jp170na/dp-zp-agent
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

csv a json

Browse Source
This commit is contained in:
Ján Pták 2026-08-16 00:08:59 +02:00
parent 6453397f20
commit e26bbd096f
2 changed files with 281 additions and 53 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

13
evaluation/results/rag_answers_dev_selected.csv
View File

@ -1,4 +1,13 @@
id,split,category,difficulty,question,requested_model,response_model,tool_called,tool_call_count,answer_contains_score,source_url_score,should_answer_score,overall_score,strict_pass,expected_answer_contains,expected_source_urls,rag_source_urls,answer,first_model_latency_seconds,tool_latency_seconds,final_model_latency_seconds,total_latency_seconds,prompt_tokens,completion_tokens,total_tokens,error
q0005,dev,paraphrase,medium,Akej téme sa venuje diplomová práca Jána Holpa?,model120-fast,Qwen3.5-122B-A10B-Q4_K_M,True,1,1.0,1.0,1.0,1.0,True,"[""Systém získavania informácií v slovenskom jazyku""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny"", ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp"", ""https://zp.kemt.fei.tuke.sk/students/2017/martin_jancura"", ""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]","Diplomová práca Jána Holpa sa venuje téme Systém získavania informácií v slovenskom jazyku.
q0005,dev,paraphrase,medium,Aká téma diplomovej práce je uvedená pri osobe „Ján Holp“?,model120-fast,Qwen3.5-122B-A10B-Q4_K_M,True,1,1.0,1.0,1.0,1.0,True,"[""Systém získavania informácií v slovenskom jazyku""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp"", ""https://zp.kemt.fei.tuke.sk/students/2017/martin_jancura"", ""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus"", ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]","Témou diplomovej práce Jána Holpa je „Systém získavania informácií v slovenskom jazyku"".
Zdroj: https://zp.kemt.fei.tuke.sk/students/2016/jan_holp",1.951634,0.058957,5.793241,7.804296,6651,123,6774,
Zdroj: https://zp.kemt.fei.tuke.sk/students/2016/jan_holp",1.828308,0.129755,5.880594,7.839001,6761,106,6867,
q0106,dev,paraphrase,medium,Aká téma bakalárskej práce je uvedená pri osobe „Patrik Pavlišin“?,model120-fast,Qwen3.5-122B-A10B-Q4_K_M,True,1,1.0,1.0,1.0,1.0,True,"[""Metódy automatického prekladu""]","[""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin""]","[""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin"", ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp"", ""https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan"", ""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp"", ""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko""]","Témou bakalárskej práce Patrika Pavlišina je „Metódy automatického prekladu"".
Zdroj: https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin",1.348684,0.060836,5.749333,7.159101,6608,94,6702,
q0382,dev,paraphrase,medium,Aká téma diplomového projektu je uvedená pri osobe „Ján Pták“?,model120-fast,Qwen3.5-122B-A10B-Q4_K_M,True,1,1.0,1.0,1.0,1.0,True,"[""Agent pre manažment záverečných prác""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""]","Pri osobe Ján Pták je uvedená téma diplomového projektu Agent pre manažment záverečných prác.
Zdroj: https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak",1.453879,0.039251,3.338716,4.832013,3161,101,3262,
q0441,dev,paraphrase,medium,Aká téma bakalárskej práce je uvedená pri osobe „Yevhenii Medushivskyi“?,model120-fast,Qwen3.5-122B-A10B-Q4_K_M,True,1,0.0,1.0,1.0,0.75,False,"[""Získavanie textu z webových stránok""]","[""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""]","[""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi"", ""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov"", ""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko"", ""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh"", ""https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets""]","V dostupných dokumentoch ZP Wiki sa explicitne uvedená téma bakalárskej práce pre Yevhenii Medushivskyi nenachádza, dokument však obsahuje zoznam úloh a cieľov práce zameraných na vytvorenie crawlera, text mining a natrénoval prediktor získaného textu.
