Input path: /home/debian/html/nutritwin/output_llm/68f7e2f91c66b/input.json Output path: /home/debian/html/nutritwin/output_llm/68f7e2f91c66b/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/68f7e2f91c66b/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": "omelette", "quantity": "une portion", "cookingMethod": "cuit", "type": "food", "event": "declaration" }, { "name": "sauce tomate", "quantity": "une portion", "cookingMethod": "cuit", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "riz", "quantity": "une portion", "cookingMethod": "cuit", "type": "food", "event": "declaration" }, { "name": "omelette", "quantity": "une portion", "cookingMethod": "cuit", "type": "food", "event": "declaration" }, { "name": "sauce tomate", "quantity": "une portion", "cookingMethod": "cuit", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "riz", "quantity": "une portion", "cookingMethod": "cuit", "type": "food", "event": "declaration" }, { "name": "omelette", "quantity": "une portion", "cookingMethod": "cuit", "type": "food", "event": "declaration" }, { "name": "sauce tomate", "quantity": "une portion", "cookingMethod": "cuit", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'riz', 'quantity': 'une portion', 'cookingMethod': 'cuit', 'type': 'food', 'event': 'declaration'}, {'name': 'omelette', 'quantity': 'une portion', 'cookingMethod': 'cuit', 'type': 'food', 'event': 'declaration'}, {'name': 'sauce tomate', 'quantity': 'une portion', 'cookingMethod': 'cuit', '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': 'omelette', '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 '% omelette %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Omelette - omelette - garnitures diverses : légumes, fromages, viandes..., aliment moyen - - 0 - - - CIQ#f3bd368d94304e5151916a143f87c6c4 Omelette Nature - omelette nature - - - 4230 - - - KCA#caac3b8e77b9ec6239db2083c58c2077 Omelette au Thon - omelette thon - - - 52 - - - KCA#5f614bbae59b451ec691804fbd8c3b1d Omelette de Noël - omelette de noel - - - 28 - - - KCA#be4736d0e3ee43da3c659fd7769f3937 Omelette Espagnole - omelette espagnole - - - 611 - - - KCA#a967378e35edbd8d9a305ed995aa8105 Omelette Provençale - omelette provencale - - - 202 - - - KCA#a53a460a1303ada5f7245061d09547ec Omelette aux Moules - omelette au moule - - - 43 - - - KCA#61a7e944219e17a767e04f150f45251c Omelette à la Crème - omelette creme - - - 24 - - - KCA#92fa16c69f2bed36707181cb4c6da5fe Omelette au Fromage - omelette fromage - - - 0 - - - CIQ#32e747be3e0d2f2e8e88993ebc228dcd Omelette au Fromage - omelette fromage - - - 0 - - - KCA#32e747be3e0d2f2e8e88993ebc228dcd Omelettes au Fromage - omelette fromage - - - 1282 - - - KCA#32e747be3e0d2f2e8e88993ebc228dcd Omelette aux Lardons - omelette au lardon - - - 607 - - - CIQ#91e89f2662faf022d17d0a50fd266c22 Omelette Norvégienne - omelette norvegienne - - - 79 - - - KCA#5176fcbde2e1320b6e7bc64033053d4b Omelette aux Poivrons - omelette au poivron - - - 235 - - - KCA#4cb2797259acdf22918e496fa31d18e5 Omelette aux Abricots - omelette au abricot - - - 3 - - - KCA#4db67e4e3160314b2d73d4e66510cff1 Omelette Saint-pierre - omelette saint pierre - - - 2 - - - KCA#54bc3809ce3573f3759129975c5bdfd2 Omelette aux Courgettes - omelette au courgette - - - 125 - - - KCA#4b746e9c0feef9bca3c7252301d6c95d Omelette Sucrée Flambée - omelette sucree flambee - - - 4 - - - KCA#de9e04425035a8bdc1dc170c38ada3d6 Omelette aux Champignons - omelette au champignon - - - 763 - - - KCA#c39e92cc07d98c316d4b95491b7a8a31 Omelette à la Choucroute - omelette choucroute - - - 1 - - - KCA#7cab890452cffe55546fa515aa73d6f1 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'sauce tomate', '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 '% sauce tomate %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Sauce Tomate - sauce tomate - sauce tomate - - 0 - - - KCA#7d512351ce711d864802585661fe5016 Raviolis Sauce Tomate - ravioli sauce tomate - - - 59 - - - KCA#00b7586ccb34b5d08b2af872b41ab49a Spaghetti Sauce Tomate - spaghetti sauce tomate - sauce tomate - - 0 - - - KCA#8e8cc25adac4bb1a5ff6a9bd1950fcd8 Côtes de Veau Sauce Tomate - cote de veau sauce tomate - - - 10 - - - KCA#359b72401216cb6f415985f7b41741ef Haricots Verts à la Sauce Tomate - haricot vert sauce tomate - - - 83 - - - KCA#168eaf3d7514042587c42989056107d3 Ravioli à la Viande, Sauce Tomate - ravioli viande sauce tomate - - - 0 - - - KCA#ae0592ddf5c0d352006cd5f3fd04aff2 Boulettes d'Epinards à la Sauce Tomate - boulette epinard sauce tomate - - - 9 - - - KCA#2400b360c946364c7fedfc50987e55b3 ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/68f7e2f91c66b/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': 'Omelette', 'normName': ' omelette ', 'comment': 'garnitures diverses : légumes, fromages, viandes..., aliment moyen', 'normComment': ' garniture diverse legume fromage viandes... aliment moyen ', 'rank': 0, 'id': 'CIQ#f3bd368d94304e5151916a143f87c6c4', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['OE2.w60'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Sauce Tomate', 'normName': ' sauce tomate ', 'comment': 'sauce tomate', 'normComment': ' sauce tomate ', 'rank': 0, 'id': 'KCA#7d512351ce711d864802585661fe5016', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['CSS.w15'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 3.3667869567871094} ---------------------------------------------------------------------------------- LLM CPU Time: 3.3667869567871094