Input path: /home/debian/html/nutritwin/output_llm/68f2299589ad8/input.json Output path: /home/debian/html/nutritwin/output_llm/68f2299589ad8/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/68f2299589ad8/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": "couscous", "quantity": "une assiette", "cookingMethod": "cuit", "type": "food", "timeOfTheDay": "lunch", "event": "declaration" }, { "name": "jambon", "quantity": "une tranche", "type": "food", "timeOfTheDay": "lunch", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "couscous", "quantity": "une assiette", "cookingMethod": "cuit", "type": "food", "timeOfTheDay": "lunch", "event": "declaration" }, { "name": "jambon", "quantity": "une tranche", "type": "food", "timeOfTheDay": "lunch", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "couscous", "quantity": "une assiette", "cookingMethod": "cuit", "type": "food", "timeOfTheDay": "lunch", "event": "declaration" }, { "name": "jambon", "quantity": "une tranche", "type": "food", "timeOfTheDay": "lunch", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'couscous', 'quantity': 'une assiette', 'cookingMethod': 'cuit', 'type': 'food', 'timeOfTheDay': 'lunch', 'event': 'declaration'}, {'name': 'jambon', 'quantity': 'une tranche', 'type': 'food', 'timeOfTheDay': 'lunch', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'couscous', 'quantity': 'une assiette', 'cookingMethod': 'cuit', 'type': 'food', 'timeOfTheDay': 'lunch', '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 '% couscou %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Couscous Royal - couscou royal - avec plusieurs viandes - - 0 - - - CIQ#a889d08ce7712b139cce8dac78c817e0 Couscous Mouton - couscou mouton - - - 913 - - - KCA#0872de3821f3933555421a62a99f049e Couscous au Curry - couscou curry - et aux pois chiches - - 11 - - - KCA#6df933f29d22d0ed81053df00970176f Couscous au Poulet - couscou poulet - - - 617 - - - KCA#9416a1b92393e3ce34ff27887c4fcb44 Couscous au Mouton - couscou mouton - - - 0 - - - CIQ#0872de3821f3933555421a62a99f049e Couscous au Poulet - couscou poulet - - - 0 - - - CIQ#9416a1b92393e3ce34ff27887c4fcb44 Couscous de Légumes - couscou de legume - - - 0 - - - CIQ#8c0bd854901531eec546b78fc6870378 Couscous au Poisson - couscou poisson - - - 0 - - - CIQ#c32adc74892c11f82e7d9060e00a9dd1 Couscous à la Viande - couscou viande - - - 0 - - - CIQ#ef43bf0d297850255b85545a22223172 Couscous, Graine Cuite - couscou graine cuite - - - 320 - - - KCA#e1908e7578238ae126fe4077279b6478 Couscous, Graine Sèche - couscou graine seche - - - 25 - - - KCA#81531913a41c181745a9e2e507c1989b Couscous au Citron Confit - couscou citron confit - à la Menthe et aux Raisins - - 3 - - - KCA#d3a4e32a96799eba0f966b8d602df5e4 Couscous à la Viande ou au Poulet - couscou viande ou poulet - allégé - - 0 - - - CIQ#b226bbddff9f94d1731c2f8956754a75 Couscous aux Oranges et aux Dattes - couscou au orange au datte - - - 8 - - - KCA#706a895fc4a8372e97353011a99ea236 Couscous au Fenouil et aux Tomates - couscou fenouil au tomate - - - 8 - - - KCA#ffcf557e97c2b75b480d3629d9dfb63f Couscous de Légumes et Semoule à la Menthe - couscou de legume semoule menthe - - - 282 - - - KCA#6655a87be0a76e99357881c2b94b7999 Graine de Couscous - graine de couscou - semoule de blé dur précuite, crue - - 0 - - - CIQ#c7f0731572ea28d4d32b505c7a8b9103 Graine de Couscous - graine de couscou - semoule de blé dur