Input path: /home/debian/html/nutritwin/output_llm/66570b664d102/input.json
Output path: /home/debian/html/nutritwin/output_llm/66570b664d102/output.json
Input text: J'ai bu une bière ce matin avec un melon et j'ai mangé un sandwich au jambon et je suis allé courir 30 minutes dans le parc d'à côté
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: J'ai bu une bière ce matin avec un melon et j'ai mangé un sandwich au jambon et je suis allé courir 30 minutes dans le parc d'à côté
==================================================================================================================================
==================================== Prompt =============================================
Identify in this list of intents: ["Identify food consumption or declaration", "Identify the user physical activity", "Answer a nutrition question", "Other intent"], the intents of the prompt: ###J'ai bu une bière ce matin avec un melon et j'ai mangé un sandwich au jambon et je suis allé courir 30 minutes dans le parc d'à côté###.
Format the result in JSON format: {intents: []}.
=========================================================================================
------------------------------ LLM Raw response -----------------------------
```json
{
"intents": [
"Identify food consumption or declaration",
"Identify the user physical activity"
]
}
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
{
"intents": [
"Identify food consumption or declaration",
"Identify the user physical activity"
]
}
```
------------------------------------------------------
------------------------ After simplification ------------------------
{ "intents": [ "Identify food consumption or declaration", "Identify the user physical activity" ]}
----------------------------------------------------------------------
==================================== Prompt =============================================
Convert this natural language query : """J'ai bu une bière ce matin avec un melon et j'ai mangé un sandwich au jambon et je suis allé courir 30 minutes dans le parc d'à côté""" into an array in JSON of consumed foods and beverages.
Provide a solution without explanation.
Use only the 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 drink identifier, the name should not contain information related to quantity or container (like glass...). The cooking mode is not in the name. When the brand is very well-known (ex: Activia, Coca-Cola), the name is equal to the brand. Keep the same language"@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 examples in french: '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. Keep the same language"@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 'brand' is not specified and, the food or beverage is very well-known (like 'Coca-Cola'), provide the brand name in 'brand', otherwise set 'brand' to ''."@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.
"""
=========================================================================================
------------------------------ LLM Raw response -----------------------------
```json
[
{
"name": "bière",
"quantity": "une",
"type": "beverage",
"timeOfTheDay": "breakfast",
"event": "declaration"
},
{
"name": "melon",
"quantity": "un",
"type": "food",
"timeOfTheDay": "breakfast",
"event": "declaration"
},
{
"name": "sandwich au jambon",
"quantity": "un",
"type": "food",
"timeOfTheDay": "breakfast",
"event": "declaration"
}
]
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
[
{
"name": "bière",
"quantity": "une",
"type": "beverage",
"timeOfTheDay": "breakfast",
"event": "declaration"
},
{
"name": "melon",
"quantity": "un",
"type": "food",
"timeOfTheDay": "breakfast",
"event": "declaration"
