Admin > AI Analiza detalj
Osnovno
ID: 37
Status: confirmed
Izvor: public_upload
Kreirano: 2026-05-13 09:54:36
Azurirano: 2026-05-13 09:55:12
Analizirano: 2026-05-13 09:55:04
Potvrdeno: 2026-05-13 09:55:12
Jezik: hr
Primarni model: gpt-4.1-mini
Fallback model: gpt-4.1
Zavrsni model: gpt-4.1-mini
Koristen fallback: ne
Razlog fallbacka: n/a
Vehicle confidence prije/poslije:
0.9000 /
0.9000
Kandidati dijelova prije/poslije:
5 /
5
Greska:
Povezani upiti:
1 Ima upit
Rucno uneseno vozilo (JSON):
{
"make": "Audi",
"model": "TT Coupe",
"year": null,
"generation": "3rd generation (FV/8S)",
"body_type": "coupe",
"note": null,
"source": "ai_candidate_unmapped"
}
Izvor rucnog unosa vozila: ai_candidate_unmapped
1) Slike po rolama
Prednja strana
50636294_Image_14.jpg (image/jpeg,
4080x3060)
Zadnja strana
50636294_Image_4.jpg (image/jpeg,
4080x3060)
Lijeva strana
50636294_Image_2.jpg (image/jpeg,
4080x3060)
Desna strana
50636294_Image_1.jpg (image/jpeg,
4080x3060)
Dodatna
Nema slike za ovu rolu.
Detalj ostecenja
50636294_Image_8.jpg (image/jpeg,
4080x3060)
50636294_Image_19.jpg (image/jpeg,
4080x3060)
50636294_Image_20.jpg (image/jpeg,
4080x3060)
2) AI raw JSON
{
"primary_model": "gpt-4.1-mini",
"fallback_model": "gpt-4.1",
"used_model": "gpt-4.1-mini",
"attempt_label": "primary",
"is_fallback_attempt": false,
"fallback_reason": null,
"duration_ms": 17959,
"http_status": 200,
"response": {
"id": "resp_0a20e51f8975608c006a042e469488819793487f3f25c96f85",
"object": "response",
"created_at": 1778658886,
"status": "completed",
"background": false,
"billing": {
"payer": "developer"
},
"completed_at": 1778658902,
"error": null,
"frequency_penalty": 0,
"incomplete_details": null,
"instructions": null,
"max_output_tokens": null,
"max_tool_calls": null,
"model": "gpt-4.1-mini-2025-04-14",
"moderation": null,
"output": [
{
"id": "msg_0a20e51f8975608c006a042e4fe24c8197a4da8020a4c3ab1d",
"type": "message",
"status": "completed",
"content": [
{
"type": "output_text",
"annotations": [],
"logprobs": [],
"text": "{\"vehicle\":{\"top_candidate\":{\"make\":\"Audi\",\"model\":\"TT Coupe\",\"generation\":\"3rd generation (FV/8S)\",\"year_from\":2014,\"year_to\":2023,\"body_type\":\"coupe\",\"confidence\":0.9},\"candidates\":[{\"make\":\"Audi\",\"model\":\"TT\",\"generation\":\"3rd generation (FV/8S)\",\"year_from\":2014,\"year_to\":2023,\"body_type\":\"coupe\",\"confidence\":0.9}],\"needs_user_confirmation\":true},\"detected_parts\":[{\"raw_part_name\":\"front bumper\",\"normalized_part_name\":\"bumper cover\",\"category_key\":\"bumper\",\"side\":\"both\",\"position\":\"front\",\"image_role\":\"front\",\"damage_type\":\"crack, deformation\",\"damage_severity\":\"severe\",\"confidence\":0.95},{\"raw_part_name\":\"left headlight\",\"normalized_part_name\":\"headlight\",\"category_key\":\"lighting\",\"side\":\"left\",\"position\":\"front\",\"image_role\":\"front\",\"damage_type\":\"missing/damaged\",\"damage_severity\":\"severe\",\"confidence\":0.9},{\"raw_part_name\":\"right headlight\",\"normalized_part_name\":\"headlight\",\"category_key\":\"lighting\",\"side\":\"right\",\"position\":\"front\",\"image_role\":\"front\",\"damage_type\":\"crack\",\"damage_severity\":\"moderate\",\"confidence\":0.8},{\"raw_part_name\":\"hood\",\"normalized_part_name\":\"hood\",\"category_key\":\"hood\",\"side\":\"center\",\"position\":\"front\",\"image_role\":\"front\",\"damage_type\":\"scratch, dent\",\"damage_severity\":\"moderate\",\"confidence\":0.85},{\"raw_part_name\":\"radiator support\",\"normalized_part_name\":\"radiator support\",\"category_key\":\"structural\",\"side\":\"center\",\"position\":\"front\",\"image_role\":\"damage_detail\",\"damage_type\":\"deformation\",\"damage_severity\":\"severe\",\"confidence\":0.9}],\"image_quality\":{\"front\":\"good\",\"rear\":\"medium\",\"left\":\"good\",\"right\":\"good\"},\"warnings\":[\"Molimo potvrdite točnu generaciju modela i stanje oštećenja na djelovima jer postoji određena nejasnoća u identificiranju detalja.\"],\"questions_for_user\":[\"Možete li potvrditi godinu proizvodnje vozila kako bismo preciznije odredili dijelove?\",\"Je li vozilo imalo dodatne modifikacije ili aftermarket dijelove?\",\"Postoje li skrivena oštećenja koja nisu vidljiva na slikama, posebno ispod haube?\"],\"overall_confidence\":0.88,\"needs_user_confirmation\":true}"
