'cookingMethod': 'cuites', 'type': 'food', 'event': 'declaration'}, {'name': 'petits pois', 'quantity': 'plusieurs', 'cookingMethod': 'cuits', 'type': 'food', 'event': 'declaration'}, {'name': 'viande', 'quantity': 'une portion', 'cookingMethod': 'grillée', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'carottes', 'quantity': 'plusieurs', 'cookingMethod': 'cuites', '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 '% carotte %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Carotte - carotte - - - 0 - - - CIQ#c25a5ac9d76a886e8d048234775511cc Carotte - carotte - crue - - 1 - - - CIQ#a7874f4f33fb2dbc15824a2e825563a1 Carotte - carotte - purée - - 0 - - - CIQ#9c5ebd1506b8bd79c185157a907e5bdb Carotte - carotte - surgelée - - 45 - - - CIQ#e3009eb73fdd922e2253b10af6bfa6d9 Carotte - carotte - égouttée - - 0 - - - CIQ#949bbc6db954a7c778a54ae6468f63c7 Carotte - carotte - à la vapeur - - 0 - - - CIQ#1de710714c0199745f6629010e1f4b1b Carotte - carotte - purée cuisinée à la crème - - 0 - - - CIQ#32559c9674d3bad3a4340c9eae6501ad Carotte - carotte - bouillie/cuite à l'eau, fondante - - 0 - - - CIQ#82c4ed5b7b54f49bfca9f849a0c03b48 Carotte - carotte - bouillie/cuite à l'eau, croquante - - 0 - - - CIQ#5cd51d236a0a8e7c95564dd5f01f45d9 Carotte (jus) - carotte - - - 12544 - - - KCA#c25a5ac9d76a886e8d048234775511cc Carottes Vichy - carotte vichy - - - 2919 - - - KCA#c3d70e0599b5f9ed8f8c5855114d2920 Carottes Rapées - carotte rapee - - - 11844 - - - KCA#5bab4982631307ce183c664c08e55546 Carottes Rapées - carotte rapee - à l'Orange - - 32 - - - KCA#73ce70cd5efc3dc60888616fadfd35af Carottes Surgelées - carotte surgelee - - - 0 - - - KCA#13cc5a1b7bf3fb616eae70ea61518915 Carottes à l'Étuvée - carotte etuvee - - - 1807 - - - KCA#49cbbe74a431d4e41b8704d1fe93ec8e Carottes Râpées Nature - carotte rapee nature - - - 1074 - - - KCA#08362e84e9b96863e50aef4a65b95bf4 Carottes à la Fermière - carotte fermiere - - - 180 - - - KCA#84ed7da5773a27fe3972f5bfb0dbc423 Carotte Râpée à la Vinaigrette - carotte rapee vinaigrette - - - 1371 - - - KCA#550aab930f59f61f6d4b015c1f19f2a7 Soupe à la Carotte - soupe carotte - - - 4 - - - CIQ#caea7c027f921522fe3dfa8ae19f528d Flan aux Carottes - flan au carotte - - - 195 - - - KCA#aa67df5d93c0fe5f69f4a1cbc7b479be ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'petits pois', 'quantity': 'plusieurs', 'cookingMethod': 'cuits', '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 '% petit poi %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Petits Pois - petit poi - égouttés - - 0 - - - CIQ#9ffb5e2c01c96af228f86965c9fb948c Petits Pois - petit poi - bouillis/cuits à l'eau - - 0 - - - CIQ#dd2da67877ed7f0ac635c10b96769dfc Petits Pois Cuits - petit poi cuit - - - 111 - - - KCA#c88d8094c5c197d784f8a0c702ef9543 Petits Pois Carottes - petit poi carotte - - - 2323 - - - KCA#7ed2f2b587f72e6b7df2451c218da51e Petits Pois Surgelés - petit poi surgele - - - 68 - - - KCA#edcd10d133f428fe98f831538e4bd1a2 Petits Pois en Conserve - petit poi en conserve - - - 47 - - - KCA#3bc91a7a7d76aee0c5557fd34697de46 Petits Pois à la Menthe - petit poi menthe - - - 10 - - - KCA#d845720f926d115a4ed1800e1adb93e4 Petits Pois et Carottes - petit poi carotte - égouttés - - 0 - - - CIQ#a210ec3e8f7d4847243833333bd6b29b Petits Pois à l'Anglaise - petit poi anglaise - - - 10 - - - KCA#3a3b4f6230f5baa603089081dc138a5a Petits Pois à la Française - petit poi francaise - - - 38 - - - KCA#a4e4d707479fdfbd664f9605815349d4 Petits Pois à la Florentine - petit poi florentine - - - 0 - - - KCA#f7a6e9e3bbf63a662d987a1692cd6cae Purée de Petits Pois - puree de petit poi - - - 87 - - - KCA#24e05443f69122ac730ba1308a049845 Pigeons aux Petits Pois - pigeon au petit poi - - - 9 - - - KCA#12da10fb01a5c6041026471c38ec8a86 Langouste aux