Input path: /home/debian/html/nutritwin/output_llm/68b423dbe35bc/input.json Output path: /home/debian/html/nutritwin/output_llm/68b423dbe35bc/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/68b423dbe35bc/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": "riz", "quantity": "une portion", "cookingMethod": "cuit", "type": "food", "event": "declaration" }, { "name": "haricots verts", "quantity": "une portion", "cookingMethod": "cuit", "type": "food", "event": "declaration" }, { "name": "viande", "quantity": "une portion", "cookingMethod": "grill\u000e", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "riz", "quantity": "une portion", "cookingMethod": "cuit", "type": "food", "event": "declaration" }, { "name": "haricots verts", "quantity": "une portion", "cookingMethod": "cuit", "type": "food", "event": "declaration" }, { "name": "viande", "quantity": "une portion", "cookingMethod": "grill\u000e", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "riz", "quantity": "une portion", "cookingMethod": "cuit", "type": "food", "event": "declaration" }, { "name": "haricots verts", "quantity": "une portion", "cookingMethod": "cuit", "type": "food", "event": "declaration" }, { "name": "viande", "quantity": "une portion", "cookingMethod": "grill\u000e", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'riz', 'quantity': 'une portion', 'cookingMethod': 'cuit', 'type': 'food', 'event': 'declaration'}, {'name': 'haricots verts', 'quantity': 'une portion', 'cookingMethod': 'cuit', 'type': 'food', 'event': 'declaration'}, {'name': 'viande', 'quantity': 'une portion', 'cookingMethod': 'grill\x0e', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'riz', 'quantity': 'une portion', 'cookingMethod': 'cuit', '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 '% riz %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Riz - riz - mélange de variétés, blanc, complet, rouge, sauvage,., cru - - 0 - - - CIQ#a07819c9749e64bb8fdf05c82933f975 Riz Thaï - riz thai - non salé - - 0 - - - CIQ#ac2fd71ae23ef149ca342c965d560af3 Riz Sauté - riz saute - - - 1630 - - - KCA#8a7c81299be0e4a1d8a5d55c311ac357 Riz Blanc - riz blanc - cru - - 0 - - - CIQ#5e08f294c544b6dbc1ee7d37a7eb2c96 Riz Rouge - riz rouge - cru - - 0 - - - CIQ#e52c512dd7f9b51c90d048e5efeec56e Riz Blanc - riz blanc - non salé - - 16469 - - - CIQ#f9b73aa60d2f7f559fce98ce3ac5c13c Riz Rouge - riz rouge - non salé - - 0 - - - CIQ#82ae14b06516b5eb3b26a705dcb698a3 Riz Blanc - riz blanc - avec poulet - - 0 - - - CIQ#c71662da3d045e64e316f472d5abd627 Riz Jaune - riz jaune - au lait de Coco - - 54 - - - KCA#fce436115e06eeddfc6a6bb946a77317 Riz Blanc - riz blanc - avec légumes et viande - - 0 - - - CIQ#e80ff9a7c8bfefe077463eba05d7d873 Riz Pilaf - riz pilaf - aux Asperges et aux Champignons - - 148 - - - KCA#51cb6cbdd6b1d60180e4df36e1900396 Riz Gluant - riz gluant - - - 670 - - - KCA#a9f8450583c586dd97516af4daa68d98 Riz Jasmin - riz jasmin - - - 515 - - - KCA#82f0e631fc5d3feb05f2cb82664429d4 Riz au Lait - riz lait - - - 2141 - - - CIQ#708312da229435845a51dc66016ac5dc Riz Complet - riz complet - cru - - 3 - - - CIQ#64df585ce75d5d905c4e92be834170a5 Riz Sauvage - riz sauvage - cru - - 0 - - - CIQ#65668baead4ceadf6f8269416ce5cef5 Riz Basmati - riz basmati - non salé - - 0 - - - CIQ#1145ed25cb9fd225c13765c6cee54de3 Riz Complet - riz complet - non salé - - 0 - - - CIQ#d99bd2e9a1547db20db6b79a89c0c3c9 