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Automating Azure Documentation with an AI Assistant
- Managing and documenting Azure Resource Groups (RGs) in large-scale environments can be time-consuming and complicated.
- A Python script can leverage LLMs (Large Language Models) like OpenAI or Azure OpenAI to automate the creation of comprehensive markdown documentation from ARM templates.
- The script uses simple tools like Python, Azure CLI, and LLM APIs to generate human-readable documentation in markdown format.
- The script sends the ARM template to OpenAI (or Azure OpenAI) for summarization and generates structured documentation without needing any fancy orchestration.
- This script is flexible, customizable, and can generate documentation that explains resources, relationships, networking, purpose, and potential security issues.
- The final output is readable, concise, and can easily integrate into documentation systems or knowledge management systems.
- Using this tool, anyone with basic scripting skills can leverage AI to automate cloud documentation for DevOps and infrastructure teams.
- The source code is available on Github and may be updated with additional tools to automate other tasks.
- Setting up and running the script is straightforward and generates a markdown file in the output directory.
- This article demonstrates how with the right prompts and a solid structure, simple scripts can leverage AI to automate cloud documentation.
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