Input path: /home/debian/html/nutritwin/output_llm/687f6ef0b7978/input.json Output path: /home/debian/html/nutritwin/output_llm/687f6ef0b7978/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/687f6ef0b7978/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": "crevettes", "quantity": "plusieurs", "cookingMethod": "cuites", "type": "food", "event": "declaration" }, { "name": "asperges", "quantity": "plusieurs", "cookingMethod": "cuites", "type": "food", "event": "declaration" }, { "name": "sauce", "quantity": "une portion", "cookingMethod": "préparée", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "crevettes", "quantity": "plusieurs", "cookingMethod": "cuites", "type": "food", "event": "declaration" }, { "name": "asperges", "quantity": "plusieurs", "cookingMethod": "cuites", "type": "food", "event": "declaration" }, { "name": "sauce", "quantity": "une portion", "cookingMethod": "préparée", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "crevettes", "quantity": "plusieurs", "cookingMethod": "cuites", "type": "food", "event": "declaration" }, { "name": "asperges", "quantity": "plusieurs", "cookingMethod": "cuites", "type": "food", "event": "declaration" }, { "name": "sauce", "quantity": "une portion", "cookingMethod": "pr\u00e9par\u00e9e", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'crevettes', 'quantity': 'plusieurs', 'cookingMethod': 'cuites', 'type': 'food', 'event': 'declaration'}, {'name': 'asperges', 'quantity': 'plusieurs', 'cookingMethod': 'cuites', 'type': 'food', 'event': 'declaration'}, {'name': 'sauce', 'quantity': 'une portion', 'cookingMethod': 'préparée', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'crevettes', '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 '% crevette %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Crevette - crevette - - - 0 - - - CIQ#ee3181f793a3ceeca9a1733d1c6f5e00 Crevette - crevette - surgelée, crue - - 0 - - - CIQ#6d2d0fd551b07525a734c3be38c58c75 Crevettes - crevette - - - 5186 - - - KCA#ee3181f793a3ceeca9a1733d1c6f5e00 Crevette Grise - crevette grise - - - 433 - - - CIQ#af30120ef573ec8aede30e6b213fe758 Crevettes Grises - crevette grise - - - 0 - - - KCA#af30120ef573ec8aede30e6b213fe758 Crevettes à l'Ail - crevette ail - - - 272 - - - KCA#389982139f3c9db8da023e6c0f7cc746 Crevettes à la Crème - crevette creme - - - 27 - - - KCA#bfbdc4ace22227cc6387b0bafb765223 Crevettes Roses Cuites - crevette rose cuite - - - 3801 - - - KCA#c3307aae6d15a410f53cb6231bfbdf2f Crevette Tigres Cuites - crevette tigre cuite - - - 111 - - - KCA#22b00200ebc6bdb6126eccfb37d61230 Crevettes Grises Chaudes - crevette grise chaude - - - 13 - - - KCA#51c0cd81b22cbdcec612fc401b832b96 Crevettes au Poivre Vert - crevette poivre vert - - - 9 - - - KCA#f3c409dc445bb2af4a5c8aaf00f658a8 Crevettes à la Mayonnaise - crevette mayonnaise - - - 53 - - - KCA#008a9811e12a43807907909aad094d60 Crevettes Sautées au Basilic - crevette sautee basilic - - - 286 - - - KCA#717c940acdb428fe12f9aabee135b0b0 Crevettes au Sel et au Poivre - crevette sel poivre - - - 222 - - - KCA#1dceefb0b76c3e190bcc60f6940c2954 Sushi Crevette - sushi crevette - sushi crevette - - 0 - - - KCA#e6ea0415e3560f332701361113c4066c Chips de Crevette - chip de crevette - - - 1 - - - CIQ#a5f0b02c741a004abc8b4dd1d7ba4ebf Bisque de Crevettes - bisque de crevette - - - 21 - - - KCA#ad6250e29a9857cb7b7046c6cc0fd507 Avocats aux Crevettes - avocat au crevette - - - 195 - - - KCA#5dcdeb94d09030bfe9f4f6ecb11c25c9 Beignet de Crevette - beignet de crevette - - - 689 - - - CIQ#552ced2661e401c403a26ae004706991 Bouquet de Crevettes - bouquet de crevette - - - 16 - - - KCA#7560436c93e26ab4c3197733213a010e ---------------------------------------------------- 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': 'asperges', '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 '% asperge %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Asperge Verte - asperge verte - bouillie/cuite à l'eau - - 0 - - - CIQ#0326a7d0b6bafa4f6cc88cd9977530a3 Asperge Blanche - asperge blanche - bouillie/cuite à l'eau - - 6578 - - - CIQ#9d49b398fa939d37730244a4abf879d5 Asperges Grillées - asperge grillee - aux Tomates - - 21 - - - KCA#242b22651d7445161d4d2b24210c0d6f