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Chroma embedding database for RAG v1.0.0

Use this resource to store embeddings with metadata and run semantic searches

New

  • 481 downloads
  • 121 likes
  • 158 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install embedding-database-chroma

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 a Chroma client and collection, adds documents, then runs semantic queries in Python or TypeScript. You get an embedding database ready for a RAG system or for searching your documents.

Mostly picked by

Updated November 2, 2026

Card for the “Chroma embedding database for RAG” skill

Details

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

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What you get

  • SKILL.md: installation, collection creation, adding and querying
  • references/integration.md: integration and common operations

Good fit for

  • You are prototyping RAG over your documents
  • You want a local vector database under the Apache 2.0 licence

Not for

    Tags

    • chroma
    • rag
    • embeddings
    • semantic-search
    • vectors

    About

    You say

    “Index these meeting notes in Chroma and return the passages about deadlines.”

    Card for the “Chroma embedding database for RAG” skill

    Skill published by Orchestra Research 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 store embeddings with metadata and run semantic searches
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/integration.md0.8 KB
    • SKILL.md8.7 KB

    Origin and licence

    Listed unmodified

    Author
    Orchestra Research
    Source
    github.com/nousresearch/hermes-agent/tree/0c74cc682dc81bf78b78a1737b3ee77a820ccb79/optional-skills/mlops/chroma
    Licence
    MIT

    Notice

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

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