Merge branch 'release/0.15.5' into e-0154
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import re
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from typing import Any
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from urllib.parse import urlparse
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from core.tools.errors import ToolProviderCredentialValidationError
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from core.tools.provider.builtin.vanna.tools.vanna import VannaTool
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from core.tools.provider.builtin_tool_provider import BuiltinToolProviderController
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class VannaProvider(BuiltinToolProviderController):
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def _get_protocol_and_main_domain(self, url):
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parsed_url = urlparse(url)
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protocol = parsed_url.scheme
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hostname = parsed_url.hostname
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port = f":{parsed_url.port}" if parsed_url.port else ""
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# Check if the hostname is an IP address
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is_ip = re.match(r"^\d{1,3}(\.\d{1,3}){3}$", hostname) is not None
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# Return the full hostname (with port if present) for IP addresses, otherwise return the main domain
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main_domain = f"{hostname}{port}" if is_ip else ".".join(hostname.split(".")[-2:]) + port
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return f"{protocol}://{main_domain}"
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def _validate_credentials(self, credentials: dict[str, Any]) -> None:
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base_url = credentials.get("base_url")
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if not base_url:
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base_url = "https://ask.vanna.ai/rpc"
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else:
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base_url = base_url.removesuffix("/")
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credentials["base_url"] = base_url
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try:
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VannaTool().fork_tool_runtime(
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runtime={
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"credentials": credentials,
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}
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).invoke(
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user_id="",
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tool_parameters={
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"model": "chinook",
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"db_type": "SQLite",
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"url": f"{self._get_protocol_and_main_domain(credentials['base_url'])}/Chinook.sqlite",
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"query": "What are the top 10 customers by sales?",
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},
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)
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except Exception as e:
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raise ToolProviderCredentialValidationError(str(e))
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identity:
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author: QCTC
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name: vanna
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label:
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en_US: Vanna.AI
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zh_Hans: Vanna.AI
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description:
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en_US: The fastest way to get actionable insights from your database just by asking questions.
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zh_Hans: 一个基于大模型和RAG的Text2SQL工具。
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icon: icon.png
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tags:
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- utilities
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- productivity
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credentials_for_provider:
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api_key:
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type: secret-input
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required: true
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label:
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en_US: API key
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zh_Hans: API key
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placeholder:
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en_US: Please input your API key
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zh_Hans: 请输入你的 API key
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pt_BR: Please input your API key
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help:
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en_US: Get your API key from Vanna.AI
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zh_Hans: 从 Vanna.AI 获取你的 API key
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url: https://vanna.ai/account/profile
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base_url:
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type: text-input
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required: false
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label:
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en_US: Vanna.AI Endpoint Base URL
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placeholder:
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en_US: https://ask.vanna.ai/rpc
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