Input path: /home/debian/html/nutritwin/output_llm/66e8afa006a6f/input.json Output path: /home/debian/html/nutritwin/output_llm/66e8afa006a6f/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": "tartare de saumon", "quantity": "", "weight": "200", "cooking": "cru", "brand": "", "company": "", "type": "plat principal", "time": "déjeuner", "event": "declaration" }, { "name": "citron", "quantity": "tranches", "weight": "20", "cooking": "frais", "brand": "", "company": "", "type": "condiment", "time": "déjeuner", "event": "declaration" }, { "name": "ciboulette", "quantity": "", "weight": "2", "cooking": "frais", "brand": "", "company": "", "type": "herbe aromatique", "time": "déjeuner", "event": "declaration" } ] ``` ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ ```json [ { "name": "tartare de saumon", "quantity": "", "weight": "200", "cooking": "cru", "brand": "", "company": "", "type": "plat principal", "time": "déjeuner", "event": "declaration" }, { "name": "citron", "quantity": "tranches", "weight": "20", "cooking": "frais", "brand": "", "company": "", "type": "condiment", "time": "déjeuner", "event": "declaration" }, { "name": "ciboulette", "quantity": "", "weight": "2", "cooking": "frais", "brand": "", "company": "", "type": "herbe aromatique", "time": "déjeuner", "event": "declaration" } ] ``` ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "tartare de saumon", "quantity": "", "weight": "200", "cooking": "cru", "brand": "", "company": "", "type": "plat principal", "time": "déjeuner", "event": "declaration" }, { "name": "citron", "quantity": "tranches", "weight": "20", "cooking": "frais", "brand": "", "company": "", "type": "condiment", "time": "déjeuner", "event": "declaration" }, { "name": "ciboulette", "quantity": "", "weight": "2", "cooking": "frais", "brand": "", "company": "", "type": "herbe aromatique", "time": "déjeuner", "event": "declaration" }] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'tartare de saumon', 'quantity': '', 'weight': '200', 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'plat principal', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'citron', 'quantity': 'tranches', 'weight': '20', 'cooking': 'frais', 'brand': '', 'company': '', 'type': 'condiment', 'time': 'déjeuner', 'event': 'declaration'}, {'name': 'ciboulette', 'quantity': '', 'weight': '2', 'cooking': 'frais', 'brand': '', 'company': '', 'type': 'herbe aromatique', 'time': 'déjeuner', 'event': 'declaration'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'tartare de saumon', 'quantity': '', 'weight': '200', 'cooking': 'cru', 'brand': '', 'company': '', 'type': 'plat principal', '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 '% tartare de saumon %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) Second 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_NormAggr LIKE '% tartare de saumon %' AND V_NormTrademark LIKE '%%' ------------- Found solution (max 20) -------------- Tartare de Saumon Fumé - tartare de saumon fume - - Labeyrie - 0 - 3033610082903 - 3033610082903 - OFF#733f94d3d043839933e09e2ed67e73b2 Tartare de Saumon Fumé - tartare de saumon fume - - Franprix - 0 - 3263859432812 - 3263859432812 - OFF#72c51743fd7d69a06474d3568305ede2 Tartare de Saumon Fumé - tartare de saumon fume - - Carrefour - 0 - 3560070977161 - 3560070977161 - OFF#f05531c3a8be5895d945be87b57d3b33 Tartares de Saumon Atlantique - tartare de saumon atlantique - - Picard - 0 - 3270160480111 - 3270160480111 - OFF#bcbfe5c922a35ce468c88a2c61ec0961 Tartare de Saumon Citron et Aneth - tartare de saumon citron aneth - - Carrefour - 0 - 3523680440951 - 3523680440951 - OFF#8bff1f3b525a930c0fb217f0e4bbd237 4 Tartares de Saumon à la Ciboulette - tartare de saumon ciboulette - - Picard - 0 - 3270160740116 - 3270160740116 - OFF#dd510ec7419104f297d954be5815c53d 2 Tartares de Saumon Cru Citron Ciboulette - tartare de saumon cru citron ciboulette - - Thiriet - 0 - 3292590811358 - 3292590811358 - OFF#439e46a360ec43c5c97484233f0abeeb 2 Tartares de Saumon Fumé Ciboulette Citron - tartare de saumon fume ciboulette citron - - Casino - 0 - 3222475119460 - 3222475119460 - OFF#2adcbe7731a322d4267566fe648fd11b Tartare de Saumon Fumé à l'Aneth Citron Échalote et Ciboulette - tartare de saumon fume aneth citron echalote ciboulette - - Carrefour - 0 - 3560071014414 - 3560071014414 - OFF#ec4673e52fa95a83045846e70767f69b Chirashi au Saumon Tartare de Saumon Riz Vinaigré et Avocat - chirashi saumon tartare de saumon riz vinaigre avocat - - Picard - 0 - 3270160725175 - 3270160725175 - OFF#a3d1bf3c3a702f0c75b56b3e6d6de5be ---------------------------------------------------- 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': 'citron', 'quantity': 'tranches', 'weight': '20', 'cooking': 'frais', '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 '% 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 ----------- result to be analyzed ----------- {'name': 'ciboulette', 'quantity': '', 'weight': '2', 'cooking': 'frais', 'brand': '', 'company': '', 'type': 'herbe aromatique', '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 '% ciboulette %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Ciboulette - ciboulette - - - 140 - - - KCA#79eef66b235217e582b8ecec2f769775 Ciboule ou Ciboulette - ciboule ou ciboulette - fraîche - - 0 - - - CIQ#d202acaeec6fca801a6d4e6f7b88b9db ---------------------------------------------------- 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': 'Tartare de Saumon Fumé', 'normName': ' tartare de saumon fume ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#733f94d3d043839933e09e2ed67e73b2', 'quantity': '', 'quantityLem': '', 'pack': ['TR7.w35'], 'type': 'plat principal', 'gtin': '3033610082903', 'gtinRef': '3033610082903', 'brand': 'Labeyrie', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Citron', 'normName': ' citron ', 'comment': 'pulpe, cru', 'normComment': ' pulpe cru ', 'rank': 0, 'id': 'CIQ#1a0a1ef5b6df5da2981b36c3a516da65', 'quantity': 'tranches', 'quantityLem': 'tranche', 'pack': ['CIT.w150'], 'type': 'condiment', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}, {'name': 'Ciboulette', 'normName': ' ciboulette ', 'comment': '', 'normComment': '', 'rank': 140, 'id': 'KCA#79eef66b235217e582b8ecec2f769775', 'quantity': '', 'quantityLem': '', 'pack': ['CSS.w15'], 'type': 'herbe aromatique', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'déjeuner', 'event': 'declaration', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 6.742586851119995} ---------------------------------------------------------------------------------- LLM CPU Time: 6.742586851119995