Riz Sauvage - riz sauvage - non salé - - 0 - - - CIQ#c0c548033695d9c3adf24102b29dcb1b Riz au Coco - riz coco - au Poivron et à la Coriandre - - 95 - - - KCA#652179cc35ad46dc7fb28650f7f7d732 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'haricots verts', 'quantity': 'une portion', 'cookingMethod': 'cuit', '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 '% haricot vert %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Haricot Vert - haricot vert - - - 0 - - - CIQ#efedc12de30a6792e4cce0ac909b0d59 Haricot Vert - haricot vert - surgelé - - 154 - - - CIQ#1a6e737ae6a199c819eec98d3e1a2590 Haricot Vert - haricot vert - égoutté - - 0 - - - CIQ#1177b9c2ec6d59b48e0d39839eb385d1 Haricot Vert - haricot vert - surgelé, cru - - 0 - - - CIQ#5aa98988b46740cd326d667185454972 Haricot Vert - haricot vert - bouilli/cuit à l'eau - - 0 - - - CIQ#3e5509a19b13f2e075fd2fe795791079 Haricots Verts - haricot vert - - - 17373 - - - KCA#efedc12de30a6792e4cce0ac909b0d59 Haricots Verts Cuits - haricot vert cuit - - - 7959 - - - KCA#254c7444b4cf283538fad5895a542d22 Haricots Verts Lardons - haricot vert lardon - - - 100 - - - KCA#6874f69a8ead359116ae7a390050180e Haricots Verts Conserve - haricot vert conserve - - - 1425 - - - KCA#e1bb57c29ed7d08fa3282fc598eed53d Haricots Verts Surgelés - haricot vert surgele - - - 0 - - - KCA#2bf9488248010e76fac38dbee693d2a9 Haricots Verts à l'Anglais - haricot vert anglai - - - 23 - - - KCA#4926dc105068b5d8ef3052494e32fb21 Haricots Verts Bonne Maman - haricot vert bonne maman - - - 19 - - - KCA#60739f2d4a2d1811dc58dc35bd21b37a Haricots Verts Tourangelle - haricot vert tourangelle - - - 6 - - - KCA#b8ce290d4a33dd03b27ac2fa8a814753 Haricots Verts à la Fermière - haricot vert fermiere - - - 26 - - - KCA#ed6a0aa7718396235e74a369bf983542 Haricots Verts à la Sauce Tomate - haricot vert sauce tomate - - - 83 - - - KCA#168eaf3d7514042587c42989056107d3 Poulet et Haricots Verts au Citron Confit - poulet haricot vert citron confit - - - 14 - - - KCA#03f4683e4348d0279a3a432205dbc751 Purée de Haricots Verts - puree de haricot vert - - - 32 - - - KCA#53cb0275faf96a7122d34fc8d19ad23d Boeuf Haché aux Haricots Verts Piquants - boeuf hache au haricot vert piquant - - - 15 - - - KCA#34ba50fafe3cd0eaa5b78ce743e01f37 Côtes de Veau à la Crème de Haricots Verts - cote de veau creme de haricot vert - - - 18 - - - KCA#9c8766ceb23aa4570d059fd20af5a0b3 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'viande', 'quantity': 'une portion', 'cookingMethod': 'grill\x0e', '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/68b423dbe35bc/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Riz', 'normName': ' riz ', 'comment': 'mélange de variétés, blanc, complet, rouge, sauvage,., cru', 'normComment': ' melange de variete blanc complet rouge sauvage cru ', 'rank': 0, 'id': 'CIQ#a07819c9749e64bb8fdf05c82933f975', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['BOR.w200', 'CSS.w20'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Haricot Vert', 'normName': ' haricot vert ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'CIQ#efedc12de30a6792e4cce0ac909b0d59', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'LEG-100', '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': 4.29590368270874} ---------------------------------------------------------------------------------- LLM CPU Time: 4.29590368270874