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10 changes: 10 additions & 0 deletions docs/griptape-framework/drivers/image-generation-drivers.md
Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,16 @@ Provide a Driver to a [Tool](../tools/index.md) for use by an [Agent](../structu

## Image Generation Drivers

### Griptape Cloud

The [Griptape Cloud Image Generation Driver](../../reference/griptape/drivers/image_generation/griptape_cloud_image_generation_driver.md) provides access to image generation models hosted by Griptape Cloud.

Today, the only accessible model is `dall-e-3`.

```python
--8<-- "docs/griptape-framework/drivers/src/image_generation_drivers_griptape_cloud.py"
```

### Amazon Bedrock

The [Amazon Bedrock Image Generation Driver](../../reference/griptape/drivers/image_generation/amazon_bedrock_image_generation_driver.md) provides multi-model access to image generation models hosted by Amazon Bedrock. This Driver manages API calls to the Bedrock API, while the specific Model Drivers below format the API requests and parse the responses.
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Original file line number Diff line number Diff line change
@@ -0,0 +1,16 @@
import os
from io import BytesIO

from PIL import Image

from griptape.drivers.image_generation.griptape_cloud import GriptapeCloudImageGenerationDriver

driver = GriptapeCloudImageGenerationDriver(
api_key=os.environ["GT_CLOUD_API_KEY"],
model="dall-e-3",
)


image = driver.run_text_to_image(["A capybara sitting on a rock in the sun."])

Image.open(BytesIO(image.value)).show()
19 changes: 19 additions & 0 deletions griptape/drivers/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -73,6 +73,7 @@
from .image_generation.amazon_bedrock import AmazonBedrockImageGenerationDriver
from .image_generation.dummy import DummyImageGenerationDriver
from .image_generation.huggingface_pipeline import HuggingFacePipelineImageGenerationDriver
from .image_generation.griptape_cloud import GriptapeCloudImageGenerationDriver

from .web_scraper import BaseWebScraperDriver
from .web_scraper.trafilatura import TrafilaturaWebScraperDriver
Expand Down Expand Up @@ -237,6 +238,24 @@
"StableDiffusion3ControlNetImageGenerationPipelineDriver",
"StableDiffusion3ImageGenerationPipelineDriver",
"StableDiffusion3Img2ImgImageGenerationPipelineDriver",
"StableDiffusion3ControlNetImageGenerationPipelineDriver",
"BaseImageGenerationDriver",
"BaseMultiModelImageGenerationDriver",
"OpenAiImageGenerationDriver",
"LeonardoImageGenerationDriver",
"AmazonBedrockImageGenerationDriver",
"AzureOpenAiImageGenerationDriver",
"DummyImageGenerationDriver",
"HuggingFacePipelineImageGenerationDriver",
"GriptapeCloudImageGenerationDriver",
"BaseWebScraperDriver",
"TrafilaturaWebScraperDriver",
"MarkdownifyWebScraperDriver",
"ProxyWebScraperDriver",
"BaseWebSearchDriver",
"GoogleWebSearchDriver",
"DuckDuckGoWebSearchDriver",
"ExaWebSearchDriver",
"TavilyWebSearchDriver",
"TrafilaturaWebScraperDriver",
"VoyageAiEmbeddingDriver",
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7 changes: 7 additions & 0 deletions griptape/drivers/image_generation/griptape_cloud/__init__.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,7 @@
from griptape.drivers.image_generation.griptape_cloud_image_generation_driver import (
GriptapeCloudImageGenerationDriver,
)

__all__ = [
"GriptapeCloudImageGenerationDriver",
]
Original file line number Diff line number Diff line change
@@ -0,0 +1,75 @@
from __future__ import annotations

import os
from typing import Literal, Optional
from urllib.parse import urljoin

import requests
from attrs import Factory, define, field

from griptape.artifacts import ImageArtifact
from griptape.drivers.image_generation import BaseImageGenerationDriver


