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chenlinfeng
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Aug 6, 2024
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from typing import Any | ||
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from core.tools.errors import ToolProviderCredentialValidationError | ||
from core.tools.provider.builtin.stepfun.tools.image import StepfunTool | ||
from core.tools.provider.builtin_tool_provider import BuiltinToolProviderController | ||
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class StepfunProvider(BuiltinToolProviderController): | ||
def _validate_credentials(self, credentials: dict[str, Any]) -> None: | ||
try: | ||
StepfunTool().fork_tool_runtime( | ||
runtime={ | ||
"credentials": credentials, | ||
} | ||
).invoke( | ||
user_id='', | ||
tool_parameters={ | ||
"prompt": "cute girl, blue eyes, white hair, anime style", | ||
"size": "1024x1024", | ||
"n": 1 | ||
}, | ||
) | ||
except Exception as e: | ||
raise ToolProviderCredentialValidationError(str(e)) | ||
|
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identity: | ||
author: Stepfun | ||
name: stepfun | ||
label: | ||
en_US: Image-1X | ||
zh_Hans: 阶跃星辰绘画 | ||
pt_BR: Image-1X | ||
description: | ||
en_US: Image-1X | ||
zh_Hans: 阶跃星辰绘画 | ||
pt_BR: Image-1X | ||
icon: icon.png | ||
tags: | ||
- image | ||
- productivity | ||
credentials_for_provider: | ||
stepfun_api_key: | ||
type: secret-input | ||
required: true | ||
label: | ||
en_US: Stepfun API key | ||
zh_Hans: 阶跃星辰API key | ||
pt_BR: Stepfun API key | ||
help: | ||
en_US: Please input your stepfun API key | ||
zh_Hans: 请输入你的阶跃星辰 API key | ||
pt_BR: Please input your stepfun API key | ||
placeholder: | ||
en_US: Please input your stepfun API key | ||
zh_Hans: 请输入你的阶跃星辰 API key | ||
pt_BR: Please input your stepfun API key | ||
stepfun_base_url: | ||
type: text-input | ||
required: false | ||
label: | ||
en_US: Stepfun base URL | ||
zh_Hans: 阶跃星辰 base URL | ||
pt_BR: Stepfun base URL | ||
help: | ||
en_US: Please input your Stepfun base URL | ||
zh_Hans: 请输入你的阶跃星辰 base URL | ||
pt_BR: Please input your Stepfun base URL | ||
placeholder: | ||
en_US: Please input your Stepfun base URL | ||
zh_Hans: 请输入你的阶跃星辰 base URL | ||
pt_BR: Please input your Stepfun base URL |
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import random | ||
from typing import Any, Union | ||
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from openai import OpenAI | ||
from yarl import URL | ||
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from core.tools.entities.tool_entities import ToolInvokeMessage | ||
from core.tools.tool.builtin_tool import BuiltinTool | ||
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class StepfunTool(BuiltinTool): | ||
""" Stepfun Image Generation Tool """ | ||
def _invoke(self, | ||
user_id: str, | ||
tool_parameters: dict[str, Any], | ||
) -> Union[ToolInvokeMessage, list[ToolInvokeMessage]]: | ||
""" | ||
invoke tools | ||
""" | ||
base_url = self.runtime.credentials.get('stepfun_base_url', None) | ||
if not base_url: | ||
base_url = None | ||
else: | ||
base_url = str(URL(base_url) / 'v1') | ||
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client = OpenAI( | ||
api_key=self.runtime.credentials['stepfun_api_key'], | ||
base_url=base_url, | ||
) | ||
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extra_body = {} | ||
model = tool_parameters.get('model', 'step-1X-medium') | ||
if not model: | ||
return self.create_text_message('Please input model name') | ||
# prompt | ||
prompt = tool_parameters.get('prompt', '') | ||
if not prompt: | ||
return self.create_text_message('Please input prompt') | ||
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seed = tool_parameters.get('seed', 0) | ||
if seed > 0: | ||
extra_body['seed'] = seed | ||
steps = tool_parameters.get('steps', 0) | ||
if steps > 0: | ||
extra_body['steps'] = steps | ||
negative_prompt = tool_parameters.get('negative_prompt', '') | ||
if negative_prompt: | ||
extra_body['negative_prompt'] = negative_prompt | ||
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# call openapi stepfun model | ||
response = client.images.generate( | ||
prompt=prompt, | ||
model=model, | ||
size=tool_parameters.get('size', '1024x1024'), | ||
n=tool_parameters.get('n', 1), | ||
extra_body= extra_body | ||
) | ||
print(response) | ||
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result = [] | ||
for image in response.data: | ||
