Input path: /home/debian/html/nutritwin/output_llm/6720cda19be1c/input.json Output path: /home/debian/html/nutritwin/output_llm/6720cda19be1c/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: ================================================================================================================================== ########################################### # For image extraction, GPT4 is used # ########################################### ==================================== Prompt ============================================= In the image, identify all the foods and the beverages. For each of them, identify the "name", the "type", the "quantity", if it exists, the "brand" and the "cooking" mode. "Portions", like "tranche", are quantities. Ignore what it is not connected to nutrition, beverage or food. When the "brand" is not specified and the product is very well-known (like "Coca-Cola"), provide the brand name in "brand", otherwise set "brand" to "". Identify what "type" of food. Identify the "company" to which the "brand" belongs. Estimate the "weight" in grams or centiliters for each result. Identify the time is the current time, map it on the closest case: "petit-déjeuner", "déjeuner", "grignotage" or "dîner". When the "name" has synonyms, use the most common name, example: "yaourt" is more common than "yogourt". Format the result for each ingredient of food & beverage in french in JSON in an array of tuples {"name":, "quantity":, "weight":, "cooking":, "brand":, "company":, "type":, "time":, "event": "declaration"}. ========================================================================================= Image recognition.... ------------------------------ LLM Raw response ----------------------------- ```json [ { "name": "carotte", "quantity": "", "weight": "estimation", "cooking": "roti", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration" }, { "name": "courgette", "quantity": "", "weight": "estimation", "cooking": "roti", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration" }, { "name": "oignon rouge", "quantity": "", "weight": "estimation", "cooking": "roti", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration" }, { "name": "ail", "quantity": "", "weight": "estimation", "cooking": "roti", "brand": "", "company": "", "type": "condiment", "time": "déjeuner", "event": "declaration" } ] ``` Je tiens à préciser que les poids spécifiques des ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ { "name": "carotte", "quantity": "", "weight": "estimation", "cooking": "roti", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration" }, { "name": "courgette", "quantity": "", "weight": "estimation", "cooking": "roti", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration" }, { "name": "oignon rouge", "quantity": "", "weight": "estimation", "cooking": "roti", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration" }, { "name": "ail", "quantity": "", "weight": "estimation", "cooking": "roti", "brand": "", "company": "", "type": "condiment", "time": "déjeuner", "event": "declaration" } ] ``` Je tiens à préciser que les poids spécifiques des ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "carotte", "quantity": "", "weight": "estimation", "cooking": "roti", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration" }, { "name": "courgette", "quantity": "", "weight": "estimation", "cooking": "roti", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration" }, { "name": "oignon rouge", "quantity": "", "weight": "estimation", "cooking": "roti", "brand": "", "company": "", "type": "légume", "time": "déjeuner", "event": "declaration" }, { "name": "ail", "quantity": "", "weight": "estimation", "cooking": "roti", "brand": "", "company": "", "type": "condiment", "time": "déjeuner", "event": "declaration" }] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'carotte', 'quantity': '', 'weight': 'estimation', 'cooking': 'roti', 'brand': '', 'company': '', 'type': 'légume', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'courgette', 'quantity': '', 'weight': 'estimation', 'cooking': 'roti', 'brand': '', 'company': '', 'type': 'légume', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'oignon rouge', 