précuite, non salée - - 0 - - - CIQ#bc5bf7ffe419fb2be281d41a600654da Légumes pour Couscous - legume pour couscou - surgelés, crus - - 0 - - - CIQ#75869428923d4c90f5d609bad2192b4f Taboulé ou Salade de Couscous - taboule ou salade de couscou - - - 0 - - - CIQ#ea3c13fac6ee6261a80d8b1f9adb31d8 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'jambon', 'quantity': 'une tranche', 'type': 'food', 'timeOfTheDay': 'lunch', '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 '% jambon %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Jambon Cru - jambon cru - - - 9885 - - - CIQ#64b8482a5f9494f91650a6dfbb0cd41e Jambon Sec - jambon sec - - - 0 - - - CIQ#96c8fe38103fc721a15cfe55d6e25c6f Jambon Cru - jambon cru - fumé - - 268 - - - CIQ#5f3f73264b7c8e8500821bffaac09aee Jambon Sec - jambon sec - découenné, dégraissé - - 293 - - - CIQ#25959c69f01c1f2120ccc677017fa727 Jambon Cru - jambon cru - fumé, allégé en matière grasse - - 0 - - - CIQ#f647a53f900ffb0f8b6bcc1b9daac3fd Jambon Fumé - jambon fume - - - 1235 - - - KCA#b89a3b14af6277985c3d77e8a43fd3a7 Jambon Cuit - jambon cuit - fumé - - 130 - - - CIQ#17ca7e15b0319f1e287cbd0bcf02e149 Jambon Cuit - jambon cuit - choix - - 0 - - - CIQ#31a3ba17bd765304c35083900245a906 Jambon Cuit - jambon cuit - supérieur - - 879 - - - CIQ#62b09fb38df99e94d05d097272b0f943 Jambon Cuit - jambon cuit - choix, avec couenne - - 0 - - - CIQ#c197beb44fda0f03581cdd01ee751078 Jambon Cuit - jambon cuit - supérieur, découenné - - 0 - - - CIQ#a4feb0298e2ed9bf7086021f843d5542 Jambon Cuit - jambon cuit - supérieur, avec couenne - - 0 - - - CIQ#44f954aa2607fc98de99e42c7a2f34f0 Jambon Cuit - jambon cuit - choix, découenné dégraissé - - 0 - - - CIQ#1bdbfa77737e32f3afd8b85235c13da8 Jambon Cuit - jambon cuit - de Paris, découenné dégraissé - - 0 - - - CIQ#2204461860d60e77475581012d525590 Jambon Cuit - jambon cuit - supérieur, découenné dégraissé - - 0 - - - CIQ#7fe80de772280767444b552c0124ab0f Jambon Cuit - jambon cuit - supérieur, à teneur réduite en sel - - 0 - - - CIQ#f6e3b7457066170ebc96fe96171fba23 Jambon Blanc - jambon blanc - - - 41088 - - - KCA#a2c3580fad4917288fe40406fb88cadb Jambon Bayonne - jambon bayonne - - - 2108 - - - KCA#a7501ed926d61fc6282a9dc417593554 Jambon Persillé - jambon persille - - - 315 - - - KCA#a68e12a46f2795c6c267b411dd8111f4 Jambon de Poulet - jambon de poulet - - - 5421 - - - KCA#8a8c7fe60575ff37bd0a2f58c58a75a0 ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/68f2299589ad8/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Couscous Royal', 'normName': ' couscou royal ', 'comment': 'avec plusieurs viandes', 'normComment': ' avec plusieur viande ', 'rank': 0, 'id': 'CIQ#a889d08ce7712b139cce8dac78c817e0', 'quantity': 'une assiette', 'quantityLem': '1 assiette', 'pack': ['AGN.w250'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'lunch', 'event': 'declaration', 'serving': 'AGN-100', 'posiNormName': 0}, {'name': 'Jambon Cru', 'normName': ' jambon cru ', 'comment': '', 'normComment': '', 'rank': 9885, 'id': 'CIQ#64b8482a5f9494f91650a6dfbb0cd41e', 'quantity': 'une tranche', 'quantityLem': '1 tranche', 'pack': ['TR3.w25'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'lunch', 'event': 'declaration', 'serving': 'TR3-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 2.7184464931488037} ---------------------------------------------------------------------------------- LLM CPU Time: 2.7184464931488037