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add Image Editing

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Ishaan Jaffer 2026-01-07 17:50:25 +05:30
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docs/my-website/docs/providers/azure_ai_img.md
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@ -12,7 +12,7 @@ Azure AI provides powerful image generation capabilities using FLUX models from
| Description | Azure AI Image Generation uses FLUX models to generate high-quality images from text descriptions. |
| Provider Route on LiteLLM | `azure_ai/` |
| Provider Doc | [Azure AI FLUX Models ↗](https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/black-forest-labs-flux-1-kontext-pro-and-flux1-1-pro-now-available-in-azure-ai-f/4434659) |
| Supported Operations | [`/images/generations`](#image-generation) |
| Supported Operations | [`/images/generations`](#image-generation), [`/images/edits`](#image-editing) |
## Setup
@ -275,6 +275,103 @@ curl --location 'http://localhost:4000/v1/images/generations' \
</TabItem>
</Tabs>
## Image Editing
FLUX 2 Pro supports image editing by passing an input image along with a prompt describing the desired modifications.
### Usage - LiteLLM Python SDK
<Tabs>
<TabItem value="basic-edit" label="Basic Image Edit">
```python showLineNumbers title="Basic Image Editing with FLUX 2 Pro"
import litellm
import os
# Set your API credentials
os.environ["AZURE_AI_API_KEY"] = "your-api-key-here"
os.environ["AZURE_AI_API_BASE"] = "your-azure-ai-endpoint" # e.g., https://litellm-ci-cd-prod.services.ai.azure.com
# Edit an existing image
response = litellm.image_edit(
model="azure_ai/flux.2-pro",
prompt="Add a red hat to the subject",
image=open("input_image.png", "rb"),
api_base=os.environ["AZURE_AI_API_BASE"],
api_key=os.environ["AZURE_AI_API_KEY"],
api_version="preview",
)
print(response.data[0].b64_json) # FLUX 2 returns base64 encoded images
```
</TabItem>
<TabItem value="async-edit" label="Async Image Edit">
```python showLineNumbers title="Async Image Editing"
import litellm
import asyncio
import os
async def edit_image():
os.environ["AZURE_AI_API_KEY"] = "your-api-key-here"
os.environ["AZURE_AI_API_BASE"] = "your-azure-ai-endpoint"
response = await litellm.aimage_edit(
model="azure_ai/flux.2-pro",
prompt="Change the background to a sunset beach",
image=open("input_image.png", "rb"),
api_base=os.environ["AZURE_AI_API_BASE"],
api_key=os.environ["AZURE_AI_API_KEY"],
api_version="preview",
)
return response
asyncio.run(edit_image())
```
</TabItem>
</Tabs>
### Usage - LiteLLM Proxy Server
<Tabs>
<TabItem value="curl-edit" label="cURL">
```bash showLineNumbers title="Image Edit via Proxy - cURL"
curl --location 'http://localhost:4000/v1/images/edits' \
--header 'Authorization: Bearer sk-1234' \
--form 'model="azure-flux-2-pro"' \
--form 'prompt="Add sunglasses to the person"' \
--form 'image=@"input_image.png"'
```
</TabItem>
<TabItem value="openai-sdk-edit" label="OpenAI SDK">
```python showLineNumbers title="Image Edit via Proxy - OpenAI SDK"
from openai import OpenAI
client = OpenAI(
base_url="http://localhost:4000",
api_key="sk-1234"
)
response = client.images.edit(
model="azure-flux-2-pro",
prompt="Make the sky more dramatic with storm clouds",
image=open("input_image.png", "rb"),
)
print(response.data[0].b64_json)
```
</TabItem>
</Tabs>
## Supported Parameters
Azure AI Image Generation supports the following OpenAI-compatible parameters: