Input path: /home/debian/html/nutritwin/output_llm/685fb4792d8ae/input.json Output path: /home/debian/html/nutritwin/output_llm/685fb4792d8ae/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/685fb4792d8ae/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": "poulet", "quantity": "trois tranches", "cookingMethod": "rôti", "type": "food", "event": "declaration" }, { "name": "purée", "quantity": "une portion", "type": "food", "event": "declaration" }, { "name": "carottes râpées", "quantity": "une portion", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "poulet", "quantity": "trois tranches", "cookingMethod": "rôti", "type": "food", "event": "declaration" }, { "name": "purée", "quantity": "une portion", "type": "food", "event": "declaration" }, { "name": "carottes râpées", "quantity": "une portion", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "poulet", "quantity": "trois tranches", "cookingMethod": "r\u00f4ti", "type": "food", "event": "declaration" }, { "name": "pur\u00e9e", "quantity": "une portion", "type": "food", "event": "declaration" }, { "name": "carottes r\u00e2p\u00e9es", "quantity": "une portion", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'poulet', 'quantity': 'trois tranches', 'cookingMethod': 'rôti', 'type': 'food', 'event': 'declaration'}, {'name': 'purée', 'quantity': 'une portion', 'type': 'food', 'event': 'declaration'}, {'name': 'carottes râpées', 'quantity': 'une portion', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'poulet', 'quantity': 'trois tranches', 'cookingMethod': 'rôti', '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 '% poulet %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Poulet - poulet - - - 8795 - - - KCA#2b8a36538eae9db1a126faeda234fa36 Poulet - poulet - escalope panée - - 0 - - - CIQ#bae631670e62c77d45034eff236a1db0 Poulet - poulet - croquette panée ou nuggets - - 0 - - - CIQ#d8096293142be1614c2e2d792fb0d135 Poulet - poulet - cuisse, viande et peau, cru - - 0 - - - CIQ#7de39f1b0aefe1479f456f2eeffe360d Poulet - poulet - filet, sans peau, sauté/poêlé - - 0 - - - CIQ#bdeff1663af053ba0ef4dfc523f03224 Poulet - poulet - cuisse, viande, rôti/cuit au four - - 0 - - - CIQ#2760b1ebd16b8f276e8dc49751990e69 Poulet - poulet - viande et peau, rôti/cuit au four - - 0 - - - CIQ#ea614234aa25e31d1b1bd4f1dbbbce1a Poulet - poulet - filet, sans peau, sauté/poêlé, bio - - 0 - - - CIQ#8d157895c46690cf07811470dcb92052 Poulet - poulet - cuisse, viande, bouilli/cuit à l'eau - - 0 - - - CIQ#698505f6db4f71029aeeab2e3a06e19c Poulet - poulet - manchons marinés, rôtis/cuits au four - - 0 - - - CIQ#960d39abb32cc5f3c56126dfd2e03e8f Poulet - poulet - aile, viande et peau, rôti/cuit au four - - 0 - - - CIQ#f9c58ba832cc3603548917e8084ee304 Poulet - poulet - cuisse, viande et peau, rôtie/cuite au four - - 0 - - - CIQ#124b0a1b1080244ea5c3ca52f7866c32 Poulet - poulet - poitrine, viande et peau, rôti/cuit au four - - 0 - - - CIQ#e3de333fab10eb5afe51680b6cb1d486 Poulet - poulet - cuisse, viande et peau, bouilli/cuit à l'eau - - 0 - - - CIQ#b2d906c4947a322c9b05108f5b1a0ae3 Poulet Rôti - poulet roti - - - 10622 - - - KCA#8f4155b2705cf340fe3f2777bcfbe7ea Poulet Frit - poulet frit - - - 2594 - - - KCA#dd0ae748ef0c8413ce4c89f25d8229d1 Poulet Marengo - poulet marengo - - - 57 - - - KCA#f706ed1fc95afe84c20df295d5844034 Poulet à l'Ail - poulet ail - - - 51 - - - KCA#ada607ff9b9084654b8663e6d96eaa93 Poulet au Miel - poulet miel - et salade de Fenouil et Céleri à la crème - - 43 - - - KCA#10b8495a1834253e87733dc33ffcfd80 Poulet au Curry - poulet curry - - - 1421 - - - KCA#89f6cd1b00b67266a7db24596103e009 ---------------------------------------------------- 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 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': 'purée', 'quantity': 'une portion', '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 '% puree %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Purée Gratinée - puree gratinee - - - 22 - - - KCA#f880a4bebb234ad7c233f0bca21e0f38 Purée de Céleri - puree de celeri - - - 644 - - - KCA#0b6b2f1216d627bd750cf4768fbabdfc Purée de Tomate - puree de tomate - - - 64 - - - KCA#85d33ede4d716a9cdfe18fb5ff2aa38a Purée de Marron - puree de marron - - - 45 - - - KCA#b566ca1956b609eb13eb9abfed8408c3 Purée de Pommes - puree de pomme - type "compote sans sucres ajoutés - - 0 - - - CIQ#5a979625c9056bf32a0fad9e4d7f29bf Purée de Fruits - puree de fruit - tout type de fruits, type "compote sans sucres ajoutés - - 0 - - - CIQ#868afd39025fce7dbe7cdd7b8180579b Purée de Potiron - puree de potiron - - - 474 - - - KCA#a530f4909bba07941d57ea667726259d Purée de Brocolis - puree de brocoli - - - 462 - - - KCA#0997f21641b0a965f425a2eeed3e672d Purée au Mascarpone - puree mascarpone - - - 13 - - - KCA#8ef7f73cf9c53674505f9eff771e38a9 Purée de Petits Pois - puree de petit poi - - - 87 - - - KCA#24e05443f69122ac730ba1308a049845 Purée de Céleri-rave - puree de celeri rave - - - 75 - - - KCA#ba14e52d838ee473e3a5cece51c17332 Purée de Pomme de Terre - puree de pomme de terre - - - 5655 - - - KCA#9b4074d3ebe35653a27d00a338c7c245 Purée de Haricots Verts - puree de haricot vert - - - 32 - - - KCA#53cb0275faf96a7122d34fc8d19ad23d Purée Rose aux Salsifis - puree rose au salsifi - - - 2 - - - KCA#a084b1cfbce4af12c6fa3fa6e48f4e08 Purée de Tomate au Basilic - puree de tomate basilic - - - 29 - - - KCA#04648cc2d8d08621e97f44cd26f33635 Purée Rustique de Rutabaga - puree rustique de rutabaga - au piment et aux herbes - - 1 - - - KCA#79371e21753dd8f4248696981cc5306c Purée d'Epinards à la Crème - puree epinard creme - - - 43 - - - KCA#5ad4feeb696a25452e1f664522dd253c Purée de Pomme de Terre Surgelée - puree de pomme de terre surgelee - - - 4 - - - KCA#2429e8eb21168cf6662bb23015f8a896 Purée de Pomme de Terre et Céleri - puree de pomme de terre celeri - - - 13 - - - KCA#e745dab6fd4da45fece548f1db8d703f Purée de Courgettes Pomme de Terre - puree de courgette pomme de terre - - - 96 - - - KCA#33431af664194d56f5845a8d1fa010a9 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'carottes râpées', 'quantity': 'une portion', '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 '% carotte rapee %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Carottes Rapées - carotte rapee - - - 11844 - - - KCA#5bab4982631307ce183c664c08e55546 Carottes Rapées - carotte rapee - à l'Orange - - 32 - - - KCA#73ce70cd5efc3dc60888616fadfd35af Carottes Râpées Nature - carotte rapee nature - - - 1074 - - - KCA#08362e84e9b96863e50aef4a65b95bf4 Carotte Râpée à la Vinaigrette - carotte rapee vinaigrette - - - 1371 - - - KCA#550aab930f59f61f6d4b015c1f19f2a7 ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/685fb4792d8ae/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Poulet', 'normName': ' poulet ', 'comment': '', 'normComment': '', 'rank': 8795, 'id': 'KCA#2b8a36538eae9db1a126faeda234fa36', 'quantity': 'trois tranches', 'quantityLem': '3 tranche', 'pack': ['POU.w100', 'CUI.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Purée Gratinée', 'normName': ' puree gratinee ', 'comment': '', 'normComment': '', 'rank': 22, 'id': 'KCA#f880a4bebb234ad7c233f0bca21e0f38', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['NOU.k195'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'NOU-100', 'posiNormName': 0}, {'name': 'Carottes Rapées', 'normName': ' carotte rapee ', 'comment': '', 'normComment': '', 'rank': 11844, 'id': 'KCA#5bab4982631307ce183c664c08e55546', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['APL.w150', 'BA1.w150.p2'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'APL-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 2.7427947521209717} ---------------------------------------------------------------------------------- LLM CPU Time: 2.7427947521209717