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2 changes: 1 addition & 1 deletion v3/expert-models/features/audio/speech-to-text-async.mdx
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---
title: "Speech To Text"
description: "Speech Recognition (or speech to text or voice to text) can recognize and transcribe spoken words (voice), that will be converted to text with or without diarization."

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---

import { TechArticleSchema } from "/snippets/TechArticleSchema.mdx";
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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `speech to text`, `text to speech`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
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| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file | file_input | Yes | Audio file ID from /v3/upload or direct file URL |

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| language | string | No | Language code in ISO format (e.g., 'en', 'fr', 'es') |
| speakers | int | No | Number of speakers present in the audio |
| profanity_filter | bool | No | Whether to filter profanity and replace inappropriate words with a series of asterisks |

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| vocabulary | array[string] | No | List of words or composed words to be detected by the speech to text engine |


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| Field | Type | Required | Description |
|-------|------|----------|-------------|
| text | string | Yes | |
| **diarization** | object | Yes | |

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|     total_speakers | int | Yes | |

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|     **entries** | array[object] | No | |
|         segment | string | Yes | |
|         start_time | string | Yes | |

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|         end_time | string | Yes | |

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|         speaker | int | Yes | |
|         confidence | float | Yes | |
|     error_message | string | No | |

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## Available Providers

| Provider | Model String | Price |
|----------|-------------|-------|
| amazon | `audio/speech_to_text_async/amazon` | $0.024 per 60 secondes |

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| assembly | `audio/speech_to_text_async/assembly` | $0.011 per 60 secondes |

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| deepgram (base) | `audio/speech_to_text_async/deepgram/base` | $0.0169 per 60 secondes |

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| deepgram | `audio/speech_to_text_async/deepgram` | $0.0189 per 60 secondes |

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| deepgram (enhanced) | `audio/speech_to_text_async/deepgram/enhanced` | $0.0189 per 60 secondes |

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| deepgram (nova-3) | `audio/speech_to_text_async/deepgram/nova-3` | $0.0052 per 60 secondes |

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| gladia | `audio/speech_to_text_async/gladia` | $0.0102 per 60 secondes |

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| google | `audio/speech_to_text_async/google` | $0.024 per 60 secondes |

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| microsoft | `audio/speech_to_text_async/microsoft` | $0.0168 per 60 secondes |

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| openai | `audio/speech_to_text_async/openai` | $0.006 per 60 secondes |

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## Quick Start
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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `speech to text`, `text to speech`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
Expand All @@ -31,16 +31,16 @@
| voice | string | No | Voice identifier to use for synthesis, can be name or id.
For supported voices for your provider/model, please check each provider's documentation. |
| speed | float | No | Speed multiplier for speech synthesis |
| audio_format | string | No | Desired audio format (e.g., 'mp3', 'wav') |

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| speaking_pitch | int | No | Increase or decrease the speaking pitch by a percentage from -100% to 100%, 0 is normal. |

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| speaking_volume | int | No | Increase or decrease the audio volume by a percentage from -100% to 100%, 0 is normal. |

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## Output

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| audio_resource_url | string | Yes | |

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## Available Providers
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|----------|-------------|-------|
| amazon (neural) | `audio/tts/amazon/neural` | $0.016 per 1,000 chars |
| amazon (standard) | `audio/tts/amazon/standard` | $0.004 per 1,000 chars |
| deepgram (aura) | `audio/tts/deepgram/aura` | $0.015 per 1,000 chars |

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| deepgram (aura-2) | `audio/tts/deepgram/aura-2` | $0.03 per 1,000 chars |

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| elevenlabs | `audio/tts/elevenlabs` | $0.3 per 1,000 chars |

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| elevenlabs (eleven_flash_v2) | `audio/tts/elevenlabs/eleven_flash_v2` | $0.3 per 1,000 chars |

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| elevenlabs (eleven_flash_v2_5) | `audio/tts/elevenlabs/eleven_flash_v2_5` | $0.3 per 1,000 chars |

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| elevenlabs (eleven_multilingual_v2) | `audio/tts/elevenlabs/eleven_multilingual_v2` | $0.3 per 1,000 chars |

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| elevenlabs (eleven_turbo_v2) | `audio/tts/elevenlabs/eleven_turbo_v2` | $0.3 per 1,000 chars |

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| elevenlabs (eleven_turbo_v2_5) | `audio/tts/elevenlabs/eleven_turbo_v2_5` | $0.3 per 1,000 chars |

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| elevenlabs (eleven_v3) | `audio/tts/elevenlabs/eleven_v3` | $0.3 per 1,000 chars |

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| google (casual) | `audio/tts/google/casual` | $16 per 1,000,000 chars |
| google (chirp3-hd) | `audio/tts/google/chirp3-hd` | $30 per 1,000,000 chars |
| google (chirp-hd) | `audio/tts/google/chirp-hd` | $30 per 1,000,000 chars |
Expand All @@ -69,13 +69,13 @@
| google (polyglot) | `audio/tts/google/polyglot` | $16 per 1,000,000 chars |
| google (standard) | `audio/tts/google/standard` | $4 per 1,000,000 chars |
| google (studio) | `audio/tts/google/studio` | $160 per 1,000,000 chars |
| google (wavenet) | `audio/tts/google/wavenet` | $4 per 1,000,000 chars |

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| lovoai | `audio/tts/lovoai` | $160 per 1,000,000 chars |

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| microsoft (neural) | `audio/tts/microsoft/neural` | $16 per 1,000,000 chars |

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| microsoft (neural-hd) | `audio/tts/microsoft/neural-hd` | $30 per 1,000,000 chars |

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| openai (gpt-4o-mini-tts) | `audio/tts/openai/gpt-4o-mini-tts` | $0.015 per minute |

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| openai (tts-1) | `audio/tts/openai/tts-1` | $15 per 1,000,000 chars |

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| openai (tts-1-hd) | `audio/tts/openai/tts-1-hd` | $30 per 1,000,000 chars |

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## Quick Start
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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `image analysis`, `computer vision`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
Expand All @@ -27,14 +27,14 @@

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file | file_input | Yes | Image file ID from /v3/upload or direct file URL |

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## Output

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| ai_score | float | Yes | |

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| prediction | enum | Yes | |


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| Provider | Model String | Price |
|----------|-------------|-------|
| winstonai | `image/ai_detection/winstonai` | $0.021 per request |

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## Quick Start
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---
title: "Image Anonymization"
description: "Image Anonymization API, also known as image de-identification or image de-personalization, refers to the process of automatically removing personal or sensitive information from images."

