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Gitee AI embedding tool (#10903)
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api/core/tools/provider/builtin/gitee_ai/tools/embedding.py
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25
api/core/tools/provider/builtin/gitee_ai/tools/embedding.py
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from typing import Any, Union
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import requests
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from core.tools.entities.tool_entities import ToolInvokeMessage
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from core.tools.tool.builtin_tool import BuiltinTool
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class GiteeAIToolEmbedding(BuiltinTool):
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def _invoke(
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self, user_id: str, tool_parameters: dict[str, Any]
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) -> Union[ToolInvokeMessage, list[ToolInvokeMessage]]:
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headers = {
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"content-type": "application/json",
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"authorization": f"Bearer {self.runtime.credentials['api_key']}",
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}
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payload = {"inputs": tool_parameters.get("inputs")}
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model = tool_parameters.get("model", "bge-m3")
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url = f"https://ai.gitee.com/api/serverless/{model}/embeddings"
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response = requests.post(url, json=payload, headers=headers)
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if response.status_code != 200:
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return self.create_text_message(f"Got Error Response:{response.text}")
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return [self.create_text_message(response.content.decode("utf-8"))]
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identity:
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name: embedding
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author: gitee_ai
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label:
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en_US: embedding
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icon: icon.svg
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description:
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human:
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en_US: Generate word embeddings using Serverless-supported models (compatible with OpenAI)
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llm: This tool is used to generate word embeddings from text input.
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parameters:
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- name: model
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type: string
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required: true
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in: path
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description:
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en_US: Supported Embedding (compatible with OpenAI) interface models
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enum:
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- bge-m3
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- bge-large-zh-v1.5
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- bge-small-zh-v1.5
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label:
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en_US: Service Model
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zh_Hans: 服务模型
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default: bge-m3
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form: form
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- name: inputs
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type: string
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required: true
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label:
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en_US: Input Text
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zh_Hans: 输入文本
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human_description:
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en_US: The text input used to generate embeddings.
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zh_Hans: 用于生成词向量的输入文本。
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llm_description: This text input will be used to generate embeddings.
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form: llm
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@ -6,7 +6,7 @@ from core.tools.entities.tool_entities import ToolInvokeMessage
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from core.tools.tool.builtin_tool import BuiltinTool
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class GiteeAITool(BuiltinTool):
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class GiteeAIToolText2Image(BuiltinTool):
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def _invoke(
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self, user_id: str, tool_parameters: dict[str, Any]
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) -> Union[ToolInvokeMessage, list[ToolInvokeMessage]]:
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