Input path: /home/debian/html/nutritwin/output_llm/68f924d8cf861/input.json Output path: /home/debian/html/nutritwin/output_llm/68f924d8cf861/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/68f924d8cf861/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": "yaourt", "quantity": "un", "type": "food", "brand": "Carrefour", "event": "declaration", "timeOfTheDay": "snacking" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "yaourt", "quantity": "un", "type": "food", "brand": "Carrefour", "event": "declaration", "timeOfTheDay": "snacking" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "yaourt", "quantity": "un", "type": "food", "brand": "Carrefour", "event": "declaration", "timeOfTheDay": "snacking" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'yaourt', 'quantity': 'un', 'type': 'food', 'brand': 'Carrefour', 'event': 'declaration', 'timeOfTheDay': 'snacking'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'yaourt', 'quantity': 'un', 'type': 'food', 'brand': 'Carrefour', 'event': 'declaration', 'timeOfTheDay': 'snacking'} 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 '% yaourt %' AND V_NormTrademark LIKE '%carrefour%' ------------- Found solution (max 20) -------------- Yaourt - yaourt - - Carrefour - 0 - 5400101008366 - 5400101008366 - OFF#275a5c49e6acac1cc12872b97655e370 Yaourt Nature - yaourt nature - - Carrefour - 0 - 3245413062338 - 3245413062338 - OFF#86dc8834fa68c21bce62a349d77651c7 Yaourt Entier - yaourt entier - - Carrefour - 0 - 5400101239029 - 5400101239029 - OFF#deee123336a579a834ceff6185835fb4 Yaourt Maigre - yaourt maigre - - Carrefour - 0 - 5400101259263 - 5400101259263 - OFF#29c45bec8f11125379af07af9a11fcd1 Yaourt Nature - yaourt nature - - Carrefour - 0 - 5400101213234 - 3245413062338 - OFF#cee671372ccb31bfd336256361cb3a44 Yaourt Nature - yaourt nature - - Carrefour - 0 - 5400101213227 - 3245413062338 - OFF#f372fa6bdc045a1b7e77b05cb2b27272 Yaourt Nature - yaourt nature - - Carrefour - 0 - 3270190021438 - 3245413062338 - OFF#b9f298ebb50c2885b5946ab49f374b62 Yaourt Nature - yaourt nature - - Carrefour - 0 - 5400101071735 - 3245413062338 - OFF#8f35c66ec1d5ecb798b28f2dc5a4fb32 Yaourt Nature - yaourt nature - - Carrefour - 0 - 3560071016944 - 3245413062338 - OFF#c3539812677c86e5439fd5825efc721e Yaourt Nature - yaourt nature - - Carrefour - 0 - 3270190022077 - 3245413062338 - OFF#0a31ce8ba32904ff68714e1a4976dfba Yaourt Nature - yaourt nature - - Carrefour - 0 - 3560070814213 - 3245413062338 - OFF#0ee77e41a474c2f9e43813bac7b09cd0 Yaourt Nature - yaourt nature - - Carrefour - 0 - 3270190024309 - 3245413062338 - OFF#aa678a89a547a455751917415dee609c Yaourt Nature - yaourt nature - - Carrefour - 0 - 3560070930982 - 3245413062338 - OFF#210f6729e00d2e1401ec027a79dc1413 Yaourt Nature - yaourt nature - - Carrefour - 0 - 3560070859733 - 3245413062338 - OFF#c26751c5d9956727fb245d2e74581bf9 Yaourt Nature - yaourt nature - - Carrefour - 0 - 3560070871605 - 3245413062338 - OFF#c445e180b7c6b0ae541eb7a4edf5d686 Yaourt Nature - yaourt nature - - Carrefour - 0 - 3560070842599 - 3245413062338 - OFF#05f7a5295b25287fbb212f9aa6c5b580 Yaourt Maigre - yaourt maigre - - Carrefour - 0 - 8012666041428 - 5400101259263 - OFF#b741b4c0151f1ec44042ccd628bfc5df Yaourt à Boire - yaourt boire - - Carrefour - 0 - 3560070354344 - 3560070354344 - OFF#9db1c71757da68c9c27be8d03f237722 Yaourt à Boire - yaourt boire - - Carrefour - 0 - 3560071221522 - 3560070354344 - OFF#e1c93ca71ef20396f8b1f59c72fa2c79 Yaourt Carrefour - yaourt carrefour - - Carrefour - 0 - 3560071416539 - 3560071416539 - OFF#42de1c5dadb4202afcce97b39390a7f3 ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/68f924d8cf861/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Yaourt', 'normName': ' yaourt ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#275a5c49e6acac1cc12872b97655e370', 'quantity': 'un', 'quantityLem': '1', 'pack': ['YA2.w125', 'YA9.w125'], 'type': 'food', 'gtin': '5400101008366', 'gtinRef': '5400101008366', 'brand': 'Carrefour', 'time': 'snacking', 'event': 'declaration', 'serving': 'YA2-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 2.121495008468628} ---------------------------------------------------------------------------------- LLM CPU Time: 2.121495008468628