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Chroma embedding database for semantic search v1.0.0

Use this resource to store embeddings and query documents through semantic search

New

  • 483 downloads
  • 104 likes
  • 236 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install chroma-embedding-database-2

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 guides you through creating a Chroma collection, adding documents with their metadata, then running filtered vector or full-text queries. You get a local database for a RAG system or document search.

Mostly picked by

Updated November 2, 2026

Card for the “Chroma embedding database for semantic search” skill

Details

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

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What you get

  • SKILL.md: installation, client, collection and queries
  • references/integration.md: integrations with other tools

Good fit for

  • You prototype a RAG system in a notebook
  • You want an open-source vector database you host yourself

Not for

    Tags

    • embeddings
    • rag
    • semantic search
    • vector database

    About

    You say

    “Create a Chroma collection from my support PDFs and query it by topic.”

    Card for the “Chroma embedding database for semantic search” 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 and query documents through semantic search
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/integration.md0.8 KB
    • SKILL.md9.3 KB

    Origin and licence

    Listed unmodified

    Author
    Orchestra Research
    Source
    github.com/orchestra-research/ai-research-skills/tree/773a52944ba4747a18bd4ae9ade53fff041adcbc/15-rag/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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