Input path: /home/debian/html/nutritwin/output_llm/677d6b82706fa/input.json Output path: /home/debian/html/nutritwin/output_llm/677d6b82706fa/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/677d6b82706fa/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": "Miel", "quantity": "un pot", "type": "food", "event": "declaration", "brand": "Famille Michaud", "company": "Apiculteurs depuis 1920" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "Miel", "quantity": "un pot", "type": "food", "event": "declaration", "brand": "Famille Michaud", "company": "Apiculteurs depuis 1920" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "Miel", "quantity": "un pot", "type": "food", "event": "declaration", "brand": "Famille Michaud", "company": "Apiculteurs depuis 1920" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'Miel', 'quantity': 'un pot', 'type': 'food', 'event': 'declaration', 'brand': 'Famille Michaud', 'company': 'Apiculteurs depuis 1920'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'Miel', 'quantity': 'un pot', 'type': 'food', 'event': 'declaration', 'brand': 'Famille Michaud', 'company': 'Apiculteurs depuis 1920'} 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 '% miel %' AND V_NormTrademark LIKE '%famille michaud%' ------------- Found solution (max 20) -------------- Miel - miel - - Famille Michaud Apiculteurs - 0 - 3088540383194 - 3088540383194 - OFF#b4dd42495a23581f079cc9417d110313 Miel - miel - - Famille Michaud Apiculteurs - 0 - 3088540404226 - 3088540383194 - OFF#6bb331fab74be098735f52fcb9315848 Miel Doux - miel dou - - Famille Michaud Apiculteurs - 0 - 3088540251448 - 3088540251448 - OFF#30c267a7dc0b21d5d9c552d7c03eb6df Miel Fruité - miel fruite - - Famille Michaud Apiculteurs - 0 - 3088543405510 - 3088543405510 - OFF#3eadb2478bb7124a5a115069e8aa251b Miel Ginseng - miel ginseng - - Famille Michaud Apiculteurs - 0 - 3088540003344 - 3088540003344 - OFF#fb27d930163339ca3970d9e959d04242 Miel de Thym - miel de thym - - Famille Michaud Apiculteurs - 0 - 3088540374123 - 3088540374123 - OFF#7d51f99bc75cff68e9279f3bdacc5477 Miel Lavande - miel lavande - - Famille Michaud Apiculteurs - 0 - 3088540374505 - 3088540374505 - OFF#8a5b98945039ab21784678e1073e4dba Miel Crémeux - miel cremeu - - Famille Michaud Apiculteurs - 0 - 3088540374512 - 3088540374512 - OFF#2f52c237c5941ba65a3e7b4d4889cee8 Miel d'Acacia - miel acacia - - Famille Michaud Apiculteurs - 0 - 3088540376011 - 3088540376011 - OFF#1d320cdeb6ece0609fbcbc9eab776bc0 Miel d'Acacia - miel acacia - - Famille Michaud Apiculteurs - 0 - 3088540504018 - 3088540376011 - OFF#9b09dee0b73aab64fc9d2d9cbc6d2a08 Miel d'Acacia - miel acacia - - Famille Michaud Apiculteurs - 0 - 3088540454016 - 3088540376011 - OFF#559ce3b1080df712530ee964c3d60049 Miel de Fleurs - miel de fleur - - Famille Michaud Apiculteurs - 0 - 3088540104058 - 3088540104058 - OFF#12fb9cc2ea06f86a63597c4e423ad6ea Miel de Fleurs - miel de fleur - - Famille Michaud Apiculteurs - 0 - 3088540714257 - 3088540104058 - OFF#85a65d52c3e94d9a12b6f0a9763bc159 Miel de Fleurs - miel de fleur - - Famille Michaud Apiculteurs - 0 - 3088544254261 - 3088540104058 - OFF#f73e1eb35bbbdd4efe3c217bf03f1820 Miel de Tilleul - miel de tilleul - - Famille Michaud Apiculteurs - 0 - 3088540374079 - 3088540374079 - OFF#1492284795d2d97a8db672c82f0aa700 Miel et Propolis - miel propoli - - Famille Michaud Apiculteurs - 0 - 3088540003542 - 3088540003542 - OFF#18c9e8825a692696699277d67a35bbe3 Miel Crémeux BIO - miel cremeu bio - - Famille Michaud Apiculteurs - 0 - 3088540502236 - 3088540502236 - OFF#53276b66e8e2aab8d1071c316c2ecc49 Miel de Fleurs BIO - miel de fleur bio - - Famille Michaud Apiculteurs - 0 - 3088540258270 - 3088540258270 - OFF#35e54904aa07bdfe3c26757d4b332671 Miel de Citronnier - miel de citronnier - - Famille Michaud Apiculteurs - 0 - 3088540374086 - 3088540374086 - OFF#ff12b075b707c2a0182f4d1d151276b2 Miel et Gelée Royale - miel gelee royale - - Famille Michaud Apiculteurs - 0 - 3088541006948 - 3088541006948 - OFF#480358ee0bdac3ac09b39454a8255f37 ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/677d6b82706fa/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Miel', 'normName': ' miel ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#b4dd42495a23581f079cc9417d110313', 'quantity': 'un pot', 'quantityLem': '1 pot', 'pack': ['CSS.w15', 'CCS.w9', 'TRT.w30'], 'type': 'food', 'gtin': '3088540383194', 'gtinRef': '3088540383194', 'brand': 'Famille Michaud Apiculteurs', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 3.0873262882232666} ---------------------------------------------------------------------------------- LLM CPU Time: 3.0873262882232666