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SkillHub ClubAnalyze Data & AIFull StackBackendData / AI

chroma

Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG applications, or document retrieval. Best for local development and open-source projects.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
8,983
Hot score
99
Updated
March 20, 2026
Overall rating
C4.5
Composite score
4.5
Best-practice grade
A88.4

Install command

npx @skill-hub/cli install nousresearch-hermes-agent-chroma

Repository

NousResearch/hermes-agent

Skill path: skills/mlops/vector-databases/chroma

Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG applications, or document retrieval. Best for local development and open-source projects.

Open repository

Best for

Primary workflow: Analyze Data & AI.

Technical facets: Full Stack, Backend, Data / AI.

Target audience: Development teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: NousResearch.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install chroma into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/NousResearch/hermes-agent before adding chroma to shared team environments
  • Use chroma for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

chroma | SkillHub