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---

import { TechArticleSchema } from "/snippets/TechArticleSchema.mdx";
Expand All @@ -14,7 +14,7 @@
proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `image analysis`, `computer vision`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
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| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file | file_input | Yes | Image file ID from /v3/upload or direct file URL |

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## Output
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| Field | Type | Required | Description |
|-------|------|----------|-------------|
| image | string | Yes | |
| image_resource_url | string | Yes | |

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| **items** | array[object] | No | |
|     kind | string | Yes | |
|     confidence | float | Yes | |
|     **bounding_boxes** | object | Yes | |

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|         x_min | float | Yes | |

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|         x_max | float | Yes | |

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|         y_min | float | Yes | |

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|         y_max | float | Yes | |

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## Available Providers
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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `image analysis`, `computer vision`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
Expand All @@ -27,7 +27,7 @@

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file | file_input | Yes | Image file ID from /v3/upload or direct file URL |

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## Output
Expand All @@ -35,7 +35,7 @@
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| image_b64 | string | Yes | The image in base64 format. |
| image_resource_url | string | Yes | The image url. |

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## Available Providers
Expand All @@ -43,11 +43,11 @@
| Provider | Model String | Price |
|----------|-------------|-------|
| api4ai | `image/background_removal/api4ai` | $50 per 1,000 files |
| clipdrop | `image/background_removal/clipdrop` | $0.5 per request |

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| photoroom | `image/background_removal/photoroom` | $20 per 1,000 files |

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| picsart | `image/background_removal/picsart` | $0.04 per image |

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| sentisight | `image/background_removal/sentisight` | $0.75 per 1,000 files |

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| stabilityai | `image/background_removal/stabilityai` | $0.02 per request |

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## Quick Start
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---
title: "Deepfake Detection"

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description: ""
---

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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `image analysis`, `computer vision`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
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| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file | file_input | Yes | Image file ID from /v3/upload or direct file URL |

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## Output

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| deepfake_score | float | Yes | |

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| prediction | enum | Yes | |


Expand All @@ -42,7 +42,7 @@

| Provider | Model String | Price |
|----------|-------------|-------|
| sightengine | `image/deepfake_detection/sightengine` | $0.002 per image |

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## Quick Start
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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `image analysis`, `computer vision`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
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| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file | file_input | Yes | Image file ID from /v3/upload or direct file URL |

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## Output

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| nsfw_likelihood | int | Yes | An integer representing the likelihood of NSFW content. Higher values indicate a higher likelihood. |

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| nsfw_likelihood_score | float | Yes | A floating-point score representing the confidence level of the NSFW likelihood assessment. This is typically a value between 0.0 and 1.0. |

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| **items** | array[object] | No | A list of items identified as potentially explicit. Each item contains details of the explicit content detected. |
|     label | string | Yes | |
|     likelihood | int | Yes | |
|     likelihood_score | float | Yes | |

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|     category | enum | Yes | The category of the detected content. Possible values include: 'Toxic', 'Content', 'Sexual', 'Violence', 'DrugAndAlcohol', 'Finance', 'HateAndExtremism', 'Safe', 'Other'. |
|     subcategory | string | Yes | The subcategory of content. Possible values:

Expand All @@ -56,7 +56,7 @@
- PublicSafety
- Health
- Explicit
- QRCode

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- Medical
- Politics
- Legal
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| Provider | Model String | Price |
|----------|-------------|-------|
| amazon | `image/explicit_content/amazon` | $1 per 1,000 files |
| clarifai | `image/explicit_content/clarifai` | $2 per 1,000 files |

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| google | `image/explicit_content/google` | $1.5 per 1,000 files |
| microsoft | `image/explicit_content/microsoft` | $1 per 1,000 files |

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| openai | `image/explicit_content/openai` | $24 per 1,000 files |

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| openai (gpt-4o) | `image/explicit_content/openai/gpt-4o` | $24 per 1,000 files |

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| sentisight | `image/explicit_content/sentisight` | $0.75 per 1,000 files |

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## Quick Start
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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `image analysis`, `computer vision`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
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| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file1 | file_input | Yes | Image file ID from /v3/upload or direct file URL |

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| file2 | file_input | Yes | Image file ID from /v3/upload or direct file URL |

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## Output
Expand All @@ -37,7 +37,7 @@
|-------|------|----------|-------------|
| **items** | array[object] | No | |
|     confidence | float | Yes | |
|     **bounding_box** | object | Yes | |

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|         top | float | Yes | |
|         left | float | Yes | |
|         height | float | Yes | |
Expand All @@ -50,7 +50,7 @@
|----------|-------------|-------|
| amazon | `image/face_compare/amazon` | $1 per 1,000 requests |
| base64 | `image/face_compare/base64` | $0.25 per request |
| facepp | `image/face_compare/facepp` | $2 per 1,000 requests |

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## Quick Start
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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `image analysis`, `computer vision`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
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| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file | file_input | Yes | Image file ID from /v3/upload or direct file URL |

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## Output
Expand All @@ -37,58 +37,58 @@
| **items** | array[object] | No | |
|     confidence | float | Yes | |
|     **landmarks** | object | Yes | |
|         left_eye | array[float] | No | |

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|         left_eye_top | array[float] | No | |

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|         left_eye_right | array[float] | No | |

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|         left_eye_bottom | array[float] | No | |

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|         left_eye_left | array[float] | No | |

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|         right_eye | array[float] | No | |

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|         right_eye_top | array[float] | No | |

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|         right_eye_right | array[float] | No | |

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|         right_eye_bottom | array[float] | No | |

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|         right_eye_left | array[float] | No | |

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|         left_eyebrow_left | array[float] | No | |

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|         left_eyebrow_right | array[float] | No | |

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|         left_eyebrow_top | array[float] | No | |

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|         right_eyebrow_left | array[float] | No | |

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|         right_eyebrow_right | array[float] | No | |

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|         left_pupil | array[float] | No | |

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|         right_pupil | array[float] | No | |

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|         nose_tip | array[float] | No | |

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|         nose_bottom_right | array[float] | No | |

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|         nose_bottom_left | array[float] | No | |

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|         mouth_left | array[float] | No | |

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|         mouth_right | array[float] | No | |

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|         right_eyebrow_top | array[float] | No | |

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|         midpoint_between_eyes | array[float] | No | |

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|         nose_bottom_center | array[float] | No | |

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|         nose_left_alar_out_tip | array[float] | No | |

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|         nose_left_alar_top | array[float] | No | |

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|         nose_right_alar_out_tip | array[float] | No | |

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|         nose_right_alar_top | array[float] | No | |

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|         nose_root_left | array[float] | No | |

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|         nose_root_right | array[float] | No | |

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|         upper_lip | array[float] | No | |

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|         under_lip | array[float] | No | |

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|         under_lip_bottom | array[float] | No | |

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|         under_lip_top | array[float] | No | |

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|         upper_lip_bottom | array[float] | No | |

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|         upper_lip_top | array[float] | No | |

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|         mouth_center | array[float] | No | |

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|         mouth_top | array[float] | No | |

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|         mouth_bottom | array[float] | No | |

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|         left_ear_tragion | array[float] | No | |

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|         right_ear_tragion | array[float] | No | |

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|         forehead_glabella | array[float] | No | |

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|         chin_gnathion | array[float] | No | |

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|         chin_left_gonion | array[float] | No | |

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|         chin_right_gonion | array[float] | No | |

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|         upper_jawline_left | array[float] | No | |

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|         mid_jawline_left | array[float] | No | |

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|         mid_jawline_right | array[float] | No | |

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|         upper_jawline_right | array[float] | No | |

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|         left_cheek_center | array[float] | No | |

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|         right_cheek_center | array[float] | No | |

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|     **emotions** | object | Yes | |
|         joy | int | Yes | |
|         sorrow | int | Yes | |
Expand All @@ -107,18 +107,18 @@
|         yaw | float | Yes | |
|     age | float | Yes | |
|     gender | string | Yes | |
|     **bounding_box** | object | Yes | |

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|         x_min | float | Yes | |

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|         x_max | float | Yes | |

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|         y_min | float | Yes | |

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|         y_max | float | Yes | |

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|     **hair** | object | Yes | |
|         **hair_color** | array[object] | No | |

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|             color | string | Yes | |
|             confidence | float | Yes | |
|         bald | float | Yes | |
|         invisible | bool | Yes | |
|     **facial_hair** | object | Yes | |

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|         moustache | float | Yes | |
|         beard | float | Yes | |
|         sideburns | float | Yes | |
Expand All @@ -129,23 +129,23 @@
|         brightness | float | Yes | |
|         sharpness | float | Yes | |
|     **makeup** | object | Yes | |
|         eye_make | bool | Yes | |

