Input path: /home/debian/html/nutritwin/output_llm/663a4a8c81a9d/input.json Output path: /home/debian/html/nutritwin/output_llm/663a4a8c81a9d/output.json Input text: How does exercise affect my daily calorie needs? 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: How does exercise affect my daily calorie needs? ================================================================================================================================== ==================================== 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: ###How does exercise affect my daily calorie needs?###. Format the result in JSON format: {intents: []}. ========================================================================================= ------------------------------ LLM Raw response ----------------------------- ```json { "intents": ["Identify the user physical activity", "Answer a nutrition question"] } ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json { "intents": ["Identify the user physical activity", "Answer a nutrition question"] } ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ { "intents": ["Identify the user physical activity", "Answer a nutrition question"]} ---------------------------------------------------------------------- ==================================== Prompt ============================================= Convert this natural language query : """How does exercise affect my daily calorie needs?""" into an array in JSON of sport or physical activities. Provide a solution without explanation. Use only the ontology described in this RDF model: """ @prefix activity: . @prefix rdfs: . @prefix xsd: . @prefix owl: . @prefix prov: . activity: a owl:Ontology ; rdfs:comment "Definition of the sport and physical activity archetype"@en . activity:name a owl:DatatypeProperty; rdfs:label "name"@en; rdfs:comment "Sport or physical activity identifier, the name should not contain information related to duration. Ignore the negative action. Keep the same language"@en; rdfs:range xsd:string. # Define the enumeration class activity:EnumActivity a rdfs:Class . activity:BasketBall a activity:EnumActivity ; rdfs:label "Basket-ball is the exact name" . activity:Cyclisme a activity:EnumActivity ; rdfs:label "Cyclisme is the exact name" . activity:Boxe a activity:EnumActivity ; rdfs:label "Boxe is the exact name" . activity:Danse a activity:EnumActivity ; rdfs:label "Danse is the exact name" . activity:Zumba a activity:EnumActivity ; rdfs:label "Zumba is the exact name" . activity:PlongeeSousMarine a activity:EnumActivity ; rdfs:label "Plongée sous-marine is the exact name" . activity:Escrime a activity:EnumActivity ; rdfs:label "Escrime is the exact name" . activity:Football a activity:EnumActivity ; rdfs:label "Football is the exact name" . activity:Jardinage a activity:EnumActivity ; rdfs:label "Jardinage is the exact name" . activity:Golf a activity:EnumActivity ; rdfs:label "Golf is the exact name" . activity:Gymnastique a activity:EnumActivity ; rdfs:label "Gymnastique is the exact name" . activity:Judo a activity:EnumActivity ; rdfs:label "Judo is the exact name" . activity:Karate a activity:EnumActivity ; rdfs:label "Karaté is the exact name" . activity:CordeASauter a activity:EnumActivity ; rdfs:label "Corde à sauter is the exact name" . activity:RameurDAppartement a activity:EnumActivity ; rdfs:label "Rameur d'appartement is the exact name" . activity:CourseAPied a activity:EnumActivity ; rdfs:label "Course à pied is the exact name" . activity:FaireLAmour a activity:EnumActivity ; rdfs:label "Faire l'amour is the exact name" . activity:SkiDeDescente a activity:EnumActivity ; rdfs:label "Ski de descente is the exact name" . activity:Natation a activity:EnumActivity ; rdfs:label "Natation is the exact name" . activity:Tennis a activity:EnumActivity ; rdfs:label "Tennis is the exact name" . activity:TapisDeCourse a activity:EnumActivity ; rdfs:label "Tapis de course is the exact name" . activity:SkiDeFond a activity:EnumActivity ; rdfs:label "Ski de fond is the exact name" . activity:VeloDAppartement a activity:EnumActivity ; rdfs:label "Vélo d'appartement is the exact name" . activity:Aquabiking a activity:EnumActivity ; rdfs:label "Aquabiking is the exact name" . activity:VeloElliptique a activity:EnumActivity ; rdfs:label "Vélo elliptique is the exact name" . activity:Equitation a activity:EnumActivity ; rdfs:label "Equitation is the exact name" . activity:Escalade a activity:EnumActivity ; rdfs:label "Escalade is the exact name" . activity:PatinsEnLigne a activity:EnumActivity ; rdfs:label "Patins en ligne is the exact name" . activity:TennisDeTable a activity:EnumActivity ; rdfs:label "Tennis de table is the exact name" . activity:Marche a activity:EnumActivity ; rdfs:label "Marche is the exact name" . activity:MarcheAvecUnChien a activity:EnumActivity ; rdfs:label "Marche avec un chien is the exact name" . activity:TachesMenageres a activity:EnumActivity ; rdfs:label "Tâches ménagères is the exact name" . activity:MarcheNordique a activity:EnumActivity ; rdfs:label "Marche nordique is the exact name" . activity:duration a owl:DatatypeProperty ; rdfs:label "duration"@en; rdfs:comment "The duration must be a number and must be in minute. If the duration is unknown, set duration to 0. A full day of activity is equivalent to a duration of 8 hours. A half day of activity is equivalent to a duration of 4 hours."