Input path: /home/debian/html/nutritwin/output_llm/6815009fb8975/input.json Output path: /home/debian/html/nutritwin/output_llm/6815009fb8975/output.json Input text: J'ai mangé une poignée de raisin sans pépins. 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: J'ai mangé une poignée de raisin sans pépins. ================================================================================================================================== ==================================== 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: ###J'ai mangé une poignée de raisin sans pépins.###. 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 : """J'ai mangé une poignée de raisin sans pépins.""" 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": "raisin", "quantity": "une poign\u00e9e", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "raisin", "quantity": "une poign\u00e9e", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "raisin", "quantity": "une poign\u00e9e", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'raisin', 'quantity': 'une poignée', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0978} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'raisin', 'quantity': 'une poignée', 'type': 'food', 'event': 'declaration'} 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 '% raisin %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Raisin - raisin - sec - - 3301 - - - CIQ#b4259d01a33e32c5013efafd8431d795 Raisins Secs - raisin sec - - - 0 - - - KCA#1629eba3d871ec3e0fd5431f9291bf6d Raisin Blanc - raisin blanc - à gros grain, type Italia ou Dattier, cru - - 0 - - - CIQ#2fdb7b01fab3eb180fcd7f614d97e68f Raisin Chasselas - raisin chassela - cru - - 0 - - - CIQ#540cb502316f69468904e34e0af965e3 Raisin Noir Frais - raisin noir frai - - - 768 - - - KCA#4bf363f94f08fb0f38b13e0bfb2f5857 Raisin Noir Muscat - raisin noir muscat - cru - - 0 - - - CIQ#0cec10f8c2fc25b05d0a26ab7921f852 Pain au Raisin - pain raisin - - - 1786 - - - KCA#553835be3dd8de0a372815e6d0eb7399 Jus de Raisin - ju de raisin - pur jus - - 0 - - - CIQ#17080b63b0236dd627893c70c6cfd9b6 Jus de Raisin - ju de raisin - à base de concentré - - 0 - - - CIQ#4a8a96807435d75264e1ad52cb69dcc2 Tarte au Raisin - tarte raisin - au raisin - - 0 - - - KCA#1cf2c3141d8378920fc495d980ab806e Jus de Raisin Noir et Poire - ju de raisin noir poire - - - 1 - - - KCA#df5169d83aaa4341013aefe547c854e0 Pain aux Raisins - pain au raisin - viennoiserie - - 0 - - - CIQ#9e67ae293093774fb909e93ebebbad70 Faisan aux Raisins - faisan au raisin - - - 1 - - - KCA#bcd92953f110e16e960e1b526d85d99d Pigeons aux Raisins - pigeon au raisin - - - 2 - - - KCA#a6791e0bdaf470d03ed6aa2a6d3e6248 Jus de Kiwi et Raisin Blanc - ju de kiwi raisin blanc - - - 83 - - - KCA#9afe1c1fee0f95f35bb04712f31fb9e8 Pain Avec des Raisins - pain avec de raisin - - - 313 - - - KCA#b3d22a15de728eb6fae5884093730c96 Huile de Pépins de Raisin - huile de pepin de raisin - - - 60 - - - CIQ#a8565e3927893c601646df098f444205 Pain de Seigle aux Raisins - pain de seigle au raisin - - - 267 - - - KCA#713622ef4e191b70a42bdf4313b99401 Foie de Canard aux Raisins - foie de canard au raisin - - - 7 - - - KCA#42f226eb97896c4adca6e90d2fc0f14d Gâteau de Semoule aux Raisins et Caramel - gateau de semoule au raisin caramel - - - 0 - - - CIQ#7600ca98415ad5d02089e76a9cf96f32 ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': "J'ai mangé une poignée de raisin sans pépins.", 'model': 'mistral-large-2411', 'imagePath': '', 'intents': ['Identify food and beverage consumption or declaration'], 'solutions': {'nutrition': [{'name': 'Raisin', 'normName': ' raisin ', 'comment': 'sec', 'normComment': ' sec ', 'rank': 3301, 'id': 'CIQ#b4259d01a33e32c5013efafd8431d795', 'quantity': 'une poignée', 'quantityLem': '1 poigne', 'pack': ['POG.w15'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'POG-50', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 1.481259822845459} ---------------------------------------------------------------------------------- LLM CPU Time: 1.481259822845459