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|         lip_make | bool | Yes | |

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|     **accessories** | object | Yes | |
|         sunglasses | float | Yes | |
|         reading_glasses | float | Yes | |

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|         swimming_goggles | float | Yes | |

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|         face_mask | float | Yes | |

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|         eyeglasses | float | Yes | |
|         headwear | float | Yes | |

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|     **occlusions** | object | Yes | |
|         eye_occluded | bool | Yes | |

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|         forehead_occluded | bool | Yes | |

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|         mouth_occluded | bool | Yes | |

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|     **features** | object | Yes | |
|         eyes_open | float | Yes | |

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|         smile | float | Yes | |
|         mouth_open | float | Yes | |

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## Available Providers
Expand All @@ -154,7 +154,7 @@
|----------|-------------|-------|
| amazon | `image/face_detection/amazon` | $1 per 1,000 files |
| api4ai | `image/face_detection/api4ai` | $0.75 per 1,000 files |
| clarifai | `image/face_detection/clarifai` | $2 per 1,000 files |

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| google | `image/face_detection/google` | $1.5 per 1,000 files |


Expand Down
14 changes: 7 additions & 7 deletions v3/expert-models/features/image/generation.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -14,7 +14,7 @@
proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `image analysis`, `computer vision`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
Expand All @@ -28,8 +28,8 @@
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| text | string | Yes | Text prompt for image generation |
| resolution | string | No | Image resolution as a named size (e.g. '1024x1024'). Optional: providers may also accept native sizing knobs (width/height, aspect_ratio, image_size tier, etc.) via `provider_params`, in which case `provider_params` takes precedence. |

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| num_images | int | No | Number of images to generate |

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## Output
Expand All @@ -37,38 +37,38 @@
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| image | string | Yes | |
| image_resource_url | string | Yes | |

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## Available Providers

| Provider | Model String | Price |
|----------|-------------|-------|
| bytedance | `image/generation/bytedance` | $0.03 per request |

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| bytedance (seedream-3-0-t2i-250415) | `image/generation/bytedance/seedream-3-0-t2i-250415` | $0.03 per request |

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| bytedance (seedream-4-0-250828) | `image/generation/bytedance/seedream-4-0-250828` | $0.03 per request |

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| bytedance (seedream-4-5-251128) | `image/generation/bytedance/seedream-4-5-251128` | $0.03 per request |

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| bytedance (seedream-5-0-260128) | `image/generation/bytedance/seedream-5-0-260128` | $0.035 per token |

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| leonardo (AlbedoBase XL) | `image/generation/leonardo/AlbedoBase XL` | $0.017 per image |
| leonardo | `image/generation/leonardo` | $0.017 per image |
| leonardo (AlbedoBase XL) | `image/generation/leonardo/AlbedoBase XL` | $0.014 per image |

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| leonardo | `image/generation/leonardo` | $0.014 per image |

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| leonardo (Leonardo Anime XL) | `image/generation/leonardo/Leonardo Anime XL` | $0.011 per image |

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| leonardo (Leonardo Diffusion XL) | `image/generation/leonardo/Leonardo Diffusion XL` | $0.017 per image |

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| leonardo (Leonardo Kino XL) | `image/generation/leonardo/Leonardo Kino XL` | $0.017 per image |

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| leonardo (Leonardo Lightning XL) | `image/generation/leonardo/Leonardo Lightning XL` | $0.011 per image |

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| leonardo (Leonardo Phoenix) | `image/generation/leonardo/Leonardo Phoenix` | $0.014 per image |
| leonardo (Leonardo Vision XL) | `image/generation/leonardo/Leonardo Vision XL` | $0.017 per image |
| leonardo (Leonardo Phoenix) | `image/generation/leonardo/Leonardo Phoenix` | $0.017 per image |

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| leonardo (Leonardo Vision XL) | `image/generation/leonardo/Leonardo Vision XL` | $0.014 per image |

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| leonardo (SDXL 0.9) | `image/generation/leonardo/SDXL 0.9` | $0.014 per image |

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| minimax | `image/generation/minimax` | $0.0035 per image |

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| minimax (image-01) | `image/generation/minimax/image-01` | $0.0035 per image |

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| openai (dall-e-2) | `image/generation/openai/dall-e-2` | $0.018 per image |
| openai (dall-e-2) | `image/generation/openai/dall-e-2` | $0.016 per image |

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Did you really mean 'openai'?
| openai (dall-e-3) | `image/generation/openai/dall-e-3` | $0.08 per image |

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| openai | `image/generation/openai` | $0.08 per image |
| openai | `image/generation/openai` | $0.018 per image |

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| replicate (anime-style) | `image/generation/replicate/anime-style` | $0.000225 per exec_time |

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| replicate (classic) | `image/generation/replicate/classic` | $0.00115 per exec_time |

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| replicate | `image/generation/replicate` | $0.01 per request |
| replicate (vintedois-diffusion) | `image/generation/replicate/vintedois-diffusion` | $0.000225 per exec_time |

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| stabilityai | `image/generation/stabilityai` | $15 per 1,000 images |
| stabilityai (stable-diffusion-xl-1024-v1-0) | `image/generation/stabilityai/stable-diffusion-xl-1024-v1-0` | $15 per 1,000 images |

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## Quick Start
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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `image analysis`, `computer vision`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
Expand All @@ -27,7 +27,7 @@

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file | file_input | Yes | Image file ID from /v3/upload or direct file URL |

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## Output
Expand All @@ -35,7 +35,7 @@
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| **items** | array[object] | No | List of the detected brands logo from the image. |
|     **bounding_poly** | object | No | |

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|         **vertices** | array[object] | No | Vertices of the logos in the image |
|             x | float | Yes | The x-coordinate of the vertex. |
|             y | float | Yes | The y-coordinate of the vertex. |
Expand All @@ -50,12 +50,12 @@
| api4ai | `image/logo_detection/api4ai` | $0.25 per 1,000 files |
| api4ai (v1) | `image/logo_detection/api4ai/v1` | $0.25 per 1,000 files |
| api4ai (v2) | `image/logo_detection/api4ai/v2` | $2.5 per 1,000 files |
| clarifai | `image/logo_detection/clarifai` | $2 per 1,000 files |

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| google | `image/logo_detection/google` | $1.5 per 1,000 files |
| microsoft | `image/logo_detection/microsoft` | $1 per 1,000 files |

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Did you really mean 'microsoft'?
| openai | `image/logo_detection/openai` | $24 per 1,000 files |

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Did you really mean 'openai'?
| openai (gpt-4o) | `image/logo_detection/openai/gpt-4o` | $24 per 1,000 files |

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Did you really mean 'openai'?
| openai (gpt-4-turbo) | `image/logo_detection/openai/gpt-4-turbo` | $48 per 1,000 files |

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## Quick Start
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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `image analysis`, `computer vision`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
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| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file | file_input | Yes | Image file ID from /v3/upload or direct file URL |

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## Output
Expand All @@ -37,10 +37,10 @@
| **items** | array[object] | No | |
|     label | string | Yes | |
|     confidence | float | Yes | |
|     x_min | float | Yes | |

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|     x_max | float | Yes | |

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|     y_min | float | Yes | |

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|     y_max | float | Yes | |

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## Available Providers
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|----------|-------------|-------|
| amazon | `image/object_detection/amazon` | $1 per 1,000 files |
| api4ai | `image/object_detection/api4ai` | $0.5 per 1,000 files |
| clarifai | `image/object_detection/clarifai` | $2 per 1,000 files |