@define
class GriptapeCloudImageGenerationDriver(BaseImageGenerationDriver):
model: Optional[str] = field(default=None, kw_only=True)
base_url: str = field(
default=Factory(lambda: os.getenv("GT_CLOUD_BASE_URL", "https://cloud.griptape.ai")),
)
api_key: str = field(default=Factory(lambda: os.environ["GT_CLOUD_API_KEY"]))
headers: dict = field(
default=Factory(lambda self: {"Authorization": f"Bearer {self.api_key}"}, takes_self=True), kw_only=True
)
style: Optional[str] = field(default=None, kw_only=True, metadata={"serializable": True})
quality: Literal["standard", "hd"] = field(default="standard", kw_only=True, metadata={"serializable": True})
image_size: Literal["1024x1024", "1024x1792", "1792x1024"] = field(
default="1024x1024", kw_only=True, metadata={"serializable": True}
)

def try_text_to_image(self, prompts: list[str], negative_prompts: Optional[list[str]] = None) -> ImageArtifact:
url = urljoin(self.base_url.strip("/"), "/api/images/generations")

response = requests.post(
url,
headers=self.headers,
json={
"prompts": prompts,
"driver_configuration": {
"model": self.model,
"image_size": self.image_size,
"quality": self.quality,
"style": self.style,
},
},
)
response.raise_for_status()
response = response.json()

return ImageArtifact.from_dict(response["artifact"])

def try_image_variation(
self,
prompts: list[str],
image: ImageArtifact,
negative_prompts: Optional[list[str]] = None,
) -> ImageArtifact:
raise NotImplementedError(f"{self.__class__.__name__} does not support image variation")

def try_image_inpainting(
self,
prompts: list[str],
image: ImageArtifact,
mask: ImageArtifact,
negative_prompts: Optional[list[str]] = None,
) -> ImageArtifact:
raise NotImplementedError(f"{self.__class__.__name__} does not support inpainting")

def try_image_outpainting(
self,
prompts: list[str],
image: ImageArtifact,
mask: ImageArtifact,
negative_prompts: Optional[list[str]] = None,
) -> ImageArtifact:
raise NotImplementedError(f"{self.__class__.__name__} does not support outpainting")
Original file line number Diff line number Diff line change
@@ -0,0 +1,64 @@
from unittest.mock import Mock

import pytest

from griptape.drivers.image_generation.griptape_cloud import GriptapeCloudImageGenerationDriver


class TestGriptapeCloudImageGenerationDriver:
@pytest.fixture(autouse=True)
def mock_post(self, mocker):
def request(*args, **kwargs):
mock_response = mocker.Mock()
if "images/generations" in args[0]:
mock_response.json.return_value = {
"artifact": {
"type": "ImageArtifact",
"width": 512,
"height": 512,
"format": "png",
"value": "aW1hZ2UgZGF0YQ==",
"meta": {"model": "dall-e-2", "prompt": "test prompt"},
},
}
return mock_response
return mocker.Mock(
raise_for_status=lambda: None,
)

return mocker.patch("requests.post", side_effect=request)

@pytest.fixture()
def driver(self):
return GriptapeCloudImageGenerationDriver(model="dall-e-3", api_key="foo", quality="hd")

def test_init(self, driver):
assert driver

def test_try_text_to_image(self, driver):
image_artifact = driver.try_text_to_image(prompts=["test prompt"])

assert image_artifact.value == b"image data"
assert image_artifact.mime_type == "image/png"
assert image_artifact.width == 512
assert image_artifact.height == 512
assert image_artifact.meta["model"] == "dall-e-2"
assert image_artifact.meta["prompt"] == "test prompt"

def test_try_image_variation(self, driver):
with pytest.raises(NotImplementedError):
driver.try_image_variation(prompts=[], image=Mock(value=b"image data"))

def test_try_image_variation_invalid_size(self, driver):
with pytest.raises(NotImplementedError):
driver.try_image_variation(prompts=[], image=Mock(value=b"image data"))

def test_try_image_variation_invalid_model(self, driver):
with pytest.raises(NotImplementedError):
driver.try_image_variation(prompts=[], image=Mock(value=b"image data"))

def test_try_image_inpainting(self, driver):
with pytest.raises(NotImplementedError):
driver.try_image_inpainting(
prompts=["test prompt"], image=Mock(value=b"image data"), mask=Mock(value=b"mask data")
)