Input path: /home/debian/html/nutritwin/output_llm/679caffcb099f/input.json Output path: /home/debian/html/nutritwin/output_llm/679caffcb099f/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/679caffcb099f/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": "steak", "quantity": "un", "cookingMethod": "grill\u00e9", "type": "food", "event": "declaration" }, { "name": "frites", "quantity": "plusieurs", "cookingMethod": "frit", "type": "food", "event": "declaration" }, { "name": "petits pois", "quantity": "une portion", "cookingMethod": "cuits", "type": "food", "event": "declaration" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "steak", "quantity": "un", "cookingMethod": "grill\u00e9", "type": "food", "event": "declaration" }, { "name": "frites", "quantity": "plusieurs", "cookingMethod": "frit", "type": "food", "event": "declaration" }, { "name": "petits pois", "quantity": "une portion", "cookingMethod": "cuits", "type": "food", "event": "declaration" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "steak", "quantity": "un", "cookingMethod": "grill\u00e9", "type": "food", "event": "declaration" }, { "name": "frites", "quantity": "plusieurs", "cookingMethod": "frit", "type": "food", "event": "declaration" }, { "name": "petits pois", "quantity": "une portion", "cookingMethod": "cuits", "type": "food", "event": "declaration" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'steak', 'quantity': 'un', 'cookingMethod': 'grillé', 'type': 'food', 'event': 'declaration'}, {'name': 'frites', 'quantity': 'plusieurs', 'cookingMethod': 'frit', 'type': 'food', 'event': 'declaration'}, {'name': 'petits pois', 'quantity': 'une portion', 'cookingMethod': 'cuits', 'type': 'food', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'steak', 'quantity': 'un', '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 '% steak %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Steak Haché - steak hache - steak haché - - 0 - - - KCA#959303ed3534b9c5c79e9cca14656f10 Steak Frites - steak frite - steak frites - - 0 - - - KCA#7b6b2abd661e1054cfba0cf998b2743f Steak Tartare - steak tartare - steak tartare - - 0 - - - KCA#29aaa8b84a31087d75f26561ccdc14d4 Steaks au Gril - steak gril - au gril - - 0 - - - KCA#3b554c54a99250dd14e7f7beb6840ea2 Steaks au Pâté - steak pate - au pâté - - 0 - - - KCA#e67f6278eeeb196770fd211ba8e39a34 Steak de Cheval - steak de cheval - de cheval - - 0 - - - KCA#fd10585bb79b2d80eefb0c7d44e76ac7 Steaks Surprise - steak surprise - steaks surprise - - 0 - - - KCA#f17c472f0893b03b661e25e337999a84 Steaks au Poivre - steak poivre - au poivre - - 0 - - - KCA#a76b8f4a99aaed361fde5a9105f170f5 Steaks à la Poêle - steak poele - la poêle - - 0 - - - KCA#baa104693789658a9dc1a26180899e95 Steaks au Raifort - steak raifort - au raifort - - 0 - - - KCA#5d6b0f4fe3d22c1d84512f5ec7375b57 Steaks au Barbecue - steak barbecue - au barbecue - - 0 - - - KCA#c86a0ddc53b32e8603d830019d5f0567 Steaks au Vermouth - steak vermouth - au vermouth - - 0 - - - KCA#1c9b93640859643010b85eb2d2f5734b Steak Haché de Veau - steak hache de veau - de veau - - 0 - - - KCA#b2ad2dc15a31de3a5e4c82f59493b374 Steak Dans la Poire - steak dan poire - la poire - - 0 - - - KCA#9469b83779e8c6f8243a8fc4d7ec1033 Steaks Sauce Persil - steak sauce persil - sauce persil - - 0 - - - KCA#6524592e1b23ceffe76c9e0ff784370d Steaks Sautés au Vin - steak saute vin - au vin - - 0 - - - KCA#3830e269f3a7cb20f83532fcaf5e9610 Steak Haché Pur Boeuf - steak hache pur boeuf - cru 5% MG - - 503 - - - KCA#938fbe35bce49b6b3be37bd88dd8dbda Steak Haché Pur Boeuf - steak hache pur boeuf - cru 15% MG - - 976 - - - KCA#c535c91b3321042c8f4db636820e9bec Steak Haché Pur Boeuf - steak hache pur boeuf - cuit 5% MG - - 346 - - - KCA#204bae7f16652a41d4ce4eb14e3b7c2a Steak Haché Pur Boeuf - steak hache pur boeuf - cru 10% MG - - 35 - - - KCA#76f5adade8613cd175ce7fe7a4571b4e ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'frites', 'quantity': 'plusieurs', 'cookingMethod': 'frit', '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 '% frite %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Frites 'Maison' - frite maison - - - 3422 - - - KCA#6ec1e15ff73bcad3fbd051039b73bfa2 Frites de Pommes de Terre - frite de pomme de terre - surgelées, en friteuse - - 16744 - - - CIQ#0c4d57d24137dff14aa6bf376be13ca2 Frites de Pommes de Terre - frite de pomme de terre - surgelées, rôties/cuites au four - - 0 - - - CIQ#571d6b6d0f633390e25650e96b014751 Frites de Pommes de Terre - frite de pomme de terre - surgelées, préfrites, pour cuisson en friteuse - - 0 - - - CIQ#21ddc69ae4c8625a72bf312be19b18c3 Frites de Pommes de Terre - frite de pomme de terre - surgelées, préfrites, pour cuisson micro-ondes - - 0 - - - CIQ#c18841fb320bbdc344009a2125172a51 Frites de Pommes de Terre - frite de pomme de terre - surgelées, préfrites, pour cuisson rôtie/ au four - - 0 - - - CIQ#2b65d7822d2029d73d7a8cdadd16e13a Frites Surgelées à Cuire au Four - frite surgelee cuire four - - - 152 - - - KCA#794e98f1683c35824e6507d3fe252634 Steak Frites - steak frite - steak frites - - 0 - - - KCA#7b6b2abd661e1054cfba0cf998b2743f Morue Frite à la Toulonnaise - morue frite toulonnaise - - - 16 - - - KCA#bd216e7cd84a2d4d1a581f9eb62190e3 Courgettes Frites - courgette frite - - - 207 - - - KCA#959d0fa787188921ad4497a575b243ab Limande Panée Frite - limande panee frite - - - 107 - - - KCA#2c105974e5192e41d62c0780e57f7604 Pomme de Terre Frites - pomme de terre frite - - - 178 - - - KCA#d9391c743d3aee9e28d0940b17624718 Pomme de Terre Frites Cuites Non Salée - pomme de terre frite cuite non salee - - - 23 - - - KCA#f19fd72e799df4bd4db76e1e319135fd Langoustine, Panée, Frite - langoustine panee frite - - - 7 - - - KCA#f3292cd52902facb04347cf1a7282593 ---------------------------------------------------- ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'petits pois', 'quantity': 'une portion', 'cookingMethod': 'cuits', '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 '% petit poi %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Petits Pois - petit poi - égouttés - - 0 - - - CIQ#9ffb5e2c01c96af228f86965c9fb948c Petits Pois - petit poi - bouillis/cuits à l'eau - - 0 - - - CIQ#dd2da67877ed7f0ac635c10b96769dfc Petits Pois Cuits - petit poi cuit - - - 111 - - - KCA#c88d8094c5c197d784f8a0c702ef9543 Petits Pois Carottes - petit poi carotte - - - 2323 - - - KCA#7ed2f2b587f72e6b7df2451c218da51e Petits Pois Surgelés - petit poi surgele - - - 68 - - - KCA#edcd10d133f428fe98f831538e4bd1a2 Petits Pois en Conserve - petit poi en conserve - - - 47 - - - KCA#3bc91a7a7d76aee0c5557fd34697de46 Petits Pois à la Menthe - petit poi menthe - - - 10 - - - KCA#d845720f926d115a4ed1800e1adb93e4 Petits Pois et Carottes - petit poi carotte - égouttés - - 0 - - - CIQ#a210ec3e8f7d4847243833333bd6b29b Petits Pois à l'Anglaise - petit poi anglaise - - - 10 - - - KCA#3a3b4f6230f5baa603089081dc138a5a Petits Pois à la Française - petit poi francaise - - - 38 - - - KCA#a4e4d707479fdfbd664f9605815349d4 Petits Pois à la Florentine - petit poi florentine - - - 0 - - - KCA#f7a6e9e3bbf63a662d987a1692cd6cae Purée de Petits Pois - puree de petit poi - - - 87 - - - KCA#24e05443f69122ac730ba1308a049845 Pigeons aux Petits Pois - pigeon au petit poi - - - 9 - - - KCA#12da10fb01a5c6041026471c38ec8a86 Langouste aux Petits Pois - langouste au petit poi - - - 0 - - - KCA#43f35aa33f745bac853f7ef36f634ee8 Spaghetti aux Petits Pois - spaghetti au petit poi - petits pois - - 0 - - - KCA#a2399bcd885726804760f4e591b0f367 Roti de Cabillaud aux Petits Pois - roti de cabillaud au petit poi - - - 9 - - - KCA#e3b1e6e717d0d11b911ab8e6bb67253c Purée de Pomme de Terre et Petits Pois - puree de pomme de terre petit poi - - - 12 - - - KCA#4808a903dcc9ab2f718e33de7ab64d00 ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/679caffcb099f/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Steak Haché', 'normName': ' steak hache ', 'comment': 'steak haché', 'normComment': ' steak hache ', 'rank': 0, 'id': 'KCA#959303ed3534b9c5c79e9cca14656f10', 'quantity': 'un', 'quantityLem': '1', 'pack': ['STH.w100', 'ST2.w100'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'STH-100', 'posiNormName': 0}, {'name': "Frites 'Maison'", 'normName': ' frite maison ', 'comment': '', 'normComment': '', 'rank': 3422, 'id': 'KCA#6ec1e15ff73bcad3fbd051039b73bfa2', 'quantity': 'plusieurs', 'quantityLem': 'plusieur', 'pack': ['FRI.w200', 'APL.w200'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Petits Pois', 'normName': ' petit poi ', 'comment': 'égouttés', 'normComment': ' egoutte ', 'rank': 0, 'id': 'CIQ#9ffb5e2c01c96af228f86965c9fb948c', 'quantity': 'une portion', 'quantityLem': '1 portion', 'pack': ['LEG.w150'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'declaration', 'serving': 'LEG-100', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 4.853942155838013} ---------------------------------------------------------------------------------- LLM CPU Time: 4.853942155838013