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Did you really mean 'clarifai'?
| clarifai (general-image-detection) | `image/object_detection/clarifai/general-image-detection` | $2 per 1,000 files |

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| google | `image/object_detection/google` | $2.25 per 1,000 files |
| microsoft | `image/object_detection/microsoft` | $1 per 1,000 files |

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| sentisight | `image/object_detection/sentisight` | $0.75 per 1,000 files |

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## Quick Start
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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `OCR`, `document parsing`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
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| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file | file_input | Yes | File ID from /v3/upload or direct file URL |

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| language | string | Yes | Document language code |
| document_type | enum | No | Specify the type of your document. Can be set to 'auto-detect' for automatic detection if the provider supports it. |

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## Output

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| **extracted_data** | array[object] | No | List of parsed financial data objects (per page). |

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|     **customer_information** | object | Yes | |

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|         name | string | No | The name of the invoiced customer. |
|         id_reference | string | No | Unique reference ID for the customer. |

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Did you really mean 'id_reference'?
|         mailling_address | string | No | The mailing address of the customer. |

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Did you really mean 'mailling_address'?
|         billing_address | string | No | The explicit billing address for the customer. |

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Did you really mean 'billing_address'?
|         shipping_address | string | No | The shipping address for the customer. |

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Did you really mean 'shipping_address'?
|         service_address | string | No | The service address associated with the customer. |

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Did you really mean 'service_address'?
|         remittance_address | string | No | The address to which payments should be remitted. |

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Did you really mean 'remittance_address'?
|         email | string | No | The email address of the customer. |
|         phone | string | No | The phone number associated with the customer. |
|         vat_number | string | No | VAT (Value Added Tax) number of the customer. |

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Did you really mean 'vat_number'?
|         abn_number | string | No | ABN (Australian Business Number) of the customer. |

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Did you really mean 'abn_number'?
|         gst_number | string | No | GST (Goods and Services Tax) number of the customer. |

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Did you really mean 'gst_number'?
|         pan_number | string | No | PAN (Permanent Account Number) of the customer. |

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Did you really mean 'pan_number'?
|         business_number | string | No | Business registration number of the customer. |

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Did you really mean 'business_number'?
|         siret_number | string | No | SIRET (Système d'Identification du Répertoire des Entreprises et de leurs Établissements) number of the customer. |

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Did you really mean 'siret_number'?

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Did you really mean 'd'Identification'?

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Did you really mean 'du'?

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Did you really mean 'des'?

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Did you really mean 'Entreprises'?

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Did you really mean 'leurs'?
|         siren_number | string | No | SIREN (Système d'Identification du Répertoire des Entreprises) number of the customer. |

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Did you really mean 'd'Identification'?

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Did you really mean 'du'?

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Did you really mean 'des'?

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Did you really mean 'Entreprises'?
|         customer_number | string | No | Customer identification number. |

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Did you really mean 'customer_number'?
|         coc_number | string | No | Chamber of Commerce registration number. |

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Did you really mean 'coc_number'?
|         fiscal_number | string | No | Fiscal identification number of the customer. |

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Did you really mean 'fiscal_number'?
|         registration_number | string | No | Official registration number of the customer. |

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Did you really mean 'registration_number'?
|         tax_id | string | No | Tax identification number of the customer. |

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Did you really mean 'tax_id'?
|         website | string | No | The website associated with the customer. |
|         remit_to_name | string | No | The name associated with the customer's remittance address. |

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Did you really mean 'remit_to_name'?
|         city | string | No | The city associated with the customer's address. |
|         country | string | No | The country associated with the customer's address. |
|         house_number | string | No | The house number associated with the customer's address. |

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Did you really mean 'house_number'?
|         province | string | No | The province associated with the customer's address. |
|         street_name | string | No | The street name associated with the customer's address. |

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Did you really mean 'street_name'?
|         zip_code | string | No | The ZIP code associated with the customer's address. |

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Did you really mean 'zip_code'?
|         municipality | string | No | The municipality associated with the customer's address. |
|     **merchant_information** | object | Yes | |

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v3/expert-models/features/ocr/financial-parser.mdx#L71

Did you really mean 'merchant_information'?
|         name | string | No | Name of the merchant. |
|         address | string | No | Address of the merchant. |
|         phone | string | No | Phone number of the merchant. |
|         tax_id | string | No | Tax identification number of the merchant. |

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v3/expert-models/features/ocr/financial-parser.mdx#L75

Did you really mean 'tax_id'?
|         id_reference | string | No | Unique reference ID for the merchant. |

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v3/expert-models/features/ocr/financial-parser.mdx#L76

Did you really mean 'id_reference'?
|         vat_number | string | No | VAT (Value Added Tax) number of the merchant. |

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v3/expert-models/features/ocr/financial-parser.mdx#L77

Did you really mean 'vat_number'?
|         abn_number | string | No | ABN (Australian Business Number) of the merchant. |

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v3/expert-models/features/ocr/financial-parser.mdx#L78

Did you really mean 'abn_number'?
|         gst_number | string | No | GST (Goods and Services Tax) number of the merchant. |

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v3/expert-models/features/ocr/financial-parser.mdx#L79

Did you really mean 'gst_number'?
|         business_number | string | No | Business registration number of the merchant. |

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v3/expert-models/features/ocr/financial-parser.mdx#L80

Did you really mean 'business_number'?
|         siret_number | string | No | SIRET (Système d'Identification du Répertoire des Entreprises et de leurs Établissements) number of the merchant. |

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v3/expert-models/features/ocr/financial-parser.mdx#L81

Did you really mean 'siret_number'?

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v3/expert-models/features/ocr/financial-parser.mdx#L81

Did you really mean 'd'Identification'?

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v3/expert-models/features/ocr/financial-parser.mdx#L81

Did you really mean 'du'?

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v3/expert-models/features/ocr/financial-parser.mdx#L81

Did you really mean 'des'?

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v3/expert-models/features/ocr/financial-parser.mdx#L81

Did you really mean 'Entreprises'?

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v3/expert-models/features/ocr/financial-parser.mdx#L81

Did you really mean 'leurs'?
|         siren_number | string | No | SIREN (Système d'Identification du Répertoire des Entreprises) number of the merchant. |

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v3/expert-models/features/ocr/financial-parser.mdx#L82

Did you really mean 'siren_number'?

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v3/expert-models/features/ocr/financial-parser.mdx#L82

Did you really mean 'd'Identification'?

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v3/expert-models/features/ocr/financial-parser.mdx#L82

Did you really mean 'du'?

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v3/expert-models/features/ocr/financial-parser.mdx#L82

Did you really mean 'des'?