Zdroj: https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi",1.570533,0.063093,7.048205,8.682057,7356,159,7515,

1 id split category difficulty question requested_model response_model tool_called tool_call_count answer_contains_score source_url_score should_answer_score overall_score strict_pass expected_answer_contains expected_source_urls rag_source_urls answer first_model_latency_seconds tool_latency_seconds final_model_latency_seconds total_latency_seconds prompt_tokens completion_tokens total_tokens error
2 q0005 dev paraphrase medium Akej téme sa venuje diplomová práca Jána Holpa? Aká téma diplomovej práce je uvedená pri osobe „Ján Holp“? model120-fast Qwen3.5-122B-A10B-Q4_K_M True 1 1.0 1.0 1.0 1.0 True ["Systém získavania informácií v slovenskom jazyku"] ["https://zp.kemt.fei.tuke.sk/students/2016/jan_holp"] ["https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny", "https://zp.kemt.fei.tuke.sk/students/2016/jan_holp", "https://zp.kemt.fei.tuke.sk/students/2017/martin_jancura", "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik"] ["https://zp.kemt.fei.tuke.sk/students/2016/jan_holp", "https://zp.kemt.fei.tuke.sk/students/2017/martin_jancura", "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus", "https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik"] Diplomová práca Jána Holpa sa venuje téme Systém získavania informácií v slovenskom jazyku. Zdroj: https://zp.kemt.fei.tuke.sk/students/2016/jan_holp Témou diplomovej práce Jána Holpa je „Systém získavania informácií v slovenskom jazyku". Zdroj: https://zp.kemt.fei.tuke.sk/students/2016/jan_holp 1.951634 1.828308 0.058957 0.129755 5.793241 5.880594 7.804296 7.839001 6651 6761 123 106 6774 6867
3 q0106 dev paraphrase medium Aká téma bakalárskej práce je uvedená pri osobe „Patrik Pavlišin“? model120-fast Qwen3.5-122B-A10B-Q4_K_M True 1 1.0 1.0 1.0 1.0 True ["Metódy automatického prekladu"] ["https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin"] ["https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin", "https://zp.kemt.fei.tuke.sk/students/2016/jan_holp", "https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan", "https://zp.kemt.fei.tuke.sk/students/2019/david_stromp", "https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko"] Témou bakalárskej práce Patrika Pavlišina je „Metódy automatického prekladu". Zdroj: https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin 1.348684 0.060836 5.749333 7.159101 6608 94 6702
4 q0382 dev paraphrase medium Aká téma diplomového projektu je uvedená pri osobe „Ján Pták“? model120-fast Qwen3.5-122B-A10B-Q4_K_M True 1 1.0 1.0 1.0 1.0 True ["Agent pre manažment záverečných prác"] ["https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak"] ["https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak"] Pri osobe Ján Pták je uvedená téma diplomového projektu Agent pre manažment záverečných prác. Zdroj: https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak 1.453879 0.039251 3.338716 4.832013 3161 101 3262
5 q0441 dev paraphrase medium Aká téma bakalárskej práce je uvedená pri osobe „Yevhenii Medushivskyi“? model120-fast Qwen3.5-122B-A10B-Q4_K_M True 1 0.0 1.0 1.0 0.75 False ["Získavanie textu z webových stránok"] ["https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi"] ["https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi", "https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov", "https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko", "https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh", "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets"] V dostupných dokumentoch ZP Wiki sa explicitne uvedená téma bakalárskej práce pre Yevhenii Medushivskyi nenachádza, dokument však obsahuje zoznam úloh a cieľov práce zameraných na vytvorenie crawlera, text mining a natrénoval prediktor získaného textu. Zdroj: https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi 1.570533 0.063093 7.048205 8.682057 7356 159 7515