},
{
"name": "sandwich au jambon",
"quantity": "un",
"type": "food",
"timeOfTheDay": "breakfast",
"event": "declaration"
}
]
```
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "bière", "quantity": "une", "type": "beverage", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "melon", "quantity": "un", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }, { "name": "sandwich au jambon", "quantity": "un", "type": "food", "timeOfTheDay": "breakfast", "event": "declaration" }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'bière', 'quantity': 'une', 'type': 'beverage', 'timeOfTheDay': 'breakfast', 'event': 'declaration'}, {'name': 'melon', 'quantity': 'un', 'type': 'food', 'timeOfTheDay': 'breakfast', 'event': 'declaration'}, {'name': 'sandwich au jambon', 'quantity': 'un', 'type': 'food', 'timeOfTheDay': 'breakfast', 'event': 'declaration'}], 'cost': 0.0}
--------------------------------------------------------------------------------
----------- result to be analyzed -----------
{'name': 'bière', 'quantity': 'une', 'type': 'beverage', 'timeOfTheDay': 'breakfast', '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 '% biere %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Bière - biere - - - 18991 - - - KCA#1d11a6915401dd88b3b740d39895862f
Bière Allégée - biere allegee - - - 84 - - - KCA#84ee3801c88bbf7fe2a329f87a93cdcb
Bière Blanche - biere blanche - - - 0 - - - CIQ#475caf56ce3ea751a299f73d5a818568
Bière d'Abbaye - biere abbaye - - - 2685 - - - KCA#9f3d1b16ed38f0776c6e2cb9ef7670d3
Bière sans Alcool - biere san alcool - - - 655 - - - KCA#f2b5c22bd8388d037dd6b6f5ae405f98
Bière sans Alcool - biere san alcool - <1,2° alcool - - 0 - - - CIQ#6ee02940a6e8d8882ca6f1a6a35c7c83
Bière Demi Brasserie - biere demi brasserie - - - 353 - - - KCA#b8d7d5e4cc1dcaa8ed2669a4ed59a3ee
Bière 'Spéciale' 5-6° - biere speciale 6° - - - 1945 - - - KCA#0a60e3e86f21ca783cf5636a326ebc2e
Bière de Spécialité ou Régionale - biere de specialite ou regionale - - - 190 - - - KCA#11b841bfd82a052d34e6c643f8bec396
Coq à la Bière - coq biere - - - 7 - - - KCA#ac6d432d8f6440ff37168d57a364091f
Soupe à la Bière - soupe biere - la bière - - 0 - - - KCA#5d823e0c912390b7753ac7c6af959cf0
Levure de Bière - levure de biere - - - 533 - - - KCA#4913b875dd74e41a0a8a074476b69811
----------------------------------------------------
----------- result to be analyzed -----------
{'name': 'melon', 'quantity': 'un', 'type': 'food', 'timeOfTheDay': 'breakfast', '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 '% melon %' AND (V_NormTrademark = '' OR V_NormTrademark IS NULL)
------------- Found solution (max 20) --------------
Melon - melon - gros - - 0 - - - KCA#5cc523eef9e42851707c24552b47f6af
Melon - melon - petit - - 15997 - - - KCA#885237474ee2442ff374f85fc6fb6e49
Melon - melon - blanc - - 1433 - - - KCA#10bed80aac0f11015597dd722b0402d0
Melon au Cassis - melon cassi - - - 59 - - - KCA#f42b7e69e07e21854350a0f4e9d88060
Melon au Pastis - melon pasti - - - 14 - - - KCA#cc977c7170a74c39f55770239fe8c34d
Melon Cantaloup - melon cantaloup - par ex.: Charentais, de Cavaillon, pulpe, cru - - 0 - - - CIQ#2f89188f745a5f9eb9b09cf8af524649
Melons au Muscat - melon muscat - - - 5 - - - KCA#93d92ba1896cc0c9247829b9a00ac517
Melon des Bénédictins - melon de benedictin - - - 5 - - - KCA#b276e8efcf8fb1fbfabc9ee62e3e711e
Compote Melon - compote melon - - - 9 - - - KCA#84d506540870d2b2a4b3c6d33069092a
Billes de Melon - bille de melon - - - 206 - - - KCA#d8157715bf2f44357e5a4eeaaf6d2069
Jus d'Orange, Ananas et Glace au Melon - ju orange anana glace melon - - - 21 - - - KCA#3e4e71456576da23059304f3eba50c9c
----------------------------------------------------
----------- result to be analyzed -----------
