Skill: Jupyter Notebook Writing

Write Milvus application-level Jupyter notebook examples as a DevRel workflow. Uses a Markdown-first approach — AI edits .md files, then converts to .ipynb via jupyter-switch.

Prerequisites: Python >= 3.10, uv (uvx command available)

When to Use

The user wants to create or edit a Jupyter notebook example, typically demonstrating Milvus usage in an application context (RAG, semantic search, hybrid search, etc.).

Core Workflow: Markdown-First Editing

Jupyter .ipynb files contain complex JSON with metadata, outputs, and execution counts — painful for AI to edit directly. Instead: