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AI Prompts

Curated prompts that help AI coding assistants write correct Milvus code. Each prompt encodes the rules and patterns that prevent the most common mistakes.

How to use

Copy a prompt from the “Full prompt” section on any prompt page.
Save it to the file your AI tool expects (see environments table below).
Your AI assistant will automatically apply the rules when it generates or reviews Milvus code.

Prompt pages

AGENTS.md

Top-level rules for any AI coding agent. Start here if you only want one file.

Python SDK

Correct connection patterns, MilvusClient usage, and ORM API prohibition.

Schema Design

Field types, primary keys, schema immutability, and BM25 configuration.

Search Patterns

ANN, hybrid, and full-text search with critical constraint rules.

Index Selection

Decision tree for AUTOINDEX, HNSW, DiskANN, and IVF_FLAT.

RAG Pipeline

End-to-end retrieval-augmented generation flow with Milvus.

Use in different environments

Environment	Where to put prompt	Instructions
Cursor	`.cursor/rules/*.md`	Configure project rules
GitHub Copilot	`.github/copilot-instructions.md`	Custom instructions
Claude Code	`CLAUDE.md`	Claude Code docs
JetBrains IDEs	`guidelines.md`	Customize guidelines
Gemini CLI	`GEMINI.md`	Gemini CLI codelab
VS Code	`.instructions.md`	Configure .instructions.md
Windsurf	`guidelines.md`	Configure guidelines.md

AI Prompts
How to use
Prompt pages
Use in different environments

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