Input path: /home/debian/html/nutritwin/output_llm/677ae0fec42e7/input.json Output path: /home/debian/html/nutritwin/output_llm/677ae0fec42e7/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/677ae0fec42e7/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": "tarte", "quantity": "une tranche", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "tarte", "quantity": "une tranche", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "tarte", "quantity": "une tranche", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'tarte', 'quantity': 'une tranche', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'tarte', 'quantity': 'une tranche', '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 '% tarte %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Tarte Salée - tarte salee - tarte salée - - 0 - - - KCA#d9b74c6fdfefa353319e73d4a8d85829 Tarte Sucrée - tarte sucree - tarte sucrée - - 0 - - - KCA#6cbdd1ac62d8204cd909531edb5d13a1 Tarte au Sucre - tarte sucre - au sucre - - 0 - - - KCA#b88be5d2e1f4fc863d3a9d26612348c4 Tarte au Saumon - tarte saumon - - - 0 - - - CIQ#df3d146a0b5d8475bb92ccfb839aa962 Tarte au Raisin - tarte raisin - au raisin - - 0 - - - KCA#1cf2c3141d8378920fc495d980ab806e Tarte Meringuée - tarte meringuee - tarte meringuée - - 0 - - - KCA#65f1627e6bff0edc8b1702cc6d68691a Tarte au Fromage - tarte fromage - - - 440 - - - CIQ#dbe4697bc032b6f025f95b66145a52ed Tarte à l'Oignon - tarte oignon - - - 0 - - - CIQ#50f48863e213aaadcb6bfdcd1e8a8024 Tarte à la Crème - tarte creme - la crème - - 0 - - - KCA#207e9265d51efe4cc9c8a7bf6cddba6b Tarte au Gruyère - tarte gruyere - au gruyère - - 0 - - - KCA#8c5685d741d45bf69ebf27535ec200f1 Tarte au Fromage - tarte fromage - au fromage - - 0 - - - KCA#354bdf33872658a335464e95f2778c92 Tarte aux Pommes - tarte au pomme - aux pommes - - 0 - - - KCA#389938ab07df5dab368dfda770903371 Tarte à l'Orange - tarte orange - à l'orange - - 0 - - - KCA#8cf553da1e0c3135218833739419ea98 Tarte aux Poires - tarte au poire - aux poires - - 0 - - - KCA#1768d5876d197d444d2303a3b3f2f17a Tarte aux Fruits - tarte au fruit - aux fruits - - 0 - - - KCA#448c0cede9e41a7467d79fff41d3bc1f Tarte aux Légumes - tarte au legume - - - 698 - - - CIQ#56c4bceb5e56073672fac295b21f0fa3 Tarte à la Tomate - tarte tomate - - - 15 - - - CIQ#26eba07f9f1ce1d52b251c1722734c62 Tarte au Chocolat - tarte chocolat - au chocolat - - 0 - - - KCA#c908fb70e2728167ae537a855e28c4db Tarte aux Oignons - tarte au oignon - aux oignons - - 0 - - - KCA#7908b6eb74cb8bfebb84a7b50415b7d7 Tarte aux Légumes - tarte au legume - aux légumes - - 0 - - - KCA#9d178c4705e3e00e2dec029c23a3f0ee ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/677ae0fec42e7/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Tarte Salée', 'normName': ' tarte salee ', 'comment': 'tarte salée', 'normComment': ' tarte salee ', 'rank': 0, 'id': 'KCA#d9b74c6fdfefa353319e73d4a8d85829', 'quantity': 'une tranche', 'quantityLem': '1 tranche', 'pack': ['TAR.w100.p6'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 12.625473499298096} ---------------------------------------------------------------------------------- LLM CPU Time: 12.625473499298096