6
7
8
9
10
11
12
13

321
evaluation/results/rag_answers_dev_selected.json
View File

@ -1,60 +1,72 @@
{
"generated_at": "2026-08-15T21:23:09.401870+00:00",
"generated_at": "2026-08-15T22:03:41.030876+00:00",
"status": "complete",
"split": "dev",
"requested_model": "model120-fast",
"questions_path": "/home/janko/DP/zp-agent/evaluation/questions.json",
"openwebui_url": "https://ui.tukekemt.xyz/api/chat/completions",
"rag_url": "http://localhost:8000/rag",
"configuration": {
"questions_file": "/home/janko/DP/zp-agent/evaluation/json_files/questions.json",
"overrides_file": "/home/janko/DP/zp-agent/evaluation/json_files/rag_answer_overrides.json",
"applied_override_ids": [
"q0005",
"q0106",
"q0382",
"q0441"
],
"split": "dev",
"selected_question_count": 4,
"requested_model": "model120-fast",
"openwebui_url": "https://ui.tukekemt.xyz/api/chat/completions",
"rag_url": "http://localhost:8000/rag",
"timeout": 180,
"delay": 0.0
},
"summary": {
"total": 1,
"completed": 1,
"total": 4,
"completed": 4,
"errors": 0,
"tool_call_rate": 1.0,
"answer_contains_score": 1.0,
"answer_contains_score": 0.75,
"source_url_score": 1.0,
"should_answer_score": 1.0,
"overall_score": 1.0,
"strict_pass_count": 1,
"strict_pass_rate": 1.0,
"mean_latency_seconds": 7.804296,
"prompt_tokens": 6651,
"completion_tokens": 123,
"total_tokens": 6774,
"overall_score": 0.9375,
"strict_pass_count": 3,
"strict_pass_rate": 0.75,
"mean_latency_seconds": 7.128043,
"prompt_tokens": 23886,
"completion_tokens": 460,
"total_tokens": 24346,
"by_category": {
"paraphrase": {
"total": 1,
"completed": 1,
"total": 4,
"completed": 4,
"errors": 0,
"tool_call_rate": 1.0,
"answer_contains_score": 1.0,
"answer_contains_score": 0.75,
"source_url_score": 1.0,
"should_answer_score": 1.0,
"overall_score": 1.0,
"strict_pass_count": 1,
"strict_pass_rate": 1.0,
"mean_latency_seconds": 7.804296,
"prompt_tokens": 6651,
"completion_tokens": 123,
"total_tokens": 6774
"overall_score": 0.9375,
"strict_pass_count": 3,
"strict_pass_rate": 0.75,
"mean_latency_seconds": 7.128043,
"prompt_tokens": 23886,
"completion_tokens": 460,
"total_tokens": 24346
}
},
"by_difficulty": {
"medium": {
"total": 1,
"completed": 1,
"total": 4,
"completed": 4,
"errors": 0,
"tool_call_rate": 1.0,
"answer_contains_score": 1.0,
"answer_contains_score": 0.75,
"source_url_score": 1.0,
"should_answer_score": 1.0,
"overall_score": 1.0,
"strict_pass_count": 1,
"strict_pass_rate": 1.0,
"mean_latency_seconds": 7.804296,
"prompt_tokens": 6651,
"completion_tokens": 123,
"total_tokens": 6774
"overall_score": 0.9375,
"strict_pass_count": 3,
"strict_pass_rate": 0.75,
"mean_latency_seconds": 7.128043,
"prompt_tokens": 23886,
"completion_tokens": 460,
"total_tokens": 24346
}
}
},
@ -64,7 +76,8 @@
"split": "dev",
"category": "paraphrase",
"difficulty": "medium",
"question": "Akej téme sa venuje diplomová práca Jána Holpa?",
"question": "Aká téma diplomovej práce je uvedená pri osobe „Ján Holp“?",
"override_applied": true,
"requested_model": "model120-fast",
"expected_documents": [
"pages/students/2016/jan_holp/README.md"
@ -77,42 +90,41 @@
],
"should_answer": true,
"note": null,
"answer": "Diplomová práca Jána Holpa sa venuje téme Systém získavania informácií v slovenskom jazyku.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2016/jan_holp",
"answer": "Témou diplomovej práce Jána Holpa je „Systém získavania informácií v slovenskom jazyku\".\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2016/jan_holp",
"tool_called": true,
"tool_call_count": 1,
"tool_calls": [
{
"name": "retrieve_zpwiki_context",
