Input path: E:\wamp\www\apps\calme\nutritwin\output_llm\661e712c9180b\input.json Output path: E:\wamp\www\apps\calme\nutritwin\output_llm\661e712c9180b\output.json Input text: Des amandes et des noisettes, quel est l'aliment le plus calorique? 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: Des amandes et des noisettes, quel est l'aliment le plus calorique? ================================================================================================================================== ==================================== Prompt ============================================= Identify in this list of intents: ["Capture the user food consumption", "Capture the user physical activity", "Answer a nutrition question", "Other intent"], the intents of the prompt: ###Des amandes et des noisettes, quel est l'aliment le plus calorique?###. Format the result in JSON format: {intents: []}. ========================================================================================= ------------------------------ LLM Raw response ----------------------------- { "intents": ["Answer a nutrition question"] } ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ { "intents": ["Answer a nutrition question"] } ------------------------------------------------------ ------------------------ After simplification ------------------------ {"intents": ["Answer a nutrition question"]} ---------------------------------------------------------------------- ==================================== Prompt ============================================= I need to identify food information from sentences. Analyze the following french sentence: "Des amandes et des noisettes, quel est l'aliment le plus calorique?". I want to identify for the food or beverage: the name, the type, the quantity for each ingredient and, if it exists, identify the brand, the cooking mode and the company name. Containers, like "canette" or "verre", are quantities and not ingredients or food product. "Portions", like "tranche", are quantities. "Quantity" is in french. "Company" is the company of the brand. "Quignon" is a quantity. Ignore what it is not connected to nutrition, beverage or food. Music and is not nutrition. Extract how the product is consumed. The level of cooking mode is not in the name. There is no quantity in the name, ex: the name for "une pomme" is "pomme". When brand is not specified and the product is very well-known (like "Coca-Cola"), provide the brand name in "brand", otherwise set "brand" to "". Ignore the actions. The restaurants are not brand. Identify what type of food. Ignore food with a negative verb, ex "Je n'ai pas pris de viande". Do not extract ingredients for product with a brand. If the food or beverage consumption is in the past, the event is a "declaration", for example: "J'ai mangé du pain", the event is a declaration. If the food or beverage consumption will be in the future or even soon, the event is an "intent", for example: "Je vais manger du pain", the event is an intent. Otherwise the event is unknown. Map the event of eating on ["intent", "declaration", "unknown"]. Identify the time of day when the foods were eaten and map it on "petit-déjeuner", "déjeuner", "grignotage" or "dîner". Format the result in french in JSON in an array of tuples {"name":, "quantity":, "cooking":, "brand":, "company":, "type":, "time":, "event":}. ========================================================================================= ------------------------------ LLM Raw response ----------------------------- Based on your instructions, I have analyzed the sentence "Des amandes et des noisettes, quel est l'aliment le plus calorique?". However, the sentence does not provide enough information to fill all the fields you requested. Here's what I could extract: ```json [ { "name": "amandes", "quantity": "", "cooking": "", "brand": "", "company": "", "type": "nourriture", "time": "", "event": "unknown" }, { "name": "noisettes", "quantity": "", "cooking": "", "brand": "", "company": "", "type": "nourriture", "time": "", "event": "unknown" } ] ``` The sentence does not specify the quantity, cooking mode, brand, company, time of eating, or event (intent, declaration, unknown). It only mentions the names of the foods, which are "amandes" (almonds) and "noisettes" (hazelnuts). The type of food is "nourriture" (food) as they are both solid foods. The event is "unknown" because the sentence does not indicate whether the consumption of these foods is in the past, future, or present. The time of day is also not specified in the sentence. ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ Based on your instructions, I have analyzed the sentence "Des amandes et des noisettes, quel est l'aliment le plus calorique?". However, the sentence does not provide enough information to fill all the fields you requested. Here's what I could extract: ```json [ { "name": "amandes", "quantity": "", "cooking": "", "brand": "", "company": "", "type": "nourriture", "time": "", "event": "unknown" }, { "name": "noisettes", "quantity": "", "cooking": "", "brand": "", "company": "", "type": "nourriture", "time": "", "event": "unknown" } ] ``` The sentence does not specify the quantity, cooking mode, brand, company, time of eating, or event (intent, declaration, unknown). It only mentions the names of the foods, which are "amandes" (almonds) and "noisettes" (hazelnuts). The type of food is "nourriture" (food) as they are both solid foods. The event is "unknown" because the sentence does not indicate whether the consumption of these foods is in the past, future, or present. The time of day is also not specified in the sentence. ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "amandes", "quantity": "", "cooking": "", "brand": "", "company": "", "type": "nourriture", "time": "", "event": "unknown" }, { "name": "noisettes", "quantity": "", "cooking": "", "brand": "", "company": "", "type": "nourriture", "time": "", "event": "unknown" }] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'amandes', 'quantity': '', 'cooking': '', 'brand': '', 'company': '', 'type': 'nourriture', 'time': '', 'event': 'unknown'}, {'name': 'noisettes', 'quantity': '', 'cooking': '', 'brand': '', 'company': '', 'type': 'nourriture', 'time': '', 'event': 'unknown'}], 'cost': 0.07157999999999999} -------------------------------------------------------------------------------- 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 '% amande %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Amandes - amande - - - 23047 - - - KCA#012a83249a5cbabafed0de179aaca5da Amande en Poudre - amande en poudre - - - 91 - - - KCA#84f509d9064df493618543ed66b9b843 Pâte d'Amande - pate amande - - - 753 - - - CIQ#7c0811ad432704e3560ead7d11dcc54b Huile d'Amande - huile amande - - - 0 - - - CIQ#b758fa48f8ec21785c221dc72ac5d106 Huile d'Amandes d'Abricot - huile amande abricot - - - 0 - - - CIQ#988772c5421f9e7634d03e06d8f9bc55 Poudre d'Amande - poudre amande - - - 54 - - - KCA#940d13e2f22c9e54d7842567cfb862c8 Boisson à l'Amande - boisson amande - sucrée, enrichie en calcium - - 0 - - - CIQ#586bda213d727b6e7096bd8244ad79f1 Boisson à l'Amande - boisson amande - nature, non sucrée, non enrichie - - 0 - - - CIQ#a69902a71e7a5df16d23968bc2d5bb0e Tuiles aux Amandes - tuile au amande - aux amandes - - 0 - - - KCA#8c8fa294c20d189443a74b73c151303c Tarte aux Amandes et au Citron - tarte au amande citron - au citron - - 0 - - - KCA#8934fe43d8cdd26673d1770597323740 Gâteau aux Amandes - gateau au amande - - - 541 - - - KCA#39c2c42e72d6b1bda1758b20da0c918b Friand aux Amandes - friand au amande - - - 31 - - - KCA#14a88965b3269d8f409019f16d631e15 Biscuit aux Amandes - biscuit au amande - - - 396 - - - KCA#1be7bc1290251ba74354d430dad651be Brioche aux Amandes - brioche au amande - - - 183 - - - KCA#ea646358ee4723768ef79418e5025006 Grondins aux Amandes - grondin au amande - - - 0 - - - KCA#74e8022f06931cb10d3a63d0e862313e Charlotte aux Amandes - charlotte au amande - - - 2 - - - KCA#ee164dfcdcc2505142d7b535bf02f417 Croissant aux Amandes - croissant au amande - artisanal - - 0 - - - CIQ#09009466d5ee111e22cbfc099ea58f4a Barre Céréalière aux Amandes ou Noisettes - barre cerealiere au amande ou noisette - - - 0 - - - CIQ#5f4a2840e6a66958acf93b120dc45c13 Pétales de Blé Avec Noix, Noisettes ou Amandes - petale de ble avec noix noisette ou amande - - - 7 - - - KCA#3a4b816b40d2ca2fcf1525d8761ea6cf ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution 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 '% noisette %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL) ------------- Found solution (max 20) -------------- Café Noisette - cafe noisette - - - 971 - - - KCA#0fc9cdc7bb8a494e3e53719b2bee98c8 Huile de Noisette - huile de noisette - - - 0 - - - CIQ#24bed2b2c48a227f44a6872ed2618569 Boisson au Soja Noisette - boisson soja noisette - - - 20 - - - KCA#87e793ca44d2d523db4b70ace49d3e51 Chocolat Noir Noisettes - chocolat noir noisette - - - 1875 - - - KCA#49fc5b19d990e357f20d1160e7d62f54 Pomme de Terre Noisette - pomme de terre noisette - surgelée - - 157 - - - CIQ#bce127ab00d79ace0ff66e3709eafd22 Pomme de Terre Noisette - pomme de terre noisette - surgelée, crue - - 0 - - - CIQ#391f5b673a701be591447c173adaf18f Pomme de Terre Noisettes Surgelées - pomme de terre noisette surgelee - - - 0 - - - KCA#d43857a6fbd01bb1731fde84cf29cfa5 Cervelles au Beurre Noisette - cervelle beurre noisette - - - 4 - - - KCA#1bac1429347e303fdba3fd4cb394a2fb Bouchées Chocolat-noisettes - bouchee chocolat noisette - - - 50 - - - KCA#bf1495123a9a4c627909d042f0dc26ce Parfaits Chocolat Noir Noisettes - parfait chocolat noir noisette - - - 18 - - - KCA#205552965fb668730b8519c91500d669 Pétales de Blé Avec Noix, Noisettes ou Amandes - petale de ble avec noix noisette ou amande - - - 7 - - - KCA#3a4b816b40d2ca2fcf1525d8761ea6cf Saucisson Sec aux Noix Et/ou Noisettes - saucisson sec au noix et/ou noisette - - - 0 - - - CIQ#7ca1c35bcbabd2cf0891661c40e8f457 Barre Céréalière aux Amandes ou Noisettes - barre cerealiere au amande ou noisette - - - 0 - - - CIQ#5f4a2840e6a66958acf93b120dc45c13 Gaufrette Fourrée, Chocolat, Vanille ou Noisette - gaufrette fourree chocolat vanille ou noisette - - - 159 - - - KCA#75baba95a2a821d1233cfdd709037734 Céréales pour Petit Déjeuner Fourrées au Chocolat ou Chocolat-noisettes - cereale pour petit dejeuner fourree chocolat ou chocolat noisette - - - 3 - - - CIQ#b2f581ebe4c1d7c626f9b82500c40f2d Céréales pour Petit Déjeuner Fourrées au Chocolat ou Chocolat-noisettes - cereale pour petit dejeuner fourree chocolat ou chocolat noisette - enrichies en vitamines et minéraux - - 0 - - - CIQ#deb33f8fd6e7d92ffd7460e84d331dc8 ---------------------------------------------------- ERROR: Wrong quantity: '' ERROR: no solution for picto in the first solution POG.w25,AMA.w1 TA2,TAS,TAC,TA3,MUG,BOL ==================================== Prompt ============================================= Here is all known information: For "Amandes", here are the nutrition values: name: Amandes GTIN: none brand: none calorie: 634.0Kcal per 100g reference weight for a unity: 1g salt: 0.00409g per 100g sugar: -1.0g per 100g NutriScore: none EcoScore: none allergens: none allergen traces: none data source: KcalMe For "Café Noisette", here are the nutrition values: name: Café Noisette GTIN: none brand: none calorie: 50.0Kcal per 100ml reference volume for a unity: 400ml salt: 0.00762g per 100ml sugar: -1.0g per 100ml NutriScore: none EcoScore: none allergens: none allergen traces: none data source: KcalMe Answer in less than 50 words to this question with a short explanation if needed: "Des amandes et des noisettes, quel est l'aliment le plus calorique?" " + "Mention the data source in the response if it exists. The answer must be in the same language than the question ========================================================================================= ------------------------------ LLM Raw response ----------------------------- Les amandes sont l'aliment le plus calorique, avec 634.0Kcal pour 100g, comparé au café noisette qui contient 50.0Kcal pour 100ml. Ces données proviennent de KcalMe. ----------------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': "Les amandes sont l'aliment le plus calorique, avec 634.0Kcal pour 100g, comparé au café noisette qui contient 50.0Kcal pour 100ml. Ces données proviennent de KcalMe.", 'cost': 0.02796} -------------------------------------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': "Des amandes et des noisettes, quel est l'aliment le plus calorique?", 'intents': ['Answer a nutrition question'], 'model': 'mistral-large-latest', 'solutions': {'nutrition': [{'name': 'Amandes', 'normName': ' amande ', 'comment': '', 'normComment': '', 'rank': 23047, 'id': 'KCA#012a83249a5cbabafed0de179aaca5da', 'quantity': '', 'quantityLem': '', 'pack': ['POG.w25', 'AMA.w1'], 'type': 'nourriture', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknown', 'serving': '', 'posiNormName': 0}, {'name': 'Café Noisette', 'normName': ' cafe noisette ', 'comment': '', 'normComment': '', 'rank': 971, 'id': 'KCA#0fc9cdc7bb8a494e3e53719b2bee98c8', 'quantity': '', 'quantityLem': '', 'pack': ['TA2', 'TAS', 'TAC', 'TA3', 'MUG', 'BOL'], 'type': 'nourriture', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': '', 'event': 'unknown', 'serving': '', 'posiNormName': 5}], 'activity': [], 'response': {'type': 'text', 'data': "Les amandes sont l'aliment le plus calorique, avec 634.0Kcal pour 100g, comparé au café noisette qui contient 50.0Kcal pour 100ml. Ces données proviennent de KcalMe."}}, 'cputime': 14.647115707397461} ---------------------------------------------------------------------------------- LLM CPU Time: 14.647115707397461