}
],
"role": "assistant"
}
],
"parallel_tool_calls": true,
"presence_penalty": 0,
"previous_response_id": null,
"prompt_cache_key": null,
"prompt_cache_retention": "in_memory",
"reasoning": {
"effort": null,
"summary": null
},
"safety_identifier": null,
"service_tier": "default",
"store": true,
"temperature": 1,
"text": {
"format": {
"type": "json_schema",
"description": null,
"name": "ai_vehicle_analysis",
"schema": {
"type": "object",
"additionalProperties": false,
"required": [
"vehicle",
"detected_parts",
"image_quality",
"warnings",
"questions_for_user",
"overall_confidence",
"needs_user_confirmation"
],
"properties": {
"vehicle": {
"type": "object",
"additionalProperties": false,
"required": [
"top_candidate",
"candidates",
"needs_user_confirmation"
],
"properties": {
"top_candidate": {
"type": "object",
"additionalProperties": false,
"required": [
"make",
"model",
"generation",
"year_from",
"year_to",
"body_type",
"confidence"
],
"properties": {
"make": {
"type": "string"
},
"model": {
"type": "string"
},
"generation": {
"type": "string"
},
"year_from": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
]
},
"year_to": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
]
},
"body_type": {
"type": "string"
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
}
}
},
"candidates": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": false,
"required": [
"make",
"model",
"generation",
"year_from",
"year_to",
"body_type",
"confidence"
],
"properties": {
"make": {
"type": "string"
},
"model": {
"type": "string"
},
"generation": {
"type": "string"
},
"year_from": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
]
},
"year_to": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
]
},
"body_type": {
"type": "string"
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
}
}
}
},
"needs_user_confirmation": {
"type": "boolean"
}
}
},
"detected_parts": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": false,
"required": [
"raw_part_name",
"normalized_part_name",
"category_key",
"side",
"position",
"image_role",
"damage_type",
"damage_severity",
"confidence"
],
"properties": {
"raw_part_name": {
"type": "string"
},
"normalized_part_name": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"category_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"side": {
"type": "string",
"enum": [
"left",
"right",
"center",
"both",
"unknown",
"not_applicable"
]
},
"position": {
"type": "string",
"enum": [
"front",
"rear",
"side",
"upper",
"lower",
"interior",
"unknown"
]
},
"image_role": {
"type": "string",
"enum": [
"front",
"rear",
"left",
"right",
"extra",
"damage_detail",
"unknown"
]
},
"damage_type": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"damage_severity": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
}
}
}
},
"image_quality": {
"type": "object",
"additionalProperties": false,
"required": [
"front",
"rear",
"left",
"right"
],
"properties": {
"front": {
"type": "string",
"enum": [
"good",
"medium",
"poor",
"unknown"
]
},
"rear": {
"type": "string",
"enum": [
"good",
"medium",
"poor",
"unknown"
]
},
"left": {
"type": "string",
"enum": [
"good",
"medium",
"poor",
"unknown"
]
},
"right": {
"type": "string",
"enum": [
"good",
"medium",
"poor",
"unknown"
]
}
}
},
"warnings": {
"type": "array",
"items": {
"type": "string"
}
},
"questions_for_user": {
"type": "array",
"items": {
"type": "string"
}
},