result.append(self.create_image_message(image=image.url)) | ||
result.append(self.create_json_message({ | ||
"url": image.url, | ||
})) | ||
return result | ||
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@staticmethod | ||
def _generate_random_id(length=8): | ||
characters = 'ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789' | ||
random_id = ''.join(random.choices(characters, k=length)) | ||
return random_id |
158 changes: 158 additions & 0 deletions
158
api/core/tools/provider/builtin/stepfun/tools/image.yaml
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identity: | ||
name: stepfun | ||
author: Stepfun | ||
label: | ||
en_US: step-1X | ||
zh_Hans: 阶跃星辰绘画 | ||
pt_BR: step-1X | ||
description: | ||
en_US: step-1X is a powerful drawing tool by stepfun, you can draw the image based on your prompt | ||
zh_Hans: step-1X 系列是阶跃星辰提供的强大的绘画工具,它可以根据您的提示词绘制出您想要的图像。 | ||
pt_BR: step-1X is a powerful drawing tool by stepfun, you can draw the image based on your prompt | ||
description: | ||
human: | ||
en_US: step-1X is a text to image tool | ||
zh_Hans: step-1X 是一个文本/图像到图像的工具 | ||
pt_BR: step-1X is a text to image tool | ||
llm: step-1X is a tool used to generate images from text or image | ||
parameters: | ||
- name: prompt | ||
type: string | ||
required: true | ||
label: | ||
en_US: Prompt | ||
zh_Hans: 提示词 | ||
pt_BR: Prompt | ||
human_description: | ||
en_US: Image prompt, you can check the official documentation of step-1X | ||
zh_Hans: 图像提示词,您可以查看step-1X 的官方文档 | ||
pt_BR: Image prompt, you can check the official documentation of step-1X | ||
llm_description: Image prompt of step-1X you should describe the image you want to generate as a list of words as possible as detailed | ||
form: llm | ||
- name: model | ||
type: select | ||
required: false | ||
human_description: | ||
en_US: used for selecting the model name | ||
zh_Hans: 用于选择模型的名字 | ||
pt_BR: used for selecting the model name | ||
label: | ||
en_US: Model Name | ||
zh_Hans: 模型名字 | ||
pt_BR: Model Name | ||
form: form | ||
options: | ||
- value: step-1X-turbo | ||
label: | ||
en_US: turbo | ||
zh_Hans: turbo | ||
pt_BR: turbo | ||
- value: step-1X-medium | ||
label: | ||
en_US: medium | ||
zh_Hans: medium | ||
pt_BR: medium | ||
- value: step-1X-large | ||
label: | ||
en_US: large | ||
zh_Hans: large | ||
pt_BR: large | ||
default: step-1X-medium | ||
- name: size | ||
type: select | ||
required: false | ||
human_description: | ||
en_US: used for selecting the image size | ||
zh_Hans: 用于选择图像大小 | ||
pt_BR: used for selecting the image size | ||
label: | ||
en_US: Image size | ||
zh_Hans: 图像大小 | ||
pt_BR: Image size | ||
form: form | ||
options: | ||
- value: 256x256 | ||
label: | ||
en_US: 256x256 | ||
zh_Hans: 256x256 | ||
pt_BR: 256x256 | ||
- value: 512x512 | ||
label: | ||
en_US: 512x512 | ||
zh_Hans: 512x512 | ||
pt_BR: 512x512 | ||
- value: 768x768 | ||
label: | ||
en_US: 768x768 | ||
zh_Hans: 768x768 | ||
pt_BR: 768x768 | ||
- value: 1024x1024 | ||
label: | ||
en_US: 1024x1024 | ||
zh_Hans: 1024x1024 | ||
pt_BR: 1024x1024 | ||
- value: 1280x800 | ||
label: | ||
en_US: 1280x800 | ||
zh_Hans: 1280x800 | ||
pt_BR: 1280x800 | ||
- value: 800x1280 | ||
label: | ||
en_US: 800x1280 | ||
zh_Hans: 800x1280 | ||
pt_BR: 800x1280 | ||
default: 1024x1024 | ||
- name: n | ||
type: number | ||
required: true | ||
human_description: | ||
en_US: used for selecting the number of images | ||
zh_Hans: 用于选择图像数量 | ||
pt_BR: used for selecting the number of images | ||
label: | ||
en_US: Number of images | ||
zh_Hans: 图像数量 | ||
pt_BR: Number of images | ||
form: form | ||
default: 1 | ||
min: 1 | ||
max: 10 | ||
- name: seed | ||
type: number | ||
required: false | ||
label: | ||
en_US: seed | ||
zh_Hans: seed | ||
pt_BR: seed | ||
human_description: | ||
en_US: seed | ||
zh_Hans: seed | ||
pt_BR: seed | ||
form: form | ||
default: 10 | ||
- name: steps | ||
type: number | ||
required: false | ||
label: | ||
en_US: Steps | ||
zh_Hans: Steps | ||
pt_BR: Steps | ||
human_description: | ||
en_US: Steps | ||
zh_Hans: Steps | ||
pt_BR: Steps | ||
form: form | ||
default: 10 | ||
- name: negative_prompt | ||
type: string | ||
required: false | ||
label: | ||
en_US: Negative prompt | ||
zh_Hans: Negative prompt | ||
pt_BR: Negative prompt | ||
human_description: | ||
en_US: Negative prompt | ||
zh_Hans: Negative prompt | ||
pt_BR: Negative prompt | ||
form: form | ||
default: (worst quality:1.3), (nsfw), low quality |
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