Chroma integration

Skill a5c-ai/babysitter/library/specializations/ai-agents-conversational/skills/chroma-integration

Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

Install

npx -y skills add a5c-ai/babysitter --skill chroma-integration

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

What its author says it does

Copied from the file, not written here

Chroma local vector database setup and operations for development and production

SKILL.md

1.5 KB, as published. Nobody here has run it

Chroma Integration Skill

Capabilities

Set up Chroma (ephemeral, persistent, client-server)
Create and manage collections
Implement document ingestion with embeddings
Configure metadata filtering
Set up multi-tenant collections
Implement where and where_document filters

Target Processes

vector-database-setup
rag-pipeline-implementation

Implementation Details

Deployment Modes

Ephemeral: In-memory for testing
Persistent: Local file-based storage
Client-Server: Chroma server deployment

Core Operations

Collection creation with embedding functions
Add/update/delete documents
Query with filters
Metadata management

Configuration Options

Embedding function selection
Persistence directory
Distance metric (l2, ip, cosine)
Collection metadata
Server configuration

Best Practices

Use persistent mode for development
Deploy server mode for production
Design metadata schema upfront
Implement proper ID strategies

Dependencies

chromadb
langchain-chroma