Input path: /home/debian/html/nutritwin/output_llm/68f9dc446ba7f/input.json Output path: /home/debian/html/nutritwin/output_llm/68f9dc446ba7f/output.json Input text: 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: ================================================================================================================================== Image to be analyzed: /home/debian/html/nutritwin/output_llm/68f9dc446ba7f/capture.jpg ############################################################################################## # For image extraction, pixtral-large-2411 is used # ############################################################################################## ==================================== Prompt ============================================= In the image, identify all the foods and beverages, convert them into an array of JSON with consumed foods. Ignore what it is not connected to nutrition, beverage or food. When a food or a beverage has several instances unify them on a single food or beverage and add the quantities of each. The attribute name must remain in English but the result, so the attribute value, must be in french, and only in french. Provide a solution without explanation. Use only the food & beverage 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": "pain grillé", "quantity": "deux tranches", "cookingMethod": "grillé", "type": "food", "event": "declaration" }, { "name": "confiture", "quantity": "deux cuillères", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "pain grillé", "quantity": "deux tranches", "cookingMethod": "grillé", "type": "food", "event": "declaration" }, { "name": "confiture", "quantity": "deux cuillères", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "pain grill\u00e9", "quantity": "deux tranches", "cookingMethod": "grill\u00e9", "type": "food", "event": "declaration" }, { "name": "confiture", "quantity": "deux cuill\u00e8res", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'pain grillé', 'quantity': 'deux tranches', 'cookingMethod': 'grillé', 'type': 'food', 'event': 'declaration'}, {'name': 'confiture', 'quantity': 'deux cuillères', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'pain grillé', 'quantity': 'deux tranches', 'cookingMethod': 'grillé', '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 '% pain grille %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Pain Grillé - pain grille - domestique - - 0 - - - CIQ#f4bc68c618fb825e526db4034e88b66a Pain Grillé - pain grille - tranches, au froment - - 0 - - - CIQ#757571d09ebae9a8fc2d5b62b95d7f9c Pain Grillé - pain grille - tranches, multicéréale - - 0 - - - CIQ#bd5f9abeac6543d3143eca2d3aab65e7 Pain Grillé Maison - pain grille maison - - - 6256 - - - KCA#b9dab07683e0859e176c911b9bdbd04d Pain Grillé Suédois - pain grille suedoi - - - 661 - - - KCA#6fc195a2697d1138ee97df1bbf5757c9 Pain Grillé Brioché - pain grille brioche - tranché - - 0 - - - CIQ#75994f4cf65a2113b0b5f889728b5d4b Pain Grillé au Froment - pain grille froment - - - 386 - - - KCA#4a11c32550901078e4118534d536af38 Pain Grillé Industriel - pain grille industriel - - - 66 - - - KCA#8108a4a08fa405948aa3df5cace4e67f Pain Grillé Suédois aux Fruits - pain grille suedoi au fruit - - - 0 - - - CIQ#2b72945639e466c77cd2d7187ddcaf2e Pain Grillé Suédois au Froment - pain grille suedoi froment - - - 0 - - - CIQ#b22cf8260406d96bb08df1be7c0f6f61 Pain Grillé Suédois au Blé Complet - pain grille suedoi ble complet - - - 0 - - - CIQ#e33dedcca32f179340b1000f67242f82 Pain Grillé Suédois aux Graines de Lin - pain grille suedoi au graine de lin - - - 0 - - - CIQ#aa59fbdbcd17ce5c7e9874fcb80e99ab ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'confiture', 'quantity': 'deux cuillères', '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 '% confiture %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Confiture - confiture - tout type de fruits, allégée en sucres, extra ou classique - - 53737 - - - CIQ#5f4c2ed2915b774d66dc3fdc2c79d576 Confiture Allégée - confiture allegee - - - 4771 - - - KCA#cbcbd871e5c12bc077c91127844d390d Confiture d'Abricot - confiture abricot - - - 2045 - - - KCA#bd7750e2da2d1f03f7823a609548dc4d Confiture de Fraise - confiture de fraise - extra ou classique - - 0 - - - CIQ#41b7efec1a5bddcbc9466fbd067f31bf Confiture d'Abricot - confiture abricot - extra ou classique - - 0 - - - CIQ#7f8af9147bbf56bdfca2fb0975456e74 Confiture de Myrtilles - confiture de myrtille - extra ou classique - - 0 - - - CIQ#6fafaf70d20aef30be6e54d58fe9c169 Confiture ou Marmelade - confiture ou marmelade - tout type de fruits, aliment moyen - - 0 - - - CIQ#527194b244454ffd3017dcaf9dc444fc Confiture ou Marmelade - confiture ou marmelade - tout type de fruits, teneur en sucre inconnue, aliment moyen - - 0 - - - CIQ#434fd1ed6d1ba3c29f3b281690f82147 Beignet à la Confiture - beignet confiture - - - 75 - - - CIQ#0cd55080bb8acc3682b2ca6955d19cfc Barquette à la Confiture - barquette confiture - - - 235 - - - KCA#2f3f3900e6eb51f51bb41804692824c8 Tartine de Confiture - tartine de confiture - de confiture - - 0 - - - KCA#6c5c28a4f42a6ca22e6e6d39dc7c28dc Baguette Beurre Confiture - baguette beurre confiture - - - 5301 - - - KCA#d399b90a645a52039b2f409debeaa686 Tarte Alsacienne à la Confiture - tarte alsacienne confiture - la confiture - - 0 - - - KCA#7b9ea702be358c77c2fbe92bde53ae9d ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/68f9dc446ba7f/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Pain Grillé', 'normName': ' pain grille ', 'comment': 'domestique', 'normComment': ' domestique ', 'rank': 0, 'id': 'CIQ#f4bc68c618fb825e526db4034e88b66a', 'quantity': 'deux tranches', 'quantityLem': '2 tranche', 'pack': ['TPA.w30'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'TPA-200', 'posiNormName': 0}, {'name': 'Confiture', 'normName': ' confiture ', 'comment': 'tout type de fruits, allégée en sucres, extra ou classique', 'normComment': ' tout type de fruit allegee en sucre extra ou classique ', 'rank': 53737, 'id': 'CIQ#5f4c2ed2915b774d66dc3fdc2c79d576', 'quantity': 'deux cuillères', 'quantityLem': '2 cuillere', 'pack': ['CCL.w6', 'CSL.w20'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'CCL-200', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 3.1393911838531494} ---------------------------------------------------------------------------------- LLM CPU Time: 3.1393911838531494