Input path: /home/debian/html/nutritwin/output_llm/67b32d4a324bb/input.json Output path: /home/debian/html/nutritwin/output_llm/67b32d4a324bb/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/67b32d4a324bb/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": "pâtes", "quantity": "une assiette", "type": "food", "event": "declaration" }, { "name": "fromage râpé", "quantity": "une portion", "type": "food", "event": "declaration" }, { "name": "lardons", "quantity": "une portion", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "pâtes", "quantity": "une assiette", "type": "food", "event": "declaration" }, { "name": "fromage râpé", "quantity": "une portion", "type": "food", "event": "declaration" }, { "name": "lardons", "quantity": "une portion", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "p\u00e2tes", "quantity": "une assiette", "type": "food", "event": "declaration" }, { "name": "fromage r\u00e2p\u00e9", "quantity": "une portion", "type": "food", "event": "declaration" }, { "name": "lardons", "quantity": "une portion", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'pâtes', 'quantity': 'une assiette', 'type': 'food', 'event': 'declaration'}, {'name': 'fromage râpé', 'quantity': 'une portion', 'type': 'food', 'event': 'declaration'}, {'name': 'lardons', 'quantity': 'une portion', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'pâtes', '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 '% pate %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Pâté - pate - - - 35 - - - CIQ#afa9f7f047da1f15de2883f037186a92 Pâtes - pate - sans gluten, à base de riz et maïs, à l'eau, non salées - - 0 - - - CIQ#fbb4c57fdca55e795247628ccb5aecdd Pâtes - pate - sans gluten, à base de lentilles corail, à l'eau, non salées - - 0 - - - CIQ#b616881505a8dc3bb22f36ba73c591e5 Pâté Breton - pate breton - - - 0 - - - CIQ#7bf7cf124b0a4bd2e2ef3a9a0a499589 Pâtes Cuites - pate cuite - - - 40303 - - - KCA#5f79f58611165eed8a9639bfa123a9ca Pâté de Foie - pate de foie - - - 754 - - - KCA#a5e2912dd9f9cde202e6768375fa2481 Pâté de Tête - pate de tete - - - 191 - - - KCA#f90aa2ff530cc5bc04459e1ca2ba4490 Pâtes Sèches - pate seche - aux oeufs, crues - - 0 - - - CIQ#52cf76f71ceae840a6e8cfb7bb87401e Pâtes Sèches - pate seche - sans gluten, crues - - 0 - - - CIQ#a6df809c43c5e8ea99c2290e16e50a23 Pâtes Sèches - pate seche - au blé complet, crues - - 0 - - - CIQ#2cd29b7b7d0a8beffb2a20bdcd5b67d9 Pâtes Sèches - pate seche - aux oeufs, non salées - - 0 - - - CIQ#475f5a3e0ebed8ce058915c8c0e2488a Pâtes Sèches - pate seche - sans gluten, non salées - - 0 - - - CIQ#a83a046d5cb792a1634de34a8b103f8c Pâtes Sèches - pate seche - au blé complet, non salées - - 0 - - - CIQ#086a2b5c3417a99bed48fb94c6f8e347 Pâte d'Amande - pate amande - - - 753 - - - CIQ#7c0811ad432704e3560ead7d11dcc54b Pâté de Lapin - pate de lapin - - - 228 - - - CIQ#cd9ac9416e8376ef0d33dc474b22d8d1 Pâte de Fruits - pate de fruit - - - 904 - - - CIQ#ddc417db85ad45f7b63c72987afd1efd Pâté en Croûte - pate en croute - - - 69 - - - CIQ#e2118c3e025007fd1644c613af45b0cf Pâté de Gibier - pate de gibier - - - 62 - - - CIQ#68811d74011dd1931c6725029c3ec0d8 Pâté Ardennais - pate ardennai - - - 33 - - - KCA#1c1510a6deb74a99fe2687d0ba87d678 Pâtes Fraîches - pate fraiche - aux oeufs, crues - - 0 - - - CIQ#9afbc65919a12bd31e467b9e01a43777 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'fromage râpé', 'quantity': 'une portion', '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 '% fromage rape %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) --> CPU time in DB: 0.1246 seconds Word: Fromage Râpé - dist: 0.27614840865135193 - row: 8532 Word: Fromage Râpé pour Pâtes - dist: 0.4004412591457367 - row: 48455 Word: Fromage de Chèvre Râpé - dist: 0.41253596544265747 - row: 44078 Word: Râpé de Fromages - dist: 0.4126369059085846 - row: 49781 Word: Fromage Râpé de Chèvre - dist: 0.4198131263256073 - row: 23277 Found embedding word: Fromage Râpé 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 = 'Fromage Râpé' ------------- Found solution (max 20) -------------- Fromage Râpé - fromage rape - - Président - 0 - 3228022954454 - 3228022954454 - OFF#b6399ba387da30399314db63ef1fbc48 Fromage Râpé - fromage rape - - Carrefour - 0 - 3560071006655 - 3560071006655 - OFF#deae5acc2ef7179e57332c0d6fdb44f0 Fromage Râpé - fromage rape - - Auchan - 0 - 3596710474561 - 3596710474561 - OFF#ffcdd5ff1978f62f581c6857b53c1523 Fromage Râpé - fromage rape - - Cora - 0 - 5400131542045 - 5400131542045 - OFF#011cd2468f5b9eebc861a2ec75005478 Fromage Râpé - fromage rape - - Carrefour - 0 - 5400101047594 - 3560071006655 - OFF#a705b0277dc9a5aa7fb66b0407d3ac73 Fromage Râpé - fromage rape - - Carrefour - 0 - 5400101047600 - 3560071006655 - OFF#a6ba4c5630dbf4f7eb89334579c6a4d5 Fromage Râpé - fromage rape - - Auchan - 0 - 3596710474592 - 3596710474561 - OFF#60c33613bea3aed964a129fd02fa61f2 Fromage Râpé - fromage rape - - Auchan - 0 - 3596710484454 - 3596710474561 - OFF#767dac00d7819163663ddd98d657c912 Fromage Râpé - fromage rape - - Auchan - 0 - 3596710484447 - 3596710474561 - OFF#e4f7d8097f7300792e1b3ff34371d3a9 Fromage Râpé - fromage rape - - Auchan - 0 - 3596710474585 - 3596710474561 - OFF#efd33a7870a61eb1c934e9264eb49a8f Fromage Râpé - fromage rape - - Auchan - 0 - 3596710476336 - 3596710474561 - OFF#2f069cdc1cc2939953398e6698f6e1cb ---------------------------------------------------- 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': 'lardons', 'quantity': 'une portion', '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 '% lardon %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Lardon Fumé - lardon fume - - - 27 - - - CIQ#488435eb56e2566d01ee32965be54aa0 Lardon Fumé - lardon fume - cru - - 90 - - - CIQ#5a50dd050185cfc51ff408607f13d692 Lardon Nature - lardon nature - - - 0 - - - CIQ#b5bd9ee84e702c3950f798216effa991 Lardon Nature - lardon nature - cru - - 146 - - - CIQ#259853d8e70300bc6b1eea02b216c975 Lardons 25% Sel - lardon 25% sel - - - 34 - - - KCA#15b35ee6f61a9cfa7244c172e14a62db Pizza aux Lardons - pizza au lardon - oignons et fromage - - 0 - - - CIQ#2ff2fb0af20f513208206f7883b4b537 Omelette aux Lardons - omelette au lardon - - - 607 - - - CIQ#91e89f2662faf022d17d0a50fd266c22 Haricots Verts Lardons - haricot vert lardon - - - 100 - - - KCA#6874f69a8ead359116ae7a390050180e Pizza au Chèvre et Lardons - pizza chevre lardon - - - 39 - - - CIQ#ddb5e916c47938a27d061776967f9b9d Salade Chaude au Chou Rouge et aux Lardons - salade chaude chou rouge au lardon - - - 29 - - - KCA#325dfeb5ff8f83b2e8217c45164b8046 Flammenkueche ou Tarte Flambée aux Lardons - flammenkueche ou tarte flambee au lardon - - - 0 - - - CIQ#18ad352c306f2ccb62d0fffd37f882ae ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/67b32d4a324bb/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Pâtes', 'normName': ' pate ', 'comment': "sans gluten, à base de riz et maïs, à l'eau, non salées", 'normComment': ' san gluten base de riz mai eau non salee ', 'rank': 0, 'id': 'CIQ#fbb4c57fdca55e795247628ccb5aecdd', 'quantity': 'une assiette', 'quantityLem': '1 assiette', 'pack': ['NOU.w210'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'NOU-100', 'posiNormName': 0}, {'name': 'Fromage Râpé', 'normName': ' fromage rape ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#b6399ba387da30399314db63ef1fbc48', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['CSL.w5'], 'type': 'food', 'gtin': '3228022954454', 'gtinRef': '3228022954454', 'brand': 'Président', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Lardon Fumé', 'normName': ' lardon fume ', 'comment': '', 'normComment': '', 'rank': 27, 'id': 'CIQ#488435eb56e2566d01ee32965be54aa0', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['PIG.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'PIG-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 5.753418922424316} ---------------------------------------------------------------------------------- LLM CPU Time: 5.753418922424316