Input path: /home/debian/html/nutritwin/output_llm/6819e43284150/input.json Output path: /home/debian/html/nutritwin/output_llm/6819e43284150/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/6819e43284150/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": "pâtes", "quantity": "une assiette", "cookingMethod": "cuites", "type": "food", "event": "declaration" }, { "name": "saucisses", "quantity": "plusieurs morceaux", "cookingMethod": "grillées", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "pâtes", "quantity": "une assiette", "cookingMethod": "cuites", "type": "food", "event": "declaration" }, { "name": "saucisses", "quantity": "plusieurs morceaux", "cookingMethod": "grillées", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "p\u00e2tes", "quantity": "une assiette", "cookingMethod": "cuites", "type": "food", "event": "declaration" }, { "name": "saucisses", "quantity": "plusieurs morceaux", "cookingMethod": "grill\u00e9es", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'pâtes', 'quantity': 'une assiette', 'cookingMethod': 'cuites', 'type': 'food', 'event': 'declaration'}, {'name': 'saucisses', 'quantity': 'plusieurs morceaux', 'cookingMethod': 'grillées', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'pâtes', 'quantity': 'une assiette', 'cookingMethod': 'cuites', '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 '% pate %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Pâté - pate - - - 35 - - - CIQ#afa9f7f047da1f15de2883f037186a92 Pâtes - pate - sans gluten, à base de riz et maïs, à l'eau, non salées - - 0 - - - CIQ#fbb4c57fdca55e795247628ccb5aecdd Pâtes - pate - sans gluten, à base de lentilles corail, à l'eau, non salées - - 0 - - - CIQ#b616881505a8dc3bb22f36ba73c591e5 Pâté Breton - pate breton - - - 0 - - - CIQ#7bf7cf124b0a4bd2e2ef3a9a0a499589 Pâtes Cuites - pate cuite - - - 40303 - - - KCA#5f79f58611165eed8a9639bfa123a9ca Pâté de Foie - pate de foie - - - 754 - - - KCA#a5e2912dd9f9cde202e6768375fa2481 Pâté de Tête - pate de tete - - - 191 - - - KCA#f90aa2ff530cc5bc04459e1ca2ba4490 Pâtes Sèches - pate seche - aux oeufs, crues - - 0 - - - CIQ#52cf76f71ceae840a6e8cfb7bb87401e Pâtes Sèches - pate seche - sans gluten, crues - - 0 - - - CIQ#a6df809c43c5e8ea99c2290e16e50a23 Pâtes Sèches - pate seche - au blé complet, crues - - 0 - - - CIQ#2cd29b7b7d0a8beffb2a20bdcd5b67d9 Pâtes Sèches - pate seche - aux oeufs, non salées - - 0 - - - CIQ#475f5a3e0ebed8ce058915c8c0e2488a Pâtes Sèches - pate seche - sans gluten, non salées - - 0 - - - CIQ#a83a046d5cb792a1634de34a8b103f8c Pâtes Sèches - pate seche - au blé complet, non salées - - 0 - - - CIQ#086a2b5c3417a99bed48fb94c6f8e347 Pâte d'Amande - pate amande - - - 753 - - - CIQ#7c0811ad432704e3560ead7d11dcc54b Pâté de Lapin - pate de lapin - - - 228 - - - CIQ#cd9ac9416e8376ef0d33dc474b22d8d1 Pâte de Fruits - pate de fruit - - - 904 - - - CIQ#ddc417db85ad45f7b63c72987afd1efd Pâté en Croûte - pate en croute - - - 69 - - - CIQ#e2118c3e025007fd1644c613af45b0cf Pâté de Gibier - pate de gibier - - - 62 - - - CIQ#68811d74011dd1931c6725029c3ec0d8 Pâté Ardennais - pate ardennai - - - 33 - - - KCA#1c1510a6deb74a99fe2687d0ba87d678 Pâtes Fraîches - pate fraiche - aux oeufs, crues - - 0 - - - CIQ#9afbc65919a12bd31e467b9e01a43777 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'saucisses', 'quantity': 'plusieurs morceaux', 'cookingMethod': 'grillées', '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 '% saucisse %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Saucisse - saucisse - - - 5293 - - - CIQ#1d6fca3ad256e47613baef26ca804113 Saucisse Sèche - saucisse seche - - - 996 - - - CIQ#ff5b53b1d7401bcb0f1767ebad5884c5 Saucisse de Foie - saucisse de foie - - - 0 - - - CIQ#fdbb4619159dfb2b7497eb11b7b1bc07 Saucisse Cocktail - saucisse cocktail - - - 457 - - - CIQ#1f2dd53eeef165fbe146cae6f64c7d48 Saucisse de Morteau - saucisse de morteau - - - 0 - - - CIQ#7bf2a58a05f47ebef09207370a4c220e Saucisse de Morteau - saucisse de morteau - bouillie/cuite à l'eau - - 0 - - - CIQ#ef6d6229bdbdd4c7ef4f40857308cdb1 Saucisse de Toulouse - saucisse de toulouse - - - 5 - - - CIQ#db76b08803ed9b636256fe06b83db16f Saucisse de Volaille - saucisse de volaille - type Knack - - 0 - - - CIQ#3e439e37fd7f3cb508c297dc766a2468 Saucisse de Volaille - saucisse de volaille - façon charcutière - - 0 - - - CIQ#148b1f1e85b0e772bda05ba43cbb34f3 Saucisse de Francfort - saucisse de francfort - - - 711 - - - CIQ#fea67e92f5cee14b82788be80ded9b48 Saucisse de Montbéliard - saucisse de montbeliard - - - 715 - - - CIQ#4ab35ae577ff24bba7cbad699f27311d Saucisse Végétale au Tofu - saucisse vegetale tofu - convient aux véganes ou végétaliens - - 0 - - - CIQ#b638034bc3f4db2ab1ff3dd1bece0c74 Saucisse de Jambon Pur Porc - saucisse de jambon pur porc - - - 0 - - - CIQ#3f539155590566517c5e22a715e8d165 Saucisse de Strasbourg ou Knack - saucisse de strasbourg ou knack - - - 0 - - - CIQ#d201e797d80b01fec9f8021460223625 Saucisse Végétale au Blé ou Seitan - saucisse vegetale ble ou seitan - - - 0 - - - CIQ#139ac004a11bf16cc7751c62dae89cf8 Mini Saucisse Sèche - mini saucisse seche - - - 36 - - - KCA#d802ec336d104973b80eb344e784850b Chair à Saucisse - chair saucisse - - - 268 - - - KCA#509bab96cc365a75bc651ba14e309ed0 Potée de Saucisses - potee de saucisse - - - 35 - - - KCA#0de82cd4be6c36ec437c6330c7e8efac Petit Salé ou Saucisse aux Lentilles - petit sale ou saucisse au lentille - - - 0 - - - CIQ#7162dfd6184e6d0fd74dfcb9e12ce604 ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/6819e43284150/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Pâtes', 'normName': ' pate ', 'comment': "sans gluten, à base de riz et maïs, à l'eau, non salées", 'normComment': ' san gluten base de riz mai eau non salee ', 'rank': 0, 'id': 'CIQ#fbb4c57fdca55e795247628ccb5aecdd', 'quantity': 'une assiette', 'quantityLem': '1 assiette', 'pack': ['NOU.w210'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'NOU-100', 'posiNormName': 0}, {'name': 'Saucisse', 'normName': ' saucisse ', 'comment': '', 'normComment': '', 'rank': 5293, 'id': 'CIQ#1d6fca3ad256e47613baef26ca804113', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['SA1.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 5.202978849411011} ---------------------------------------------------------------------------------- LLM CPU Time: 5.202978849411011