Petits Pois - langouste au petit poi - - - 0 - - - KCA#43f35aa33f745bac853f7ef36f634ee8 Spaghetti aux Petits Pois - spaghetti au petit poi - petits pois - - 0 - - - KCA#a2399bcd885726804760f4e591b0f367 Roti de Cabillaud aux Petits Pois - roti de cabillaud au petit poi - - - 9 - - - KCA#e3b1e6e717d0d11b911ab8e6bb67253c Purée de Pomme de Terre et Petits Pois - puree de pomme de terre petit poi - - - 12 - - - KCA#4808a903dcc9ab2f718e33de7ab64d00 ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'viande', 'quantity': 'une portion', 'cookingMethod': 'grillée', '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 '% viande %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Viande en Sauce - viande en sauce - - - 0 - - - CIQ#93db09847d51e6eff517bbca8d2fba49 Viande des Grisons - viande de grison - - - 4053 - - - CIQ#2ae50503955111d601be5caa2e4caf81 Pizza à la Viande - pizza viande - type bolognaise - - 0 - - - CIQ#b17f77e6924678e84c353cde4ec8bdc4 Lapin, Viande Crue - lapin viande crue - - - 34 - - - KCA#48f3a8f28e873bd1c8055c2acf264146 Lapin, Viande Cuite - lapin viande cuite - - - 279 - - - KCA#fa5e3f2f0dd04bfb683e03b870ffd0b0 Friand à la Viande - friand viande - - - 223 - - - KCA#cbe06c578ba5da747f27887625323741 Faisan, Viande, Rôtie - faisan viande rotie - - - 43 - - - KCA#69c774d019d5bd7fddf1628d20639106 Ravioli à la Viande - ravioli viande - sauce tomate - - 30 - - - CIQ#d03c307ddf057d6d8ffa7932271a3812 Couscous à la Viande - couscou viande - - - 0 - - - CIQ#ef43bf0d297850255b85545a22223172 Pain de Viande de Porc - pain de viande de porc - - - 106 - - - KCA#b81e8346484a92fe03f18eaffd7fc5e8 Pain de Viande de Boeuf - pain de viande de boeuf - - - 182 - - - KCA#b01fe9d47efe3dbec4c7da2adfb0c061 Pain de Viande au Poivre - pain de viande poivre - - - 11 - - - KCA#d1bbc431af5ec515c4512abad12805ce Pain de Viande aux Olives - pain de viande au olive - - - 73 - - - KCA#b8e014029af6be435b7b988b0d798795 Ravioli à la Viande, Sauce Tomate - ravioli viande sauce tomate - - - 0 - - - KCA#ae0592ddf5c0d352006cd5f3fd04aff2 Couscous à la Viande ou au Poulet - couscou viande ou poulet - allégé - - 0 - - - CIQ#b226bbddff9f94d1731c2f8956754a75 Chausson à la Viande - chausson viande - - - 105 - - - KCA#4fecc074dedec7797a56d94578e1d904 Beignet de Viande - beignet de viande - volaille ou poisson, fait maison, cru - - 0 - - - CIQ#78b03a5ddcfe5c06f515e7bc338c7dc9 Cannelloni à la Viande - cannelloni viande - - - 246 - - - KCA#e2f2518cfd0524f3151869855227ebb2 Beignets de Viande, Volaille ou Poisson - beignet de viande volaille ou poisson - - - 99 - - - KCA#ccb2e4e98d3e8190361d8ac98a0d1230 Bouillon de Viande et Légumes Type Pot-au-feu - bouillon de viande legume type pot feu - - - 0 - - - CIQ#ac18f5b94faded0bfc242f16e1df3622 ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/6867a60a48dee/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Carotte', 'normName': ' carotte ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'CIQ#c25a5ac9d76a886e8d048234775511cc', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['CAR.w125'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Petits Pois', 'normName': ' petit poi ', 'comment': 'égouttés', 'normComment': ' egoutte ', 'rank': 0, 'id': 'CIQ#9ffb5e2c01c96af228f86965c9fb948c', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Viande en Sauce', 'normName': ' viande en sauce ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'CIQ#93db09847d51e6eff517bbca8d2fba49', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['BOE.w250'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'BOE-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 6.062860488891602} ---------------------------------------------------------------------------------- LLM CPU Time: 6.062860488891602