"overall_confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"needs_user_confirmation": {
"type": "boolean"
}
}
},
"strict": true
},
"verbosity": "medium"
},
"tool_choice": "auto",
"tools": [],
"top_logprobs": 0,
"top_p": 1,
"truncation": "disabled",
"usage": {
"input_tokens": 17131,
"input_tokens_details": {
"cached_tokens": 0
},
"output_tokens": 524,
"output_tokens_details": {
"reasoning_tokens": 0
},
"total_tokens": 17655
},
"user": null,
"metadata": []
},
"ai_response": {
"vehicle": {
"top_candidate": {
"make": "Audi",
"model": "TT Coupe",
"generation": "3rd generation (FV/8S)",
"year_from": 2014,
"year_to": 2023,
"body_type": "coupe",
"confidence": 0.90000000000000002220446049250313080847263336181640625
},
"candidates": [
{
"make": "Audi",
"model": "TT",
"generation": "3rd generation (FV/8S)",
"year_from": 2014,
"year_to": 2023,
"body_type": "coupe",
"confidence": 0.90000000000000002220446049250313080847263336181640625
}
],
"needs_user_confirmation": true
},
"detected_parts": [
{
"raw_part_name": "front bumper",
"normalized_part_name": "bumper cover",
"category_key": "bumper",
"side": "both",
"position": "front",
"image_role": "front",
"damage_type": "crack, deformation",
"damage_severity": "severe",
"confidence": 0.9499999999999999555910790149937383830547332763671875
},
{
"raw_part_name": "left headlight",
"normalized_part_name": "headlight",
"category_key": "lighting",
"side": "left",
"position": "front",
"image_role": "front",
"damage_type": "missing/damaged",
"damage_severity": "severe",
"confidence": 0.90000000000000002220446049250313080847263336181640625
},
{
"raw_part_name": "right headlight",
"normalized_part_name": "headlight",
"category_key": "lighting",
"side": "right",
"position": "front",
"image_role": "front",
"damage_type": "crack",
"damage_severity": "moderate",
"confidence": 0.8000000000000000444089209850062616169452667236328125
},
{
"raw_part_name": "hood",
"normalized_part_name": "hood",
"category_key": "hood",
"side": "center",
"position": "front",
"image_role": "front",
"damage_type": "scratch, dent",
"damage_severity": "moderate",
"confidence": 0.84999999999999997779553950749686919152736663818359375
},
{
"raw_part_name": "radiator support",
"normalized_part_name": "radiator support",
"category_key": "structural",
"side": "center",
"position": "front",
"image_role": "damage_detail",
"damage_type": "deformation",
"damage_severity": "severe",
"confidence": 0.90000000000000002220446049250313080847263336181640625
}
],
"image_quality": {
"front": "good",
"rear": "medium",
"left": "good",
"right": "good"
},
"warnings": [
"Molimo potvrdite točnu generaciju modela i stanje oštećenja na djelovima jer postoji određena nejasnoća u identificiranju detalja."
],
"questions_for_user": [
"Možete li potvrditi godinu proizvodnje vozila kako bismo preciznije odredili dijelove?",
"Je li vozilo imalo dodatne modifikacije ili aftermarket dijelove?",
"Postoje li skrivena oštećenja koja nisu vidljiva na slikama, posebno ispod haube?"
],
"overall_confidence": 0.88000000000000000444089209850062616169452667236328125,
"needs_user_confirmation": true
},
"parse_error": null
}
Osjetljivi headeri i kljucevi su maskirani.
3) A/B/C/D status
A) AI raw response:
Audi TT Coupe 3rd generation (FV/8S) (2014-2023)
Audi TT Coupe 3rd generation (FV/8S) (2014-2023)
B) AI saved candidates:
Kandidati vozila: 2, Kandidati dijelova: 5
Odabrano vozilo: Audi TT Coupe 3rd generation (FV/8S) (2014-2023)
Kandidati vozila: 2, Kandidati dijelova: 5
Odabrano vozilo: Audi TT Coupe 3rd generation (FV/8S) (2014-2023)
C) Mapping status:
Nije mapirano na internu bazu vozila.
Nije mapirano na internu bazu vozila.
D) Final/search filter:
vehicle_source=
vehicle_source=
ai_candidate_unmapped,
ready_for_search=true,
product_search_ready=false,
search_mode=disabled/inquiry_only
Admin action debug
| analysis_id | 37 |
|---|---|
