Input path: /home/debian/html/nutritwin/output_llm/682092a2d92b8/input.json Output path: /home/debian/html/nutritwin/output_llm/682092a2d92b8/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/682092a2d92b8/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": "glace", "quantity": "trois boules", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "glace", "quantity": "trois boules", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "glace", "quantity": "trois boules", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'glace', 'quantity': 'trois boules', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'glace', 'quantity': 'trois boules', '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 '% glace %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Glace au Café - glace cafe - - - 1234 - - - KCA#d298e466ef0cbdfde8747499100315bc Glace au Yaourt - glace yaourt - - - 513 - - - KCA#28ebbad8913838795f50531162c9f854 Glace au Citron - glace citron - - - 316 - - - KCA#b7a45aa5b910fdc73bd8f26b33e58bae Glace aux Fruits - glace au fruit - - - 517 - - - KCA#da02486f0e669cefd4337ce22ca59860 Glace à la Fraise - glace fraise - - - 343 - - - KCA#9aa783cbd5442c9a3a7dbac2061e61b1 Glace à la Menthe - glace menthe - - - 201 - - - KCA#47e19283836567507953f57932ebfa63 Glace à la Vanille - glace vanille - - - 4374 - - - KCA#08c5a6034c4e57f1436efb6ff52c3c17 Glace au Pamplemousse - glace pamplemousse - - - 15 - - - KCA#ce641275780c9de6b5bad7b9b834534b Glace des Bénédictins - glace de benedictin - - - 8 - - - KCA#029b0ef14b37ac9e430c6dab54685fc4 Glace ou Crème Glacée - glace ou creme glacee - bâtonnet, enrobé de chocolat - - 0 - - - CIQ#895df8d3a3a88c1501a56e8b8d8abbe6 Glace Vanille et Maltesers - glace vanille malteser - - - 36 - - - KCA#005a21aef0c03c541f64b64026e48292 Glace Sur Bâtonnet, Enrobée de Chocolat - glace sur batonnet enrobee de chocolat - - - 59 - - - KCA#b8297664047dda6501c48278aac11b76 Mars Glacé - mar glace - - - 832 - - - KCA#afd7b1c7f03ee9167815e60bb12cec5d Navets Glacés - navet glace - - - 62 - - - KCA#0c3a0c56b3ba11a12031a4cb39608984 Marron Glacé - marron glace - - - 452 - - - CIQ#517b2246a4339708a2edea581823a6e6 Nougat Glacé - nougat glace - - - 0 - - - CIQ#b2645f38dfc441835675f8e230a42550 Oignons Glacés - oignon glace - - - 65 - - - KCA#2b3f52a8738bf794986d4ef46123f00f Marrons Glacés - marron glace - - - 0 - - - KCA#517b2246a4339708a2edea581823a6e6 Yaourt Glacé aux Fruits de la Passion - yaourt glace au fruit de passion - la passion - - 0 - - - KCA#65a74ac4f382f3753032cd17946f22fd Dessert Glacé - dessert glace - type sundae - - 0 - - - CIQ#d756d8aaeedc53fde611bdfa96b1058b ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/682092a2d92b8/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Glace au Café', 'normName': ' glace cafe ', 'comment': '', 'normComment': '', 'rank': 1234, 'id': 'KCA#d298e466ef0cbdfde8747499100315bc', 'quantity': 'trois boules', 'quantityLem': '3 boule', 'pack': ['GLA.w50', 'NOI.w30', 'AA2.w50'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'GLA-300', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 4.109175682067871} ---------------------------------------------------------------------------------- LLM CPU Time: 4.109175682067871