Input path: /home/debian/html/nutritwin/output_llm/67c2f7b0336ee/input.json Output path: /home/debian/html/nutritwin/output_llm/67c2f7b0336ee/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/67c2f7b0336ee/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": "crème dessert", "quantity": "un pot", "type": "food", "event": "unknownEvent", "brand": "Riche en protéines", "timeOfTheDay": "snacking" }, { "name": "chocolat", "quantity": "une portion", "type": "food", "event": "unknownEvent", "timeOfTheDay": "snacking" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "crème dessert", "quantity": "un pot", "type": "food", "event": "unknownEvent", "brand": "Riche en protéines", "timeOfTheDay": "snacking" }, { "name": "chocolat", "quantity": "une portion", "type": "food", "event": "unknownEvent", "timeOfTheDay": "snacking" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "cr\u00e8me dessert", "quantity": "un pot", "type": "food", "event": "unknownEvent", "brand": "Riche en prot\u00e9ines", "timeOfTheDay": "snacking" }, { "name": "chocolat", "quantity": "une portion", "type": "food", "event": "unknownEvent", "timeOfTheDay": "snacking" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'crème dessert', 'quantity': 'un pot', 'type': 'food', 'event': 'unknownEvent', 'brand': 'Riche en protéines', 'timeOfTheDay': 'snacking'}, {'name': 'chocolat', 'quantity': 'une portion', 'type': 'food', 'event': 'unknownEvent', 'timeOfTheDay': 'snacking'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'crème dessert', 'quantity': 'un pot', 'type': 'food', 'event': 'unknownEvent', 'brand': 'Riche en protéines', 'timeOfTheDay': 'snacking'} 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 '% creme dessert %' AND V_NormTrademark LIKE '%riche en proteines%' --> CPU time in DB: 0.1151 seconds Word: Crème Dessert - dist: 0.36697322130203247 - row: 4417 Word: Crème Dessert Chocolatcc - dist: 0.4676501750946045 - row: 52054 Word: Crème Dessert au Chocolat - dist: 0.47690385580062866 - row: 4420 Word: Crème Dessert au Caramel - dist: 0.4797331690788269 - row: 1154 Word: Crème Dessert au Café - dist: 0.4841312766075134 - row: 1163 Found embedding word: Crème Dessert 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 = 'Crème Dessert' ------------- Found solution (max 20) -------------- Crème Dessert - creme dessert - - Danone - 0 - 3033491376979 - 3033491376979 - OFF#3ccd8e364fef2cf9bba6b6983dc5f36f Crème Dessert - creme dessert - - Les Mousquetaires - 0 - 3250392197650 - 3250392197650 - OFF#68788f907807e8f5b2fd22f884c71cca Crème Dessert - creme dessert - - Cora - 0 - 3257983927764 - 3257983927764 - OFF#ab1f9ce5a0ef9ac33ccd376a033e147e Crème Dessert - creme dessert - - Leader Price - 0 - 3263850993213 - 3263850993213 - OFF#2325ff3a3fea2542231330fe43bafd71 Crème Dessert - creme dessert - - Compagnie des fromages & RichesMonts - 0 - 3451790286681 - 3451790286681 - OFF#364b09e930e4d072e35da67d583ad0a9 Crème Dessert - creme dessert - - Carrefour - 0 - 3560071098629 - 3560071098629 - OFF#e6f35a415ecd2e730f867e49d2677460 Crème Dessert - creme dessert - - Delhaize - 0 - 5400119562416 - 5400119562416 - OFF#5178e836801ade4b23161d0d5958526d Crème Dessert - creme dessert - - Coop - 0 - 8001120789815 - 8001120789815 - OFF#33e5ccc9507a64890153876e668fcff1 Crème Dessert - creme dessert - - Leader Price - 0 - 3263859640125 - 3263850993213 - OFF#cc945f72218581982c2ceee8b798e101 Crème Dessert - creme dessert - - Leader Price - 0 - 3291330000489 - 3263850993213 - OFF#5bb3cae3ceb21b77fde97c634eaecfae Crème Dessert - creme dessert - allégée en MG - - 0 - - - CIQ#8fe86c58d5dc87c9462eb0352906d409 Crème Dessert - creme dessert - aliment moyen - - 0 - - - CIQ#dbdfaad3965dae94b66e6fbda0a88fb6 Crème Dessert - creme dessert - aliment moyen - - 0 - - - CIQ#dbdfaad3965dae94b66e6fbda0a88fb6 Crème Dessert - creme dessert - ou, aliment moyen - - 0 - - - CIQ#8847a8a965102f9c766313330b309171 ---------------------------------------------------- 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 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 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 ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'chocolat', 'quantity': 'une portion', 'type': 'food', 'event': 'unknownEvent', 'timeOfTheDay': 'snacking'} 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 '% chocolat %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Chocolat - chocolat - en tablette, aliment moyen - - 0 - - - CIQ#ce78d6e2da46a5b975cfe742e849374c Chocolat au Lait - chocolat lait - - - 17100 - - - KCA#7a8849f6f600e38254b01cd2dcb2e2eb Chocolat à l'Eau - chocolat eau - - - 853 - - - KCA#31815811896ede162223a8bb59e9dc11 Chocolat au Lait - chocolat lait - tablette - - 0 - - - CIQ#0c766e8e90e26098e79738866cacd819 Chocolat au Lait - chocolat lait - aux Céréales croustillantes - - 2056 - - - KCA#f5d4edabe0f965da0f72bcc4c5dfb4c2 Chocolat Liégeois - chocolat liegeoi - - - 116 - - - KCA#3a4aab213a2571bd6870873db5260b98 Chocolat en Poudre - chocolat en poudre - - - 624 - - - KCA#cff72918732e66361d144848bd6d76cd Chocolat en Poudre - chocolat en poudre - et lait demi écrémé - - 9752 - - - KCA#04fe986b8c7c6d36b63cbd16492b7712 Chocolat Noir à Croquer - chocolat noir croquer - - - 18834 - - - KCA#9b500c08695e76b67b18e2fa08773333 Chocolat Noir Noisettes - chocolat noir noisette - - - 1875 - - - KCA#49fc5b19d990e357f20d1160e7d62f54 Chocolat Noir Dégustation - chocolat noir degustation - 70% Cacao - - 7359 - - - KCA#0268c0bb7380b1456496d668269e3ff4 Chocolat Noir Dégustation - chocolat noir degustation - 70% Cacao sans sucre ajouté - - 1221 - - - KCA#34b04a8e141eece15dc24eb779ae71ef Chocolat Noir aux Fruits Secs - chocolat noir au fruit sec - noisettes, amandes, raisins, praline, tablette - - 0 - - - CIQ#2ebd03c0dd9aab3bfb07ac8958b5239c Chocolat Noir à 70% Cacao Minimum - chocolat noir 70% cacao minimum - extra, dégustation, tablette - - 0 - - - CIQ#fece0a5a54ed327de64a617f20b78b6c Chocolat Noir sans Sucres Ajoutés - chocolat noir san sucre ajoute - avec édulcorants, en tablette - - 0 - - - CIQ#3cece312c84cb7ddd4bcc80edf31a153 Chocolat au Lait sans Sucres Ajoutés - chocolat lait san sucre ajoute - avec édulcorants, tablette - - 0 - - - CIQ#09bc5fef8a8b1113265bb2a0ddc95b2f Pain au Chocolat - pain chocolat - - - 8865 - - - CIQ#aa621dd97d922a7b28ca0ee09aed7449 Pain au Chocolat Feuilleté - pain chocolat feuillete - artisanal - - 0 - - - CIQ#bd38d8f7658a11f0a504009aaaa44ead Crème au Chocolat - creme chocolat - - - 210 - - - KCA#bcc59e88e7d8f6babecc21c8b7e622aa Sauce au Chocolat - sauce chocolat - - - 0 - - - CIQ#499da9cecdcb14e8c3264dd25833827c ---------------------------------------------------- ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/67c2f7b0336ee/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Crème Dessert', 'normName': ' creme dessert ', 'comment': 'allégée en MG', 'normComment': ' allegee en mg ', 'rank': 0, 'id': 'CIQ#8fe86c58d5dc87c9462eb0352906d409', 'quantity': 'un pot', 'quantityLem': '1 pot', 'pack': ['YA5.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'snacking', 'event': 'unknownEvent', 'serving': 'YA5-100', 'posiNormName': 0}, {'name': 'Chocolat', 'normName': ' chocolat ', 'comment': 'en tablette, aliment moyen', 'normComment': ' en tablette aliment moyen ', 'rank': 0, 'id': 'CIQ#ce78d6e2da46a5b975cfe742e849374c', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['CHO.w5'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'snacking', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 5.370887756347656} ---------------------------------------------------------------------------------- LLM CPU Time: 5.370887756347656