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Zvec: an embedded vector database v1.0.0

Use this resource to integrate an embedded vector database and tune retrieval

New

  • 486 downloads
  • 218 likes
  • 206 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install embedded-vector-database-zvec

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 collections, configures indexes and embedding and reranking pipelines, then tunes persistence. It relies on topic references and recipes for common operations.

Mostly picked by

Updated November 2, 2026

Card for the “Zvec: an embedded vector database” skill

Details

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

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What you get

  • SKILL.md: navigation, recipes and prohibitions
  • references/indexing.md: index types and quantization
  • references/reranker.md: reranking pipelines

Good fit for

  • You add semantic search to a local application
  • You want to tune an HNSW index for a small dataset

Not for

    Tags

    • vectors
    • search
    • embeddings
    • database
    • index

    About

    You say

    “Create a Zvec collection for my documents, with a suitable index and an embedding.”

    Card for the “Zvec: an embedded vector database” skill

    Skill published by itechmeat 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 integrate an embedded vector database and tune retrieval
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.4 KB
    • references/collections.md4.5 KB
    • references/concepts.md2.8 KB
    • references/configuration.md1.5 KB
    • references/data-operations.md6.9 KB
    • references/embedding.md2.9 KB
    • references/fts-chinese-dictionaries.md5.3 KB
    • references/indexing.md11.2 KB
    • references/installation.md1.8 KB
    • references/overview.md1.7 KB
    • references/quickstart.md1.4 KB
    • references/reranker.md1.6 KB
    • SKILL.md13.6 KB

    Origin and licence

    Listed unmodified

    Author
    itechmeat
    Source
    github.com/itechmeat/llm-code/tree/509c4e00400e83eced7a4313cd34de87698e63c2/skills/zvec
    Licence
    MIT

    Notice

    « zvec » (itechmeat, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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