Input path: /home/debian/html/nutritwin/output_llm/68111908ce7ed/input.json Output path: /home/debian/html/nutritwin/output_llm/68111908ce7ed/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/68111908ce7ed/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": "Carre Frais", "quantity": "deux", "brand": "Elle & Vire", "type": "food", "event": "unknown" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "Carre Frais", "quantity": "deux", "brand": "Elle & Vire", "type": "food", "event": "unknown" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "Carre Frais", "quantity": "deux", "brand": "Elle & Vire", "type": "food", "event": "unknown" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'Carre Frais', 'quantity': 'deux', 'brand': 'Elle & Vire', 'type': 'food', 'event': 'unknown'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'Carre Frais', 'quantity': 'deux', 'brand': 'Elle & Vire', 'type': 'food', 'event': 'unknown'} 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 '% carre frai %' AND V_NormTrademark LIKE '%elle vire%' --> CPU time in DB: 0.1150 seconds Word: Carré Frais - dist: 0.28606343269348145 - row: 4675 Word: Carré Frais Elle Vire - dist: 0.47978922724723816 - row: 43845 Word: Carré Frais BIO - dist: 0.4893660247325897 - row: 5068 Word: Carré Fraise - dist: 0.5004311203956604 - row: 33766 Word: Carré Frais 0% Ail Fines Herbes - dist: 0.502524733543396 - row: 43803 Found embedding word: Carré Frais Second try (embedded): 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_Name = 'Carré Frais' ------------- Found solution (max 20) -------------- Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 0205515013785 - 0205515013785 - OFF#054415d433927ce97e3141c244da327a Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 3480341001992 - 0205515013785 - OFF#f76dff56e4a5fa60b385a597067c1f5d Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 9780773518483 - 0205515013785 - OFF#5d98232d3b0747003c9cf7ba34a8fcbe Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 3480341000834 - 0205515013785 - OFF#897fca68ba212f5f4f8bbd32a43756ae Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 0211022009647 - 0205515013785 - OFF#29095d9906401b30609bdcd3336bfebf Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 990530101034666575 - 0205515013785 - OFF#459c78b1b8d70ca81d95cf9a015675b4 Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 3480341001091 - 0205515013785 - OFF#8db2073e6527d4253ae1ce8be19cf47c Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 3427140210002 - 0205515013785 - OFF#4d881b1167d6d8ffcba3c3d38bd3ca8f Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 3480341000889 - 0205515013785 - OFF#49290d55dbb677eb6f40dc9ace83d5fe Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 3480342898324 - 0205515013785 - OFF#1903fdba0e7916f4815375bf257f02f4 Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 3480341001077 - 0205515013785 - OFF#0e9bc4cfa45058d8088d36a50e74bd06 Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 0273897008866 - 0205515013785 - OFF#85b201509d6a57c36295adbb8f99d8a4 Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 3480341000636 - 0205515013785 - OFF#bed4f2f315b87d192df8ddf9579528b0 Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 3480341000674 - 0205515013785 - OFF#3c769306ea751a12c6161548d6fdf045 Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 3480341000780 - 0205515013785 - OFF#54744b5c807e5e89144e121950fe3a89 Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 3480342917803 - 0205515013785 - OFF#23824d5ace0009ef8d0c510b8fadab5b Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 3480741990780 - 0205515013785 - OFF#d994fb7396f7b4623d1308190def31c1 Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 3400949719181 - 0205515013785 - OFF#48bf60a93915d786642eefbee7931bdd Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 7636363939393 - 0205515013785 - OFF#f97f1b8f0dfe8f0c723bdca4fd27ca2e Carré Frais - carre frai - - Compagnie des fromages & RichesMonts - 0 - 2480337000634 - 0205515013785 - OFF#21dc33b1bec274f39c99e48e2d0b39b7 ---------------------------------------------------- --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/68111908ce7ed/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Carré Frais', 'normName': ' carre frai ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#054415d433927ce97e3141c244da327a', 'quantity': 'deux', 'quantityLem': '2', 'pack': ['YA5.w200', 'AAD.w200'], 'type': 'food', 'gtin': '0205515013785', 'gtinRef': '0205515013785', 'brand': 'Compagnie des fromages & RichesMonts', 'time': '', 'event': 'unknown', 'serving': 'AAD-200', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 2.9939050674438477} ---------------------------------------------------------------------------------- LLM CPU Time: 2.9939050674438477