Input path: /home/debian/html/nutritwin/output_llm/68f7755217946/input.json Output path: /home/debian/html/nutritwin/output_llm/68f7755217946/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/68f7755217946/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": "yaourt", "quantity": "un bol", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "graines de chia", "quantity": "une portion", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "céréales", "quantity": "une portion", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "yaourt", "quantity": "un bol", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "graines de chia", "quantity": "une portion", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "céréales", "quantity": "une portion", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "yaourt", "quantity": "un bol", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "graines de chia", "quantity": "une portion", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "c\u00e9r\u00e9ales", "quantity": "une portion", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'yaourt', 'quantity': 'un bol', 'type': 'food', 'timeOfTheDay': 'breakfast', 'event': 'declaration'}, {'name': 'graines de chia', 'quantity': 'une portion', 'type': 'food', 'timeOfTheDay': 'breakfast', 'event': 'declaration'}, {'name': 'céréales', 'quantity': 'une portion', 'type': 'food', 'timeOfTheDay': 'breakfast', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'yaourt', 'quantity': 'un bol', 'type': 'food', 'timeOfTheDay': 'breakfast', '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 '% yaourt %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Yaourt - yaourt - lait fermenté ou spécialité laitière, nature - - 0 - - - CIQ#0928a880983c5048d0a81b7d41a06e7b Yaourt - yaourt - lait fermenté ou spécialité laitière, nature, 0% MG - - 9057 - - - CIQ#9f17e9a64e5a31892fba4c0fa701bbd0 Yaourt - yaourt - lait fermenté ou spécialité laitière, nature, sucré - - 0 - - - CIQ#e0364db6469b65b835d98157573dd938 Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé, sucré - - 0 - - - CIQ#264d22aeabd3e26eba5f98fbaa89f1ac Yaourt - yaourt - lait fermenté ou spécialité laitière, aux fruits, sucré - - 0 - - - CIQ#24d5d86e0b08c6f3796f334afae492cc Yaourt - yaourt - lait fermenté ou spécialité laitière, nature, à la crème - - 0 - - - CIQ#1f2a1e5e127140a7be28a7d25c3088d6 Yaourt - yaourt - lait fermenté ou spécialité laitière, aux fruits, sucré, à la crème - - 0 - - - CIQ#acd265d6510a4f598723be4fc74a4c8c Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé, avec édulcorants, 0% MG - - 0 - - - CIQ#784b97487157f736e48fcc0d6e133fef Yaourt - yaourt - lait fermenté ou spécialité laitière, aux fruits, avec édulcorants, 0% MG - - 0 - - - CIQ#b929a1bbd5297226906ea0a2cc5f701c Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, aliment moyen - - 0 - - - CIQ#b73f5b457f7ce462e475f1f486e39bcb Yaourt - yaourt - lait fermenté ou spécialité laitière, aux copeaux de chocolat, à la crème, sucré - - 0 - - - CIQ#1823cfd1b2dcd8105040677b6fc7220b Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, sucré, aliment moyen - - 0 - - - CIQ#90ed97da37fa27a7ea445b739266fc90 Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, 0% MG, aliment moyen - - 0 - - - CIQ#20d47ac9ab18854614f6b564e7574daf Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, non allégé en MG, aliment moyen - - 0 - - - CIQ#408f442e78ff07574f5af4da528c7874 Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, avec édulcorants, aliment moyen - - 0 - - - CIQ#09de752a76c9b6f477f351399654099b Yaourt - yaourt - lait fermenté ou spécialité laitière, aromatisé ou aux fruits, sucré, non allégé en MG, aliment moyen - - 0 - - - CIQ#b6e447ee1c16dabdf097b79693e4ccb6 Yaourt à 0% - yaourt 0% - - - 11372 - - - KCA#f5a374803ab9ec773ab4520b077adb17 Yaourt à 0% - yaourt 0% - sucré - - 83 - - - KCA#e4f65d87b7542cc84d00fb3f8a5e763a Yaourt Nature - yaourt nature - yaourt nature - - 0 - - - KCA#1bb387dba0faa825bf1b41958b69f8b8 Yaourt au Miel - yaourt miel - au miel - - 0 - - - KCA#7bc806db91685c4866b04b5c0572e837 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'graines de chia', 'quantity': 'une portion', 'type': 'food', 'timeOfTheDay': 'breakfast', '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 '% graine de chia %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) --> CPU time in DB: 0.1339 seconds Word: Graines de Chia - dist: 0.3294573128223419 - row: 7641 Word: Graines de Chia BIO - dist: 0.38689494132995605 - row: 35454 Word: Graines de Chia Noir - dist: 0.45211777091026306 - row: 55681 Word: Graines et Fruits Framboises et Graines de Chia - dist: 0.4782252013683319 - row: 60214 Word: Baguette Avec Graines de Chia - dist: 0.5220747590065002 - row: 54916 Found embedding word: Graines de Chia Second try (embedded): 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_Name = 'Graines de Chia' ------------- Found solution (max 20) -------------- Graines de Chia - graine de chia - - Leclerc - 0 - 0230289016144 - 0230289016144 - OFF#8e669b52f41d454795d5619a46d8b828 Graines de Chia - graine de chia - - Vahiné - 0 - 3179142058396 - 3179142058396 - OFF#368681590ba4e2c7a1df91266a2ea228 Graines de Chia - graine de chia - - La Vie Claire - 0 - 3266191013312 - 3266191013312 - OFF#909a057ced0e4e67a025bae95e9bb8a3 Graines de Chia - graine de chia - - La Pâtelière - 0 - 3278584350133 - 3278584350133 - OFF#b46fb109d278cd5a865507a19149a3d9 Graines de Chia - graine de chia - - Moulin des Moines - 0 - 3347430024662 - 3347430024662 - OFF#dab36c871f4ef73c6e86f3367fd9b496 Graines de Chia - graine de chia - - Monoprix - 0 - 3350033500365 - 3350033500365 - OFF#a629fcb084804ba68c302001aa00d9f5 Graines de Chia - graine de chia - - Jardin Bio - 0 - 3456300004410 - 3456300004410 - OFF#210954fa513775eaa1ef95cbd33364f7 Graines de Chia - graine de chia - - Carrefour - 0 - 3560071270773 - 3560071270773 - OFF#d586ddd71a82558edd167575d97cba70 Graines de Chia - graine de chia - - Cora - 0 - 5400134407402 - 5400134407402 - OFF#ef8bc58655295e1329968129c0b85119 Graines de Chia - graine de chia - - Spar - 0 - 5400210188126 - 5400210188126 - OFF#fe14827055d480bab0497ce63fd151eb Graines de Chia - graine de chia - - La Vie Claire - 0 - 3266191035345 - 3266191013312 - OFF#70cd076ebbd2d2ad62feca25bf749b47 Graines de Chia - graine de chia - - Jardin Bio - 0 - 3456300004878 - 3456300004410 - OFF#c6144afc7dd08f08122f6c752f512225 Graines de Chia - graine de chia - - Carrefour - 0 - 5400101069053 - 3560071270773 - OFF#5bb4ac78f3c4dd94e32c0fb96258e43f ---------------------------------------------------- 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 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': 'céréales', 'quantity': 'une portion', 'type': 'food', 'timeOfTheDay': 'breakfast', '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 '% cereale %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Céréales - cereale - - - 4680 - - - KCA#b23631b155d144eb78b449e17bc17c12 Céréales - cereale - 6 à 12% de fibres - - 742 - - - KCA#eb59780e5df890a0d950eb609021022e Céréales - cereale - 13 à 26% de fibres - - 192 - - - KCA#a05d7589990ffc2e271b654766ba575b Céréales au Son - cereale son - - - 100 - - - KCA#fab4612906c28fc52dff4711049b1735 Céréales au Miel - cereale miel - - - 101 - - - KCA#b7c3cb966f2cb1fa8c64e261bae639cb Céréales au Caramel - cereale caramel - - - 36 - - - KCA#d28c7d524b29efd12dc8fa868a9c9dc6 Céréales Chocolatées - cereale chocolatee - - - 1149 - - - KCA#47973bcc32d2418f4687bc41d2a15577 Céréales au Son de Blé - cereale son de ble - à plus de 27% de fibres - - 51 - - - KCA#a76e331eeb5198e60596461e17131fb9 Céréales pour Petit Déjeuner - cereale pour petit dejeuner - - - 0 - - - CIQ#0eabaca02709b85f4579cc22b33387cc Céréales Complètes Soufflées - cereale complete soufflee - enrichies en vitamines et minéraux - - 0 - - - CIQ#b0c5f9183939788cb2c04392658f8446 Céréales pour Petit Déjeuner - cereale pour petit dejeuner - enrichies en vitamines et minéraux, aliment moyen - - 0 - - - CIQ#7bf835d78958b4e2c216e057e0532c3b Céréales pour Petit Déjeuner - cereale pour petit dejeuner - non enrichies en vitamines et minéraux, aliment moyen - - 0 - - - CIQ#cbc7472e1c420f706efdd72b61c1bf13 Céréales Fourrées au Chocolat - cereale fourree chocolat - - - 110 - - - KCA#db8414f820aef1ccdb561ef9c42cefd4 Céréales au Blé Complet en Galettes - cereale ble complet en galette - - - 55 - - - KCA#56752e47f5ba8508ab86bebaf8914501 Céréales pour Petit Déjeuner Fourrées - cereale pour petit dejeuner fourree - fourrage autre que chocolat, enrichies en vitamines et minéraux - - 0 - - - CIQ#bf26acb23196824490f16b07f0bd4efe Céréales pour Petit Déjeuner Chocolatées - cereale pour petit dejeuner chocolatee - non fourrées, enrichies en vitamines et minéraux - - 0 - - - CIQ#43c4c3c792cf07298f10a5914599ae77 Céréales Chocolatées pour Petit Déjeuner - cereale chocolatee pour petit dejeuner - non fourrées,non enrichies en vitamines et minéraux - - 0 - - - CIQ#8b2ea2c0378b4ec8dc7e57be2e881bcd Céréales pour Petit Déjeuner Riches en Fibres - cereale pour petit dejeuner riche en fibre - au chocolat, enrichies en vitamines et minéraux - - 0 - - - CIQ#6ba8107ceef229b9780846b7a182d7e6 Céréales pour Petit Déjeuner Riches en Fibres - cereale pour petit dejeuner riche en fibre - avec ou sans fruits, enrichies en vitamines et minéraux - - 0 - - - CIQ#ed4db438e133b4a39d4abce51c64c315 Céréales pour Petit Déjeuner "équilibre" Nature - cereale pour petit dejeuner equilibre nature - non enrichies en vitamines et minéraux - - 0 - - - CIQ#e901d30ae3d9eaaa4d34ca1b31d12c70 ---------------------------------------------------- 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 --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/68f7755217946/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Yaourt', 'normName': ' yaourt ', 'comment': 'lait fermenté ou spécialité laitière, nature', 'normComment': ' lait fermente ou specialite laitiere nature ', 'rank': 0, 'id': 'CIQ#0928a880983c5048d0a81b7d41a06e7b', 'quantity': 'un bol', 'quantityLem': '1 bol', 'pack': ['YA9.w125'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'breakfast', 'event': 'declaration', 'serving': 'YA9.w125-1bol', 'posiNormName': 0}, {'name': 'Graines de Chia', 'normName': ' graine de chia ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#8e669b52f41d454795d5619a46d8b828', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['BOB.w30', 'BOL.w50'], 'type': 'food', 'gtin': '0230289016144', 'gtinRef': '0230289016144', 'brand': 'Leclerc', 'time': 'breakfast', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Céréales', 'normName': ' cereale ', 'comment': '', 'normComment': '', 'rank': 4680, 'id': 'KCA#b23631b155d144eb78b449e17bc17c12', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['CSS.w30'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'breakfast', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 6.792063236236572} ---------------------------------------------------------------------------------- LLM CPU Time: 6.792063236236572