Input path: /home/debian/html/nutritwin/output_llm/67e2f64502bfe/input.json Output path: /home/debian/html/nutritwin/output_llm/67e2f64502bfe/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/67e2f64502bfe/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": "pommes", "quantity": "un sachet", "type": "food", "event": "declaration", "brand": "Bio", "company": "Pom&Go" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "pommes", "quantity": "un sachet", "type": "food", "event": "declaration", "brand": "Bio", "company": "Pom&Go" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "pommes", "quantity": "un sachet", "type": "food", "event": "declaration", "brand": "Bio", "company": "Pom&Go" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'pommes', 'quantity': 'un sachet', 'type': 'food', 'event': 'declaration', 'brand': 'Bio', 'company': 'Pom&Go'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'pommes', 'quantity': 'un sachet', 'type': 'food', 'event': 'declaration', 'brand': 'Bio', 'company': 'Pom&Go'} 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 '% pomme %' AND V_NormTrademark LIKE '%bio%' ------------- Found solution (max 20) -------------- Pomme Poire - pomme poire - - Bio Village - 0 - 3564707126274 - 3564707126274 - OFF#229246c19775596eff3ec050e0bf3683 Pomme Pruneau - pomme pruneau - - Bio Village - 0 - 3564707155878 - 3564707155878 - OFF#f4f971d294e8176d837646458717e3c1 Pomme Poire Coing - pomme poire coing - - Jardin Bio - 0 - 3760020506407 - 3760020506407 - OFF#b210e199a77b004b8433c433a78d65f0 Pomme Saveur Caramel - pomme saveur caramel - - Jardin Bio - 0 - 3760020506414 - 3760020506414 - OFF#a9c9afc6fcec56932b95ea65a4ec89de Pomme Banane Dessert Biofruits - pomme banane dessert biofruit - - Jardin Bio - 0 - 3760020506438 - 3760020506438 - OFF#f3af1dd128107f4b382ee4d1aa596ba3 Jus Pomme Carotte Gingembre - ju pomme carotte gingembre - - Jardin Bio - 0 - 3289196100597 - 3289196100597 - OFF#3b9db38fbbc331a053c73fd23242a623 Purée Pomme - puree pomme - - Biocoop - 0 - 3760121210760 - 3760121210760 - OFF#a64cf72386490df25ae4433e8a32602b Purée Pomme - puree pomme - - Biocoop - 0 - 3760121211859 - 3760121210760 - OFF#514444672159a7b2d8ca595cc87fe6bd Purée Pomme - puree pomme - - Biocoop - 0 - 3760121211798 - 3760121210760 - OFF#42f312eb510ddc96c8601c80c1aaaa83 Jus de Pomme - ju de pomme - - Bio Village - 0 - 3564707007016 - 3564707007016 - OFF#c22153db0ba402695f50408a84b5936a Jus de Pomme - ju de pomme - - Bio Village - 0 - 3564707153539 - 3564707007016 - OFF#c646d730702da483c76b252c4bfb455f Jus de Pomme - ju de pomme - - Bio Village - 0 - 3564707097956 - 3564707007016 - OFF#bbc779e727a49c017db96a5746e4ae2c Jus de Pomme - ju de pomme - - Bio Village - 0 - 95595795 - 3564707007016 - OFF#9f1e8ba51a55816fb1612414d2b0ce71 Jus de Pomme - ju de pomme - - Bio Village - 0 - 3564707181433 - 3564707007016 - OFF#8bee3abb3723279798553532bc848d72 Purée Pomme Poire - puree pomme poire - - Biocoop - 0 - 3760121210784 - 3760121210784 - OFF#cff61a3dd3a1033d06839b5d4cd6309a Purée Pomme Banane - puree pomme banane - - Biocoop - 0 - 3760121210777 - 3760121210777 - OFF#b6fb21c37591b37c74c00bf96efccce0 Purée Pomme Mangue - puree pomme mangue - - Biocoop - 0 - 3760121211262 - 3760121211262 - OFF#7032e2087d3e26c7d0f3a00a11834dd6 Purée Pomme Gourde - puree pomme gourde - - Biocoop - 0 - 3760121211378 - 3760121211378 - OFF#cfc4c8729f5644f506391dbb100157bf Purée Pomme Fraise - puree pomme fraise - - Biocoop - 0 - 3760121211880 - 3760121211880 - OFF#330692fe7075cf073daa1c58e4912e83 Jus de Pomme Tétra - ju de pomme tetra - - Biocoop - 0 - 3760121214737 - 3760121214737 - OFF#fa343cfbc324fcc113eeabf8fe5195c7 ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/67e2f64502bfe/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Pomme Poire', 'normName': ' pomme poire ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#229246c19775596eff3ec050e0bf3683', 'quantity': 'un sachet', 'quantityLem': '1 sachet', 'pack': ['YA1.w125'], 'type': 'food', 'gtin': '3564707126274', 'gtinRef': '3564707126274', 'brand': 'Bio Village', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 3.824699878692627} ---------------------------------------------------------------------------------- LLM CPU Time: 3.824699878692627