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v3/expert-models/features/ocr/financial-parser.mdx#L82

Did you really mean 'Entreprises'?
|         pan_number | string | No | PAN (Permanent Account Number) of the merchant. |

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v3/expert-models/features/ocr/financial-parser.mdx#L83

Did you really mean 'pan_number'?
|         coc_number | string | No | Chamber of Commerce registration number of the merchant. |

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v3/expert-models/features/ocr/financial-parser.mdx#L84

Did you really mean 'coc_number'?
|         fiscal_number | string | No | Fiscal identification number of the merchant. |

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v3/expert-models/features/ocr/financial-parser.mdx#L85

Did you really mean 'fiscal_number'?
|         email | string | No | Email address of the merchant. |
|         fax | string | No | Fax number of the merchant. |
|         website | string | No | Website of the merchant. |
|         registration | string | No | Official registration information of the merchant. |
|         city | string | No | City associated with the merchant's address. |
|         country | string | No | Country associated with the merchant's address. |
|         house_number | string | No | House number associated with the merchant's address. |

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v3/expert-models/features/ocr/financial-parser.mdx#L92

Did you really mean 'house_number'?
|         province | string | No | Province associated with the merchant's address. |
|         street_name | string | No | Street name associated with the merchant's address. |

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v3/expert-models/features/ocr/financial-parser.mdx#L94

Did you really mean 'street_name'?
|         zip_code | string | No | ZIP code associated with the merchant's address. |

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v3/expert-models/features/ocr/financial-parser.mdx#L95

Did you really mean 'zip_code'?
|         country_code | string | No | Country code associated with the merchant's location. |

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v3/expert-models/features/ocr/financial-parser.mdx#L96

Did you really mean 'country_code'?
|     **payment_information** | object | Yes | |

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v3/expert-models/features/ocr/financial-parser.mdx#L97

Did you really mean 'payment_information'?
|         amount_due | float | No | Amount due for payment. |

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v3/expert-models/features/ocr/financial-parser.mdx#L98

Did you really mean 'amount_due'?
|         amount_tip | float | No | Tip amount in a financial transaction. |

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v3/expert-models/features/ocr/financial-parser.mdx#L99

Did you really mean 'amount_tip'?
|         amount_shipping | float | No | Shipping cost in a financial transaction. |

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v3/expert-models/features/ocr/financial-parser.mdx#L100

Did you really mean 'amount_shipping'?
|         amount_change | float | No | Change amount in a financial transaction. |

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v3/expert-models/features/ocr/financial-parser.mdx#L101

Did you really mean 'amount_change'?
|         amount_paid | float | No | Amount already paid in a financial transaction. |

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v3/expert-models/features/ocr/financial-parser.mdx#L102

Did you really mean 'amount_paid'?
|         total | float | No | Total amount in the invoice. |
|         subtotal | float | No | Subtotal amount in a financial transaction. |
|         total_tax | float | No | Total tax amount in a financial transaction. |

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v3/expert-models/features/ocr/financial-parser.mdx#L105

Did you really mean 'total_tax'?
|         tax_rate | float | No | Tax rate applied in a financial transaction. |

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v3/expert-models/features/ocr/financial-parser.mdx#L106

Did you really mean 'tax_rate'?
|         discount | float | No | Discount amount applied in a financial transaction. |
|         gratuity | float | No | Gratuity amount in a financial transaction. |
|         service_charge | float | No | Service charge in a financial transaction. |

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v3/expert-models/features/ocr/financial-parser.mdx#L109

Did you really mean 'service_charge'?
|         previous_unpaid_balance | float | No | Previous unpaid balance in a financial transaction. |

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v3/expert-models/features/ocr/financial-parser.mdx#L110

Did you really mean 'previous_unpaid_balance'?
|         prior_balance | float | No | Prior balance before the current financial transaction. |

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v3/expert-models/features/ocr/financial-parser.mdx#L111

Did you really mean 'prior_balance'?
|         payment_terms | string | No | Terms and conditions for payment. |

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v3/expert-models/features/ocr/financial-parser.mdx#L112

Did you really mean 'payment_terms'?
|         payment_method | string | No | Payment method used in the financial transaction. |

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v3/expert-models/features/ocr/financial-parser.mdx#L113

Did you really mean 'payment_method'?
|         payment_card_number | string | No | Card number used in the payment. |

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v3/expert-models/features/ocr/financial-parser.mdx#L114

Did you really mean 'payment_card_number'?
|         payment_auth_code | string | No | Authorization code for the payment. |

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v3/expert-models/features/ocr/financial-parser.mdx#L115

Did you really mean 'payment_auth_code'?
|         shipping_handling_charge | float | No | Charge for shipping and handling in a financial transaction. |

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v3/expert-models/features/ocr/financial-parser.mdx#L116

Did you really mean 'shipping_handling_charge'?
|         transaction_number | string | No | Unique identifier for the financial transaction. |

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v3/expert-models/features/ocr/financial-parser.mdx#L117

Did you really mean 'transaction_number'?
|         transaction_reference | string | No | Reference number for the financial transaction. |

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v3/expert-models/features/ocr/financial-parser.mdx#L118

Did you really mean 'transaction_reference'?
|     **financial_document_information** | object | Yes | |

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v3/expert-models/features/ocr/financial-parser.mdx#L119

Did you really mean 'financial_document_information'?
|         invoice_receipt_id | string | No | Identifier for the invoice. |

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v3/expert-models/features/ocr/financial-parser.mdx#L120

Did you really mean 'invoice_receipt_id'?
|         purchase_order | string | No | Purchase order related to the document. |

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v3/expert-models/features/ocr/financial-parser.mdx#L121

Did you really mean 'purchase_order'?
|         invoice_date | string | No | Date of the invoice. |

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v3/expert-models/features/ocr/financial-parser.mdx#L122

Did you really mean 'invoice_date'?
|         time | string | No | Time associated with the document. |
|         invoice_due_date | string | No | Due date for the invoice. |

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v3/expert-models/features/ocr/financial-parser.mdx#L124

Did you really mean 'invoice_due_date'?
|         service_start_date | string | No | Start date of the service associated with the document. |

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v3/expert-models/features/ocr/financial-parser.mdx#L125

Did you really mean 'service_start_date'?
|         service_end_date | string | No | End date of the service associated with the document. |

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v3/expert-models/features/ocr/financial-parser.mdx#L126

Did you really mean 'service_end_date'?
|         reference | string | No | Reference number associated with the document. |
|         biller_code | string | No | Biller code associated with the document. |

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v3/expert-models/features/ocr/financial-parser.mdx#L128

Did you really mean 'biller_code'?

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v3/expert-models/features/ocr/financial-parser.mdx#L128

Did you really mean 'Biller'?
|         order_date | string | No | Date of the order associated with the document. |

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v3/expert-models/features/ocr/financial-parser.mdx#L129

Did you really mean 'order_date'?
|         tracking_number | string | No | Tracking number associated with the document. |

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v3/expert-models/features/ocr/financial-parser.mdx#L130

Did you really mean 'tracking_number'?
|         **barcodes** | array[object] | No | List of barcodes associated with the document. |
|             value | string | Yes | |
|             type | string | Yes | |
|     **local** | object | Yes | |
|         currency | string | No | Currency used in financial transactions. |
|         currency_code | string | No | Currency code (e.g., USD, EUR). |

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v3/expert-models/features/ocr/financial-parser.mdx#L136

Did you really mean 'currency_code'?
|         currency_exchange_rate | string | No | Exchange rate for the specified currency. |

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v3/expert-models/features/ocr/financial-parser.mdx#L137

Did you really mean 'currency_exchange_rate'?
|         country | string | No | Country associated with the local financial information. |
|         language | string | No | Language used in financial transactions. |
|     **bank** | object | Yes | |
|         iban | string | No | International Bank Account Number. |

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v3/expert-models/features/ocr/financial-parser.mdx#L141

Did you really mean 'iban'?
|         swift | string | No | Society for Worldwide Interbank Financial Telecommunication code. |
|         bsb | string | No | Bank State Branch code (Australia). |

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v3/expert-models/features/ocr/financial-parser.mdx#L143

Did you really mean 'bsb'?
|         sort_code | string | No | Sort code for UK banks. |

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v3/expert-models/features/ocr/financial-parser.mdx#L144

Did you really mean 'sort_code'?
|         account_number | string | No | Bank account number. |

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v3/expert-models/features/ocr/financial-parser.mdx#L145

