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Milvus: schema, indexes and hybrid search v1.0.0

Use this resource to design a vector collection in Milvus and tune its indexes

New

  • 540 downloads
  • 241 likes
  • 132 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install milvus-vector-database-setup

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent creates Milvus collections with dynamic schemas, partitions and suitable indexes (IVF_FLAT, HNSW, DiskANN), then writes BM25 plus vector hybrid search with pymilvus. It explains the architecture and the choice between self-hosted Milvus and Zilliz Cloud. You get a schema and pymilvus code ready to test.

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Updated November 2, 2026

Card for the “Milvus: schema, indexes and hybrid search” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: pymilvus connection and dynamic-schema collection
  • SKILL.md: partitions, index types and DiskANN
  • SKILL.md: scalar indexes and BM25 hybrid search with multiple vectors

Good fit for

  • Your vector corpus outgrows what a local database handles comfortably
  • You want to combine scalar filters with vector search at large scale

Not for

    Tags

    • milvus
    • vectors
    • pymilvus
    • hybrid search

    About

    You say

    “Create a Milvus collection for 20 million passages, with partitions per language and an HNSW index.”

    Card for the “Milvus: schema, indexes and hybrid search” skill

    Skill published by claude-dev-suite under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to design a vector collection in Milvus and tune its indexes
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md9.6 KB

    Origin and licence

    Listed unmodified

    Author
    claude-dev-suite
    Source
    github.com/claude-dev-suite/claude-dev-suite/tree/e10ab644ba43abe2abc923399226df4af7337214/skills/vector-stores/milvus
    Licence
    MIT

    Notice

    « milvus » (claude-dev-suite, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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