Input path: /home/debian/html/nutritwin/output_llm/678fdfec93194/input.json Output path: /home/debian/html/nutritwin/output_llm/678fdfec93194/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/678fdfec93194/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": "pizza", "quantity": "une part", "cookingMethod": "cuite", "type": "food", "event": "declaration" }, { "name": "salade", "quantity": "un bol", "type": "food", "event": "declaration" }, { "name": "vin", "quantity": "un verre", "type": "beverage", "event": "declaration" }, { "name": "café", "quantity": "une tasse", "type": "beverage", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "pizza", "quantity": "une part", "cookingMethod": "cuite", "type": "food", "event": "declaration" }, { "name": "salade", "quantity": "un bol", "type": "food", "event": "declaration" }, { "name": "vin", "quantity": "un verre", "type": "beverage", "event": "declaration" }, { "name": "café", "quantity": "une tasse", "type": "beverage", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "pizza", "quantity": "une part", "cookingMethod": "cuite", "type": "food", "event": "declaration" }, { "name": "salade", "quantity": "un bol", "type": "food", "event": "declaration" }, { "name": "vin", "quantity": "un verre", "type": "beverage", "event": "declaration" }, { "name": "caf\u00e9", "quantity": "une tasse", "type": "beverage", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'pizza', 'quantity': 'une part', 'cookingMethod': 'cuite', 'type': 'food', 'event': 'declaration'}, {'name': 'salade', 'quantity': 'un bol', 'type': 'food', 'event': 'declaration'}, {'name': 'vin', 'quantity': 'un verre', 'type': 'beverage', 'event': 'declaration'}, {'name': 'café', 'quantity': 'une tasse', 'type': 'beverage', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'pizza', 'quantity': 'une part', 'cookingMethod': 'cuite', '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 '% pizza %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Pizza - pizza - - - 10599 - - - CIQ#733e507c20c6036da06902e2929056db Pizza - pizza - - - 0 - - - KCA#733e507c20c6036da06902e2929056db Pizza - pizza - sauce garniture pour - - 0 - - - CIQ#a275181c086396e0bec873fcc94008cb Pizza Kebab - pizza kebab - - - 6 - - - CIQ#6bbe41be8630f033bfe294b94bbf8d0c Pizza Moyenne - pizza moyenne - - - 38 - - - KCA#9bdfcad1de65c2ebcc7384d0aa3fa55f Pizza au Thon - pizza thon - - - 16 - - - CIQ#5f444b59309014aeab27095b6eb2d95b Pizza Fromage - pizza fromage - - - 0 - - - KCA#5175d910a3bb5ffe553ada3ee1d50309 Pizza au Poulet - pizza poulet - - - 0 - - - CIQ#33e0a5ea4366eeb0aad919629cf8f008 Pizza au Saumon - pizza saumon - - - 0 - - - CIQ#531c0deee226a1ed25c6ad7e9344ecef Pizza 4 Fromages - pizza fromage - - - 2361 - - - CIQ#5175d910a3bb5ffe553ada3ee1d50309 Pizza 'Spéciale' - pizza speciale - - - 146 - - - KCA#a6f6dd5434366be39fec21c560e1457e Pizza à la Poêle - pizza poele - - - 64 - - - KCA#2cd730363965f0d5363b216aaaa75f26 Pizza Boulangerie - pizza boulangerie - - - 318 - - - KCA#291611656924ce924ca7d5200705c55e Pizza à la Viande - pizza viande - type bolognaise - - 0 - - - CIQ#b17f77e6924678e84c353cde4ec8bdc4 Pizza aux Lardons - pizza au lardon - oignons et fromage - - 0 - - - CIQ#2ff2fb0af20f513208206f7883b4b537 Pizzas Végétariennes - pizza vegetarienne - - - 566 - - - KCA#9f884aabd1a0211b685859e3d93bb8c8 Pizza Jambon Fromage - pizza jambon fromage - - - 405 - - - CIQ#a5c5fe6f659b72fa37b3770428f770e9 Pizza Jambon Fromage - pizza jambon fromage - - - 0 - - - KCA#a5c5fe6f659b72fa37b3770428f770e9 Pizza Tomate et Fromage - pizza tomate fromage - - - 111 - - - KCA#0962f5517452bf8b32ecb09f5f3166da Pizza aux Fruits de Mer - pizza au fruit de mer - - - 0 - - - CIQ#d9baa96a97f96e931fba42a44879122e ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'salade', 'quantity': 