Input path: /home/debian/html/nutritwin/output_llm/663a5492aa3f9/input.json Output path: /home/debian/html/nutritwin/output_llm/663a5492aa3f9/output.json Input text: Je marche pendant 30 minutes, combien de calories est-ce que je brûle ? 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: Je marche pendant 30 minutes, combien de calories est-ce que je brûle ? ================================================================================================================================== ==================================== 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: ###Je marche pendant 30 minutes, combien de calories est-ce que je brûle ?###. 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 : """Je marche pendant 30 minutes, combien de calories est-ce que je brûle ?""" 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 [ { "activity:name": "Marche", "activity:duration": 30, "activity:intensity": "activity:moderateLevel" } ] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ { "activity:name": "Marche", "activity:duration": 30, "activity:intensity": "activity:moderateLevel" } ] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "activity:name": "Marche", "activity:duration": 30, "activity:intensity": "activity:moderateLevel" }] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'activity:name': 'Marche', 'activity:duration': 30, 'activity:intensity': 'activity:moderateLevel'}], 'cost': 0.0} -------------------------------------------------------------------------------- Traceback (most recent call last): File "/home/debian/html/nutritwin/resources/KCALLMMainService.py", line 70, in omess = KCALLMMain.runEvent(event) ^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/debian/html/nutritwin/resources/KCALLMMain.py", line 134, in runEvent resp = KCALLMMainSpeechToData.execute(speech, image64, comment, appId, device, version, age, gender, longitude, latitude, test, llmid) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/debian/html/nutritwin/resources/KCALLMMainSpeechToData.py", line 39, in execute omess = executeLLMSingle(text, image64, comment, model) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/debian/html/nutritwin/resources/KCALLMMainSpeechToData.py", line 241, in executeLLMSingle sols = KCALLMActivityUtilities.getBestSolutions(jresult["response"], jSports) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/debian/html/nutritwin/resources/KCALLMActivityUtilities.py", line 19, in getBestSolutions nameLLM = act["name"].lower() ~~~^^^^^^^^ KeyError: 'name'