| public_token | 3ca6740863a0be0e9efb0186daaf3e38 |
| status | confirmed |
| image_count | 7 |
| OPENAI_API_KEY_CONFIGURED | true |
| OPENAI_VISION_MODEL | gpt-4.1-mini |
| OPENAI_VISION_FALLBACK_MODEL | gpt-4.1 |
| last_ai_raw_log_id | 108 |
| last_ai_status | vision_response |
| last_model_used | gpt-4.1-mini |
Debug counters
| raw_vehicle_candidates_count | 2 |
|---|---|
| saved_vehicle_candidates_count | 2 |
| raw_part_candidates_count | 5 |
| saved_part_candidates_count | 5 |
| mapped_vehicle_candidates_count | 0 |
| mapped_part_candidates_count | 0 |
| selected_vehicle_candidate_id | 51 |
| selected_part_candidate_ids | [192,193,194,195,196] |
4) Saved vehicle candidates (2)
| Rank | Naziv | Godiste | Sigurnost | Mapirano | Status | Akcija |
|---|---|---|---|---|---|---|
| 1 | Audi TT Coupe 3rd generation (FV/8S) | 2014 - 2023 | 0.9000 (Visoka sigurnost) |
make: 4 model: null gen: null Nije mapirano na internu bazu vozila. |
top odabrano (korisnik/admin) nije mapirano | Dodaj vehicle alias |
| 2 | Audi TT 3rd generation (FV/8S) | 2014 - 2023 | 0.9000 (Visoka sigurnost) |
make: 4 model: null gen: null Nije mapirano na internu bazu vozila. |
nije mapirano | Dodaj vehicle alias |
5) Saved part candidates (5)
| Rank | Dio | Strana/Pozicija | Image | Kategorija | Sigurnost | Status | Akcija |
|---|---|---|---|---|---|---|---|
| 1 |
front bumper front branik |
both / front | front |
id: null key: bumper Nije mapirano na internu kategoriju. |
0.9500 (Visoka sigurnost) | odabrano needs confirm | Dodaj part alias |
| 2 |
left headlight left far |
left / front | front |
id: null key: lighting Nije mapirano na internu kategoriju. |
0.9000 (Visoka sigurnost) | odabrano needs confirm | Dodaj part alias |
| 3 |
right headlight right far |
right / front | front |
id: null key: lighting Nije mapirano na internu kategoriju. |
0.8000 (Srednja sigurnost) | odabrano needs confirm | Dodaj part alias |
| 4 |
hood hauba |
center / front | front |
id: null key: hood Nije mapirano na internu kategoriju. |
0.8500 (Visoka sigurnost) | odabrano needs confirm | Dodaj part alias |
| 5 |
radiator support radiator support |
center / front | damage_detail |
id: null key: structural Nije mapirano na internu kategoriju. |
0.9000 (Visoka sigurnost) | odabrano needs confirm | Dodaj part alias |
6) Odluke sigurnosti
Top sigurnost vozila:
0.90 (Visoka sigurnost)
Vozilo treba potvrdu: da
Vozilo treba potvrdu: da
Sazetak dijelova:
high 4,
medium 1,
low 0,
ignore 0
Warnings:
- Potrebna je rucna potvrda vozila zbog nesigurnog rezultata.
- Vrlo niska sigurnost prepoznavanja vozila.
7) Korisnikove/Admin potvrde
Potvrdeno vozilo:
AUDI (make_id: 4,
model_id: null,
generation_id: null,
year: null)
Potvrdeni dijelovi:
- front bumper [cat: null, side: both, position: front]
- left headlight [cat: null, side: left, position: front]
- right headlight [cat: null, side: right, position: front]
- hood [cat: null, side: center, position: front]
- radiator support [cat: null, side: center, position: front]
Mogući B2B artikli za provjeru
Nije pronadjena dovoljno sigurna kataloska oznaka za Audi TT Coupe 3rd generation (FV/8S) (2014-2014). U B2B katalogu pronadjeni su samo kandidati koji izgledaju kao starije generacije.
Admin akcija: Rucno postavi vozilo
Pomoc: popis make/model/generation ID
Makes:
- 2 - ABARTH
- 3 - ALFA ROMEO
- 4 - AUDI
- 5 - AUSTIN
- 6 - BMW
- 7 - CHEVROLET
- 8 - CHRYSLER
- 9 - CITROEN
- 10 - DACIA
- 11 - DAEWOO
- 12 - DAIHATSU
- 13 - DAIMLER
- 14 - DODGE
- 15 - DS
- 16 - FIAT
- 17 - FORD
- 18 - FORD USA
- 19 - GMC
- 20 - HONDA
- 21 - HYUNDAI
- 22 - ISUZU
- 23 - IVECO
- 24 - JAGUAR
- 25 - JEEP
- 26 - KIA
- 27 - LADA
- 28 - LANCIA
- 29 - LAND ROVER
- 30 - LEXUS
- 31 - MAZDA
- 32 - MERCEDES-BENZ
- 33 - MG
- 34 - MINI
- 35 - MITSUBISHI
- 36 - NISSAN
- 37 - NSU
- 38 - OPEL
- 39 - PEUGEOT
- 40 - PININFARINA
- 41 - PORSCHE
- 42 - RENAULT
