Input path: /home/debian/html/nutritwin/output_llm/67cf26baacd3b/input.json Output path: /home/debian/html/nutritwin/output_llm/67cf26baacd3b/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/67cf26baacd3b/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": "Confit de canard du Sud-Ouest", "quantity": "quatre cuisses", "cookingMethod": "conserv\u00e9", "type": "food", "event": "unknownEvent", "brand": "Maîtres Occitans", "company": "Les Cafés Richard" } ] ----------------------------------------------------------------------------- ----------------- Make it compliant ------------------ [ { "name": "Confit de canard du Sud-Ouest", "quantity": "quatre cuisses", "cookingMethod": "conserv\u00e9", "type": "food", "event": "unknownEvent", "brand": "Maîtres Occitans", "company": "Les Cafés Richard" } ] ------------------------------------------------------ ------------------------ After simplification ------------------------ [ { "name": "Confit de canard du Sud-Ouest", "quantity": "quatre cuisses", "cookingMethod": "conserv\u00e9", "type": "food", "event": "unknownEvent", "brand": "Ma\u00eetres Occitans", "company": "Les Caf\u00e9s Richard" } ] ---------------------------------------------------------------------- --------------------------------- LLM result ----------------------------------- {'response': [{'name': 'Confit de canard du Sud-Ouest', 'quantity': 'quatre cuisses', 'cookingMethod': 'conservé', 'type': 'food', 'event': 'unknownEvent', 'brand': 'Maîtres Occitans', 'company': 'Les Cafés Richard'}], 'cost': 0.0} -------------------------------------------------------------------------------- ----------- result to be analyzed ----------- {'name': 'Confit de canard du Sud-Ouest', 'quantity': 'quatre cuisses', 'cookingMethod': 'conservé', 'type': 'food', 'event': 'unknownEvent', 'brand': 'Maîtres Occitans', 'company': 'Les Cafés Richard'} 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 '% confit de canard sud ouest %' AND V_NormTrademark LIKE '%maitres occitans%' --> CPU time in DB: 0.1194 seconds Word: Confit de Canard du Sud Ouest - dist: 0.1769460290670395 - row: 5573 Word: Confit de Manchons de Canard du Sud Ouest - dist: 0.3218632936477661 - row: 53431 Word: Confit de Canard du Sud Ouest au Sel des Landes - dist: 0.33605292439460754 - row: 16224 Word: Confit d'Oie du Sud Ouest - dist: 0.34060773253440857 - row: 47687 Word: Confit de Gésiers de Canard du Sud Ouest - dist: 0.34586942195892334 - row: 21549 Found embedding word: Confit de Canard du Sud Ouest 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 = 'Confit de Canard du Sud Ouest' ------------- Found solution (max 20) -------------- Confit de Canard du Sud Ouest - confit de canard sud ouest - - Labeyrie - 0 - 3033610018315 - 3033610018315 - OFF#6209c54e0bc86377b261d9f630bb81d7 Confit de Canard du Sud Ouest - confit de canard sud ouest - - Delpeyrat - 0 - 3067162253214 - 3067162253214 - OFF#45d6537456654d821a04fd5510d7f851 Confit de Canard du Sud Ouest - confit de canard sud ouest - - Delhaize - 0 - 3067163625812 - 3067163625812 - OFF#f07c375b15588d47b21d2a48e09e9c75 Confit de Canard du Sud Ouest - confit de canard sud ouest - - Casino - 0 - 3222472049890 - 3222472049890 - OFF#bd021485727849153672570041282afc Confit de Canard du Sud Ouest - confit de canard sud ouest - - Carrefour - 0 - 3245390073303 - 3245390073303 - OFF#3074006d8947711740543e1f4fc352ae Confit de Canard du Sud Ouest - confit de canard sud ouest - - Intermarché - 0 - 3250390117971 - 3250390117971 - OFF#dca63a820e385690efc71caaf81d04e3 Confit de Canard du Sud Ouest - confit de canard sud ouest - - Belle France - 0 - 3258563230502 - 3258563230502 - OFF#25ed20bedb27b660df32efe494e8ce17 Confit de Canard du Sud Ouest - confit de canard sud ouest - - Leader Price - 0 - 3263851785619 - 3263851785619 - OFF#3125c04c5ce5dc4c2b0af4429094640a Confit de Canard du Sud Ouest - confit de canard sud ouest - - Thiriet - 0 - 3292590853105 - 3292590853105 - OFF#136846210f3f8edef3ddebfbdc488bb5 Confit de Canard du Sud Ouest - confit de canard sud ouest - - Reflets de France - 0 - 3560070452705 - 3560070452705 - OFF#7b61ec784d83081bdd362a7e742fbdea Confit de Canard du Sud Ouest - confit de canard sud ouest - - Leclerc - 0 - 3564709002859 - 3564709002859 - OFF#2b58f500287410c1795022047cd4fef0 Confit de Canard du Sud Ouest - confit de canard sud ouest - - Labeyrie - 0 - 3033610018476 - 3033610018315 - OFF#f642c44ee010e754be8006f58c523050 Confit de Canard du Sud Ouest - confit de canard sud ouest - - Delpeyrat - 0 - 3067165040248 - 3067162253214 - OFF#78b771ab5cc9d906adf719d4b6e4b7d7 Confit de Canard du Sud Ouest - confit de canard sud ouest - - Carrefour - 0 - 3560070605637 - 3245390073303 - OFF#9bcbd80e16b1661eeaaf43583c856c60 Confit de Canard du Sud Ouest - confit de canard sud ouest - - Carrefour - 0 - 3245390189431 - 3245390073303 - OFF#1f1fab3bfcecd9a4bc5af4e9a21fe9cc Confit de Canard du Sud Ouest - confit de canard sud ouest - - Reflets de France - 0 - 3560070846818 - 3560070452705 - OFF#102392b8746a0340643fdefdbfb6393e Confit de Canard du Sud Ouest - confit de canard sud ouest - - Leclerc - 0 - 3564709049052 - 3564709002859 - OFF#c966b7f60ea838d8f1c8db3b51e17cbf Confit de Canard du Sud Ouest - confit de canard sud ouest - - Leclerc - 0 - 3564709052519 - 3564709002859 - OFF#3f5934c0c0e259c4074bddc10866609d ---------------------------------------------------- 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 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 --------------------------------- final result ----------------------------------- {'prompt': '', 'model': 'mistral-large-2411', 'imagePath': '/home/debian/html/nutritwin/output_llm/67cf26baacd3b/capture.jpg', 'intents': ['Identify foods and beverages in an image'], 'solutions': {'nutrition': [{'name': 'Confit de Canard du Sud Ouest', 'normName': ' confit de canard sud ouest ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#6209c54e0bc86377b261d9f630bb81d7', 'quantity': 'quatre cuisses', 'quantityLem': '4 cuisse', 'pack': ['HEN.w300'], 'type': 'food', 'gtin': '3033610018315', 'gtinRef': '3033610018315', 'brand': 'Labeyrie', 'time': '', 'event': 'unknownEvent', 'serving': '', 'posiNormName': 0}], 'activity': [], 'response': {}}, 'cputime': 7.249454736709595} ---------------------------------------------------------------------------------- LLM CPU Time: 7.249454736709595