'quantity': '', 'weight': 'estimation', 'cooking': 'roti', 'brand': '', 'company': '', 'type': 'légume', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'ail', 'quantity': '', 'weight': 'estimation', 'cooking': 'roti', 'brand': '', 'company': '', 'type': 'condiment', 'time': 'déjeuner', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'carotte', 'quantity': '', 'weight': 'estimation', 'cooking': 'roti', 'brand': '', 'company': '', 'type': 'légume', 'time': 'déjeuner', '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 %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Carotte - carotte - - - 0 - - - CIQ#c25a5ac9d76a886e8d048234775511cc Carotte - carotte - crue - - 1 - - - CIQ#a7874f4f33fb2dbc15824a2e825563a1 Carotte - carotte - purée - - 0 - - - CIQ#9c5ebd1506b8bd79c185157a907e5bdb Carotte - carotte - surgelée - - 45 - - - CIQ#e3009eb73fdd922e2253b10af6bfa6d9 Carotte - carotte - égouttée - - 0 - - - CIQ#949bbc6db954a7c778a54ae6468f63c7 Carotte - carotte - à la vapeur - - 0 - - - CIQ#1de710714c0199745f6629010e1f4b1b Carotte - carotte - purée cuisinée à la crème - - 0 - - - CIQ#32559c9674d3bad3a4340c9eae6501ad Carotte - carotte - bouillie/cuite à l'eau, fondante - - 0 - - - CIQ#82c4ed5b7b54f49bfca9f849a0c03b48 Carotte - carotte - bouillie/cuite à l'eau, croquante - - 0 - - - CIQ#5cd51d236a0a8e7c95564dd5f01f45d9 Carotte (jus) - carotte - - - 12544 - - - KCA#c25a5ac9d76a886e8d048234775511cc Carottes Vichy - carotte vichy - - - 2919 - - - KCA#c3d70e0599b5f9ed8f8c5855114d2920 Carottes Rapées - carotte rapee - - - 11844 - - - KCA#5bab4982631307ce183c664c08e55546 Carottes Rapées - carotte rapee - à l'Orange - - 32 - - - KCA#73ce70cd5efc3dc60888616fadfd35af Carottes Surgelées - carotte surgelee - - - 0 - - - KCA#13cc5a1b7bf3fb616eae70ea61518915 Carottes à l'Étuvée - carotte etuvee - - - 1807 - - - KCA#49cbbe74a431d4e41b8704d1fe93ec8e Carottes Râpées Nature - carotte rapee nature - - - 1074 - - - KCA#08362e84e9b96863e50aef4a65b95bf4 Carottes à la Fermière - carotte fermiere - - - 180 - - - KCA#84ed7da5773a27fe3972f5bfb0dbc423 Carotte Râpée à la Vinaigrette - carotte rapee vinaigrette - - - 1371 - - - KCA#550aab930f59f61f6d4b015c1f19f2a7 Soupe à la Carotte - soupe carotte - - - 4 - - - CIQ#caea7c027f921522fe3dfa8ae19f528d Flan aux Carottes - flan au carotte - - - 195 - - - KCA#aa67df5d93c0fe5f69f4a1cbc7b479be ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'courgette', 'quantity': '', 'weight': 'estimation', 'cooking': 'roti', 'brand': '', 'company': '', 'type': 'légume', 'time': 'déjeuner', '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 '% courgette %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Courgette - courgette - pulpe et peau - - 6197 - - - CIQ#8f15e99f917acaea5e5d4d09c1ac70fd Courgette - courgette - pulpe et peau, crue - - 10037 - - - CIQ#293f06655b9594a266b55f179a16bd56 Courgette - courgette - pulpe et peau, rôtie/cuite au four - - 0 - - - CIQ#2a09434ec4c982719db3b87fb986b92a Courgettes Frites - courgette frite - - - 207 - - - KCA#959d0fa787188921ad4497a575b243ab Courgettes Farcies - courgette farcie - - - 862 - - - KCA#77e254b2cd7edd2930ea260315eff594 Courgettes Mousseline - courgette mousseline - - - 168 - - - KCA#25d0446a01b3d8dd52d503827adba452 Courgettes à l'Orientale - courgette orientale - - - 26 - - - KCA#67d86f19e38566e0d5b257f32b627f4d Courgettes Façon Actifry - courgette facon actifry - - - 15 - - - KCA#10c8891e84e0c283919c921e9acde855 Courgettes Farcies au Maigre - courgette farcie maigre - - - 42 - - - KCA#c6d1d8514e1d9b2ea736c6751ba2e452 Flan de Courgette - flan de courgette - - - 890 - - - KCA#9809af1c34ea8cd82f667ff2d233bf58 Pâtes aux Courgettes et à la Ricotta - pate au courgette ricotta - - - 86 - - - KCA#b083d2bc60b9e47b8d1416c1969b5f6d Purée de Courgettes Pomme de Terre - puree de courgette pomme de terre - - - 96 - - - KCA#33431af664194d56f5845a8d1fa010a9 Gratin de Courgettes à la Bolognaise - gratin de courgette bolognaise - - - 99 - - - KCA#3a9a287b43639c40798a6e25743e7505 Beignets de Courgettes - beignet de courgette - - - 147 - - - KCA#d826bc4b23eebc71f3a93e4321e1632f Omelette aux Courgettes - omelette au courgette - - - 125 - - - KCA#4b746e9c0feef9bca3c7252301d6c95d Lentilles Brunes à la