Input path: /home/debian/html/nutritwin/output_llm/679b681dbb542/input.json Output path: /home/debian/html/nutritwin/output_llm/679b681dbb542/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/679b681dbb542/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": "crevette", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "avocat", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "pamplemousse", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "cœur de palmier", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "crevette", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "avocat", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "pamplemousse", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "cœur de palmier", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "crevette", "quantity": "plusieurs", "type": "food", "event": "declaration" }, { "name": "avocat", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "pamplemousse", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" }, { "name": "c\u0153ur de palmier", "quantity": "plusieurs morceaux", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'crevette', 'quantity': 'plusieurs', 'type': 'food', 'event': 'declaration'}, {'name': 'avocat', 'quantity': 'plusieurs morceaux', 'type': 'food', 'event': 'declaration'}, {'name': 'pamplemousse', 'quantity': 'plusieurs morceaux', 'type': 'food', 'event': 'declaration'}, {'name': 'cœur de palmier', 'quantity': 'plusieurs morceaux', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'crevette', 'quantity': 'plusieurs', '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 '% crevette %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Crevette - crevette - - - 0 - - - CIQ#ee3181f793a3ceeca9a1733d1c6f5e00 Crevette - crevette - surgelée, crue - - 0 - - - CIQ#6d2d0fd551b07525a734c3be38c58c75 Crevettes - crevette - - - 5186 - - - KCA#ee3181f793a3ceeca9a1733d1c6f5e00 Crevette Grise - crevette grise - - - 433 - - - CIQ#af30120ef573ec8aede30e6b213fe758 Crevettes Grises - crevette grise - - - 0 - - - KCA#af30120ef573ec8aede30e6b213fe758 Crevettes à l'Ail - crevette ail - - - 272 - - - KCA#389982139f3c9db8da023e6c0f7cc746 Crevettes à la Crème - crevette creme - - - 27 - - - KCA#bfbdc4ace22227cc6387b0bafb765223 Crevettes Roses Cuites - crevette rose cuite - - - 3801 - - - KCA#c3307aae6d15a410f53cb6231bfbdf2f Crevette Tigres Cuites - crevette tigre cuite - - - 111 - - - KCA#22b00200ebc6bdb6126eccfb37d61230 Crevettes Grises Chaudes - crevette grise chaude - - - 13 - - - KCA#51c0cd81b22cbdcec612fc401b832b96 Crevettes au Poivre Vert - crevette poivre vert - - - 9 - - - KCA#f3c409dc445bb2af4a5c8aaf00f658a8 Crevettes à la Mayonnaise - crevette mayonnaise - - - 53 - - - KCA#008a9811e12a43807907909aad094d60 Crevettes Sautées au Basilic - crevette sautee basilic - - - 286 - - - KCA#717c940acdb428fe12f9aabee135b0b0 Crevettes au Sel et au Poivre - crevette sel poivre - - - 222 - - - KCA#1dceefb0b76c3e190bcc60f6940c2954 Sushi Crevette - sushi crevette - sushi crevette - - 0 - - - KCA#e6ea0415e3560f332701361113c4066c Chips de Crevette - chip de crevette - - - 1 - - - CIQ#a5f0b02c741a004abc8b4dd1d7ba4ebf Bisque de Crevettes - bisque de crevette - - - 21 - - - KCA#ad6250e29a9857cb7b7046c6cc0fd507 Avocats aux Crevettes - avocat au crevette - - - 195 - - - KCA#5dcdeb94d09030bfe9f4f6ecb11c25c9 Beignet de Crevette - beignet de crevette - - - 689 - - - CIQ#552ced2661e401c403a26ae004706991 Bouquet de Crevettes - bouquet de crevette - - - 16 - - - KCA#7560436c93e26ab4c3197733213a010e ---------------------------------------------------- ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'avocat', 'quantity': 'plusieurs morceaux', '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 '% avocat %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Avocat - avocat - pulpe, cru - - 18525 - - - CIQ#4c9a17da72301fbf9c8312ed66633aff Avocats au Crabe - avocat crabe - - - 225 - - - KCA#4c24d976226e28c5fa9ee50881e6d3bf Avocats en Turban - avocat en turban - - - 5 - - - KCA#d07f7eda1b5eeb0ad897f6ea371aeb54 Avocats en Cocktail - avocat en cocktail - - - 62 - - - KCA#eb6912896511d3f749c980b5d55dce23 Avocats aux Crevettes - avocat au crevette - - - 195 - - - KCA#5dcdeb94d09030bfe9f4f6ecb11c25c9 Avocats à la Macédoine - avocat macedoine - - - 38 - - - KCA#57a72ef4b64fb5a3ebc331e7d25d6074 Riz à l'Avocat et au Wasabi - riz avocat wasabi - - - 14 - - - KCA#573ba2a186eadbe23f8a9572bc99f30e Maki Avocat - maki