Input path: /home/debian/html/nutritwin/output_llm/66e8af30419d6/input.json Output path: /home/debian/html/nutritwin/output_llm/66e8af30419d6/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": "saumon", "quantity": "portion", "weight": "200", "cooking": "grillé", "brand": "", "company": "", "type": "poisson", "time": "dîner", "event": "declaration" }, { "name": "frites", "quantity": "portion", "weight": "150", "cooking": "frit", "brand": "", "company": "", "type": "accompagnement", "time": "dîner", "event": "declaration" }, { "name": "citron", "quantity": "tranche", "weight": "20", "cooking": "cru", "brand": "", "company": "", "type": "fruit", "time": "dîner", "event": "declaration" } ] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ { "name": "saumon", "quantity": "portion", "weight": "200", "cooking": "grillé", "brand": "", "company": "", "type": "poisson", "time": "dîner", "event": "declaration" }, { "name": "frites", "quantity": "portion", "weight": "150", "cooking": "frit", "brand": "", "company": "", "type": "accompagnement", "time": "dîner", "event": "declaration" }, { "name": "citron", "quantity": "tranche", "weight": "20", "cooking": "cru", "brand": "", "company": "", "type": "fruit", "time": "dîner", "event": "declaration" } ] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "saumon", "quantity": "portion", "weight": "200", "cooking": "grillé", "brand": "", "company": "", "type": "poisson", "time": "dîner", "event": "declaration" }, { "name": "frites", "quantity": "portion", "weight": "150", "cooking": "frit", "brand": "", "company": "", "type": "accompagnement", "time": "dîner", "event": "declaration" }, { "name": "citron", "quantity": "tranche", "weight": "20", "cooking": "cru", "brand": "", "company": "", "type": "fruit", "time": "dîner", "event": "declaration" }] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'saumon', 'quantity': 'portion', 'weight': '200', 'cooking': 'grillé', 'brand': '', 'company': '', 'type': 'poisson', 'time': 'dîner', 'event': 'declaration'}, {'name': 'frites', 'quantity': 'portion', 'weight': '150', 'cooking': 'frit', 'brand': '', 'company': '', 'type': 'accompagnement', 'time': 'dîner', 'event': 'declaration'}, {'name': 'citron', 'quantity': 'tranche', 'weight': '20', 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'fruit', 'time': 'dîner', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'saumon', 'quantity': 'portion', 'weight': '200', 'cooking': 'grillé', 'brand': '', 'company': '', 'type': 'poisson', 'time': 'dîner', '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 '% saumon %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Saumon - saumon - égoutté - - 0 - - - CIQ#ade5613634b5a98b355d2c160ba92b11 Saumon - saumon - à la vapeur - - 0 - - - CIQ#b3e9314258a5f523753d1b3e0d81792c Saumon - saumon - grillé/poêlé - - 0 - - - CIQ#1bbf5286767c3e0c44876a767787d000 Saumon - saumon - cru, sauvage - - 0 - - - CIQ#51feba31b17547b9137b71eb7226a8dd Saumon - saumon - cru, élevage - - 0 - - - CIQ#c8287362ac00c89902eae000e0e4c124 Saumon - saumon - aliment moyen - - 0 - - - CIQ#ff1666b2df4b9989f1a9c6b0a02dc93c Saumon - saumon - au micro-ondes, élevage - - 0 - - - CIQ#cc11fcd15c72c773b82b192e8887e23a Saumon - saumon - élevage, rôti/cuit au four - - 0 - - - CIQ#84a9c51768b4de88e909ecdf0067a966 Saumon - saumon - bouilli/cuit à l'eau, élevage - - 0 - - - CIQ#f55d77c458b7370f03d90ab21a698aaf Saumon Fumé - saumon fume - - - 11676 - - - CIQ#d8453997de6adf67fd709f2e16e4a09f Saumon Farci - saumon farci - - - 0 - - - CIQ#61af7b646d375a64a8af54fa22cd3709 Saumon à l'Oseille - saumon oseille - - - 7 - - - CIQ#78f9c8ecc76216402bd6d82a033010c5 Maki Saumon - maki saumon - - - 1080 - - - KCA#3ac315133b892d2a4629a1ab26c48768 Maki Saumon Avocat - maki saumon avocat - - - 861 - - - KCA#725e4073ccaee17f4a77ab78eb5b90a5 Sushi Saumon - sushi saumon - sushi saumon - - 0 - - - KCA#f366d90248edc0d02f459cc18228171a Tarte au Saumon - tarte saumon - - - 0 - - - CIQ#df3d146a0b5d8475bb92ccfb839aa962 Pizza au Saumon - pizza saumon - - - 0 - - - CIQ#531c0deee226a1ed25c6ad7e9344ecef Röstis au Saumon Fumé - rosti saumon fume - - - 12 - - - KCA#14382263fff55c2e867e77149a5dc44e