Input path: /home/debian/html/nutritwin/output_llm/691203c706379/input.json Output path: /home/debian/html/nutritwin/output_llm/691203c706379/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/691203c706379/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": "citron", "quantity": "un", "type": "food", "event": "unknownEvent" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "citron", "quantity": "un", "type": "food", "event": "unknownEvent" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "citron", "quantity": "un", "type": "food", "event": "unknownEvent" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'citron', 'quantity': 'un', 'type': 'food', 'event': 'unknownEvent'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'citron', 'quantity': 'un', 'type': 'food', 'event': 'unknownEvent'} 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 '% citron %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Citron - citron - pulpe, cru - - 0 - - - CIQ#1a0a1ef5b6df5da2981b36c3a516da65 Citron Vert ou Lime - citron vert ou lime - pulpe, cru - - 0 - - - CIQ#11bf65896a9d3d4bbe913ac24886c20f Citron Givré ou Orange Givrée - citron givre ou orange givree - sorbet - - 0 - - - CIQ#2d91d21b356a7bcbb3c005c062515d99 Flan au Citron - flan citron - - - 100 - - - KCA#dcb08fce72d93083563b6c79f28761f9 Jus de Citron - ju de citron - - - 6694 - - - KCA#ca49f6c4373fc74997f5057c400c2abb Glace au Citron - glace citron - - - 316 - - - KCA#b7a45aa5b910fdc73bd8f26b33e58bae Poulet au Citron - poulet citron - - - 224 - - - KCA#c5d5d24791bec55c092bb4ce55c319f7 Fraises au Citron - fraise citron - - - 776 - - - KCA#edebc181ffc1519049f190184ad0fe5b Mangue au Citron Vert - mangue citron vert - - - 7 - - - KCA#bdf923ad7bb6582343ce06ae6aa6ac2e Couscous au Citron Confit - couscou citron confit - à la Menthe et aux Raisins - - 3 - - - KCA#d3a4e32a96799eba0f966b8d602df5e4 Zeste de Citron - zeste de citron - de citron - - 0 - - - KCA#d46a4300f797aa9a5ddd9e58b0fcd1a4 Limonade au Citron - limonade citron - - - 177 - - - KCA#ffdf4635d208916e897b88bff9792e2a Artichauts au Citron et aux Herbes - artichaut citron au herbe - - - 29 - - - KCA#acbbb35c1fb2fa91724f38a5facc6000 Riz aux Deux Citrons - riz au deux citron - - - 32 - - - KCA#8873040b4ebc25ad352d34473b131477 Compote Poire au Citron - compote poire citron - - - 34 - - - KCA#e522988ae225a27aaffdad56fe544dd7 Pomme de Terre au Citron - pomme de terre citron - à l'ail et au piment - - 7 - - - KCA#406584fc666f9e60dbd81404dcc16b93 Gâteau Moelleux au Citron - gateau moelleu citron - - - 348 - - - KCA#78ff5007fab8a1900db81a9adc7c62a1 Salade de Porc au Citron Kaffir - salade de porc citron kaffir - - - 6 - - - KCA#d7d6479fd1d8bbfc30c0c31ceb79aba4 Tarte aux Amandes et au Citron - tarte au amande citron - au citron - - 0 - - - KCA#8934fe43d8cdd26673d1770597323740 Financiers Pistaches Citron Vert - financier pistache citron vert - - - 772 - - - KCA#4e103d642f298f49c6cf815bcfc83c4e ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/691203c706379/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Citron', 'normName': ' citron ', 'comment': 'pulpe, cru', 'normComment': ' pulpe cru ', 'rank': 0, 'id': 'CIQ#1a0a1ef5b6df5da2981b36c3a516da65', 'quantity': 'un', 'quantityLem': '1', 'pack': ['CIT.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknownEvent', 'serving': 'CIT-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 1.6676905155181885} ---------------------------------------------------------------------------------- LLM CPU Time: 1.6676905155181885