Input path: /home/debian/html/nutritwin/output_llm/68c32d70a94dd/input.json Output path: /home/debian/html/nutritwin/output_llm/68c32d70a94dd/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/68c32d70a94dd/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": "galette", "quantity": "une", "cookingMethod": "grill\u000e", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "galette", "quantity": "une", "cookingMethod": "grill\u000e", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "galette", "quantity": "une", "cookingMethod": "grill\u000e", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'galette', 'quantity': 'une', 'cookingMethod': 'grill\x0e', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'galette', 'quantity': 'une', 'cookingMethod': 'grill\x0e', 'type': 'food', '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 '% galette %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Galette des Rois - galette de roi - - - 2459 - - - KCA#b033e11c5ed4baec517061e33a89249a Galette (biscuit) - galette - - - 1840 - - - KCA#faec4887cea6de2955358c623d2c1fd3 Galette Son Avoine - galette son avoine - - - 1241 - - - KCA#51a9106c668964844b1bbe32742a539d Galette de Poisson - galette de poisson - - - 13 - - - KCA#0ba7ae75c0a506418c2b0aa8364c4963 Galette au Son Vanille - galette son vanille - - - 72 - - - KCA#04a41044dcf2269e5fce2b208c500114 Galette ou Pavé au Blé - galette ou pave ble - seitan, et légumes - - 0 - - - CIQ#1582e29ff4c64c1794f7ceba8beaba3a Galette ou Pavé au Soja - galette ou pave soja - fromage et légumes - - 0 - - - CIQ#13896c91c43380fa80417db996d219ef Galette de Pomme de Terre - galette de pomme de terre - - - 570 - - - KCA#dd036b5b3cfe14cdf5d944f7e8e34ea5 Galette de Sarrasin Nature - galette de sarrasin nature - - - 0 - - - KCA#39d09597a54b1ba9555bd5763a87d080 Galette des Rois Feuilletée - galette de roi feuilletee - fourrée frangipane - - 478 - - - KCA#9e52899ff29fc800f762983f553549e3 Galette ou Pavé aux Lentilles - galette ou pave au lentille - soja et légumes - - 0 - - - CIQ#cb190b94a7ecef5f8119607e428ee381 Galette de Céréales au Fromage - galette de cereale fromage - sans soja - - 0 - - - CIQ#7759448b7afa613ab645bd80b1cfba74 Galette ou Pavé au Blé et Soja - galette ou pave ble soja - convient aux véganes ou végétaliens - - 0 - - - CIQ#7ab59c31f14b7042b5cc70fcf71560e7 Galette ou Pavé au Blé et Soja - galette ou pave ble soja - ne convient pas aux véganes ou végétaliens - - 0 - - - CIQ#a1f6b9fbb8ca9eb236caa85e99bc9e84 Galette Blé Noir Jambon Fromage - galette ble noir jambon fromage - - - 544 - - - KCA#fb6aecbe8d440aad77ec68b320574162 Galette de Céréales aux Légumes - galette de cereale au legume - sans soja - - 0 - - - CIQ#01d5ccde08a7b3980f98df6547096108 Galette ou Pavé au Soja et Fromage - galette ou pave soja fromage - - - 0 - - - CIQ#4ebb7491648359d704d1b09519fc5ca9 Galette ou Pavé au Soja et Légumes - galette ou pave soja legume - - - 0 - - - CIQ#93d4a0d65c25028d98819fa2a54e0ebe Galette de Pomme de Terre Surgelées - galette de pomme de terre surgelee - - - 44 - - - KCA#a32a257499ac239308d3d141350a5ffa Galette de Riz à l'Aneth et au Citron - galette de riz aneth citron - - - 2 - - - KCA#84004b19701fac8952c862bd145336b2 ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/68c32d70a94dd/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Galette des Rois', 'normName': ' galette de roi ', 'comment': '', 'normComment': '', 'rank': 2459, 'id': 'KCA#b033e11c5ed4baec517061e33a89249a', 'quantity': 'une', 'quantityLem': '1', 'pack': ['GAT.w100.p8'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'GAT-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 1.7833287715911865} ---------------------------------------------------------------------------------- LLM CPU Time: 1.7833287715911865