Input path: /home/debian/html/nutritwin/output_llm/67f54c2029b99/input.json Output path: /home/debian/html/nutritwin/output_llm/67f54c2029b99/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/67f54c2029b99/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": "biscuit", "quantity": "cinq", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "biscuit", "quantity": "cinq", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "biscuit", "quantity": "cinq", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'biscuit', 'quantity': 'cinq', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'biscuit', 'quantity': 'cinq', '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 '% biscuit %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Biscuit Sec - biscuit sec - avec nappage chocolat - - 58 - - - KCA#ccd47f78720368f2241cc521bdd49600 Biscuit Sec - biscuit sec - génoise, nappage aux fruits, type barquette - - 0 - - - CIQ#7d4c71c065afae20c3e9609b2ee82c6f Biscuit Figues - biscuit figue - - - 137 - - - KCA#dc77485ca48a32145b1eab348cb1f54c Biscuit Apéritif - biscuit aperitif - - - 1 - - - CIQ#0afb34b29c93442ffe7f1dba7feda14e Biscuit Apéritif - biscuit aperitif - crackers, nature - - 454 - - - CIQ#45423b9b039dac4886f3b5609494e670 Biscuit Apéritif - biscuit aperitif - mini bretzel ou sticks - - 0 - - - CIQ#534570dc5da5cd03797b3f1202a76acc Biscuit Apéritif - biscuit aperitif - crackers, garni ou fourré, au fromage - - 128 - - - CIQ#a2528191de6a768be4bf5006c291c48f Biscuit Apéritif - biscuit aperitif - crackers, nature, allégé en matière grasse - - 0 - - - CIQ#1202476387980e246bc3c68b1df0c461 Biscuit Sésame BIO - biscuit sesame bio - - - 998 - - - KCA#e096aefb0f00e2010ae4dc49069f0293 Biscuit au Chocolat - biscuit chocolat - - - 6285 - - - KCA#eba3affece8f589fa72d3a03dca85ed8 Biscuit aux Amandes - biscuit au amande - - - 396 - - - KCA#1be7bc1290251ba74354d430dad651be Biscuit Apéritif Sec - biscuit aperitif sec - - - 1390 - - - KCA#b74f455bc1533b35752d51b02cc4af21 Biscuit Sec ou Tuile - biscuit sec ou tuile - aux amandes - - 99 - - - CIQ#f6b574692cb077b9f28057bc47016b89 Biscuit Sec ou Tuile - biscuit sec ou tuile - aux Amandes - - 0 - - - KCA#f6b574692cb077b9f28057bc47016b89 Biscuit Sec aux Œufs - biscuit sec au oeuf - à la cuillère ou Boudoir - - 0 - - - KCA#768805507b56d0998d66f97aac5930e0 Biscuit à la Cuillère - biscuit cuillere - - - 512 - - - KCA#e6c75ea1cffa1c57c303464054e60719 Biscuit Sec Type Tuile - biscuit sec type tuile - aux fruits - - 0 - - - CIQ#a73025edeb91fbf9954c5151cfcce0f7 Biscuit de Savoie Maigre - biscuit de savoie maigre - - - 3 - - - KCA#b0d882db96c846cc99fd7c7773ef3f4e Biscuit Apéritif Soufflé - biscuit aperitif souffle - à base de pomme de terre - - 42 - - - CIQ#ab5699718296891f07376a3093968f76 Biscuit Apéritif Soufflé - biscuit aperitif souffle - à base de maïs, sans cacahuète - - 103 - - - CIQ#876349a356dc5847313da002ecca4b26 ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/67f54c2029b99/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Biscuit Sec', 'normName': ' biscuit sec ', 'comment': 'avec nappage chocolat', 'normComment': ' avec nappage chocolat ', 'rank': 58, 'id': 'KCA#ccd47f78720368f2241cc521bdd49600', 'quantity': 'cinq', 'quantityLem': '5', 'pack': ['COO.w10'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'COO-500', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 5.978236198425293} ---------------------------------------------------------------------------------- LLM CPU Time: 5.978236198425293