- 43 - ROVER
- 44 - SAAB
- 45 - SEAT
- 46 - ŠKODA
- 47 - SMART
- 48 - SUBARU
- 49 - SUZUKI
- 50 - TALBOT
- 94 - TESLA
- 51 - TOYOTA
- 52 - TRIUMPH
- 53 - VAUXHALL
- 54 - VOLVO
- 55 - VW
- 56 - ZASTAVA
- 2 - Astra
- 3 - Clio
- 1 - Golf
- 2 - Astra K (2015-2021)
- 3 - Clio IV (2012-2019)
- 1 - Golf VII (2012-2019)
Admin akcija: Rucno postavi dio
Pomoc: popis category ID
- 3 - BLATOBRANI/HAUBE/VEZNI LIMOVI
- 12 - BRANICI
- 7 - KARTERI
- 10 - MASKE
- 8 - MOSTOVI
- 9 - ORAN
- 6 - POSUDE ZA VODU
- 1 - REPARATURA
- 14 - REPARATURA AKCIJA
- 2 - REZERVOARI GORIVA
- 11 - SVJETLOSNA OPREMA
- 4 - VILICE (šKARE)
- 15 - VRATA
- 5 - ZAšTITNI LIMOVI KOČNICA/ANKER PLOČE
Admin akcija: Oznaci kao rijeseno
8) Korekcije (1)
#30
part_unmapped_selected
user
2026-05-13 09:55:12
Staro
{
"selected_part_candidate_ids": [
192,
193,
194,
195,
196
]
}
Novo
{
"unmapped_part_candidate_ids": [
192,
193,
194,
195,
196
]
}
9) Search filter JSON
{
"vehicle_source": "ai_candidate_unmapped",
"make_id": 4,
"model_id": null,
"generation_id": null,
"year_from": 2014,
"year_to": 2023,
"confirmed_vehicle_label": "AUDI",
"manual_make": "Audi",
"manual_model": "TT Coupe",
"manual_year": null,
"manual_generation": "3rd generation (FV/8S)",
"manual_body_type": "coupe",
"manual_note": null,
"parts": [
{
"category_id": null,
"category_key": "bumper",
"side": "both",
"position": "front",
"raw_part_name": "front bumper",
"manual_note": null
},
{
"category_id": null,
"category_key": "lighting",
"side": "left",
"position": "front",
"raw_part_name": "left headlight",
"manual_note": null
},
{
"category_id": null,
"category_key": "lighting",
"side": "right",
"position": "front",
"raw_part_name": "right headlight",
"manual_note": null
},
{
"category_id": null,
"category_key": "hood",
"side": "center",
"position": "front",
"raw_part_name": "hood",
"manual_note": null
},
{
"category_id": null,
"category_key": "structural",
"side": "center",
"position": "front",
"raw_part_name": "radiator support",
"manual_note": null
}
],
"needs_manual_category_mapping": true,
"product_search_ready": false,
"ready_for_search": true
}
10) Rezultati pretrage / logovi (0)
| ID | Vrijeme | broj_rezultata | kliknuti_proizvod_id | Filter JSON |
|---|---|---|---|---|
| Nema search logova. | ||||
11) Raw logovi (3)
#109
inquiry_created
2026-05-13 09:55:17
Zahtjev JSON
{
"event": "inquiry_created",
"analysis_id": 37,
"inquiry_id": 11,
"has_phone": true,
"has_email": false,
"preferred_contact": "phone",
"selected_products_input_count": 0,
"selected_products_snapshot_count": 0,
"selected_products_saved_count": 0,
"selected_b2b_items_input_count": 0,
"selected_b2b_items_saved_count": 0
}
Odgovor JSON
{
"ok": true,
"inquiry_id": 11,
"selected_products_snapshot_count": 0,
"selected_products_saved_count": 0,
"selected_b2b_items_saved_count": 0
}
#108
vision_response
2026-05-13 09:55:03
Zahtjev JSON
{
"primary_model": "gpt-4.1-mini",
"fallback_model": "gpt-4.1",
"used_model": "gpt-4.1-mini",
"attempt_label": "primary",
"is_fallback_attempt": false,
"fallback_reason": null,
"duration_ms": 17959,
"http_status": 200,
"request": {
"model": "gpt-4.1-mini",
"input": [
{
"role": "user",
"content": [
{
"type": "input_text",
"text": "You analyze vehicle photos for an inquiry-only auto parts workflow.\nReturn only JSON that matches the provided schema.\nDo not suggest product IDs, OEM numbers, prices, or compatibility claims.\nAlways provide realistic confidence 0..1 values.\nVehicle candidates must describe make/model/generation when visible.\nDetected parts should only include visible parts likely related to the damage.\nIf uncertain, lower confidence and add warnings/questions_for_user.\nBusiness rule: always treat result as needs user confirmation.\nDamage detail photos are included; detected_parts should not be empty when visible damage exists.\nUI language for warnings/questions: hr."