'un bol', '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 '% salade %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Salade Verte - salade verte - avec vinaigrette - - 61586 - - - KCA#4ab5b82c387924b3ce222cda9fdf1f3e Salade Verte - salade verte - sans vinaigrette - - 15302 - - - KCA#ffaecdf2b67b1ae9d2055afa2173c027 Salade Niçoise - salade nicoise - - - 1348 - - - KCA#efe4104c925882c65bd6f6b73fa7d83d Salade de Thon - salade de thon - - - 497 - - - KCA#045576a4e0c108e96a1b52eeba4beadd Salade d'Hiver - salade hiver - - - 78 - - - KCA#5a960774d04f50fe578e463e0f9e2162 Salade Annette - salade annette - - - 41 - - - KCA#79c3168ea2ae726f8a9413652e1e494d Salade Sucrine - salade sucrine - crue - - 0 - - - CIQ#585cc2b31af0e7eb529fdf895528fe05 Salade Toscane - salade toscane - aux Haricots blancs - - 18 - - - KCA#be8ed7a89aed17fdfb40b9281b842da6 Salade au Crabe - salade crabe - - - 146 - - - KCA#49933e7bbe5c7951d1dc36a9f359bb9e Salade aux Noix - salade au noix - - - 95 - - - KCA#ec74cd73a5ad2e8c35d392cd1be18ad1 Salade de Crabe - salade de crabe - - - 41 - - - KCA#5f326d471456f93c0648be1cdc2d972b Salade Bretonne - salade bretonne - - - 24 - - - KCA#f0ec29196404ebd264368d7a3d6ec613 Salade d'Endives - salade endive - - - 3059 - - - KCA#22f49bd5d9db2619011406f0bcce4e4b Salade Mexicaine - salade mexicaine - - - 71 - - - KCA#baefde744d8bd6461d54f675f6d9df8f Salade d'Oranges - salade orange - - - 71 - - - KCA#a7fe61d6cb0d6c12eba4ca95e0f74781 Salade Parmesane - salade parmesane - - - 37 - - - KCA#00d21cf2bcf54f149c3be1e85cc57c86 Salade de Boeufs - salade de boeuf - - - 31 - - - KCA#6e7fef1920807286c41436f9dd80d7cd Salade Savoyarde - salade savoyarde - - - 22 - - - KCA#3f0772f9b75d2e84abb90af05577fa4f Salade Orientale - salade orientale - - - 19 - - - KCA#1357f3188295c40790017dd101179e20 Salade Antiboise - salade antiboise - - - 14 - - - KCA#31b0831c98bae8b9e92f1a2c4b233310 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'vin', 'quantity': 'un verre', 'type': 'beverage', '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 '% vin %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Vin Cuit - vin cuit - - - 476 - - - KCA#413dce4eebdf3fdf2076ef50ae74590b Vin Blanc - vin blanc - - - 22924 - - - KCA#0a40d7fc7234085d12af2089c75f862b Vin Rouge - vin rouge - - - 0 - - - CIQ#0247898eabeefe3884ee430550359cfb Vin Rouge 9° - vin rouge 9° - - - 235 - - - KCA#9db74ea9610e574a4b5fd169739808d7 Vin Rouge 13° - vin rouge 13° - - - 27665 - - - KCA#f965995ec93171a22515f7141f3fcaec Vin Rouge 12° - vin rouge 12° - - - 13758 - - - KCA#6576b07568c57c226d3a8a15baa81be6 Vin Rouge 10° - vin rouge 10° - - - 1065 - - - KCA#8c95a77df14a31cf02c05e7b2258cdf9 Vin Rouge 11° - vin rouge 11° - - - 996 - - - KCA#4defe56e99d409c448e479743de50aad Vin Rouge 14° - vin rouge 14° - - - 891 - - - KCA#7b7cb654b939b936970e863f0cf9a707 Vin Rouge 15° - vin rouge 15° - - - 285 - - - KCA#522430b440ab36f2b30e37915271d575 Coq au Vin - coq vin - - - 97 - - - CIQ#588d397f09445cf782a6fd7abf34dd22 Bar au Vin Blanc - bar vin blanc - - - 30 - - - KCA#1ad8f1259ed6c3bf39ce51b22b7f6ec5 Pêches au Vin - peche vin - - - 39 - - - KCA#a59eaab7bfcb9b09ada234a6e2c1a7d3 Poule au Vin Rouge - poule vin rouge - - - 0 - - - KCA#16152425348f25d2abe48e2d55c22eca Dorade au Vin Blanc - dorade vin blanc - - - 140 - - - KCA#31a50d86b8de5651b38155aedb86fc12 Pruneaux au Vin - pruneau vin - - - 48 - - - KCA#0d4b4d95ca0c7588288992b65d0c876a Chipolatas au Vin Blanc - chipolata vin blanc - - - 8 - - - KCA#5fba9f7a50300f3dec74a85c0b8a3ab7 Steaks Sautés au Vin - steak saute vin - au vin - - 0 - - - KCA#3830e269f3a7cb20f83532fcaf5e9610 Vinaigre de Vin Rouge - vinaigre de vin rouge - - - 0 - - - CIQ#0e65f9a58f80513c4123cfe859bb81f5 Eau de Vie de Vin - eau de vie de vin - type armagnac, cognac - - 0 - - - CIQ#c0440021ea15aa2abf11853bbd2191a4 