Input path: /home/debian/html/nutritwin/output_llm/67bc49ec6dba3/input.json Output path: /home/debian/html/nutritwin/output_llm/67bc49ec6dba3/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/67bc49ec6dba3/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": "chocolat noir", "quantity": "un paquet", "brand": "Poulain", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "chocolat noir", "quantity": "un paquet", "brand": "Poulain", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "chocolat noir", "quantity": "un paquet", "brand": "Poulain", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'chocolat noir', 'quantity': 'un paquet', 'brand': 'Poulain', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'chocolat noir', 'quantity': 'un paquet', 'brand': 'Poulain', '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 '% chocolat noir %' AND V_NormTrademark LIKE '%poulain%' ------------- Found solution (max 20) -------------- Chocolat Noir - chocolat noir - - Poulain - 0 - 3664346308632 - 3664346308632 - OFF#318c1a96eb4ec74d19f871071fad3768 Chocolat Noir - chocolat noir - - Poulain - 0 - 3664346317139 - 3664346308632 - OFF#7fb8c0d9b061859213f7d82f0744aefe Chocolat Noir Doux - chocolat noir dou - - Poulain - 0 - 3664346339698 - 3664346339698 - OFF#1b0020a017b28d113aec2b3bb089baee Chocolat Noir Extra - chocolat noir extra - - Poulain - 0 - 7622210433794 - 7622210433794 - OFF#cd507d84eb996af54aa45727dcf8d8fc Chocolat Noir Extra Fin - chocolat noir extra fin - - Poulain - 0 - 7622210362674 - 7622210362674 - OFF#ab6ba720616e42cdcf076e8ea7875d2d Chocolat Noir 64% de Cacao - chocolat noir 64% de cacao - - Poulain - 0 - 3538280830088 - 3538280830088 - OFF#285de221f9c3a204be16533d89d86474 Chocolat Noir Doux Pop Corn - chocolat noir dou pop corn - - Poulain - 0 - 3664346340120 - 3664346340120 - OFF#178eb1d1a79fdb6c12c2b6626d3bb064 Chocolat Noir Éclats de Cacao - chocolat noir eclat de cacao - - Poulain - 0 - 3538280830095 - 3538280830095 - OFF#7e2d1f61bf94296d56525fde9c7681e5 Chocolat Noir Fondant Poulain - chocolat noir fondant poulain - - Poulain - 0 - 3664346317122 - 3664346317122 - OFF#95a074caacc07340e1a6feac5c3fa003 Chocolat Noir Extra Noisettes - chocolat noir extra noisette - - Poulain - 0 - 7622210239693 - 7622210239693 - OFF#e53346227f1da95239c67150b7f1fc6a Chocolat Noir 70% Fine et Gourmande - chocolat noir 70% fine gourmande - - Poulain - 0 - 3664353306621 - 3664353306621 - OFF#db1c152c444acf0e2dfbc25f2084130b Chocolat Noir Granola et Éclats de Noisettes - chocolat noir granola eclat de noisette - - Poulain - 0 - 3664346337601 - 3664346337601 - OFF#6e7a3d639e453cecc2d56352b502c20b Chocolat Noir Extra Fin aux Eclats de Sables St Michel - chocolat noir extra fin au eclat de sable st michel - - Poulain - 0 - 3664346330480 - 3664346330480 - OFF#a65d52844144bd51186714098be4498c Chocolat Noir Maxi Noir Feuilleté et Noisettes Entières - chocolat noir maxi noir feuillete noisette entiere - - Poulain - 0 - 3664346337595 - 3664346337595 - OFF#c735c25fed84734b91c78b0eb5cdf172 Mirabelle et Noisettes Chocolat Noir - mirabelle noisette chocolat noir - - Poulain - 0 - 3664346312509 - 3664346312509 - OFF#c56e6a357e41436512f3942be1e43f78 ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/67bc49ec6dba3/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Chocolat Noir', 'normName': ' chocolat noir ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#318c1a96eb4ec74d19f871071fad3768', 'quantity': 'un paquet', 'quantityLem': '1 paquet', 'pack': ['CHO.w7'], 'type': 'food', 'gtin': '3664346308632', 'gtinRef': '3664346308632', 'brand': 'Poulain', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 2.7203080654144287} ---------------------------------------------------------------------------------- LLM CPU Time: 2.7203080654144287