"arguments": {
"query": "diplomová práca Jána Holpa téma",
"limit": 5,
"published_only": true
"query": "téma diplomovej práce Ján Holp",
"limit": 5
},
"latency_seconds": 0.058957,
"latency_seconds": 0.129755,
"source_urls": [
"https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny",
"https://zp.kemt.fei.tuke.sk/students/2016/jan_holp",
"https://zp.kemt.fei.tuke.sk/students/2017/martin_jancura",
"https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky",
"https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus",
"https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik"
]
}
],
"rag_source_urls": [
"https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny",
"https://zp.kemt.fei.tuke.sk/students/2016/jan_holp",
"https://zp.kemt.fei.tuke.sk/students/2017/martin_jancura",
"https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky",
"https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus",
"https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik"
],
"first_model_latency_seconds": 1.951634,
"tool_latency_seconds": 0.058957,
"final_model_latency_seconds": 5.793241,
"total_latency_seconds": 7.804296,
"first_model_latency_seconds": 1.828308,
"tool_latency_seconds": 0.129755,
"final_model_latency_seconds": 5.880594,
"total_latency_seconds": 7.839001,
"usage": {
"prompt_tokens": 6651,
"completion_tokens": 123,
"total_tokens": 6774
"prompt_tokens": 6761,
"completion_tokens": 106,
"total_tokens": 6867
},
"response_model": "Qwen3.5-122B-A10B-Q4_K_M",
"answer_matches": [
@ -130,6 +142,213 @@
"overall_score": 1.0,
"strict_pass": true,
"error": null
},
{
"id": "q0106",
"split": "dev",
"category": "paraphrase",
"difficulty": "medium",
"question": "Aká téma bakalárskej práce je uvedená pri osobe „Patrik Pavlišin“?",
"override_applied": true,
"requested_model": "model120-fast",
"expected_documents": [
"pages/students/2016/patrik_pavlisin/README.md"
],
"expected_source_urls": [
"https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin"
],
"expected_answer_contains": [
"Metódy automatického prekladu"
],
"should_answer": true,
"note": null,
"answer": "Témou bakalárskej práce Patrika Pavlišina je „Metódy automatického prekladu\".\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin",
"tool_called": true,
"tool_call_count": 1,
"tool_calls": [
{
"name": "retrieve_zpwiki_context",
"arguments": {
"query": "Patrik Pavlišin bakalárska práca téma"
},
"latency_seconds": 0.060836,
"source_urls": [
"https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin",
"https://zp.kemt.fei.tuke.sk/students/2016/jan_holp",
"https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan",
"https://zp.kemt.fei.tuke.sk/students/2019/david_stromp",
"https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko"
]
}
],
"rag_source_urls": [
"https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin",
"https://zp.kemt.fei.tuke.sk/students/2016/jan_holp",
"https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan",
"https://zp.kemt.fei.tuke.sk/students/2019/david_stromp",
"https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko"
],
"first_model_latency_seconds": 1.348684,
"tool_latency_seconds": 0.060836,
"final_model_latency_seconds": 5.749333,
"total_latency_seconds": 7.159101,
"usage": {
"prompt_tokens": 6608,
"completion_tokens": 94,
"total_tokens": 6702
},
"response_model": "Qwen3.5-122B-A10B-Q4_K_M",
"answer_matches": [
true
],
"answer_contains_score": 1.0,
"source_matches": [
true
],
"source_url_score": 1.0,
"should_answer_ok": true,
"should_answer_score": 1.0,
"returned_no_answer": false,
"tool_score": 1.0,
"overall_score": 1.0,
"strict_pass": true,
"error": null
},
{
"id": "q0382",
"split": "dev",
"category": "paraphrase",
"difficulty": "medium",
