Input path: /home/debian/html/nutritwin/output_llm/6783e259cbb98/input.json Output path: /home/debian/html/nutritwin/output_llm/6783e259cbb98/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/6783e259cbb98/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 nature", "quantity": "deux", "brand": "Danone", "type": "food", "event": "unknownEvent" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "yaourt nature", "quantity": "deux", "brand": "Danone", "type": "food", "event": "unknownEvent" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "yaourt nature", "quantity": "deux", "brand": "Danone", "type": "food", "event": "unknownEvent" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'yaourt nature', 'quantity': 'deux', 'brand': 'Danone', 'type': 'food', 'event': 'unknownEvent'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'yaourt nature', 'quantity': 'deux', 'brand': 'Danone', 'type': 'food', '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 '% yaourt nature %' AND V_NormTrademark LIKE '%danone%' ------------- Found solution (max 20) -------------- Yaourt Nature - yaourt nature - - Danone - 3 - 3033490004514 - 3033490004514 - OFF#c15f956989a12cf11371af5c013e5584 Yaourt Nature - yaourt nature - - Danone - 0 - 5410146417719 - 3033490004514 - OFF#cceaae1aa3f9798e274a7df09db3f4a9 Yaourt Nature - yaourt nature - - Danone - 0 - 5410146417245 - 3033490004514 - OFF#b0af58e7008f21082e987714cab6e6aa Yaourt Nature - yaourt nature - - Danone - 0 - 5410146417153 - 3033490004514 - OFF#cb27bfe5584591063f3c8dcf2dedad9f Yaourt Nature - yaourt nature - - Danone - 0 - 3478920019445 - 3033490004514 - OFF#4a5f5da463de52363b49d8550df73423 Yaourt Nature - yaourt nature - - Danone - 0 - 6111032002925 - 3033490004514 - OFF#0c3a5c8413555710c1d628426c533eb0 Yaourt Nature - yaourt nature - - Danone - 0 - 5410146418259 - 3033490004514 - OFF#ed8d9a916588689604befa9cad50637d Yaourt Nature - yaourt nature - - Danone - 0 - 3661344349339 - 3033490004514 - OFF#f99a2acbf6676ae51e94df831e9564ef Yaourt Nature - yaourt nature - - Danone - 0 - 3661344176980 - 3033490004514 - OFF#6bd5ad9670081eea426c18572d92daf4 Yaourt Nature - yaourt nature - - Danone - 0 - 5410146419706 - 3033490004514 - OFF#ffb92babadc7163f82ea33c29116ddb6 Yaourt Nature - yaourt nature - - Danone - 0 - 3933420002521 - 3033490004514 - OFF#afe7e640219d91dbb3006e82a90d2ef5 Yaourt Nature - yaourt nature - - Danone - 0 - 3033490905408 - 3033490004514 - OFF#8cc2cf82bcdfb81c1a2428b64222f56d Yaourt Nature - yaourt nature - - Danone - 0 - 3033490905392 - 3033490004514 - OFF#35ac7a9ba0b8e7f647159fbfa0961064 Yaourt Nature - yaourt nature - - Danone - 0 - 3033490744151 - 3033490004514 - OFF#a7df2725473fb29ca01a03f51e5cdb07 Yaourt Nature - yaourt nature - - Danone - 0 - 3368850002153 - 3033490004514 - OFF#e3f1469c9ed848eb0a72639843278acf Yaourt Nature BIO - yaourt nature bio - - Danone - 0 - 3033491386466 - 3033491386466 - OFF#40d473a38bfe95875da09a88b0dffa76 Yaourt Nature Sucré - yaourt nature sucre - - Danone - 0 - 3033490071684 - 3033490071684 - OFF#67d9da9ec863a8d63e13503bd4f5f520 Yaourt Nature Sucré - yaourt nature sucre - - Danone - 0 - 3368850001194 - 3033490071684 - OFF#f63681e9ae4b478cef40ac9d25b84d8c Yaourt Nature Danone - yaourt nature danone - - Danone - 0 - 2000000053459 - 2000000053459 - OFF#c369e87419d5e061ada8d1ebfa4ae150 Yaourt Nature Lait Entier - yaourt nature lait entier - - Danone - 0 - 3033491223327 - 3033491223327 - OFF#0afcacf390f34851a34dc15f927a80ec ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/6783e259cbb98/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Yaourt Nature', 'normName': ' yaourt nature ', 'comment': '', 'normComment': '', 'rank': 3, 'id': 'OFF#c15f956989a12cf11371af5c013e5584', 'quantity': 'deux', 'quantityLem': '2', 'pack': ['YA2.w125', 'YA9.w125'], 'type': 'food', 'gtin': '3033490004514', 'gtinRef': '3033490004514', 'brand': 'Danone', 'time': '', 'event': 'unknownEvent', 'serving': 'YA2-200', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 3.690089225769043} ---------------------------------------------------------------------------------- LLM CPU Time: 3.690089225769043