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'café', 'quantity': 'une tasse', 'type': 'beverage', '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 '% cafe %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Café - cafe - instantané, non sucré, prêt à boire - - 0 - - - CIQ#264e95338204dca4258b74b77eb82c9d Café - cafe - non instantané, non sucré, prêt à boire - - 0 - - - CIQ#3c8ab223f148936c6d387b43adfd13fd Café Noir - cafe noir - sucré - - 41467 - - - KCA#4340bea443e4a31592a29591931d64f4 Café Noir - cafe noir - non sucré - - 48621 - - - KCA#7783b77c6af961856829a78ae941e4f5 Café Crème - cafe creme - - - 795 - - - KCA#0fb4970e6ac2d812b39e89ee8fd4d737 Café Liégois - cafe liegoi - - - 213 - - - KCA#c4757bb9d7b5ef114a1b9111b15b705d Café au Lait - cafe lait - entier sucré - - 686 - - - KCA#79a7269ac953a86d5d8964ee0f4152db Café au Lait - cafe lait - écrémé sucré - - 653 - - - KCA#cea770a189e838bbc39e36cf537abb5a Café au Lait - cafe lait - 1/2 écrémé sucré - - 15199 - - - KCA#138ec7dba7fa585306b852c3f7e0a463 Café au Lait - cafe lait - écrémé non sucré - - 6369 - - - KCA#eefa4e0f868d9c342316060e62f23159 Café au Lait - cafe lait - entier non sucré - - 1063 - - - KCA#766d75aba9738d735cfb5303e24e0712 Café au Lait - cafe lait - 1/2 écrémé non sucré - - 21616 - - - KCA#e8f1a390014f879ed671041ebfeb6366 Café Soluble - cafe soluble - reconstitué non sucré - - 90 - - - KCA#0c31272ac325fe94fd9d5005ecb8ac13 Café au Lait - cafe lait - café crème ou cappuccino, instantané ou non, non sucré, prêt à boire - - 0 - - - CIQ#61667259d09a30eac4d1919dafb0f043 Café Noisette - cafe noisette - - - 971 - - - KCA#0fc9cdc7bb8a494e3e53719b2bee98c8 Café Expresso - cafe expresso - non instantané, non sucré, prêt à boire - - 5358 - - - CIQ#71484d6749acf1476e8d6abb42471db7 Café Décaféiné - cafe decafeine - sucré - - 984 - - - KCA#8a390d02b1d614cdea70649e29d1eb33 Café Décaféiné - cafe decafeine - instantané, non sucré, prêt à boire - - 0 - - - CIQ#74256f0fb8c48036bc45f36ec358fe89 Café Décaféiné - cafe decafeine - non instantané, non sucré, prêt à boire - - 0 - - - CIQ#ee0c2c2c94c61b5486ce3cdc38d75906 Café Poudre Soluble - cafe poudre soluble - - - 735 - - - KCA#4e1ee649d6587af50fb6c6c59ba70334 ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/678fdfec93194/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Pizza', 'normName': ' pizza ', 'comment': '', 'normComment': '', 'rank': 10599, 'id': 'CIQ#733e507c20c6036da06902e2929056db', 'quantity': 'une part', 'quantityLem': '1 part', 'pack': ['PIZ.w200.p2'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'PIZ-13', 'posiNormName': 0}, {'name': 'Salade Verte', 'normName': ' salade verte ', 'comment': 'avec vinaigrette', 'normComment': ' avec vinaigrette ', 'rank': 61586, 'id': 'KCA#4ab5b82c387924b3ce222cda9fdf1f3e', 'quantity': 'un bol', 'quantityLem': '1 bol', 'pack': ['SAL.w170'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'SAL.w170-1bol', 'posiNormName': 0}, {'name': 'Vin Cuit', 'normName': ' vin cuit ', 'comment': '', 'normComment': '', 'rank': 476, 'id': 'KCA#413dce4eebdf3fdf2076ef50ae74590b', 'quantity': 'un verre', 'quantityLem': '1 verre', 'pack': ['VAA'], 'type': 'beverage', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'VAA-100', 'posiNormName': 0}, {'name': 'Café', 'normName': ' cafe ', 'comment': 'instantané, non sucré, prêt à boire', 'normComment': ' instantane non sucre pret boire ', 'rank': 0, 'id': 'CIQ#264e95338204dca4258b74b77eb82c9d', 'quantity': 'une tasse', 'quantityLem': '1 tasse', 'pack': ['TA2', 'TA3'], 'type': 'beverage', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'TA2-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 6.84532618522644} ---------------------------------------------------------------------------------- LLM CPU Time: 6.84532618522644