Asperges Gratinées - asperge gratinee - - - 44 - - - KCA#71ce0a6c1f38a528b27fd42ef2b776c5 Asperges au Parmesan - asperge parmesan - - - 67 - - - KCA#a127db60c903b37982601b9e36b76706 Asperges à l'Étouffée - asperge etouffee - - - 159 - - - KCA#62a9074eee334d7c4833b4f6ae37d04d Asperges Sauce Mornay - asperge sauce mornay - - - 41 - - - KCA#57d3b310c20e6d101fe7b2b6e9b3983a Asperges à l'Anglaise - asperge anglaise - - - 39 - - - KCA#d6f68ad2a878f8540aca21c44a75f58a Asperges à l'Espagnole - asperge espagnole - - - 9 - - - KCA#ff0e3c7b8ec50631a9db81bcd7efecca Mini Asperges - mini asperge - apertisées - - 157 - - - KCA#053a44238c72eb6674bde5485cfd8692 Crème d'Asperge - creme asperge - - - 30 - - - KCA#cbc1c83ffe548199d6dd183d80ce7ed1 Soupe aux Asperges - soupe au asperge - - - 0 - - - CIQ#2c5b061c387f045af8d168d2fcb5c4fe Soupe aux Asperges - soupe au asperge - déshydratée reconstituée - - 0 - - - CIQ#2a0e927b48ab7bdea587e8ff081ad212 Quiche aux Asperges - quiche au asperge - - - 125 - - - KCA#eeb2b8ff2884e7faa6ecb8b23952dd94 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'sauce', 'quantity': 'une portion', 'cookingMethod': 'préparée', '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 %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Sauce Soja - sauce soja - - - 3 - - - CIQ#b952eceb45cb10013a92ef0779b17653 Sauce Pesto - sauce pesto - - - 1574 - - - CIQ#1522ff5f8e2afb98f43dc84032eb88a2 Sauce Tomate - sauce tomate - sauce tomate - - 0 - - - KCA#7d512351ce711d864802585661fe5016 Sauce au Curry - sauce curry - - - 756 - - - CIQ#9210f7eca1ee3b1897594c0178290b20 Sauce Barbecue - sauce barbecue - - - 605 - - - CIQ#ef41b91b3553734511e938471949c410 Sauce au Chocolat - sauce chocolat - - - 0 - - - CIQ#499da9cecdcb14e8c3264dd25833827c Sauce Végétale Type Bolognaise - sauce vegetale type bolognaise - - - 0 - - - CIQ#84e99ba7b00b9d430019fdda2fd5f7c0 Sauce Nuoc Mâm ou Sauce au Poisson - sauce nuoc mam ou sauce poisson - - - 0 - - - CIQ#af0e9d2be8f4dd30887de87ebdddf63f Sauce Basquaise ou Sauce aux Poivrons - sauce basquaise ou sauce au poivron - - - 0 - - - CIQ#47d21249bc4ab285956c9e298c68bb6d Sauce pour Nems à Base de Nuoc-mam Dilué - sauce pour nem base de nuoc mam dilue - - - 0 - - - CIQ#68d76cc02b44928be15871a78b9d94f0 Raie à la Sauce Rose - raie sauce rose - - - 7 - - - KCA#1444c15182b9ef2f68e738c71bfb6cc7 Porc à la Sauce Satay - porc sauce satay - - - 60 - - - KCA#aed030947a37a27a9fdcf9addd4e67bc Oeufs à la Sauce Robert - oeuf sauce robert - - - 2 - - - KCA#8624d58a57b5203a5e66034982f48874 Oeufs à la Sauce Béarnaise - oeuf sauce bearnaise - - - 11 - - - KCA#b3c010b58057c755805baed78408c687 Boeuf Sauce Satay - boeuf sauce satay - - - 198 - - - KCA#2892f776d49ca112a8d9a6cdd51df956 Moules Sauce Rousse - moule sauce rousse - - - 39 - - - KCA#e28239723ff413f8d4c84fea8b2301c9 Steaks Sauce Persil - steak sauce persil - sauce persil - - 0 - - - KCA#6524592e1b23ceffe76c9e0ff784370d Moules à la Sauce Catalane ou Escabèche - moule sauce catalane ou escabeche - tomate, égouttée - - 0 - - - CIQ#c816954f008a5e5e39aad2cbf43621e8 Abats en Sauce - abat en sauce - - - 11 - - - KCA#eb1dcd4090f766ad17ceaa2a6323f56f Poisson Sauce Oseille - poisson sauce oseille - - - 93 - - - KCA#aa876384995dcab3ff5f07a2d998ee89 ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/687f6ef0b7978/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Crevette', 'normName': ' crevette ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'CIQ#ee3181f793a3ceeca9a1733d1c6f5e00', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['CRE.w120'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Asperge Verte', 'normName': ' asperge verte ', 'comment': "bouillie/cuite à l'eau", 'normComment': ' bouillie/cuite eau ', 'rank': 0, 'id': 'CIQ#0326a7d0b6bafa4f6cc88cd9977530a3', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Sauce Soja', 'normName': ' sauce soja ', 'comment': '', 'normComment': '', 'rank': 3, 'id': 'CIQ#b952eceb45cb10013a92ef0779b17653', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['CSS.w20'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 16.4491229057312} ---------------------------------------------------------------------------------- LLM CPU Time: 16.4491229057312