Did you really mean 'account_number'?
|         routing_number | string | No | Routing number for banks in the United States. |

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v3/expert-models/features/ocr/financial-parser.mdx#L146

Did you really mean 'routing_number'?
|         bic | string | No | Bank Identifier Code. |

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v3/expert-models/features/ocr/financial-parser.mdx#L147

Did you really mean 'bic'?
|     **item_lines** | array[object] | No | List of line items associated with the document. |

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v3/expert-models/features/ocr/financial-parser.mdx#L148

Did you really mean 'item_lines'?
|         tax | float | No | Tax amount for the line item. |
|         amount_line | float | No | Total amount for the line item. |

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v3/expert-models/features/ocr/financial-parser.mdx#L150

Did you really mean 'amount_line'?
|         description | string | No | Description of the line item. |
|         quantity | float | No | Quantity of units for the line item. |
|         unit_price | float | No | Unit price for each unit in the line item. |

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v3/expert-models/features/ocr/financial-parser.mdx#L153

Did you really mean 'unit_price'?
|         unit_type | string | No | Type of unit (e.g., hours, items). |

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|         date | string | No | Date associated with the line item. |
|         product_code | string | No | Product code or identifier for the line item. |

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|         purchase_order | string | No | Purchase order related to the line item. |

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|         tax_rate | float | No | Tax rate applied to the line item. |

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|         base_total | float | No | Base total amount before any discounts or taxes. |

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|         sub_total | float | No | Subtotal amount for the line item. |

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|         discount_amount | float | No | Amount of discount applied to the line item. |

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|         discount_rate | float | No | Rate of discount applied to the line item. |

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|         discount_code | string | No | Code associated with any discount applied to the line item. |

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|         order_number | string | No | Order number associated with the line item. |

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|         title | string | No | Title or name of the line item. |
|     **document_metadata** | object | Yes | |

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|         document_index | int | No | Index of the detected document. |

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|         document_page_number | int | No | Page number within the document. |

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|         document_type | string | No | Type or category of the document. |

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## Available Providers

| Provider | Model String | Price |
|----------|-------------|-------|
| affinda | `ocr/financial_parser/affinda` | $0.08 per page |

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| amazon | `ocr/financial_parser/amazon` | $0.01 per page |
| base64 | `ocr/financial_parser/base64` | $0.25 per page |
| eagledoc | `ocr/financial_parser/eagledoc` | $0.03 per page |

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| extracta | `ocr/financial_parser/extracta` | $0.1 per page |

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| google | `ocr/financial_parser/google` | $0.01 per page |
| klippa | `ocr/financial_parser/klippa` | $0.1 per file |

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| microsoft | `ocr/financial_parser/microsoft` | $0.01 per page |

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| mindee | `ocr/financial_parser/mindee` | $0.1 per page |

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| openai | `ocr/financial_parser/openai` | $0.04 per page |

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| openai (gpt-4o) | `ocr/financial_parser/openai/gpt-4o` | $0.04 per page |

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| tabscanner | `ocr/financial_parser/tabscanner` | $0.08 per page |

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| veryfi | `ocr/financial_parser/veryfi` | $0.08 per file |
| veryfi | `ocr/financial_parser/veryfi` | $0.16 per file |

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## Quick Start
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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `OCR`, `document parsing`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
Expand All @@ -27,36 +27,36 @@

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file | file_input | Yes | PDF or image file ID from /v3/upload or direct file URL |

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## Output

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| **extracted_data** | array[object] | No | |

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|     **last_name** | object | Yes | |

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|         value | string | No | |
|         confidence | float | No | |
|     **given_names** | array[object] | No | |

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|         value | string | No | |
|         confidence | float | No | |
|     **birth_place** | object | Yes | |

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|         value | string | No | |
|         confidence | float | No | |
|     **birth_date** | object | Yes | |

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|         value | string | No | |
|         confidence | float | No | |
|     **issuance_date** | object | Yes | |

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|         value | string | No | |
|         confidence | float | No | |
|     **expire_date** | object | Yes | |

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|         value | string | No | |
|         confidence | float | No | |
|     **document_id** | object | Yes | |

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|         value | string | No | |
|         confidence | float | No | |
|     **issuing_state** | object | Yes | |

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|         value | string | No | |
|         confidence | float | No | |
|     **address** | object | Yes | |
Expand All @@ -70,19 +70,19 @@
|         alpha2 | string | Yes | |
|         alpha3 | string | Yes | |
|         confidence | float | No | |
|     **document_type** | object | Yes | |

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|         value | string | No | |
|         confidence | float | No | |
|     **gender** | object | Yes | |
|         value | string | No | |
|         confidence | float | No | |
|     **image_id** | array[object] | No | |

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|         value | string | No | |
|         confidence | float | No | |
|     **image_signature** | array[object] | No | |

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|         value | string | No | |
|         confidence | float | No | |
|     **mrz** | object | Yes | |

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|         value | string | No | |
|         confidence | float | No | |
|     **nationality** | object | Yes | |
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| Provider | Model String | Price |
|----------|-------------|-------|
| affinda | `ocr/identity_parser/affinda` | $0.07 per file |

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| amazon | `ocr/identity_parser/amazon` | $0.025 per page |
| base64 | `ocr/identity_parser/base64` | $0.2 per page |
| klippa | `ocr/identity_parser/klippa` | $0.1 per file |

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| microsoft | `ocr/identity_parser/microsoft` | $0.01 per page |

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| mindee | `ocr/identity_parser/mindee` | $0.1 per page |

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| openai | `ocr/identity_parser/openai` | $0.02 per page |

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| openai (gpt-4o) | `ocr/identity_parser/openai/gpt-4o` | $0.02 per page |

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## Quick Start
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---
title: "OCR Multipage"

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description: "OCR or Optical Character Recognition is also referred to as text recognition or text extraction. It allows users to extract text data from PDFs with multiple pages."

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---

import { TechArticleSchema } from "/snippets/TechArticleSchema.mdx";
Expand All @@ -14,7 +14,7 @@
proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `OCR`, `document parsing`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
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| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file | file_input | Yes | PDF or image file ID from /v3/upload or direct file URL |

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## Output

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| raw_text | string | Yes | |

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| **pages** | array[object] | No | List of pages |
|     **lines** | array[object] | No | List of lines |
|         text | string | Yes | Text detected in the line |
|         **words** | array[object] | No | List of words |
|             text | string | Yes | Text detected in the word |
|             **bounding_box** | object | Yes | Bounding boxes of the words in the word |

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|                 left | float | Yes | Left coordinate of the bounding box |
|                 top | float | Yes | Top coordinate of the bounding box |
|                 width | float | Yes | Width of the bounding box |
|                 height | float | Yes | Height of the bounding box |
|             confidence | float | Yes | Confidence score of the word |
|         **bounding_box** | object | No | Bounding box of the line, can be None |

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|             left | float | Yes | Left coordinate of the bounding box |
|             top | float | Yes | Top coordinate of the bounding box |
|             width | float | Yes | Width of the bounding box |
|             height | float | Yes | Height of the bounding box |
|         confidence | float | Yes | Confidence of the line |
| number_of_pages | int | Yes | Number of pages in the document |

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## Available Providers
Expand All @@ -60,7 +60,7 @@
| Provider | Model String | Price |
|----------|-------------|-------|
| amazon | `ocr/ocr_async/amazon` | $1.5 per 1,000 pages |
| microsoft | `ocr/ocr_async/microsoft` | $10 per 1,000 pages |

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| mistral | `ocr/ocr_async/mistral` | $1 per 1,000 pages |