"question": "Aká téma diplomového projektu je uvedená pri osobe „Ján Pták“?",
"override_applied": true,
"requested_model": "model120-fast",
"expected_documents": [
"pages/students/2022/jan_ptak/README.md"
],
"expected_source_urls": [
"https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak"
],
"expected_answer_contains": [
"Agent pre manažment záverečných prác"
],
"should_answer": true,
"note": null,
"answer": "Pri osobe Ján Pták je uvedená téma diplomového projektu Agent pre manažment záverečných prác.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak",
"tool_called": true,
"tool_call_count": 1,
"tool_calls": [
{
"name": "retrieve_zpwiki_context",
"arguments": {
"query": "Ján Pták diplomový projekt téma",
"limit": 5
},
"latency_seconds": 0.039251,
"source_urls": [
"https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak"
]
}
],
"rag_source_urls": [
"https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak"
],
"first_model_latency_seconds": 1.453879,
"tool_latency_seconds": 0.039251,
"final_model_latency_seconds": 3.338716,
"total_latency_seconds": 4.832013,
"usage": {
"prompt_tokens": 3161,
"completion_tokens": 101,
"total_tokens": 3262
},
"response_model": "Qwen3.5-122B-A10B-Q4_K_M",
"answer_matches": [
true
],
"answer_contains_score": 1.0,
"source_matches": [
true
],
"source_url_score": 1.0,
"should_answer_ok": true,
"should_answer_score": 1.0,
"returned_no_answer": false,
"tool_score": 1.0,
"overall_score": 1.0,
"strict_pass": true,
"error": null
},
{
"id": "q0441",
"split": "dev",
"category": "paraphrase",
"difficulty": "medium",
"question": "Aká téma bakalárskej práce je uvedená pri osobe „Yevhenii Medushivskyi“?",
"override_applied": true,
"requested_model": "model120-fast",
"expected_documents": [
"pages/students/2023/yevhenii_medushivskyi/README.md"
],
"expected_source_urls": [
"https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi"
],
"expected_answer_contains": [
"Získavanie textu z webových stránok"
],
"should_answer": true,
"note": null,
"answer": "V dostupných dokumentoch ZP Wiki sa explicitne uvedená téma bakalárskej práce pre Yevhenii Medushivskyi nenachádza, dokument však obsahuje zoznam úloh a cieľov práce zameraných na vytvorenie crawlera, text mining a natrénoval prediktor získaného textu.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi",
"tool_called": true,
"tool_call_count": 1,
"tool_calls": [
{
"name": "retrieve_zpwiki_context",
"arguments": {
"query": "Yevhenii Medushivskyi téma bakalárskej práce",
"limit": 5
},
"latency_seconds": 0.063093,
"source_urls": [
"https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi",
"https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov",
"https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko",
"https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh",
"https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets"
]
}
],
"rag_source_urls": [
"https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi",
"https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov",
"https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko",
"https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh",
"https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets"
],
"first_model_latency_seconds": 1.570533,
"tool_latency_seconds": 0.063093,
"final_model_latency_seconds": 7.048205,
"total_latency_seconds": 8.682057,
"usage": {
"prompt_tokens": 7356,
"completion_tokens": 159,
"total_tokens": 7515
},
"response_model": "Qwen3.5-122B-A10B-Q4_K_M",
"answer_matches": [
false
],
"answer_contains_score": 0.0,
"source_matches": [
true
],
"source_url_score": 1.0,
"should_answer_ok": true,
"should_answer_score": 1.0,
"returned_no_answer": false,
"tool_score": 1.0,
"overall_score": 0.75,
"strict_pass": false,
"error": null
}
]
}