Courgette et au Chorizo - lentille brune courgette chorizo - - - 6 - - - KCA#488b3d0b5e6b068cb458940010656fd5 ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'oignon rouge', 'quantity': '', 'weight': 'estimation', 'cooking': 'roti', 'brand': '', 'company': '', 'type': 'légume', 'time': 'déjeuner', '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 '% oignon rouge %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Oignon Rouge - oignon rouge - cru - - 0 - - - CIQ#a3a90e3b821f84d7a74d50f24f98c096 Oignon Rouge - oignon rouge - sauté/poêlé sans matière grasse - - 0 - - - CIQ#3272cac72e2186557cc2070def22749a ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ----------- result to be analyzed ----------- {'name': 'ail', 'quantity': '', 'weight': 'estimation', 'cooking': 'roti', 'brand': '', 'company': '', 'type': 'condiment', 'time': 'déjeuner', '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 '% ail %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Ail - ail - cru - - 0 - - - CIQ#5b43141446e8d43dd8a8533ef7df0a78 Ail - ail - rôti/cuit au four - - 0 - - - CIQ#fc72e8a70a284f71c96dc85627daf0c0 Ail - ail - sauté/poêlé, sans matière grasse - - 0 - - - CIQ#dfc4bebee78432f8420f5de7a7e744b2 Ail Séché - ail seche - poudre - - 0 - - - CIQ#87112aaa474140aa17f6080afc2cbfc6 Oeufs à l'Ail - oeuf ail - - - 12 - - - KCA#b94ddff3cca369d488d933122472ecf9 Soupe à l'Ail - soupe ail - à l'ail - - 0 - - - KCA#c2752c55ad4098d77298722e98556eee Gousse d'Ail - gousse ail - - - 37 - - - KCA#737d4dc1fd9c314bd5dbaf2bd3407fa1 Poulet à l'Ail - poulet ail - - - 51 - - - KCA#ada607ff9b9084654b8663e6d96eaa93 Cervelas à l'Ail - cervela ail - pur porc - - 0 - - - CIQ#b3a3b66604260da7d1e3335ee6c2e1a0 Croûton à l'Ail aux Fines Herbes ou aux Oignons - crouton ail au fine herbe ou au oignon - - - 0 - - - CIQ#2fdf1f7cb4336c5e26f56e258f5d8116 Crevettes à l'Ail - crevette ail - - - 272 - - - KCA#389982139f3c9db8da023e6c0f7cc746 Saucisson à l'Ail - saucisson ail - - - 988 - - - CIQ#a8c22f43e47e1d57de86c649c45531b7 Côtes de Veau à l'Ail - cote de veau ail - - - 15 - - - KCA#7dfd6be2c59b4a449221ff8e901c42c0 Huîtres à la Crème d'Ail et de Fenouil - huitre creme ail de fenouil - - - 22 - - - KCA#0efe67eb35815c24c50b870ea3de992a Spaghetti à l'Huile et à l'Ail - spaghetti huile ail - à l'ail - - 0 - - - KCA#8e6881d0aa9ae2dade4533522fc1b3aa Gratin d'Aubergines à l'Ail - gratin aubergine ail - - - 37 - - - KCA#00d3737b9737c824ff218c0df9d770bf Curry Vert de Porc à l'Ail - curry vert de porc ail - - - 29 - - - KCA#15a50f4532331ef4dbe047eb9564a978 Filets de Sole Sauce à l'Ail - filet de sole sauce ail - - - 13 - - - KCA#3d6d3d21c8b672475b5539bceca5c78c Salade de Pâtes et Chapelure à l'Ail - salade de pate chapelure ail - - - 60 - - - KCA#6e50389de7d162a17cf82df451e52ece ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution --------------------------------- final result ----------------------------------- {'prompt': '', 'intents': ['Identify food in an image'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Carotte', 'normName': ' carotte ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'CIQ#c25a5ac9d76a886e8d048234775511cc', 'quantity': '', 'quantityLem': '', 'pack': ['CAR.w125'], 'type': 'légume', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Courgette', 'normName': ' courgette ', 'comment': 'pulpe et peau', 'normComment': ' pulpe peau ', 'rank': 6197, 'id': 'CIQ#8f15e99f917acaea5e5d4d09c1ac70fd', 'quantity': '', 'quantityLem': '', 'pack': ['CO3.w300'], 'type': 'légume', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Oignon Rouge', 'normName': ' oignon rouge ', 'comment': 'cru', 'normComment': ' cru ', 'rank': 0, 'id': 'CIQ#a3a90e3b821f84d7a74d50f24f98c096', 'quantity': '', 'quantityLem': '', 'pack': ['LEG.w150'], 'type': 'légume', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Ail', 'normName': ' ail ', 'comment': 'cru', 'normComment': ' cru ', 'rank': 0, 'id': 'CIQ#5b43141446e8d43dd8a8533ef7df0a78', 'quantity': '', 'quantityLem': '', 'pack': ['UNI.w2'], 'type': 'condiment', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 6.732661962509155} ---------------------------------------------------------------------------------- LLM CPU Time: 6.732661962509155