Input path: /home/debian/html/nutritwin/output_llm/6809305ca0f38/input.json Output path: /home/debian/html/nutritwin/output_llm/6809305ca0f38/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/6809305ca0f38/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": "fromage frais", "quantity": "un pot", "brand": "Auchan", "type": "food", "event": "declaration" }, { "name": "pomme", "quantity": "une tranche", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "fromage frais", "quantity": "un pot", "brand": "Auchan", "type": "food", "event": "declaration" }, { "name": "pomme", "quantity": "une tranche", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "fromage frais", "quantity": "un pot", "brand": "Auchan", "type": "food", "event": "declaration" }, { "name": "pomme", "quantity": "une tranche", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'fromage frais', 'quantity': 'un pot', 'brand': 'Auchan', 'type': 'food', 'event': 'declaration'}, {'name': 'pomme', 'quantity': 'une tranche', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'fromage frais', 'quantity': 'un pot', 'brand': 'Auchan', '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 frai %' AND V_NormTrademark LIKE '%auchan%' ------------- Found solution (max 20) -------------- Fromage Frais Faisselle - fromage frai faisselle - - Auchan - 0 - 3254560103887 - 3254560103887 - OFF#6ca8fa518245f5496912215fc0ea9144 Fromage Frais de Chèvre - fromage frai de chevre - - Auchan - 0 - 3596710348961 - 3596710348961 - OFF#0cffc5d195c1ac340e7adeb4f41c3c07 Fromage Frais Faisselle - fromage frai faisselle - - Auchan - 0 - 3254560103894 - 3254560103887 - OFF#0746fe1156beb09d6ceffcd62a742e99 Fromage Frais de Chèvre - fromage frai de chevre - - Auchan - 0 - 3596710658961 - 3596710348961 - OFF#d48299257182a66ef82e5408794066f1 Fromage Frais Nature 36% MG - fromage frai nature 36% mg - - Auchan - 0 - 3596710445103 - 3596710445103 - OFF#9a46eb8e38c2bd4317eb0c3718274ea5 Fromage Frais au Lait Demi Écrémé - fromage frai lait demi ecreme - - Auchan - 0 - 3596710188260 - 3596710188260 - OFF#591caf3792acbbb0e39e30d69d1967cf Fromage Frais aux Framboisesavec Morceaux de Fruits - fromage frai au framboisesavec morceau de fruit - - Auchan - 0 - 3596710340811 - 3596710340811 - OFF#5de13473125467591d80297d4f2e0698 Fromage Frais aux Mirabellesavec Morceaux de Fruits - fromage frai au mirabellesavec morceau de fruit - - Auchan - 0 - 3596710340828 - 3596710340828 - OFF#f93b57141a832aac44bffdb67c4df2d5 Fromage Frais Nature0% Matiere Grassedoux et Onctueux - fromage frai nature0% matiere grassedou onctueu - - Auchan - 0 - 3254560208186 - 3254560208186 - OFF#a7ed9e365f7da5d5059cc940effa0b6c Fromage Frais Nature Issu de l'Agriculture Biologique - fromage frai nature issu de agriculture biologique - - Auchan - 0 - 3596710355006 - 3596710355006 - OFF#a2307e523455811703d4dbef2aca78dc Auchan Fromage Frais Vanille 0% - auchan fromage frai vanille 0% - - Auchan - 0 - 3596710212422 - 3596710212422 - OFF#a28d1d6eb9bb126d2ce2296ae70cdc26 Concombre au Fromage Frais - concombre fromage frai - - Auchan - 0 - 3596710484232 - 3596710484232 - OFF#db01e09d89d0ce2daa30106b0a51868f Concombre au Fromage Frais - concombre fromage frai - - Auchan - 0 - 3596710484249 - 3596710484232 - OFF#bb253e233d1dca8daa383c0ff751a62b Jambon Chèvre Fromage Frais - jambon chevre fromage frai - - Auchan - 0 - 3596710378197 - 3596710378197 - OFF#7b1faf482e9b7002a80d0a50a78dce8f Velouté Legumes Fromage Frais - veloute legume fromage frai - - Auchan - 0 - 3596710494668 - 3596710494668 - OFF#d14421b6af9764cf05980855ed2ee25a Velouté Légumes Fromage Frais - veloute legume fromage frai - - Auchan - 0 - 3596710494675 - 3596710494668 - OFF#3ac87d6295195a62ee2ad2cd4de8c786 Velouté Potiron Fromage Frais - veloute potiron fromage frai - - Auchan - 0 - 35287759 - 35287759 - OFF#57c47c4b8830b01b377e30e37226985c Velouté Potiron et Fromage Frais - veloute potiron fromage frai - - Auchan - 0 - 3596710494729 - 35287759 - OFF#8065bf3072e6a6d0ac31af1744f1e2c1 Velouté de Potiron au Fromage Frais - veloute de potiron fromage frai - - Auchan - 0 - 3596710494736 - 3596710494736 - OFF#34c462d747aa09e10ec4641359ba6fab ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'pomme', 'quantity': 'une tranche', '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 '% pomme %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Pomme - pomme - - - 68414 - - - KCA#c9d2ddea97e4a615e9073d59a85ef6a8 Pomme Gala - pomme gala - pulpe, crue - - 0 - - - CIQ#e44cf217ae50f34471f78330ee1fd658 Pomme Golden - pomme golden - pulpe, crue - - 0 - - - CIQ#997cb9698418689b25b6a29c68717773 Pomme Golden - pomme golden - pulpe et peau, crue - - 0 - - - CIQ#d87c09a9ac2671aa7877b0168488a284 Pommes Paille - pomme paille - - - 24 - - - KCA#162eb3eba3a245cd58f39afab73c9aad Pommes au Four - pomme four - - - 730 - - - KCA#59860e4d5cf11e3aefa80625666866c5 Pommes de Pain - pomme de pain - - - 0 - - - KCA#0078e5ebc4a45eb9c2c612e634f443e5 Pomme de Terre - pomme de terre - égouttée - - 26541 - - - CIQ#bbc0fd1495ed69b7aadd91d1d9b9ae69 Pomme de Terre - pomme de terre - aliment moyen - - 0 - - - CIQ#15f690b8140afc79288abfb96a139095 Pomme de Terre - pomme de terre - sans peau, crue - - 0 - - - CIQ#9d1dc4d850cf0a126428e8235097b299 Pomme de Terre - pomme de terre - rôtie/cuite au four - - 0 - - - CIQ#73642ae51d1ceb413f96f404c2e8fcc5 Pomme de Terre - pomme de terre - purée, aliment moyen - - 0 - - - CIQ#20c56d85dc4d344fdfb3594d5e93f5ff Pomme de Terre - pomme de terre - bouillie/cuite à l'eau - - 0 - - - CIQ#6997e933cb8bbe4ad6fb62b2f04c05c2 Pomme de Terre - pomme de terre - sans peau, rôtie/cuite au four - - 0 - - - CIQ#7c973fe7644a5cc7a5e1ac7f7690f91c Pomme de Terre - pomme de terre - purée, avec lait et beurre, non salée - - 54 - - - CIQ#f6d85f887fb7a88d451e7d1390b123ee Pomme de Terre - pomme de terre - flocons déshydratés, au lait ou à la crème - - 0 - - - CIQ#1450a8209d87032018367a76931b19ad Pomme de Terre - pomme de terre - purée à base de flocons, reconstituée avec lait entier, matière grasse - - 0 - - - CIQ#e310092ee2308f72f5d4eb70daa82fbc Pomme de Terre - pomme de terre - purée à base de flocons, reconstituée avec lait demi-écrémé et eau, non salée - - 0 - - - CIQ#3b12d13dfd318911c754bcb37b7b05ab Pomme Pink Lady - pomme pink lady - pulpe, crue - - 0 - - - CIQ#58334c920409dfe99e388b98139213b4 Pommes Duchesses - pomme duchesse - - - 125 - - - KCA#3f16a3a0f9fcf3a223a3498825d0ccc7 ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/6809305ca0f38/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Fromage Frais Faisselle', 'normName': ' fromage frai faisselle ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#6ca8fa518245f5496912215fc0ea9144', 'quantity': 'un pot', 'quantityLem': '1 pot', 'pack': ['YA5.w200', 'AAD.w200'], 'type': 'food', 'gtin': '3254560103887', 'gtinRef': '3254560103887', 'brand': 'Auchan', 'time': '', 'event': 'declaration', 'serving': 'YA5-100', 'posiNormName': 0}, {'name': 'Pomme', 'normName': ' pomme ', 'comment': '', 'normComment': '', 'rank': 68414, 'id': 'KCA#c9d2ddea97e4a615e9073d59a85ef6a8', 'quantity': 'une tranche', 'quantityLem': '1 tranche', 'pack': ['POM.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 3.1252410411834717} ---------------------------------------------------------------------------------- LLM CPU Time: 3.1252410411834717