},
{
"type": "input_text",
"text": "Image role: front"
},
{
"type": "input_image",
"image_url": "[image data redacted, length=47]",
"detail": "auto"
},
{
"type": "input_text",
"text": "Image role: rear"
},
{
"type": "input_image",
"image_url": "[image data redacted, length=47]",
"detail": "auto"
},
{
"type": "input_text",
"text": "Image role: left"
},
{
"type": "input_image",
"image_url": "[image data redacted, length=47]",
"detail": "auto"
},
{
"type": "input_text",
"text": "Image role: right"
},
{
"type": "input_image",
"image_url": "[image data redacted, length=47]",
"detail": "auto"
},
{
"type": "input_text",
"text": "Image role: damage_detail"
},
{
"type": "input_image",
"image_url": "[image data redacted, length=47]",
"detail": "auto"
},
{
"type": "input_text",
"text": "Image role: damage_detail"
},
{
"type": "input_image",
"image_url": "[image data redacted, length=47]",
"detail": "auto"
},
{
"type": "input_text",
"text": "Image role: damage_detail"
},
{
"type": "input_image",
"image_url": "[image data redacted, length=47]",
"detail": "auto"
}
]
}
],
"text": {
"format": {
"type": "json_schema",
"name": "ai_vehicle_analysis",
"strict": true,
"schema": {
"type": "object",
"additionalProperties": false,
"required": [
"vehicle",
"detected_parts",
"image_quality",
"warnings",
"questions_for_user",
"overall_confidence",
"needs_user_confirmation"
],
"properties": {
"vehicle": {
"type": "object",
"additionalProperties": false,
"required": [
"top_candidate",
"candidates",
"needs_user_confirmation"
],
"properties": {
"top_candidate": {
"type": "object",
"additionalProperties": false,
"required": [
"make",
"model",
"generation",
"year_from",
"year_to",
"body_type",
"confidence"
],
"properties": {
"make": {
"type": "string"
},
"model": {
"type": "string"
},
"generation": {
"type": "string"
},
"year_from": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
]
},
"year_to": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
]
},
"body_type": {
"type": "string"
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
}
}
},
"candidates": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": false,
"required": [
"make",
"model",
"generation",
"year_from",
"year_to",
"body_type",
"confidence"
],
"properties": {
"make": {
"type": "string"
},
"model": {
"type": "string"
},
"generation": {
"type": "string"
},
"year_from": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
]
},
"year_to": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
]
},
"body_type": {
"type": "string"
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
}
}
}
},
"needs_user_confirmation": {
"type": "boolean"
}
}
},
"detected_parts": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": false,
"required": [
"raw_part_name",
"normalized_part_name",
"category_key",
"side",
"position",
"image_role",
"damage_type",
"damage_severity",
"confidence"
],
"properties": {
"raw_part_name": {
"type": "string"
},
"normalized_part_name": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"category_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"side": {
"type": "string",
"enum": [
"left",
"right",
"center",
"both",
"unknown",
"not_applicable"
]
},
"position": {
"type": "string",
"enum": [
"front",
"rear",
"side",
"upper",
"lower",
"interior",
"unknown"
]
},
"image_role": {
"type": "string",
"enum": [
"front",
"rear",
"left",
"right",
"extra",
"damage_detail",
"unknown"
]
},
"damage_type": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"damage_severity": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
}
}
}
},
"image_quality": {
"type": "object",
"additionalProperties": false,
"required": [
"front",
"rear",
"left",
"right"
],
"properties": {
"front": {
"type": "string",
"enum": [
"good",
"medium",
"poor",
"unknown"
]
},
"rear": {
"type": "string",
"enum": [
"good",
"medium",
"poor",
"unknown"
]
},
"left": {
"type": "string",
"enum": [
"good",
"medium",
"poor",
"unknown"
]
},
"right": {
"type": "string",
"enum": [
"good",
"medium",
"poor",
"unknown"
]
}
}
},
"warnings": {
"type": "array",
"items": {
"type": "string"
}
},
"questions_for_user": {
"type": "array",
"items": {
"type": "string"
}
},
"overall_confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"needs_user_confirmation": {
"type": "boolean"
}
}
}
}
}
}
}
Odgovor JSON
{
"primary_model": "gpt-4.1-mini",
"fallback_model": "gpt-4.1",
"used_model": "gpt-4.1-mini",
"attempt_label": "primary",
"is_fallback_attempt": false,
"fallback_reason": null,
"duration_ms": 17959,
"http_status": 200,
"response": {
"id": "resp_0a20e51f8975608c006a042e469488819793487f3f25c96f85",
"object": "response",
"created_at": 1778658886,
"status": "completed",
"background": false,
"billing": {
"payer": "developer"
},
"completed_at": 1778658902,
"error": null,
"frequency_penalty": 0,
"incomplete_details": null,
