Input path: /home/debian/html/nutritwin/output_llm/68160c8371cd9/input.json Output path: /home/debian/html/nutritwin/output_llm/68160c8371cd9/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/68160c8371cd9/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": "saucisse", "quantity": "une", "cookingMethod": "grill\u00e9e", "type": "food", "event": "declaration" }, { "name": "pur\u00e9e", "quantity": "une portion", "type": "food", "event": "declaration" }, { "name": "laitue", "quantity": "une feuille", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "saucisse", "quantity": "une", "cookingMethod": "grill\u00e9e", "type": "food", "event": "declaration" }, { "name": "pur\u00e9e", "quantity": "une portion", "type": "food", "event": "declaration" }, { "name": "laitue", "quantity": "une feuille", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "saucisse", "quantity": "une", "cookingMethod": "grill\u00e9e", "type": "food", "event": "declaration" }, { "name": "pur\u00e9e", "quantity": "une portion", "type": "food", "event": "declaration" }, { "name": "laitue", "quantity": "une feuille", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'saucisse', 'quantity': 'une', 'cookingMethod': 'grillée', 'type': 'food', 'event': 'declaration'}, {'name': 'purée', 'quantity': 'une portion', 'type': 'food', 'event': 'declaration'}, {'name': 'laitue', 'quantity': 'une feuille', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'saucisse', 'quantity': 'une', 'cookingMethod': 'grillée', '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 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'purée', 'quantity': 'une portion', '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 '% puree %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Purée Gratinée - puree gratinee - - - 22 - - - KCA#f880a4bebb234ad7c233f0bca21e0f38 Purée de Céleri - puree de celeri - - - 644 - - - KCA#0b6b2f1216d627bd750cf4768fbabdfc Purée de Tomate - puree de tomate - - - 64 - - - KCA#85d33ede4d716a9cdfe18fb5ff2aa38a Purée de Marron - puree de marron - - - 45 - - - KCA#b566ca1956b609eb13eb9abfed8408c3 Purée de Pommes - puree de pomme - type "compote sans sucres ajoutés - - 0 - - - CIQ#5a979625c9056bf32a0fad9e4d7f29bf Purée de Fruits - puree de fruit - tout type de fruits, type "compote sans sucres ajoutés - - 0 - - - CIQ#868afd39025fce7dbe7cdd7b8180579b Purée de Potiron - puree de potiron - - - 474 - - - KCA#a530f4909bba07941d57ea667726259d Purée de Brocolis - puree de brocoli - - - 462 - - - KCA#0997f21641b0a965f425a2eeed3e672d Purée au Mascarpone - puree mascarpone - - - 13 - - - KCA#8ef7f73cf9c53674505f9eff771e38a9 Purée de Petits Pois - puree de petit poi - - - 87 - - - KCA#24e05443f69122ac730ba1308a049845 Purée de Céleri-rave - puree de celeri rave - - - 75 - - - KCA#ba14e52d838ee473e3a5cece51c17332 Purée de Pomme de Terre - puree de pomme de terre - - - 5655 - - - KCA#9b4074d3ebe35653a27d00a338c7c245 Purée de Haricots Verts - puree de haricot vert - - - 32 - - - KCA#53cb0275faf96a7122d34fc8d19ad23d Purée Rose aux Salsifis - puree rose au salsifi - - - 2 - - - KCA#a084b1cfbce4af12c6fa3fa6e48f4e08 Purée de Tomate au Basilic - puree de tomate basilic - - - 29 - - - KCA#04648cc2d8d08621e97f44cd26f33635 Purée Rustique de Rutabaga - puree rustique de rutabaga - au piment et aux herbes - - 1 - - - KCA#79371e21753dd8f4248696981cc5306c Purée d'Epinards à la Crème - puree epinard creme - - - 43 - - - KCA#5ad4feeb696a25452e1f664522dd253c Purée de Pomme de Terre Surgelée - puree de pomme de terre surgelee - - - 4 - - - KCA#2429e8eb21168cf6662bb23015f8a896 Purée de Pomme de Terre et Céleri - puree de pomme de terre celeri - - - 13 - - - KCA#e745dab6fd4da45fece548f1db8d703f Purée de Courgettes Pomme de Terre - puree de courgette pomme de terre - - - 96 - - - KCA#33431af664194d56f5845a8d1fa010a9 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'laitue', 'quantity': 'une feuille', '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 '% laitue %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Laitue Cuite - laitue cuite - - - 30 - - - KCA#3fc231d5d13ea9ea9e5b066d6f26bdc0 Laitue de Mer - laitue de mer - Ulva sp., séchée ou déshydratée - - 0 - - - CIQ#c959afcc0aa071ec5d9399df439e0fad Laitues Farcies - laitue farcie - - - 3 - - - KCA#7163344a51e0604fbb5c947f09f514e1 Laitue Romaine Crue - laitue romaine crue - - - 0 - - - KCA#af01736b89483da6245a3e9975201caf Potage à la Laitue - potage laitue - - - 5 - - - KCA#6706b7ac4ed7cda61eb5dd4e9bd60f2b ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/68160c8371cd9/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Saucisse', 'normName': ' saucisse ', 'comment': '', 'normComment': '', 'rank': 5293, 'id': 'CIQ#1d6fca3ad256e47613baef26ca804113', 'quantity': 'une', 'quantityLem': '1', 'pack': ['SA1.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'SA1-100', 'posiNormName': 0}, {'name': 'Purée Gratinée', 'normName': ' puree gratinee ', 'comment': '', 'normComment': '', 'rank': 22, 'id': 'KCA#f880a4bebb234ad7c233f0bca21e0f38', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['NOU.k195'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'NOU-100', 'posiNormName': 0}, {'name': 'Laitue Cuite', 'normName': ' laitue cuite ', 'comment': '', 'normComment': '', 'rank': 30, 'id': 'KCA#3fc231d5d13ea9ea9e5b066d6f26bdc0', 'quantity': 'une feuille', 'quantityLem': '1 feuille', 'pack': ['APL.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 8.756950378417969} ---------------------------------------------------------------------------------- LLM CPU Time: 8.756950378417969