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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `OCR`, `document parsing`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
Expand All @@ -27,7 +27,7 @@

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file | file_input | Yes | PDF or image file ID from /v3/upload or direct file URL |

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## Output
Expand All @@ -39,20 +39,20 @@
|         **rows** | array[object] | No | |
|             **cells** | array[object] | No | |
|                 text | string | Yes | |
|                 row_index | int | Yes | |

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|                 col_index | int | Yes | |

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|                 row_span | int | Yes | |

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|                 col_span | int | Yes | |

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|                 confidence | float | Yes | |
|                 **bounding_box** | object | Yes | |

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|                     left | float | Yes | |
|                     top | float | Yes | |
|                     width | float | Yes | |
|                     height | float | Yes | |
|                 is_header | bool | No | |

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|         num_rows | int | Yes | |

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|         num_cols | int | Yes | |

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| num_pages | int | Yes | |

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## Available Providers
Expand All @@ -61,7 +61,7 @@
|----------|-------------|-------|
| amazon | `ocr/ocr_tables_async/amazon` | $15 per 1,000 pages |
| google | `ocr/ocr_tables_async/google` | $65 per 1,000 pages |
| microsoft | `ocr/ocr_tables_async/microsoft` | $10 per 1,000 pages |

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## Quick Start
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Expand Up @@ -14,7 +14,7 @@
proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `OCR`, `document parsing`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
Expand All @@ -27,7 +27,7 @@

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file | file_input | Yes | PDF or image file ID from /v3/upload or direct file URL |

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| language | string | Yes | Document language code |


Expand All @@ -36,7 +36,7 @@
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| text | string | Yes | |
| **bounding_boxes** | array[object] | No | |

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|     text | string | Yes | |
|     left | float | Yes | |
|     top | float | Yes | |
Expand All @@ -51,9 +51,9 @@
| amazon | `ocr/ocr/amazon` | $1.5 per 1,000 pages |
| api4ai | `ocr/ocr/api4ai` | $3 per 1,000 requests |
| google | `ocr/ocr/google` | $1.5 per 1,000 pages |
| microsoft | `ocr/ocr/microsoft` | $1 per 1,000 pages |

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| mistral | `ocr/ocr/mistral` | $1 per 1,000 pages |
| sentisight | `ocr/ocr/sentisight` | $0.75 per 1,000 files |

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## Quick Start
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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `OCR`, `document parsing`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
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| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file | file_input | Yes | File ID from /v3/upload or direct file URL |

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## Output

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| **extracted_data** | object | Yes | |

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|     **personal_infos** | object | Yes | |

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|         **name** | object | Yes | |
|             first_name | string | Yes | |

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|             last_name | string | Yes | |

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|             raw_name | string | Yes | |

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|             middle | string | Yes | |
|             title | string | Yes | |
|             prefix | string | Yes | |
|             sufix | string | Yes | |

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|         **address** | object | Yes | |
|             formatted_location | string | Yes | |

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|             postal_code | string | Yes | |

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|             region | string | Yes | |
|             country | string | Yes | |
|             country_code | string | Yes | |

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|             raw_input_location | string | Yes | |

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|             street | string | Yes | |
|             street_number | string | Yes | |

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|             appartment_number | string | Yes | |

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|             city | string | Yes | |
|         self_summary | string | Yes | |

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|         objective | string | Yes | |
|         date_of_birth | string | Yes | |

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|         place_of_birth | string | Yes | |

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|         phones | array[string] | No | |
|         mails | array[string] | No | |
|         urls | array[string] | No | |

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|         fax | array[string] | No | |
|         current_profession | string | Yes | |

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|         gender | string | Yes | |
|         nationality | string | Yes | |
|         martial_status | string | Yes | |

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|         current_salary | string | Yes | |

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|         availability | string | No | |
|     **education** | object | Yes | |
|         total_years_education | int | Yes | |

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|         **entries** | array[object] | No | |
|             title | string | Yes | |
|             start_date | string | Yes | |

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|             end_date | string | Yes | |

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|             **location** | object | Yes | |
|                 formatted_location | string | Yes | |

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|                 postal_code | string | Yes | |

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|                 region | string | Yes | |
|                 country | string | Yes | |
|                 country_code | string | Yes | |

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|                 raw_input_location | string | Yes | |

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|                 street | string | Yes | |
|                 street_number | string | Yes | |

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|                 appartment_number | string | Yes | |

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|                 city | string | Yes | |
|             establishment | string | Yes | |
|             description | string | Yes | |
|             gpa | string | Yes | |

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|             accreditation | string | Yes | |
|     **work_experience** | object | Yes | |

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|         total_years_experience | string | Yes | |

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|         **entries** | array[object] | No | |
|             title | string | Yes | |
|             start_date | string | Yes | |

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|             end_date | string | Yes | |

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|             company | string | Yes | |
|             **location** | object | Yes | |
|                 formatted_location | string | Yes | |

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|                 postal_code | string | Yes | |

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|                 region | string | Yes | |
|                 country | string | Yes | |
|                 country_code | string | Yes | |

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|                 raw_input_location | string | Yes | |

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|                 street | string | Yes | |
|                 street_number | string | Yes | |

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|                 appartment_number | string | Yes | |

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|                 city | string | Yes | |
|             description | string | Yes | |
|             type | string | No | |
Expand Down Expand Up @@ -135,12 +135,12 @@

| Provider | Model String | Price |
|----------|-------------|-------|
| affinda | `ocr/resume_parser/affinda` | $0.07 per file |

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| extracta | `ocr/resume_parser/extracta` | $0.1 per page |

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| klippa | `ocr/resume_parser/klippa` | $0.1 per file |

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| openai | `ocr/resume_parser/openai` | $0.04 per page |

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| openai (gpt-4o) | `ocr/resume_parser/openai/gpt-4o` | $0.04 per page |

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| senseloaf | `ocr/resume_parser/senseloaf` | $0.045 per file |

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## Quick Start
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---
title: "Text AI Content Detection"
description: "The AI Detection API is a tool designed to determine whether a given text was generated by an artificial intelligence chatbot, or a Language Model (LLM)."

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---

import { TechArticleSchema } from "/snippets/TechArticleSchema.mdx";
Expand All @@ -14,7 +14,7 @@
proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `text analysis`, `NLP`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
Expand All @@ -34,12 +34,12 @@

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| ai_score | float | Yes | |

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| **items** | array[object] | No | |
|     text | string | Yes | |
|     prediction | string | Yes | |
|     ai_score | float | Yes | |

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|     ai_score_detail | float | Yes | |

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## Available Providers
Expand All @@ -47,7 +47,7 @@
| Provider | Model String | Price |
|----------|-------------|-------|
| sapling | `text/ai_detection/sapling` | $5 per 1,000,000 chars |
| winstonai | `text/ai_detection/winstonai` | $14 per 1,000,000 chars |

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## Quick Start
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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `text analysis`, `NLP`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
Expand All @@ -35,14 +35,14 @@

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| nsfw_likelihood | int | Yes | |

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| **items** | array[object] | No | |
|     label | string | Yes | |
|     likelihood | int | Yes | |
|     category | enum | Yes | |
|     subcategory | enum | Yes | |
|     likelihood_score | float | Yes | |

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| nsfw_likelihood_score | float | Yes | |

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## Available Providers
Expand All @@ -50,11 +50,11 @@
| Provider | Model String | Price |
|----------|-------------|-------|
| google | `text/moderation/google` | $5 per 1,000,000 chars |
| microsoft | `text/moderation/microsoft` | $1 per 1,000 requests |

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| openai | `text/moderation/openai` | Free |