{'name': 'sandwich au jambon', 'quantity': 'un', 'type': 'food', 'timeOfTheDay': 'breakfast', '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 '% sandwich jambon %' 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 '% sandwich jambon %' AND V_NormTrademark LIKE '%%'
------------- Found solution (max 20) --------------
Croque Monsieur - croque monsieur - - Starbucks - 0 - 3700365092791 - 3700365092791 - OFF#f680b2833f2d16fdc8fa21bc2f5051f4
Pain Polaire Surprise - pain polaire surprise - - Carrefour - 0 - 3560071067533 - 3560071067533 - OFF#7ba281b28490d1d425d5448caff19ce7
Le Jambon Fumé Comté AOP - jambon fume comte aop - - Monoprix - 0 - 3350033274808 - 3350033274808 - OFF#576130ad3aa43ec111c1e2d5eaf88a05
Jambon Cheddar et Roquette - jambon cheddar roquette - - Monoprix - 0 - 3350033199552 - 3350033199552 - OFF#59768325df841c07684b18e39df6b5e9
Le Petit Viennois Jambon Beurre - petit viennoi jambon beurre - - Monoprix - 0 - 3350033183070 - 3350033183070 - OFF#ac467c1ee45336a8940d95d9e9a8f579
Simple et Bon Complet Jambon Beurre - simple bon complet jambon beurre - - Sodebo - 0 - 3242272861058 - 3242272861058 - OFF#1ed117a739d3bed3cbc7650c4afc49d0
Xxl 3 Jambon Emmental Salade 1 Gratuit - xxl jambon emmental salade gratuit - - Daunat - 0 - 3367651003680 - 3367651003680 - OFF#fdb69ad3194c5dc60dd8e1a3491565f4
Sandwich Maxi Simple Bon Jambon Salade Emmental - sandwich maxi simple bon jambon salade emmental - - Sodebo - 0 - 3242272907251 - 3242272907251 - OFF#4c8d2a7c166b43ad59940dd7062627bf
Le Club Jambon Emmental et Pain de Mie au Blé Malté - club jambon emmental pain de mie ble malte - - Monoprix - 0 - 3350033021150 - 3350033021150 - OFF#b66a66aded20a321501798cb9e068a75
Sandwich Jambon Cuit - sandwich jambon cuit - - Carrefour - 0 - 5400101055797 - 5400101055797 - OFF#1db1ee3db9926e1d54c860f2b05d23c9
Sandwich Jambon Chèvre - sandwich jambon chevre - - Sodebo - 0 - 16958395 - 16958395 - OFF#b0bd0a61822057a02bd645eeaa97cb2a
Sandwich Jambon Beurre - sandwich jambon beurre - - Cora - 0 - 3257981230804 - 3257981230804 - OFF#df2c3ed8f8d4bf5c06d723fc0f53163b
Sandwich Jambon Beurre - sandwich jambon beurre - - Belle France - 0 - 3258561471037 - 3258561471037 - OFF#80691b1d68ad2c2cae779666783f2d77
Sandwich Jambon Beurre - sandwich jambon beurre - - Franprix - 0 - 3263858768714 - 3263858768714 - OFF#1af700d4f0e31f205cebd97609b52591
Sandwich Jambon Beurre - sandwich jambon beurre - - Franprix - 0 - 3263858768721 - 3263858768714 - OFF#810cd55349743dcc3113c6000a8f13df
Sandwich Jambon Cheddar - sandwich jambon cheddar - - Daunat - 0 - 13676513 - 13676513 - OFF#be510678d401cfad6f31279f1b7c5866
Sandwich Jambon Fromage - sandwich jambon fromage - - Marks & Spencer - 0 - 29038305 - 29038305 - OFF#0cd8a35c87512eb3d3739295278be696
Sandwich Jambon Cheddar - sandwich jambon cheddar - - Cora - 0 - 3257985754580 - 3257985754580 - OFF#1813c52e6c3d085aa9bd7e7ffa5b0816
Sandwich Jambon Crudité - sandwich jambon crudite - - Monoprix - 0 - 3350033021167 - 3350033021167 - OFF#d7f7bc914e02a95528ca6754a713c432
Sandwich Jambon Emmental - sandwich jambon emmental - - Les Mousquetaires - 0 - 3250392384364 - 3250392384364 - OFF#afe625c2115a98e4139e3fce4cb16c49
----------------------------------------------------
==================================== Prompt =============================================
Convert this natural language query : """J'ai bu une bière ce matin avec un melon et j'ai mangé un sandwich au jambon et je suis allé courir 30 minutes dans le parc d'à côté""" into an array in JSON of sport or physical activities.
Provide a solution in JSON without explanation.
Use only the ontology described in this Turtle/RDF model:
"""
@prefix activity: .
@prefix rdfs: .
@prefix xsd: .
@prefix owl: .
