Chroma embedded vector database reference. Covers in-process and persistent modes, auto-embedding, Python SDK CRUD, metadata and document filters, OpenAI/HuggingFace/Cohere embedding functions, LangChain integration, and server deployment.
Scanned 9/7/2026
Install to Claude Code
Skills Directorynpx -y skills add bytesagain/ai-skills --skill chroma --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: chroma
version: 1.0.0
description: >
Chroma embedded vector database reference. Covers in-process
and persistent modes, auto-embedding, Python SDK CRUD, metadata
and document filters, OpenAI/HuggingFace/Cohere embedding
functions, LangChain integration, and server deployment.
author: BytesAgain
homepage: https://bytesagain.com
source: https://github.com/bytesagain/ai-skills
tags: [chroma, vector-database, embeddings, langchain, rag, ai]
---
# Chroma Reference
Embedded vector database.
## Commands
| Command | Description |
|---------|-------------|
| `intro` | Overview, comparison |
| `usage` | Python SDK, CRUD |
| `patterns` | Embeddings, LangChain |
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