Chroma

Development512MB+ RAM

Open-source AI-native vector database for embeddings

Download Server Compass View Documentation

aivector-databaseembeddingsrag

Deploy Chroma in 3 Steps

Connect Your VPS

Add your server credentials to Server Compass

Select Chroma

Choose from our template library

Deploy & Configure

Fill in settings and click Deploy

No Docker knowledge required

Why Self-Host Chroma?

Chroma is an AI-native vector database designed for storing and querying embeddings. Self-hosting your vector database is critical because embeddings can be reverse-engineered to reveal the source documents. Keeping Chroma on your own server ensures your proprietary knowledge base stays private and eliminates per-query costs from hosted vector DB services.

Your embeddings and source documents never leave your infrastructure

Zero per-query costs — unlimited vector searches on your hardware

Sub-millisecond similarity search for real-time RAG applications

Simple API that integrates with LangChain, LlamaIndex, and any LLM framework

Persistent storage for embeddings that survive restarts

Chroma vs Alternatives

Chroma vs Pinecone

Pinecone is a managed service with per-query pricing. Self-hosted Chroma has zero usage fees and full data control.

Chroma vs Weaviate

Weaviate is more feature-rich but heavier. Chroma is lightweight, easy to deploy, and ideal for most RAG use cases.

Chroma vs Qdrant

Both are excellent vector DBs. Chroma has a simpler API and lower resource requirements, making it easier for smaller deployments.

Why Deploy Chroma with Server Compass?

Server Compass deploys Chroma with persistent volume storage so your vector collections survive container updates. It pre-configures the REST API port and sets up the data directory automatically.

Download Server Compass

After Deployment

After deploying Chroma with Server Compass, complete these steps to finish setup

Test the API endpoint

Create collections

Start indexing embeddings

Need help? Check out our documentation for detailed guides.

Chroma FAQ

Common questions about self-hosting Chroma

How do I deploy Chroma with Server Compass?

Simply download Server Compass, connect to your VPS, and select Chroma from the templates list. Fill in the required configuration and click Deploy. The entire process takes under 3 minutes.

What are the system requirements for Chroma?

Chroma requires a minimum of 512MB RAM. We recommend a VPS with at least 1024MB RAM for optimal performance. Any modern Linux server with Docker support will work.

Can I migrate my existing Chroma data?

Yes! Server Compass provides volume mapping that allows you to import existing data. You can also use standard Chroma backup and restore procedures.

How do I update Chroma to the latest version?

Server Compass makes updates easy. Simply click the Update button in your deployment dashboard, and the latest Chroma image will be pulled and deployed with zero downtime.

Is Chroma free to self-host?

Chroma is open-source software. You only pay for your VPS hosting (typically $5-20/month) and optionally Server Compass ($29 one-time). No subscription fees or per-seat pricing.