Input path: /home/debian/html/nutritwin/output_llm/6634beabf15d3/input.json Output path: /home/debian/html/nutritwin/output_llm/6634beabf15d3/output.json Input text: How many calories in an apple 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 many calories in an apple ================================================================================================================================== ==================================== 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 many calories in an apple###. 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 : """How many calories in an apple""" 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 [ { "food:name": "apple", "food:quantity": "one", "food:event": "unknown" } ] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ { "food:name": "apple", "food:quantity": "one", "food:event": "unknown" } ] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "food:name": "apple", "food:quantity": "one", "food:event": "unknown" }] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'food:name': 'apple', 'food:quantity': 'one', 'food:event': 'unknown'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'apple', 'quantity': 'one', 'event': 'unknown'} 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 '% apple %' 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 '% apple %' AND V_NormTrademark LIKE '%%' ------------- Found solution (max 20) -------------- Bifidus Pomme - bifidu pomme - - Carrefour - 0 - 8431876090000 - 8431876090000 - OFF#56413ddb364da2d34c1a347836ad5ffc Cappy Jabko 03 - cappy jabko 03 - - The Coca-Cola Company - 0 - 50112234 - - OFF#e562506e1ebbd11f68a2a84e3ead779c Vanilla Bean Maple Syrup Smoothie - vanilla bean maple syrup smoothie - - Marks & Spencer - 0 - 00854467 - 00854467 - OFF#27d4eacbd9aee1189a942f5c2c2a9066 Apple Mix - apple mi - - Ferrero - 0 - 4008400605623 - 4008400605623 - OFF#ab1e1074b7f666bbe5606ba2db0507db Apple Juice - apple juice - - Andros - 0 - 3608580823292 - 3608580823292 - OFF#97dca0a26f21ae581424d75c01561fef Apple Juice - apple juice - - Coop - 0 - 5000128943772 - 5000128943772 - OFF#7ea3ef571f2942941d7edf7bc3757f2b Apple Juice - apple juice - - The Coca-Cola Company - 0 - 5038862104708 - 5038862104708 - OFF#bd12b37bfeac2d907f3ef55cc2b9aa78 Apple Mango - apple mango - - The Coca-Cola Company - 0 - 5038862130783 - 5038862130783 - OFF#0568ddebf1a7d67a94f77d2588c86c22 Apple Juice - apple juice - - The Coca-Cola Company - 0 - 5038862114509 - 5038862104708 - OFF#a13a7ce39617e82a4de51d75165df600 Apple Juice - apple juice - - The Coca-Cola Company - 0 - 5038862132503 - 5038862104708 - OFF#81b399bc40854e201c1ab04b52ac8402 Apple Cherry - apple cherry - - Capri Sun Group - 0 - 4000177210567 - 4000177210567 - OFF#2001ec5bc0d5f319529ca1c1fa8217da Apple Stollen - apple stollen - - Lidl - 0 - 20506957 - 20506957 - OFF#3cebd3406524f1120e0c70f696f2ee8e Apple Crumble - apple crumble - - Mondelez International - 0 - 7622201804787 - 7622201804787 - OFF#a9274c99f46a7ae23a3e14ed02598184 Apple Biscuits - apple biscuit - - Lidl - 0 - 20769901 - 20769901 - OFF#dbb735abf1c97e0a2f3f709e1681453b Apple Mango Juice - apple mango juice - - Coop - 0 - 5000128994064 - 5000128994064 - OFF#89b2882ee3b0ec2212e805a84bfab7d4 Apple Berry Juice - apple berry juice - - The Coca-Cola Company - 0 - 5038862132039 - 5038862132039 - OFF#e7acbdb218e81fd7bd9ba4989daf73e6 Apple Raspberry Juice - apple raspberry juice - - The Coca-Cola Company - 0 - 5038862115506 - 5038862115506 - OFF#90d868d222a55991f1614546eb2d8599 Apple Mango High Juice - apple mango high juice - - Marks & Spencer - 0 - 00710701 - 00710701 - OFF#f0f44e1a51bf6019878ce881fea0875d Apple And Cinnamon Flakes - apple and cinnamon flake - - Marks & Spencer - 0 - 00818919 - 00818919 - OFF#496204cf739779da863f6aa441390a27 Apple Raspberry Redcurrant - apple raspberry redcurrant - - PepsiCo - 0 - 5410188036862 - 5410188036862 - OFF#a20d2a35ebca2614ae2dcce005690f93 ---------------------------------------------------- ERROR: no solution for picto in the first solution GA5.w100 ==================================== Prompt ============================================= Here is all known information: For "Bifidus Pomme", here are the nutrition values: name: Bifidus Pomme GTIN: 8431876090000 brand: Carrefour calorie: 43.0Kcal per 100g reference weight for a unity: 100g salt: 0.2g per 100g sugar: 5.0g per 100g NutriScore: A EcoScore: none allergens: en:milk allergen traces: none data source: Open Food Facts Answer in less than 50 words to this question with a short explanation if needed: "How many calories in an apple" " + "Mention the data source in the response if it exists. The answer must be in the same language than the question ========================================================================================= ------------------------------ LLM Raw response ----------------------------- The information provided does not specify the calorie content of an apple, only for "Bifidus Pomme" from Carrefour. Data source: Open Food Facts. ----------------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': 'The information provided does not specify the calorie content of an apple, only for "Bifidus Pomme" from Carrefour. Data source: Open Food Facts.', 'cost': 0.0} -------------------------------------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': 'How many calories in an apple', 'intents': ['Answer a nutrition question'], 'model': 'gpt-4-0125-preview', 'solutions': {'nutrition': [{'name': 'Bifidus Pomme', 'normName': ' bifidu pomme ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#56413ddb364da2d34c1a347836ad5ffc', 'quantity': 'one', 'quantityLem': 'one', 'pack': ['GA5.w100'], 'type': '', 'gtin': '8431876090000', 'gtinRef': '8431876090000', 'brand': 'Carrefour', 'time': '', 'event': 'unknown', 'serving': '', 'posiNormName': -1}], 'activity': [], 'response': {'type': 'text', 'data': 'The information provided does not specify the calorie content of an apple, only for "Bifidus Pomme" from Carrefour. Data source: Open Food Facts.'}}, 'cputime': 5.5840983390808105} ---------------------------------------------------------------------------------- LLM CPU Time: 5.5840983390808105