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| openai (text-moderation-007) | `text/moderation/openai/text-moderation-007` | Free |

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| openai (text-moderation-latest) | `text/moderation/openai/text-moderation-latest` | Free |

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| openai (text-moderation-stable) | `text/moderation/openai/text-moderation-stable` | Free |

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## Quick Start
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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `text analysis`, `NLP`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
Expand Down Expand Up @@ -46,10 +46,10 @@
| Provider | Model String | Price |
|----------|-------------|-------|
| amazon | `text/named_entity_recognition/amazon` | $1 per 1,000,000 chars |
| microsoft | `text/named_entity_recognition/microsoft` | $1 per 1,000,000 chars |

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| openai | `text/named_entity_recognition/openai` | $40 per 1,000,000 chars |

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| openai (gpt-4o) | `text/named_entity_recognition/openai/gpt-4o` | $10 per 1,000,000 tokens |

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| tenstorrent | `text/named_entity_recognition/tenstorrent` | $1 per 1,000,000 chars |

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## Quick Start
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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `text analysis`, `NLP`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
Expand All @@ -35,21 +35,21 @@

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| plagia_score | float | Yes | |

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| **items** | array[object] | No | |
|     text | string | Yes | |
|     **candidates** | array[object] | No | |
|         url | string | Yes | |
|         plagia_score | float | Yes | |

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|         prediction | string | Yes | |
|         plagiarized_text | string | Yes | |

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## Available Providers

| Provider | Model String | Price |
|----------|-------------|-------|
| winstonai | `text/plagia_detection/winstonai` | $14 per 1,000,000 chars |

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## Quick Start
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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `text analysis`, `NLP`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
Expand Down Expand Up @@ -50,7 +50,7 @@

| Provider | Model String | Price |
|----------|-------------|-------|
| prowritingaid | `text/spell_check/prowritingaid` | $10 per 1,000 requests |

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| sapling | `text/spell_check/sapling` | $2 per 1,000,000 chars |


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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `text analysis`, `NLP`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
Expand Down Expand Up @@ -46,8 +46,8 @@
|----------|-------------|-------|
| google | `text/topic_extraction/google` | $0.6 per 1,000,000 chars |
| openai | `text/topic_extraction/openai` | $10 per 1,000,000 tokens |
| openai (gpt-4o) | `text/topic_extraction/openai/gpt-4o` | $10 per 1,000,000 tokens |

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| tenstorrent | `text/topic_extraction/tenstorrent` | $2 per 1,000,000 chars |

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## Quick Start
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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `translation`, `multilingual`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
Expand All @@ -28,8 +28,8 @@
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| text | string | Yes | Text to translate |
| target_language | string | Yes | Target language code |

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| source_language | string | No | Source language code |

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## Output
Expand All @@ -44,12 +44,12 @@
| Provider | Model String | Price |
|----------|-------------|-------|
| amazon | `translation/automatic_translation/amazon` | $15 per 1,000,000 chars |
| deepl | `translation/automatic_translation/deepl` | $20 per 1,000,000 chars |

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| google | `translation/automatic_translation/google` | $20 per 1,000,000 chars |
| microsoft | `translation/automatic_translation/microsoft` | $10 per 1,000,000 chars |

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| modernmt | `translation/automatic_translation/modernmt` | $8 per 1,000,000 chars |

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| openai | `translation/automatic_translation/openai` | $20 per 1,000,000 tokens |

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| openai (gpt-4o) | `translation/automatic_translation/openai/gpt-4o` | $20 per 1,000,000 tokens |

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## Quick Start
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@@ -1,6 +1,6 @@
---
title: "Document Translation"
description: "Document Translation API translates whole documents in supported languages and various file formats (like pdf or doc) while keeping their structure intact."

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---

import { TechArticleSchema } from "/snippets/TechArticleSchema.mdx";
Expand All @@ -14,7 +14,7 @@
proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `translation`, `multilingual`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
Expand All @@ -27,9 +27,9 @@

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file | file_input | Yes | Document file ID from /v3/upload or direct file URL (PDF, DOCX, PPTX) |

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| target_language | string | Yes | Target language code |

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| source_language | string | No | Source language code |

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## Output
Expand All @@ -37,14 +37,14 @@
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| file | string | Yes | |
| document_resource_url | string | Yes | |

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## Available Providers

| Provider | Model String | Price |
|----------|-------------|-------|
| deepl | `translation/document_translation/deepl` | $2 per 20 pages |

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| google | `translation/document_translation/google` | $0.08 per page |


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proficiencyLevel="Intermediate"
keywords={[`Eden AI`, `AI API`, `video generation`]}
datePublished="2026-05-06T00:00:00Z"
dateModified="2026-05-07T00:00:00Z"
dateModified="2026-05-06T00:00:00Z"
/>

## Endpoint
Expand All @@ -28,10 +28,10 @@
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| text | string | Yes | Text prompt describing the content and style of the video to generate |
| file | file_input | No | Initial keyframe image (JPEG or PNG) file ID from /v3/upload or direct file URL |

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| duration | int | No | Length of the generated video in seconds |
| fps | int | No | Frames per second of the generated video |
| dimension | string | No | Video resolution in 'widthxheight' format (e.g., '1280x720') |

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| seed | int | No | Random seed for generation reproducibility (0 to 2,147,483,646) |


Expand All @@ -40,30 +40,30 @@
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| video | string | Yes | |
| video_resource_url | string | Yes | |

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## Available Providers

| Provider | Model String | Price |
|----------|-------------|-------|
| amazon (amazon.nova-reel-v1:0) | `video/generation_async/amazon/amazon.nova-reel-v1:0` | $0.08 per seconde |

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| amazon (amazon.nova-reel-v1:1) | `video/generation_async/amazon/amazon.nova-reel-v1:1` | $0.08 per seconde |

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| amazon | `video/generation_async/amazon` | $0.5 per request |
| bytedance | `video/generation_async/bytedance` | $1.8 per 1,000,000 tokens |
| bytedance | `video/generation_async/bytedance` | $0.4 per request |
| bytedance (seedance-1-0-lite-t2v-250428) | `video/generation_async/bytedance/seedance-1-0-lite-t2v-250428` | $1.8 per 1,000,000 tokens |

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| bytedance (seedance-1-0-pro-250528) | `video/generation_async/bytedance/seedance-1-0-pro-250528` | $0.62 per request |

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| google | `video/generation_async/google` | $3.6 per request |
| google (veo-3.0-fast-generate-001) | `video/generation_async/google/veo-3.0-fast-generate-001` | $0.15 per seconde |

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| google (veo-3.0-generate-001) | `video/generation_async/google/veo-3.0-generate-001` | $0.4 per seconde |

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| google (veo-3.1-generate-preview) | `video/generation_async/google/veo-3.1-generate-preview` | $0.4 per seconde |

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| minimax | `video/generation_async/minimax` | $0.56 per request |

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| minimax (MiniMax-Hailuo-02) | `video/generation_async/minimax/MiniMax-Hailuo-02` | $0.28 per request |

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| minimax (MiniMax-Hailuo-2.3) | `video/generation_async/minimax/MiniMax-Hailuo-2.3` | $0.28 per request |

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| minimax (S2V-01) | `video/generation_async/minimax/S2V-01` | $0.65 per request |

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| minimax (T2V/I2V-01-Director) | `video/generation_async/minimax/T2V/I2V-01-Director` | $0.43 per request |

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| openai | `video/generation_async/openai` | $5 per request |

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| openai (sora-2) | `video/generation_async/openai/sora-2` | $0.1 per seconde |

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## Quick Start
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