avocat - - - 272 - - - KCA#1e70f3c558729c7ee7ccbe10af55eac6 Huile d'Avocat - huile avocat - - - 0 - - - CIQ#36fd72607444ab90dea2188e2918dfc3 Maki Saumon Avocat - maki saumon avocat - - - 861 - - - KCA#725e4073ccaee17f4a77ab78eb5b90a5 Salade de Tomates à l'Avocat - salade de tomate avocat - et bouchées aux Lentilles rouges - - 132 - - - KCA#c7116cef4371b5b219a958c0c872dfb6 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'pamplemousse', 'quantity': 'plusieurs morceaux', '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 '% pamplemousse %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Pamplemousse - pamplemousse - - - 7320 - - - KCA#1e7b1c6d9400aebd37436d08bdcea40f Pamplemousses Glacés - pamplemousse glace - - - 0 - - - KCA#26d9a127a9bd029aee5e14ed0700bc75 Pamplemousse au Sirop - pamplemousse sirop - - - 33 - - - KCA#8b583fb4c78894d920e7ff861ccaeaf5 Pamplemousses Grillés - pamplemousse grille - - - 0 - - - KCA#9acb1c552d38fd19dada4c29ad30bf67 Pamplemousses au Crabe - pamplemousse crabe - - - 27 - - - KCA#7c3942623d3bb0ddbbcc259c7d6cdd43 Pamplemousses en Salade - pamplemousse en salade - - - 38 - - - KCA#a9d65b51be23d49f287a3be91371d2ef Pamplemousses en Soufflé - pamplemousse en souffle - - - 2 - - - KCA#4d88ca8817ace404aa2dc5821e63115d Jus de Pamplemousse - ju de pamplemousse - - - 4507 - - - KCA#2592b9ea100dac142a692636cf827a58 Jus de Pamplemousse - ju de pamplemousse - pomelo, pur jus - - 0 - - - CIQ#5674642588aa39abaeb983844045cfbe Jus de Pamplemousse - ju de pamplemousse - pomélo, à base de concentré - - 0 - - - CIQ#8cdcc341da6c654a85bb9a7b62e16a42 Glace au Pamplemousse - glace pamplemousse - - - 15 - - - KCA#ce641275780c9de6b5bad7b9b834534b Jus de Pamplemousse et Orange Sanguine - ju de pamplemousse orange sanguine - - - 44 - - - KCA#62b6b53e3a59a758869b219036543fe9 Zeste de Pamplemousse Confit - zeste de pamplemousse confit - pamplemousse confit - - 0 - - - KCA#42fdb453e7ed7d207cc335de911f4b9b Jus Orange Pamplemousse Pressés - ju orange pamplemousse presse - - - 517 - - - KCA#e606e760b12355e0cc070fbf069b4261 Jus de Mangue et Pamplemousse - ju de mangue pamplemousse - - - 10 - - - KCA#9ac940bd81ba8e0345dead555bf30bd6 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'cœur de palmier', 'quantity': 'plusieurs morceaux', '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 '% coeur de palmier %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) --> CPU time in DB: 0.1199 seconds Word: Coeur de Palmier - dist: 0.3720155954360962 - row: 691 Word: Coeurs de Palmier - dist: 0.4154512882232666 - row: 7392 Word: Coeurs de Palmiers - dist: 0.45295450091362 - row: 6472 Word: Coeur de Palmier Sauvage - dist: 0.4648076593875885 - row: 28579 Word: Coeurs de Palmier Entier - dist: 0.48482948541641235 - row: 28396 Found embedding word: Coeur de Palmier Second try (embedded): 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_Name = 'Coeur de Palmier' ------------- Found solution (max 20) -------------- Coeur de Palmier - coeur de palmier - - U - 0 - 3256225718856 - 3256225718856 - OFF#a734164222b5192d66d8392378c8050a ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/679b681dbb542/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Crevette', 'normName': ' crevette ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'CIQ#ee3181f793a3ceeca9a1733d1c6f5e00', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['CRE.w120'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Avocat', 'normName': ' avocat ', 'comment': 'pulpe, cru', 'normComment': ' pulpe cru ', 'rank': 18525, 'id': 'CIQ#4c9a17da72301fbf9c8312ed66633aff', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['AVO.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Pamplemousse', 'normName': ' pamplemousse ', 'comment': '', 'normComment': '', 'rank': 7320, 'id': 'KCA#1e7b1c6d9400aebd37436d08bdcea40f', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['ORA.w400'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Coeur de Palmier', 'normName': ' coeur de palmier ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#a734164222b5192d66d8392378c8050a', 'quantity': 'plusieurs morceaux', 'quantityLem': 'plusieur morceau', 'pack': ['TIN.w440'], 'type': 'food', 'gtin': '3256225718856', 'gtinRef': '3256225718856', 'brand': 'U', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 5.464526414871216} ---------------------------------------------------------------------------------- LLM CPU Time: 5.464526414871216