Tarte Saumon et Oseille - tarte saumon oseille - et oseille - - 0 - - - KCA#4c90651bf0030bf66a4324b273991f08 Pavé de Saumon - pave de saumon - - - 9408 - - - KCA#65b031a28707cc1cba8900c617fd1e01 ---------------------------------------------------- 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': 'frites', 'quantity': 'portion', 'weight': '150', 'cooking': 'frit', 'brand': '', 'company': '', 'type': 'accompagnement', 'time': 'dîner', '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 ---------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'citron', 'quantity': 'tranche', 'weight': '20', 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'fruit', 'time': 'dîner', '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 '% citron %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Citron - citron - pulpe, cru - - 0 - - - CIQ#1a0a1ef5b6df5da2981b36c3a516da65 Citron Vert ou Lime - citron vert ou lime - pulpe, cru - - 0 - - - CIQ#11bf65896a9d3d4bbe913ac24886c20f Citron Givré ou Orange Givrée - citron givre ou orange givree - sorbet - - 0 - - - CIQ#2d91d21b356a7bcbb3c005c062515d99 Flan au Citron - flan citron - - - 100 - - - KCA#dcb08fce72d93083563b6c79f28761f9 Jus de Citron - ju de citron - - - 6694 - - - KCA#ca49f6c4373fc74997f5057c400c2abb Glace au Citron - glace citron - - - 316 - - - KCA#b7a45aa5b910fdc73bd8f26b33e58bae Poulet au Citron - poulet citron - - - 224 - - - KCA#c5d5d24791bec55c092bb4ce55c319f7 Fraises au Citron - fraise citron - - - 776 - - - KCA#edebc181ffc1519049f190184ad0fe5b Mangue au Citron Vert - mangue citron vert - - - 7 - - - KCA#bdf923ad7bb6582343ce06ae6aa6ac2e Couscous au Citron Confit - couscou citron confit - à la Menthe et aux Raisins - - 3 - - - KCA#d3a4e32a96799eba0f966b8d602df5e4 Zeste de Citron - zeste de citron - de citron - - 0 - - - KCA#d46a4300f797aa9a5ddd9e58b0fcd1a4 Limonade au Citron - limonade citron - - - 177 - - - KCA#ffdf4635d208916e897b88bff9792e2a Artichauts au Citron et aux Herbes - artichaut citron au herbe - - - 29 - - - KCA#acbbb35c1fb2fa91724f38a5facc6000 Riz aux Deux Citrons - riz au deux citron - - - 32 - - - KCA#8873040b4ebc25ad352d34473b131477 Compote Poire au Citron - compote poire citron - - - 34 - - - KCA#e522988ae225a27aaffdad56fe544dd7 Pomme de Terre au Citron - pomme de terre citron - à l'ail et au piment - - 7 - - - KCA#406584fc666f9e60dbd81404dcc16b93 Gâteau Moelleux au Citron - gateau moelleu citron - - - 348 - - - KCA#78ff5007fab8a1900db81a9adc7c62a1 Salade de Porc au Citron Kaffir - salade de porc citron kaffir - - - 6 - - - KCA#d7d6479fd1d8bbfc30c0c31ceb79aba4 Tarte aux Amandes et au Citron - tarte au amande citron - au citron - - 0 - - - KCA#8934fe43d8cdd26673d1770597323740 Financiers Pistaches Citron Vert - financier pistache citron vert - - - 772 - - - KCA#4e103d642f298f49c6cf815bcfc83c4e ---------------------------------------------------- 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': 'Saumon', 'normName': ' saumon ', 'comment': 'égoutté', 'normComment': ' egoutte ', 'rank': 0, 'id': 'CIQ#ade5613634b5a98b355d2c160ba92b11', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['PAV.w200'], 'type': 'poisson', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'dîner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': "Frites 'Maison'", 'normName': ' frite maison ', 'comment': '', 'normComment': '', 'rank': 3422, 'id': 'KCA#6ec1e15ff73bcad3fbd051039b73bfa2', 'quantity': 'portion', 'quantityLem': 'portion', 'pack': ['FRI.w200', 'APL.w200'], 'type': 'accompagnement', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'dîner', 'event': 'declaration', 'serving': 'APL-10', 'posiNormName': 0}, {'name': 'Citron', 'normName': ' citron ', 'comment': 'pulpe, cru', 'normComment': ' pulpe cru ', 'rank': 0, 'id': 'CIQ#1a0a1ef5b6df5da2981b36c3a516da65', 'quantity': 'tranche', 'quantityLem': 'tranche', 'pack': ['CIT.w150'], 'type': 'fruit', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'dîner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 5.558101415634155} ---------------------------------------------------------------------------------- LLM CPU Time: 5.558101415634155