"instructions": null,
"max_output_tokens": null,
"max_tool_calls": null,
"model": "gpt-4.1-mini-2025-04-14",
"moderation": null,
"output": [
{
"id": "msg_0a20e51f8975608c006a042e4fe24c8197a4da8020a4c3ab1d",
"type": "message",
"status": "completed",
"content": [
{
"type": "output_text",
"annotations": [],
"logprobs": [],
"text": "{\"vehicle\":{\"top_candidate\":{\"make\":\"Audi\",\"model\":\"TT Coupe\",\"generation\":\"3rd generation (FV/8S)\",\"year_from\":2014,\"year_to\":2023,\"body_type\":\"coupe\",\"confidence\":0.9},\"candidates\":[{\"make\":\"Audi\",\"model\":\"TT\",\"generation\":\"3rd generation (FV/8S)\",\"year_from\":2014,\"year_to\":2023,\"body_type\":\"coupe\",\"confidence\":0.9}],\"needs_user_confirmation\":true},\"detected_parts\":[{\"raw_part_name\":\"front bumper\",\"normalized_part_name\":\"bumper cover\",\"category_key\":\"bumper\",\"side\":\"both\",\"position\":\"front\",\"image_role\":\"front\",\"damage_type\":\"crack, deformation\",\"damage_severity\":\"severe\",\"confidence\":0.95},{\"raw_part_name\":\"left headlight\",\"normalized_part_name\":\"headlight\",\"category_key\":\"lighting\",\"side\":\"left\",\"position\":\"front\",\"image_role\":\"front\",\"damage_type\":\"missing/damaged\",\"damage_severity\":\"severe\",\"confidence\":0.9},{\"raw_part_name\":\"right headlight\",\"normalized_part_name\":\"headlight\",\"category_key\":\"lighting\",\"side\":\"right\",\"position\":\"front\",\"image_role\":\"front\",\"damage_type\":\"crack\",\"damage_severity\":\"moderate\",\"confidence\":0.8},{\"raw_part_name\":\"hood\",\"normalized_part_name\":\"hood\",\"category_key\":\"hood\",\"side\":\"center\",\"position\":\"front\",\"image_role\":\"front\",\"damage_type\":\"scratch, dent\",\"damage_severity\":\"moderate\",\"confidence\":0.85},{\"raw_part_name\":\"radiator support\",\"normalized_part_name\":\"radiator support\",\"category_key\":\"structural\",\"side\":\"center\",\"position\":\"front\",\"image_role\":\"damage_detail\",\"damage_type\":\"deformation\",\"damage_severity\":\"severe\",\"confidence\":0.9}],\"image_quality\":{\"front\":\"good\",\"rear\":\"medium\",\"left\":\"good\",\"right\":\"good\"},\"warnings\":[\"Molimo potvrdite točnu generaciju modela i stanje oštećenja na djelovima jer postoji određena nejasnoća u identificiranju detalja.\"],\"questions_for_user\":[\"Možete li potvrditi godinu proizvodnje vozila kako bismo preciznije odredili dijelove?\",\"Je li vozilo imalo dodatne modifikacije ili aftermarket dijelove?\",\"Postoje li skrivena oštećenja koja nisu vidljiva na slikama, posebno ispod haube?\"],\"overall_confidence\":0.88,\"needs_user_confirmation\":true}"
}
],
"role": "assistant"
}
],
"parallel_tool_calls": true,
"presence_penalty": 0,
"previous_response_id": null,
"prompt_cache_key": null,
"prompt_cache_retention": "in_memory",
"reasoning": {
"effort": null,
"summary": null
},
"safety_identifier": null,
"service_tier": "default",
"store": true,
"temperature": 1,
"text": {
"format": {
"type": "json_schema",
"description": null,
"name": "ai_vehicle_analysis",
"schema": {
"type": "object",
"additionalProperties": false,
"required": [
"vehicle",
"detected_parts",
"image_quality",
"warnings",
"questions_for_user",
"overall_confidence",
"needs_user_confirmation"
],
"properties": {
"vehicle": {
"type": "object",
"additionalProperties": false,
"required": [
"top_candidate",
"candidates",
"needs_user_confirmation"
],
"properties": {
"top_candidate": {
"type": "object",
"additionalProperties": false,
"required": [
"make",
"model",
"generation",
"year_from",
"year_to",
"body_type",
"confidence"
],
"properties": {
"make": {
"type": "string"
},
"model": {
"type": "string"
},
"generation": {
"type": "string"
},
"year_from": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
]
},
"year_to": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
]
},
"body_type": {
"type": "string"
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
}
}
},
"candidates": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": false,
"required": [
"make",
"model",
"generation",
"year_from",
"year_to",
"body_type",
"confidence"
],
"properties": {
"make": {
"type": "string"
},
"model": {
"type": "string"
},
"generation": {
"type": "string"
},
"year_from": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
]
},
"year_to": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
]
},
"body_type": {
"type": "string"
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
}
}
}
},
"needs_user_confirmation": {
"type": "boolean"
}
}
},
"detected_parts": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": false,
"required": [
"raw_part_name",
"normalized_part_name",
"category_key",
"side",
"position",
"image_role",
"damage_type",
"damage_severity",
"confidence"
],
"properties": {
"raw_part_name": {