@en; rdfs:range xsd:integer. activity:event a owl:DatatypeProperty ; rdfs:label "event"@en; rdfs:comment "Event of eating or drinking. Each must have an event"@en; rdfs:range xsd:string. activity:intent a activity:event ; rdfs:label "intent" ; rdfs:comment "When the event should happen"@en. activity:declaration a activity:event ; rdfs:label "declaration" ; rdfs:comment "When the event has already occured"@en. activity:unknownEvent a activity:event ; rdfs:label "unknown" ; rdfs:comment "When the event is unknown in the day, it is the default value"@en. activity:EnumIntensity a rdfs:Class . activity:lowLevel a activity:EnumIntensity ; rdfs:label "low" ; rdfs:comment "When the acitivity intent is low"@en. activity:moderateLevel a activity:EnumIntensity ; rdfs:label "moderate" ; rdfs:comment "When the acitivity intent is moderate"@en. activity:highLevel a activity:EnumIntensity ; rdfs:label "high" ; rdfs:comment "When the acitivity intent is high"@en. activity:intenseLevel a activity:EnumIntensity ; rdfs:label "intense" ; rdfs:comment "When the acitivity intent is intense"@en. activity:veryIntenseLevel a activity:EnumIntensity ; rdfs:label "very intense" ; rdfs:comment "When the acitivity intent is very intense"@en. activity:unknownLevel a activity:EnumIntensity ; rdfs:label "unknown" ; rdfs:comment "When the acitivity intent is unknown"@en. activity:intensity a owl:DatatypeProperty ; rdfs:label "intensity"@en; rdfs:comment "Sport or activity intensity"@en; rdfs:range activity:EnumIntensity . """ ========================================================================================= ------------------------------ LLM Raw response ----------------------------- ```json [] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [], 'cost': 0.0} -------------------------------------------------------------------------------- ==================================== Prompt ============================================= Convert this natural language query : """How does exercise affect my daily calorie needs?""" into an array in JSON of consumed foods and beverages. Provide a solution without explanation. Use only the ontology described in this 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. 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:event a owl:DatatypeProperty ; rdfs:label "event"@en; rdfs:comment "Event of eating or drinking. Each must have an event"@en; rdfs:range xsd:string. food:intent a food:event ; rdfs:label "intent" . rdfs:comment "When the event should happen"@en. food:declaration a food:event ; rdfs:label "declaration" . rdfs:comment "When the event has already occured"@en. food:unknownEvent a food:event ; rdfs:label "unknown" ; rdfs:comment "When the event is unknown in the day"@en. """ ========================================================================================= ------------------------------ LLM Raw response ----------------------------- ```json [] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [], 'cost': 0.0} -------------------------------------------------------------------------------- ==================================== Prompt ============================================= Here is all known information: Answer in less than 50 words to this question with a short explanation if needed: "How does exercise affect my daily calorie needs?" " + "Mention the data source in the response if it exists. The answer must be in the same language than the question ========================================================================================= ------------------------------ LLM Raw response ----------------------------- Exercise increases your daily calorie needs by boosting your metabolism and building muscle, which burns more calories than fat. The more intense or longer the exercise, the more calories you burn. Data source: General fitness and nutrition guidelines. ----------------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': 'Exercise increases your daily calorie needs by boosting your metabolism and building muscle, which burns more calories than fat. The more intense or longer the exercise, the more calories you burn. Data source: General fitness and nutrition guidelines.', 'cost': 0.0} -------------------------------------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': 'How does exercise affect my daily calorie needs?', 'intents': ['Identify the user physical activity', 'Answer a nutrition question'], 'model': 'gpt-4-0125-preview', 'solutions': {'nutrition': [], 'activity': [], 'response': {'type': 'text', 'data': 'Exercise increases your daily calorie needs by boosting your metabolism and building muscle, which burns more calories than fat. The more intense or longer the exercise, the more calories you burn. Data source: General fitness and nutrition guidelines.'}}, 'cputime': 9.004159212112427} ---------------------------------------------------------------------------------- LLM CPU Time: 9.004159212112427