Input path: /home/debian/html/nutritwin/output_llm/67fe4060587ae/input.json Output path: /home/debian/html/nutritwin/output_llm/67fe4060587ae/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/67fe4060587ae/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": "yaourt", "quantity": "un pot", "type": "food", "brand": "Vrai", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "yaourt", "quantity": "un pot", "type": "food", "brand": "Vrai", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "yaourt", "quantity": "un pot", "type": "food", "brand": "Vrai", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'yaourt', 'quantity': 'un pot', 'type': 'food', 'brand': 'Vrai', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'yaourt', 'quantity': 'un pot', 'type': 'food', 'brand': 'Vrai', '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 '% yaourt %' AND V_NormTrademark LIKE '%vrai%' ------------- Found solution (max 20) -------------- Yaourt Nature - yaourt nature - - Vrai - 0 - 3273220530375 - 3273220530375 - OFF#e69d9234d6ff1bca753e4d6dee6b96d0 Yaourt BIO Nature - yaourt bio nature - - Vrai - 0 - 3273220530030 - 3273220530030 - OFF#96bb50562dad57730b58d43a273ffafc Yaourt Nature BIO - yaourt nature bio - - Vrai - 0 - 3273220530344 - 3273220530344 - OFF#35c133d9ee7e648fda5270c9b405edfb Yaourt Chevre BIO - yaourt chevre bio - - Vrai - 0 - 3273220540855 - 3273220540855 - OFF#37185529cb1849a347ccc41a51232df0 Yaourt BIO Nature - yaourt bio nature - - Vrai - 0 - 3273220530368 - 3273220530030 - OFF#0c3d7250dee40730b38ebe71d60d6318 Yaourt Nature125 G - yaourt nature125 - - Vrai - 0 - 3273220530351 - 3273220530351 - OFF#23e70638151b31af2cd2fc17b4ec7d9d Yaourt Citron Sucré - yaourt citron sucre - - Vrai - 0 - 3273220530870 - 3273220530870 - OFF#3d40af3887e832140938547e41065d30 Yaourt Brassé Nature - yaourt brasse nature - - Vrai - 0 - 3273220530153 - 3273220530153 - OFF#0a196ab01712bb61a62d214ff572139d Yaourt Chèvre Nature - yaourt chevre nature - - Vrai - 0 - 3877220540855 - 3877220540855 - OFF#0c22ef8de220fd2db0c72ea433a21e10 Yaourt au Lait Entier - yaourt lait entier - - Vrai - 0 - 3273220536384 - 3273220536384 - OFF#46328ef5e5042476eb640a5206dee8f2 Yaourt Brassé Nature BIO - yaourt brasse nature bio - - Vrai - 0 - 3273220530054 - 3273220530054 - OFF#9f7737f313882c2ade179c21ffa5e572 Yaourt BIO Brassé Nature - yaourt bio brasse nature - - Vrai - 0 - 3273220564479 - 3273220564479 - OFF#348016286b3db67d65e1d1113de6242f Yaourt BIO Brassé Nature - yaourt bio brasse nature - - Vrai - 0 - 3273220579954 - 3273220564479 - OFF#6adbcd533c1b0f6dc6fde738c12ab7b8 Yaourt BIO Sucre de Canne - yaourt bio sucre de canne - - Vrai - 0 - 3273220530610 - 3273220530610 - OFF#597964245681f00dfefacbec89635fe3 Yaourt Mangue Passion Sucre - yaourt mangue passion sucre - - Vrai - 0 - 3273220530887 - 3273220530887 - OFF#39e3db1e252c768f66675f33e04027fb Yaourts BIO de Brebis Poire - yaourt bio de brebi poire - - Vrai - 0 - 3273220540572 - 3273220540572 - OFF#22fe95a71794770c8f4b0faa177487b1 Yaourt Nature Sucre de Canne - yaourt nature sucre de canne - - Vrai - 0 - 3273220530566 - 3273220530566 - OFF#2d85621c34d17caeca28baac0792aeec Yaourt au Lait Entier Myrtille - yaourt lait entier myrtille - - Vrai - 0 - 3273220536414 - 3273220536414 - OFF#5be60b707375f01b34a0cc22d5eff95d Yaourt Bifidus Arôme BIO Citron - yaourt bifidu arome bio citron - - Vrai - 0 - 3273220535417 - 3273220535417 - OFF#4e86dff272989c8a5dbba80c87feedac Yaourt Brassé au Citron de Corse - yaourt brasse citron de corse - - Vrai - 0 - 3273220530917 - 3273220530917 - OFF#bb6a5d32f250dae80433de17e7a1d508 ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/67fe4060587ae/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Yaourt Nature', 'normName': ' yaourt nature ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#e69d9234d6ff1bca753e4d6dee6b96d0', 'quantity': 'un pot', 'quantityLem': '1 pot', 'pack': ['YA2.w125', 'YA9.w125'], 'type': 'food', 'gtin': '3273220530375', 'gtinRef': '3273220530375', 'brand': 'Vrai', 'time': '', 'event': 'declaration', 'serving': 'YA2-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 10.544974565505981} ---------------------------------------------------------------------------------- LLM CPU Time: 10.544974565505981