@prefix prov: .
activity: a owl:Ontology ;
rdfs:comment "Definition of the sport and physical activity archetype"@en .
activity:name a owl:DatatypeProperty;
rdfs:label "name"@en;
rdfs:comment "Sport or physical activity identifier, the name should not contain information related to duration.It is mandatory. Ignore the negative action. Keep the same language"@en;
rdfs:range xsd:string.
activity:duration a owl:DatatypeProperty ;
rdfs:label "duration"@en;
rdfs:comment "t is the time spent to practise the activity or the sport. This duration must be in minute. If the duration is unknown, set duration to 0. A full day of activity is equivalent to a duration of 8 hours. A half day of activity is equivalent to a duration of 4 hours."@en;
rdfs:range xsd:integer.
# Define the enumeration class
activity:EnumActivity a rdfs:Class .
activity:BasketBall a activity:EnumActivity ;
rdfs:label "Basket-ball"@fr .
activity:Cyclisme a activity:EnumActivity ;
rdfs:label "Cyclisme"@fr .
activity:Boxe a activity:EnumActivity ;
rdfs:label "Boxe"@fr .
activity:Danse a activity:EnumActivity ;
rdfs:label "Danse"@fr .
activity:Zumba a activity:EnumActivity ;
rdfs:label "Zumba"@fr .
activity:PlongeeSousMarine a activity:EnumActivity ;
rdfs:label "Plongée sous-marine"@fr .
activity:Escrime a activity:EnumActivity ;
rdfs:label "Escrime"@fr .
activity:Football a activity:EnumActivity ;
rdfs:label "Football"@fr .
activity:Jardinage a activity:EnumActivity ;
rdfs:label "Jardinage"@fr .
activity:Golf a activity:EnumActivity ;
rdfs:label "Golf"@fr .
activity:Gymnastique a activity:EnumActivity ;
rdfs:label "Gymnastique"@fr .
activity:Judo a activity:EnumActivity ;
rdfs:label "Judo"@fr .
activity:Karate a activity:EnumActivity ;
rdfs:label "Karaté"@fr .
activity:CordeASauter a activity:EnumActivity ;
rdfs:label "Corde à sauter"@fr .
activity:RameurDAppartement a activity:EnumActivity ;
rdfs:label "Rameur d'appartement"@fr .
activity:CourseAPied a activity:EnumActivity ;
rdfs:label "Course à pied"@fr .
activity:FaireLAmour a activity:EnumActivity ;
rdfs:label "Faire l'amour"@fr .
activity:SkiDeDescente a activity:EnumActivity ;
rdfs:label "Ski de descente"@fr .
activity:Natation a activity:EnumActivity ;
rdfs:label "Natation"@fr .
activity:Tennis a activity:EnumActivity ;
rdfs:label "Tennis"@fr .
activity:TapisDeCourse a activity:EnumActivity ;
rdfs:label "Tapis de course"@fr .
activity:SkiDeFond a activity:EnumActivity ;
rdfs:label "Ski de fond"@fr .
activity:VeloDAppartement a activity:EnumActivity ;
rdfs:label "Vélo d'appartement"@fr .
activity:Aquabiking a activity:EnumActivity ;
rdfs:label "Aquabiking"@fr .
activity:VeloElliptique a activity:EnumActivity ;
rdfs:label "Vélo elliptique"@fr .
activity:Equitation a activity:EnumActivity ;
rdfs:label "Equitation"@fr .
activity:Escalade a activity:EnumActivity ;
rdfs:label "Escalade"@fr .
activity:PatinsEnLigne a activity:EnumActivity ;
rdfs:label "Patins en ligne"@fr .
activity:TennisDeTable a activity:EnumActivity ;
rdfs:label "Tennis de table"@fr .
activity:Marche a activity:EnumActivity ;
rdfs:label "Marche"@fr .
activity:MarcheAvecUnChien a activity:EnumActivity ;
rdfs:label "Marche avec un chien"@fr .
activity:TachesMenageres a activity:EnumActivity ;
rdfs:label "Tâches ménagères"@fr .
activity:MarcheNordique a activity:EnumActivity ;
rdfs:label "Marche nordique"@fr .
activity:event a owl:DatatypeProperty ;
rdfs:label "event"@en;
rdfs:comment "Event of eating or drinking. Each must have an event"@en;
rdfs:range xsd:string.
activity:intent a activity:event ;
rdfs:label "intent"@en ;
rdfs:comment "When the event should happen"@en.
activity:declaration a activity:event ;
rdfs:label "declaration"@en ;
rdfs:comment "When the event has already occured"@en.
