Input path: /home/debian/html/nutritwin/output_llm/677c191026718/input.json Output path: /home/debian/html/nutritwin/output_llm/677c191026718/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/677c191026718/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": "brassé nature", "quantity": "un pot", "type": "food", "brand": "Carrefour", "company": "Carrefour", "event": "unknownEvent" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "brassé nature", "quantity": "un pot", "type": "food", "brand": "Carrefour", "company": "Carrefour", "event": "unknownEvent" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "brass\u00e9 nature", "quantity": "un pot", "type": "food", "brand": "Carrefour", "company": "Carrefour", "event": "unknownEvent" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'brassé nature', 'quantity': 'un pot', 'type': 'food', 'brand': 'Carrefour', 'company': 'Carrefour', 'event': 'unknownEvent'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'brassé nature', 'quantity': 'un pot', 'type': 'food', 'brand': 'Carrefour', 'company': 'Carrefour', '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 '% brasse nature %' AND V_NormTrademark LIKE '%carrefour%' ------------- Found solution (max 20) -------------- Brassé Nature - brasse nature - - Carrefour - 0 - 3270190020929 - 3270190020929 - OFF#679840df65e0a56111238484f20e81c3 Brassé Nature - brasse nature - - Carrefour - 0 - 3270190026822 - 3270190020929 - OFF#1421428d8e1ebff8224894119b6bc69a Brassé Nature - brasse nature - - Carrefour - 0 - 3270190023814 - 3270190020929 - OFF#70eeb30b4ac40bde1d5bff7269f2f388 Brassé Nature - brasse nature - - Carrefour - 0 - 3270190023821 - 3270190020929 - OFF#7d3305f8709018ce7e2bb87940bef309 Brassé Nature Sucré - brasse nature sucre - - Carrefour - 0 - 3560071280680 - 3560071280680 - OFF#c98997124184692f0891e8fdd81cce5a 8 Yaourts Brassés Nature - yaourt brasse nature - - Carrefour - 0 - 3560070372621 - 3560070372621 - OFF#8d48183eb027a92d26e316529044a983 Yaourt Brassé Nature BIO - yaourt brasse nature bio - - Carrefour - 0 - 3560070932344 - 3560070932344 - OFF#278ce937f1ed05e2f98fe1f374977563 Yaourt Brassé Nature Entier - yaourt brasse nature entier - - Carrefour - 0 - 5400101212848 - 5400101212848 - OFF#1611181ec2fe4091e9dbd323c3ff8fdf ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/677c191026718/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Brassé Nature', 'normName': ' brasse nature ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#679840df65e0a56111238484f20e81c3', 'quantity': 'un pot', 'quantityLem': '1 pot', 'pack': ['YA2.w125', 'YA9.w125'], 'type': 'food', 'gtin': '3270190020929', 'gtinRef': '3270190020929', 'brand': 'Carrefour', 'time': '', 'event': 'unknownEvent', 'serving': 'YA2-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 4.512737274169922} ---------------------------------------------------------------------------------- LLM CPU Time: 4.512737274169922