mirror of
https://github.com/microsoft/semantic-kernel.git
synced 2026-10-12 02:19:06 +00:00
Dmytro Struk
2a47ba9b7d
### Motivation and Context <!-- Thank you for your contribution to the semantic-kernel repo! Please help reviewers and future users, providing the following information: 1. Why is this change required? 2. What problem does it solve? 3. What scenario does it contribute to? 4. If it fixes an open issue, please link to the issue here. --> The usage of `DefaultAzureCredential` by default is unsafe and raises security issues. Instead, users should provide their own credential types such as `AzureCliCredential`, `ManagedIdentityCredential` and so on. More information here: https://learn.microsoft.com/en-us/python/api/azure-identity/azure.identity.aio?view=azure-python In this PR: 1. Removed the usage of `DefaultAzureCredential` from authentication logic. 2. Replaced `DefaultAzureCredential` with `AzureCliCredential` in all examples. **Note**: this is breaking change for Azure users, who relies on `DefaultAzureCredential`. Users will need to update the code and pass the credential type of their choice by using `credential` parameter when initializing one of the Azure clients. Before: ```python chat_completion = AzureChatCompletion() ``` After: ```python chat_completion = AzureChatCompletion(credential=AzureCliCredential()) ``` ### Contribution Checklist <!-- Before submitting this PR, please make sure: --> - [x] The code builds clean without any errors or warnings - [x] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [x] All unit tests pass, and I have added new tests where possible - [ ] I didn't break anyone 😄
32 lines
1.1 KiB
Python
32 lines
1.1 KiB
Python
# Copyright (c) Microsoft. All rights reserved.
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import asyncio
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from azure.identity import AzureCliCredential
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from semantic_kernel.connectors.ai.open_ai.services.azure_chat_completion import AzureChatCompletion
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from semantic_kernel.core_plugins.sessions_python_tool.sessions_python_plugin import SessionsPythonTool
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from semantic_kernel.kernel import Kernel
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async def main():
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kernel = Kernel()
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service_id = "python-code-interpreter"
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credential = AzureCliCredential()
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chat_service = AzureChatCompletion(service_id=service_id, credential=credential)
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kernel.add_service(chat_service)
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python_code_interpreter = SessionsPythonTool(credential=credential)
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sessions_tool = kernel.add_plugin(python_code_interpreter, "PythonCodeInterpreter")
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code = "import json\n\ndef add_numbers(a, b):\n return a + b\n\nargs = '{\"a\": 1, \"b\": 1}'\nargs_dict = json.loads(args)\nprint(add_numbers(args_dict['a'], args_dict['b']))" # noqa: E501
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result = await kernel.invoke(sessions_tool["execute_code"], code=code)
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print(result)
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if __name__ == "__main__":
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asyncio.run(main())
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