"type": "string"
},
"normalized_part_name": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"category_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"side": {
"type": "string",
"enum": [
"left",
"right",
"center",
"both",
"unknown",
"not_applicable"
]
},
"position": {
"type": "string",
"enum": [
"front",
"rear",
"side",
"upper",
"lower",
"interior",
"unknown"
]
},
"image_role": {
"type": "string",
"enum": [
"front",
"rear",
"left",
"right",
"extra",
"damage_detail",
"unknown"
]
},
"damage_type": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"damage_severity": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
]
},
"confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
}
}
}
},
"image_quality": {
"type": "object",
"additionalProperties": false,
"required": [
"front",
"rear",
"left",
"right"
],
"properties": {
"front": {
"type": "string",
"enum": [
"good",
"medium",
"poor",
"unknown"
]
},
"rear": {
"type": "string",
"enum": [
"good",
"medium",
"poor",
"unknown"
]
},
"left": {
"type": "string",
"enum": [
"good",
"medium",
"poor",
"unknown"
]
},
"right": {
"type": "string",
"enum": [
"good",
"medium",
"poor",
"unknown"
]
}
}
},
"warnings": {
"type": "array",
"items": {
"type": "string"
}
},
"questions_for_user": {
"type": "array",
"items": {
"type": "string"
}
},
"overall_confidence": {
"type": "number",
"minimum": 0,
"maximum": 1
},
"needs_user_confirmation": {
"type": "boolean"
}
}
},
"strict": true
},
"verbosity": "medium"
},
"tool_choice": "auto",
"tools": [],
"top_logprobs": 0,
"top_p": 1,
"truncation": "disabled",
"usage": {
"input_tokens": 17131,
"input_tokens_details": {
"cached_tokens": 0
},
"output_tokens": 524,
"output_tokens_details": {
"reasoning_tokens": 0
},
"total_tokens": 17655
},
"user": null,
"metadata": []
},
"ai_response": {
"vehicle": {
"top_candidate": {
"make": "Audi",
"model": "TT Coupe",
"generation": "3rd generation (FV/8S)",
"year_from": 2014,
"year_to": 2023,
"body_type": "coupe",
"confidence": 0.90000000000000002220446049250313080847263336181640625
},
"candidates": [
{
"make": "Audi",
"model": "TT",
"generation": "3rd generation (FV/8S)",
"year_from": 2014,
"year_to": 2023,
"body_type": "coupe",
"confidence": 0.90000000000000002220446049250313080847263336181640625
}
],
"needs_user_confirmation": true
},
"detected_parts": [
{
"raw_part_name": "front bumper",
"normalized_part_name": "bumper cover",
"category_key": "bumper",
"side": "both",
"position": "front",
"image_role": "front",
"damage_type": "crack, deformation",
"damage_severity": "severe",
"confidence": 0.9499999999999999555910790149937383830547332763671875
},
{
"raw_part_name": "left headlight",
"normalized_part_name": "headlight",
"category_key": "lighting",
"side": "left",
"position": "front",
"image_role": "front",
"damage_type": "missing/damaged",
"damage_severity": "severe",
"confidence": 0.90000000000000002220446049250313080847263336181640625
},
{
"raw_part_name": "right headlight",
"normalized_part_name": "headlight",
"category_key": "lighting",
"side": "right",
"position": "front",
"image_role": "front",
"damage_type": "crack",
"damage_severity": "moderate",
"confidence": 0.8000000000000000444089209850062616169452667236328125
},
{
"raw_part_name": "hood",
"normalized_part_name": "hood",
"category_key": "hood",
"side": "center",
"position": "front",
"image_role": "front",
"damage_type": "scratch, dent",
"damage_severity": "moderate",
"confidence": 0.84999999999999997779553950749686919152736663818359375
},
{
"raw_part_name": "radiator support",
"normalized_part_name": "radiator support",
"category_key": "structural",
"side": "center",
"position": "front",
"image_role": "damage_detail",
"damage_type": "deformation",
"damage_severity": "severe",
"confidence": 0.90000000000000002220446049250313080847263336181640625
}
],
"image_quality": {
"front": "good",
"rear": "medium",
"left": "good",
"right": "good"
},
"warnings": [
"Molimo potvrdite točnu generaciju modela i stanje oštećenja na djelovima jer postoji određena nejasnoća u identificiranju detalja."
],
"questions_for_user": [
"Možete li potvrditi godinu proizvodnje vozila kako bismo preciznije odredili dijelove?",
"Je li vozilo imalo dodatne modifikacije ili aftermarket dijelove?",
"Postoje li skrivena oštećenja koja nisu vidljiva na slikama, posebno ispod haube?"
],
"overall_confidence": 0.88000000000000000444089209850062616169452667236328125,
"needs_user_confirmation": true
},
"parse_error": null
}
#107
upload_received
2026-05-13 09:54:44
Zahtjev JSON
{
"session_id": "anon_d1b51d57c1327922404792ea",
"language_code": "hr",
"client_ip": "86.33.71.113",
"uploaded_image_roles": [
"front",
"rear",
"left",
"right",
"damage_detail",
"damage_detail",
"damage_detail"
],
"missing_image_roles": [],
"uploaded_count": 7,
"max_total_images": 10
}
Odgovor JSON