Input path: /home/debian/html/nutritwin/output_llm/68a3092dea7b6/input.json Output path: /home/debian/html/nutritwin/output_llm/68a3092dea7b6/output.json Input text: Une poignée de framboises émincé et une grosse poignée de myrtille. 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: Une poignée de framboises émincé et une grosse poignée de myrtille. ================================================================================================================================== ==================================== Prompt ============================================= Identify in this list of intents: ["Identify food and beverage consumption or declaration", "Identify the user physical activity", "Answer a nutrition question", "Other intent"], the intents of the prompt: ###Une poignée de framboises émincé et une grosse poignée de myrtille.###. Format the result in JSON format: {"intents": []}. ========================================================================================= ------------------------------ LLM Raw response ----------------------------- {"intents": ["Identify food and beverage consumption or declaration"]} ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ {"intents": ["Identify food and beverage consumption or declaration"]} ------------------------------------------------------ ERROR: wrong object representation: {'intents': ['Identify food and beverage consumption or declaration']} ------------------------ After simplification ------------------------ { "intents": [ "Identify food and beverage consumption or declaration" ] } ---------------------------------------------------------------------- ==================================== Prompt ============================================= Convert this natural language query : """Une poignée de framboises émincé et une grosse poignée de myrtille.""" into an array of JSON. Ignore what it is not connected to nutrition, beverage or food. Provide a solution without explanation. Use the following ontology and only this 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": "framboises", "quantity": "une poignée", "cookingMethod": "émincé", "type": "food", "event": "unknownEvent" }, { "name": "myrtille", "quantity": "une grosse poignée", "type": "food", "event": "unknownEvent" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "framboises", "quantity": "une poignée", "cookingMethod": "émincé", "type": "food", "event": "unknownEvent" }, { "name": "myrtille", "quantity": "une grosse poignée", "type": "food", "event": "unknownEvent" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "framboises", "quantity": "une poign\u00e9e", "cookingMethod": "\u00e9minc\u00e9", "type": "food", "event": "unknownEvent" }, { "name": "myrtille", "quantity": "une grosse poign\u00e9e", "type": "food", "event": "unknownEvent" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'framboises', 'quantity': 'une poignée', 'cookingMethod': 'émincé', 'type': 'food', 'event': 'unknownEvent'}, {'name': 'myrtille', 'quantity': 'une grosse poignée', 'type': 'food', 'event': 'unknownEvent'}], 'cost': 0.10511999999999999} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'framboises', 'quantity': 'une poignée', 'cookingMethod': 'émincé', '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 '% framboise %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Framboise - framboise - crue - - 0 - - - CIQ#7280d91486e81423f093755b8393d6e3 Framboises - framboise - - - 6163 - - - KCA#af14cef6a278c504481858ea3011b600 Jus de Framboise - ju de framboise - - - 169 - - - KCA#d7d72303dac8b25295ae812af56e6b38 Nectar de Framboise - nectar de framboise - - - 48 - - - KCA#90fa95e15778519e52434a8bf9cd75b5 Brioche aux Framboises - brioche au framboise - - - 17 - - - KCA#8e2dc2bf93d3540cdc397a59bb389ffd Mulatres aux Framboises - mulatre au framboise - - - 2 - - - KCA#f13ff07b309e64315ed6b8f8b2548b68 Jus de Pêche et Framboise - ju de peche framboise - - - 119 - - - KCA#58f2808a3d83a05541bb1fba5ba32da5 Yaourt Activia Framboise - yaourt activia framboise - - - 325 - - - KCA#f35f17730d8dcf9c13a00434375deb28 Verrine Mangue et Framboise - verrine mangue framboise - et framboise - - 0 - - - KCA#e90a3c8bb80170996c9bb5cdd1751032 Muffins Chocolat Framboises - muffin chocolat framboise - - - 22 - - - KCA#9c65203402c4f39126dbeb3f6fc457ee Riz au Lait et Compote de Framboise - riz lait compote de framboise - - - 7 - - - KCA#39be3e00f42cbc43a1759d82eb9f9622 Vacherin Glacé à Vanille et à la Framboise - vacherin glace vanille framboise - la framboise - - 0 - - - KCA#dca9781f34613ffbf5996dbe704cc080 ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'myrtille', 'quantity': 'une grosse poignée', '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 '% myrtille %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Myrtille - myrtille - crue - - 0 - - - CIQ#ffc0468810bbc3f659ff770ef320b86e Tarte aux Myrtilles - tarte au myrtille - aux myrtilles - - 0 - - - KCA#3bfa571d2389b04a54b69ea18dfaee1d Muffin, aux Myrtilles ou au Chocolat - muffin au myrtille ou chocolat - - - 134 - - - KCA#05cd9c979ff387db33227bf459139885 Confiture de Myrtilles - confiture de myrtille - extra ou classique - - 0 - - - CIQ#6fafaf70d20aef30be6e54d58fe9c169 Porridge aux Poires Pochées et Myrtilles - porridge au poire pochee myrtille - - - 273 - - - KCA#7811c01dac01085f7e84eceadffdb9b8 ---------------------------------------------------- ERROR: Wrong quantity: '2 gros poigne' ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': 'Une poignée de framboises émincé et une grosse poignée de myrtille.', 'model': 'mistral-large-2411', 'imagePath': '', 'intents': ['Identify food and beverage consumption or declaration'], 'solutions': {'nutrition': [{'name': 'Framboise', 'normName': ' framboise ', 'comment': 'crue', 'normComment': ' crue ', 'rank': 0, 'id': 'CIQ#7280d91486e81423f093755b8393d6e3', 'quantity': 'une poignée', 'quantityLem': '1 poigne', 'pack': ['FRB.w40'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}, {'name': 'Myrtille', 'normName': ' myrtille ', 'comment': 'crue', 'normComment': ' crue ', 'rank': 0, 'id': 'CIQ#ffc0468810bbc3f659ff770ef320b86e', 'quantity': 'une grosse poignée', 'quantityLem': '1 gros poigne', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 13.53409218788147} ---------------------------------------------------------------------------------- LLM CPU Time: 13.53409218788147