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Advanced ChromaDB: collections, HNSW and filters v1.0.0

Use this resource to configure a ChromaDB vector store for a prototype or small production workload

New

  • 418 downloads
  • 155 likes
  • 171 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install chromadb-advanced-collections

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 picks the client type (in memory, on disk or server), creates collections with HNSW tuning and custom embedding functions. You get a ChromaDB setup and a migration path to a larger store.

Mostly picked by

Updated November 2, 2026

Card for the “Advanced ChromaDB: collections, HNSW and filters” skill

Details

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

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What you get

  • SKILL.md: client types, collection creation and HNSW tuning
  • SKILL.md: embedding functions, insert and upsert

Good fit for

  • You are prototyping semantic search on a mid-size corpus
  • You must isolate several customers' data in separate collections

Not for

    Tags

    • chromadb
    • vectors
    • rag
    • embeddings
    • hnsw

    About

    You say

    “Create a persistent ChromaDB collection with cosine distance and an OpenAI embedding function.”

    Card for the “Advanced ChromaDB: collections, HNSW and filters” 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 configure a ChromaDB vector store for a prototype or small production workload
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md10 KB

    Origin and licence

    Listed unmodified

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

    Notice

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

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