Input path: /home/debian/html/nutritwin/output_llm/666179c702d8f/input.json Output path: /home/debian/html/nutritwin/output_llm/666179c702d8f/output.json Input text: est-ce que je peux boire un coca par jour 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: est-ce que je peux boire un coca par jour ================================================================================================================================== ==================================== Prompt ============================================= Identify in this list of intents: ["Identify food consumption or declaration", "Identify the user physical activity", "Answer a nutrition question", "Other intent"], the intents of the prompt: ###est-ce que je peux boire un coca par jour###. Format the result in JSON format: {intents: []}. ========================================================================================= ------------------------------ LLM Raw response ----------------------------- ```json { "intents": ["Answer a nutrition question"] } ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json { "intents": ["Answer a nutrition question"] } ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ { "intents": ["Answer a nutrition question"]} ---------------------------------------------------------------------- ==================================== Prompt ============================================= Convert this natural language query : """est-ce que je peux boire un coca par jour""" into an array in JSON of consumed foods and beverages. Provide a solution without explanation. Use only the 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 drink identifier, the name should not contain information related to quantity or container (like glass...). The cooking mode is not in the name. When the brand is very well-known (ex: Activia, Coca-Cola), the name is equal to the brand. Keep the same language"@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 examples in french: '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. Keep the same language"@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 'brand' is not specified and, the food or beverage is very well-known (like 'Coca-Cola'), provide the brand name in 'brand', otherwise set 'brand' to ''."@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. """ ========================================================================================= ------------------------------ LLM Raw response ----------------------------- ```json [ { "name": "Coca-Cola", "quantity": "un", "type": "beverage", "event": "intent" } ] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ { "name": "Coca-Cola", "quantity": "un", "type": "beverage", "event": "intent" } ] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "Coca-Cola", "quantity": "un", "type": "beverage", "event": "intent" }] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'Coca-Cola', 'quantity': 'un', 'type': 'beverage', 'event': 'intent'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'Coca-Cola', 'quantity': 'un', 'type': 'beverage', 'event': 'intent'} 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 '% coca cola %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) Second 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_NormAggr LIKE '% coca cola %' AND V_NormTrademark LIKE '%%' ------------- Found solution (max 20) -------------- Re - re - - The Coca-Cola Company - 0 - 5038862239288 - - OFF#ee2a18c418f91ac2ff8909dc8b55c0df Soda - soda - - The Coca-Cola Company - 0 - 5000112609608 - 5000112609608 - OFF#13d7eb865ddc60c5bc7c14a3060ce9c7 Nalu - nalu - - The Coca-Cola Company - 0 - 5449000067456 - 5449000067456 - OFF#64d634ac7ff85b6ca293a064f28acd22 Coke - coke - - The Coca-Cola Company - 0 - 0088009110418 - - OFF#76403b9d994d82c2be499a14744248e6 Soda - soda - - The Coca-Cola Company - 0 - 5000112634761 - 5000112609608 - OFF#9d35d64bcebd2b1370bfdf4368c60ef5 Oasis - oasi - - The Coca-Cola Company - 0 - 0067311028338 - 0067311028338 - OFF#7b6ea2cc74388b6944bb9c817090f014 Fanta - fanta - - The Coca-Cola Company - 0 - 5000112659610 - 5000112659610 - OFF#2cd1c5dbccdccbd27f3c2968316989e8 Pulpy - pulpy - - The Coca-Cola Company - 0 - 5449000187536 - 5449000187536 - OFF#df121a2c8d50fce4b04d334e588d6473 Hawai - hawai - - The Coca-Cola Company - 0 - 54492103 - 54492103 - OFF#937b7ea871c1aadb6dc94a39c9417c7f Pomme - pomme - - The Coca-Cola Company - 0 - 9049000000017 - 9049000000017 - OFF#9bda3a93fb4635862d85dc12c0918f11 Oasis - oasi - - The Coca-Cola Company - 0 - 3124480100016 - 0067311028338 - OFF#94676babf8c4ea09d718964e411cba0d Oasis - oasi - - The Coca-Cola Company - 0 - 3124480177933 - 0067311028338 - OFF#b6b336cfef262e651943b5153b4e8e55 Oasis - oasi - - The Coca-Cola Company - 0 - 3124480234902 - 0067311028338 - OFF#d990513612cee647478cbfc3baab8863 Oasis - oasi - - The Coca-Cola Company - 0 - 3287951350195 - 0067311028338 - OFF#c3251862c26d5d7a3eb818949d0c282b Fanta - fanta - - The Coca-Cola Company - 0 - 5449000188526 - 5000112659610 - OFF#0fd97675ce300bfe48474ff5edcf7968 Fanta - fanta - - The Coca-Cola Company - 0 - 5449000000088 - 5000112659610 - OFF#e5a76692fd965e23be7ab28249ac41c3 Fanta - fanta - - The Coca-Cola Company - 0 - 90495090 - 5000112659610 - OFF#9a30c250f1976a057baa7a14c0304c3f Orange - orange - - The Coca-Cola Company - 0 - 15006646 - 15006646 - OFF#591a1bcd3a19cad7aa20128bd334822f Sprite - sprite - - The Coca-Cola Company - 0 - 2000000003785 - 2000000003785 - OFF#58082d044c60911a5141cb842d889bfe So Mix - so mi - - The Coca-Cola Company - 0 - 3274661100592 - 3274661100592 - OFF#6cfdc89d235c2825655c8b24f52ff4fc ---------------------------------------------------- VX1,BI4,VA2,VA3,GOB ==================================== Prompt ============================================= Here is all known information: For "Re", here are the nutrition values: name: Re GTIN: 5038862239288 brand: The Coca-Cola Company calorie: 45.0Kcal per 100ml reference volume for a unity: 200ml salt: 0.01g per 100ml sugar: 9.0g per 100ml NutriScore: E EcoScore: E allergens: none allergen traces: none data source: Open Food Facts Answer in less than 50 words to this question with a short explanation if needed: "est-ce que je peux boire un coca par jour" " + "Mention the data source in the response if it exists. The answer must be in the same language than the question ========================================================================================= ------------------------------ LLM Raw response ----------------------------- Boire un Coca par jour n'est pas recommandé en raison de sa haute teneur en sucre et calories, ce qui peut nuire à la santé. Source: Open Food Facts. ----------------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': "Boire un Coca par jour n'est pas recommandé en raison de sa haute teneur en sucre et calories, ce qui peut nuire à la santé. Source: Open Food Facts.", 'cost': 0.0} -------------------------------------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': 'est-ce que je peux boire un coca par jour', 'intents': ['Answer a nutrition question'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Re', 'normName': ' re ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#ee2a18c418f91ac2ff8909dc8b55c0df', 'quantity': 'un', 'quantityLem': '1', 'pack': ['VX1', 'BI4', 'VA2', 'VA3', 'GOB'], 'type': 'beverage', 'gtin': '5038862239288', 'gtinRef': '', 'brand': 'The Coca-Cola Company', 'time': '', 'event': 'intent', 'serving': 'VX1-100', 'posiNormName': -1}], 'activity': [], 'response': {'type': 'text', 'data': "Boire un Coca par jour n'est pas recommandé en raison de sa haute teneur en sucre et calories, ce qui peut nuire à la santé. Source: Open Food Facts."}}, 'cputime': 5.165069341659546} ---------------------------------------------------------------------------------- LLM CPU Time: 5.165069341659546