activity:unknownEvent a activity:event ;
rdfs:label "unknown"@en ;
rdfs:comment "When the event is unknown in the day, it is the default value"@en.
activity:enumIntensity a rdfs:Class .
activity:intensity a owl:DatatypeProperty ;
rdfs:label "intensity"@en;
rdfs:comment "Sport or activity intensity"@en;
rdfs:range activity:enumIntensity .
activity:lowLevel a activity:enumIntensity ;
rdfs:label "low"@en ;
rdfs:comment "When the activity intensity is low"@en.
activity:moderateLevel a activity:enumIntensity ;
rdfs:label "moderate"@en ;
rdfs:comment "When the activity intensity is moderate"@en.
activity:highLevel a activity:enumIntensity ;
rdfs:label "high"@en ;
rdfs:comment "When the activity intensity is high"@en.
activity:intenseLevel a activity:enumIntensity ;
rdfs:label "intense"@en ;
rdfs:comment "When the activity intensity is intense"@en.
activity:veryIntenseLevel a activity:enumIntensity ;
rdfs:label "very intense"@en ;
rdfs:comment "When the activity intensity is very intense or like a daredevil or like a madman or I sweat a lot"@en.
activity:unknownLevel a activity:enumIntensity ;
rdfs:label "unknown"@en ;
rdfs:comment "When the activity intensity is unknown, it is the default value"@en.
"""
=========================================================================================
------------------------------ LLM Raw response -----------------------------
```json
[
{
"name": "Course à pied",
"duration": 30
}
]
```
-----------------------------------------------------------------------------
----------------- Make it compliant ------------------
```json
[
{
"name": "Course à pied",
"duration": 30
}
]
```
------------------------------------------------------
------------------------ After simplification ------------------------
[ { "name": "Course à pied", "duration": 30 }]
----------------------------------------------------------------------
--------------------------------- LLM result -----------------------------------
{'response': [{'name': 'Course à pied', 'duration': 30}], 'cost': 0.0}
--------------------------------------------------------------------------------
--------------------------------- final result -----------------------------------
{'prompt': "J'ai bu une bière ce matin avec un melon et j'ai mangé un sandwich au jambon et je suis allé courir 30 minutes dans le parc d'à côté", 'intents': ['Identify food consumption or declaration', 'Identify the user physical activity'], 'model': 'gpt-4o-2024-05-13', 'solutions': {'nutrition': [{'name': 'Bière', 'normName': ' biere ', 'comment': '', 'normComment': '', 'rank': 18991, 'id': 'KCA#1d11a6915401dd88b3b740d39895862f', 'quantity': 'une', 'quantityLem': '1', 'pack': ['BIE', 'C3B', 'C33', 'C50', 'BI4'], 'type': 'beverage', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'breakfast', 'event': 'declaration', 'serving': 'BIE-100', 'posiNormName': 0}, {'name': 'Melon', 'normName': ' melon ', 'comment': 'gros', 'normComment': ' gro ', 'rank': 0, 'id': 'KCA#5cc523eef9e42851707c24552b47f6af', 'quantity': 'un', 'quantityLem': '1', 'pack': ['MEL.w1000', 'CUB.w10'], 'type': 'food', 'gtin': '', 'gtinRef': '', 'brand': '', 'time': 'breakfast', 'event': 'declaration', 'serving': 'MEL-100', 'posiNormName': 0}, {'name': 'Croque Monsieur', 'normName': ' croque monsieur ', 'comment': '', 'normComment': '', 'rank': 0, 'id': 'OFF#f680b2833f2d16fdc8fa21bc2f5051f4', 'quantity': 'un', 'quantityLem': '1', 'pack': ['SAN.w150'], 'type': 'food', 'gtin': '3700365092791', 'gtinRef': '3700365092791', 'brand': 'Starbucks', 'time': 'breakfast', 'event': 'declaration', 'serving': 'SAN-100', 'posiNormName': -1}], 'activity': [{'trigram': 'RUN', 'duration': 30, 'event': '', 'level': 'RUN10'}], 'response': {}}, 'cputime': 5.925928592681885}
----------------------------------------------------------------------------------
LLM CPU Time: 5.925928592681885