Input path: /home/debian/html/nutritwin/output_llm/681baf3f3a84e/input.json Output path: /home/debian/html/nutritwin/output_llm/681baf3f3a84e/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/681baf3f3a84e/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": "salade", "quantity": "une assiette", "type": "food", "event": "declaration" }, { "name": "poulet pané", "quantity": "trois morceaux", "cookingMethod": "frit", "type": "food", "event": "declaration" }, { "name": "croutons", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "parmesan", "quantity": "quelques copeaux", "type": "food", "event": "declaration" }, { "name": "tomates séchées", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "guacamole", "quantity": "une cuillère", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "salade", "quantity": "une assiette", "type": "food", "event": "declaration" }, { "name": "poulet pané", "quantity": "trois morceaux", "cookingMethod": "frit", "type": "food", "event": "declaration" }, { "name": "croutons", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "parmesan", "quantity": "quelques copeaux", "type": "food", "event": "declaration" }, { "name": "tomates séchées", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "guacamole", "quantity": "une cuillère", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "salade", "quantity": "une assiette", "type": "food", "event": "declaration" }, { "name": "poulet pan\u00e9", "quantity": "trois morceaux", "cookingMethod": "frit", "type": "food", "event": "declaration" }, { "name": "croutons", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "parmesan", "quantity": "quelques copeaux", "type": "food", "event": "declaration" }, { "name": "tomates s\u00e9ch\u00e9es", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "guacamole", "quantity": "une cuill\u00e8re", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'salade', 'quantity': 'une assiette', 'type': 'food', 'event': 'declaration'}, {'name': 'poulet pané', 'quantity': 'trois morceaux', 'cookingMethod': 'frit', 'type': 'food', 'event': 'declaration'}, {'name': 'croutons', 'quantity': 'plusieurs', 'type': 'food', 'event': 'declaration'}, {'name': 'parmesan', 'quantity': 'quelques copeaux', 'type': 'food', 'event': 'declaration'}, {'name': 'tomates séchées', 'quantity': 'plusieurs', 'type': 'food', 'event': 'declaration'}, {'name': 'guacamole', 'quantity': 'une cuillère', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'salade', 'quantity': 'une assiette', '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': 'poulet pané', 'quantity': 'trois morceaux', 'cookingMethod': 'frit', '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 '% poulet pane %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) --> CPU time in DB: 0.1110 seconds Word: Pané au Poulet0 - dist: 0.4500665068626404 - row: 24532 Word: Poulet - dist: 0.47175419330596924 - row: 4068 Word: Poulet Pané Sauce Caesar - dist: 0.4910966753959656 - row: 24805 Word: Poulet Frit - dist: 0.4937519431114197 - row: 2544 Word: Parmentiers de Poulet Panés Croustillants - dist: 0.515052080154419 - row: 39177 Found embedding word: Pané au Poulet0 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 = 'Pané au Poulet0' ------------- Found solution (max 20) -------------- Pané au Poulet0 - pane poulet0 - - Maitre Coq - 0 - 3230890026379 - 3230890026379 - OFF#7b7f101207c85db2a0e750c78207283b ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'croutons', 'quantity': 'plusieurs', '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 '% crouton %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Croûtons Nature - crouton nature - - - 0 - - - CIQ#7ad5587da438d29bb127927225454069 Croûton à Tartiner - crouton tartiner - - - 0 - - - CIQ#9c978f1e7b7189d1e8d1dce57936a092 Croûton à l'Ail aux Fines Herbes ou aux Oignons - crouton ail au fine herbe ou au oignon - - - 0 - - - CIQ#2fdf1f7cb4336c5e26f56e258f5d8116 Cailles aux Croutons - caille au crouton - - - 2 - - - KCA#2154a6a646ed5e63187d8baf2a5aab9c Alouette Sur Croutons - alouette sur crouton - - - 1 - - - KCA#d44a83f1977df8b76d438e61a0afecf6 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'parmesan', 'quantity': 'quelques copeaux', '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 '% parmesan %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Parmesan - parmesan - - - 0 - - - KCA#fae0e5fbea5d01848c4a1a151cfeffc3 Soupe au Parmesan - soupe parmesan - au parmesan - - 0 - - - KCA#e1ecae3e9155e0db4a179db8f1e6e457 Asperges au Parmesan - asperge parmesan - - - 67 - - - KCA#a127db60c903b37982601b9e36b76706 Torsades au Parmesan - torsade parmesan - et aux graines de Pavot - - 15 - - - KCA#3e830ae45227519c360729235abd088a Croquettes de Pomme de Terre au Parmesan - croquette de pomme de terre parmesan - - - 16 - - - KCA#1a8ca7a877d4a38b488d84f4422b572d ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'tomates séchées', 'quantity': 'plusieurs', '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 '% tomate sechee %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Tomate Séchée - tomate sechee - tomate séchée - - 0 - - - KCA#1dfa8e1ad113a5175e6a3ba4bee46416 Pâtes aux Tomates Séchées - pate au tomate sechee - et à la Tapenade - - 154 - - - KCA#e0d7e39736ecc59bdfaa6a200e0b052e Riz Complet aux Tomates Séchées - riz complet au tomate sechee - Amandes et Olives - - 19 - - - KCA#f920f3628846fd2f6ab25d290f75ada9 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'guacamole', 'quantity': 'une cuillère', '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 '% guacamole %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) --> CPU time in DB: 0.1105 seconds Word: Guacamole - dist: 0.39724159240722656 - row: 3772 Word: Sauce Guacamole - dist: 0.4951190948486328 - row: 31473 Word: Guacamole à la Mexicaine - dist: 0.5030080080032349 - row: 46593 Word: Guacamole BIO - dist: 0.510260820388794 - row: 41608 Word: Salsa Guacamole - dist: 0.5159580111503601 - row: 8484 Found embedding word: Guacamole 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 = 'Guacamole' ------------- Found solution (max 20) -------------- Guacamole - guacamole - - General Mills - 0 - 0046000815213 - 0046000815213 - OFF#7f36a7e26990c9e3579b42ed2f150b56 Guacamole - guacamole - - Metro Chef - 0 - 13504656 - 13504656 - OFF#33365e1f78d79ddc4a427e56f995fc28 Guacamole - guacamole - - Lidl - 0 - 20929404 - 20929404 - OFF#fae7f31d55e73a554a033f5e3ac0747a Guacamole - guacamole - - Labeyrie - 0 - 3033610090410 - 3033610090410 - OFF#98227a82d330723a4f793e21dcd973bc Guacamole - guacamole - - Les Mousquetaires - 0 - 3250391821754 - 3250391821754 - OFF#131b3d3866aa49436b1b895639696c4c Guacamole - guacamole - - U - 0 - 3256220252294 - 3256220252294 - OFF#aab13593c9b820ee38411a32a9edc9f8 Guacamole - guacamole - - Cora - 0 - 3257982267502 - 3257982267502 - OFF#67296543e1560ce6c7149ab8bcbcecec Guacamole - guacamole - - Franprix - 0 - 3263858771318 - 3263858771318 - OFF#a48e76be97571cdcaf80072d4e6b0c80 Guacamole - guacamole - - Leader Price - 0 - 3263858772414 - 3263858772414 - OFF#d401097a047da0986f24e9920b565133 Guacamole - guacamole - - Picard - 0 - 3270160407972 - 3270160407972 - OFF#e720a6eab7e58dfe895b7b4fd4df9311 Guacamole - guacamole - - Agrial - 0 - 3280220109142 - 3280220109142 - OFF#cc096b0eeb82fd49dd91e0a907af08aa Guacamole - guacamole - - Monoprix - 0 - 3350030167509 - 3350030167509 - OFF#4af5cf46f469fa64179104b88ed3e869 Guacamole - guacamole - - Auchan - 0 - 3596710401031 - 3596710401031 - OFF#15614f1853a2cf4dbebdbf92e4fe9dfb Guacamole - guacamole - - Carrefour - 0 - 5400101047761 - 5400101047761 - OFF#6028e704289fc364fc1d94468ad8a1a6 Guacamole - guacamole - - Delhaize - 0 - 5400112734469 - 5400112734469 - OFF#9c3fb639e30b54dd6cb693daee145761 Guacamole - guacamole - - General Mills - 0 - 85282896 - 0046000815213 - OFF#13c0b23ca6dc5c5e834669b366edbb69 Guacamole - guacamole - - General Mills - 0 - 8410076423009 - 0046000815213 - OFF#079ea571813088716fe598c3b1fefab3 Guacamole - guacamole - - General Mills - 0 - 8410076421555 - 0046000815213 - OFF#4fb9ac0d6f92687c028d15d302c0b3ea Guacamole - guacamole - - General Mills - 0 - 8410076420794 - 0046000815213 - OFF#43adc9ae9c71d2132eb1c95f5709b54e Guacamole - guacamole - - General Mills - 0 - 8410076421456 - 0046000815213 - OFF#e8eac43c2f75ba8f0b81f07762d7beff ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/681baf3f3a84e/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Salade Verte', 'normName': ' salade verte ', 'comment': 'avec vinaigrette', 'normComment': ' avec vinaigrette ', 'rank': 61586, 'id': 'KCA#4ab5b82c387924b3ce222cda9fdf1f3e', 'quantity': 'une assiette', 'quantityLem': '1 assiette', 'pack': ['SAL.w170'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'SAL-100', 'posiNormName': 0}, {'name': 'Pané au Poulet0', 'normName': ' pane poulet0 ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#7b7f101207c85db2a0e750c78207283b', 'quantity': 'trois morceaux', 'quantityLem': '3 morceau', 'pack': ['APL.w250'], 'type': 'food', 'gtin': '3230890026379', 'gtinRef': '3230890026379', 'brand': 'Maitre Coq', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': -1}, {'name': 'Croûtons Nature', 'normName': ' crouton nature ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'CIQ#7ad5587da438d29bb127927225454069', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['UN2.w6'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Parmesan', 'normName': ' parmesan ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'KCA#fae0e5fbea5d01848c4a1a151cfeffc3', 'quantity': 'quelques copeaux', 'quantityLem': 'quelque copeau', 'pack': ['CSS.w20', 'GRU.w20'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Tomate Séchée', 'normName': ' tomate sechee ', 'comment': 'tomate séchée', 'normComment': ' tomate sechee ', 'rank': 0, 'id': 'KCA#1dfa8e1ad113a5175e6a3ba4bee46416', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['CSS.w20'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Guacamole', 'normName': ' guacamole ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#7f36a7e26990c9e3579b42ed2f150b56', 'quantity': 'une cuillère', 'quantityLem': '1 cuillere', 'pack': ['CSL.w18', 'CCL.w5'], 'type': 'food', 'gtin': '0046000815213', 'gtinRef': '0046000815213', 'brand': 'General Mills', 'time': '', 'event': 'declaration', 'serving': 'CCL-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 14.08381175994873} ---------------------------------------------------------------------------------- LLM CPU Time: 14.08381175994873