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Vector database for RAG apps

Chroma VPS hosting.

Launch your own ChromaDB server in one click via Coolify, with root access, DDoS protection and locations in Europe and America.

19,543+ Reviews

Packages 1–3 of 9

Chroma

Configure yourself

Your project. Your setup.

No package fits? Choose your CPU, RAM and storage—you only pay for what your project actually needs.

  • Powerful CPUs

  • 100 Gbit/s host network

  • Juniper Firewall

  • DDoS protection

Payment types
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Live in 60 seconds · Cancel anytime · 14-day right of withdrawal

Self-hosted vector database

Run ChromaDB on your own VPS in minutes.

Chroma gives your AI app a memory. Store docs, notes or support tickets as embeddings, and every user question pulls back the closest matching passages to ground your LLM's answer. That retrieval step is the core of any RAG chatbot, semantic search or agent memory. On your own VPS, ChromaDB runs as a persistent server that all your services can reach. Coolify installs it in one click, so you skip Docker Compose files, reverse proxy configs and manual container setup.

Because the server is yours, your vectors and source documents stay on a disk you control instead of in a shared SaaS index. Full root access lets you decide how Chroma is exposed. You can serve it over HTTPS on your own domain, require an auth token and allow only your backend in the firewall. Your RAG backend, a LangChain service or a workflow tool can run right next to it on the same machine.

Run ChromaDB on your own VPS in minutes.

ChromaDB features

Everything your RAG stack needs from Chroma

Semantic search with metadata filters, your choice of embedding model and official clients, all on a vector database you control.

Plug-in embedding providers

Keep your favorite embedding model. Hosted APIs and open models plug straight in.

One-click Coolify deploy

Chroma is online within minutes. Coolify sets up the container, volume and proxy for you.

Semantic vector search

Users find answers by meaning, not exact wording, through nearest-neighbor search.

OpenTelemetry tracing

Find slow queries fast by following each request from API call to results.

Metadata and document filters

Every query hits the right tenant, source or date range thanks to where filters.

Official Python and JS clients

Your app talks to Chroma in a few lines over the HTTP client.

Locations in Europe and America

Your server. Your location.

4 data centers in Europe and America — choose the location closest to your users.

Europe

FFM/Eygelshoven

America

Dallas
Los Angeles
Ashburn

Inside Chroma

What you can do with Chroma

Chroma stores documents with their embeddings and returns the closest matches by meaning, filtered by metadata. It's the retrieval layer behind RAG apps and AI agents.

AI-native databaseRAG and agent memoryDeveloper-first APIApache 2.0 open source

Browse your stored embeddings

Every record in a collection keeps its ID, source document, metadata and vector together, so you always know which chunk came from where and how it scores against a query.

  • IDs per record
  • Metadata tags
  • Distance scores
  • Persisted on disk

Get started now

Chroma on your VPS in minutes — no complicated setup.

Host Chroma on a VPS

Backups & snapshots

Your VPS stays restorable.

Snapshots let you roll back quickly. ZapX Pass unlocks Restore, manual Backups, and longer retention for daily Backups.

Backups with ZapX Pass

SECURED
ZapX Pass
  • Manual Backups
  • Keep daily Backups longer

Snapshots for quick rollback

RECORDED
ZapX Pass
  • Snapshot before deployment
  • Jump back immediately
  • Snapshot with RAM

More control with ZapX Passextra storage, restore, Pass perks, and Lifetime VPS without activity checks

View ZapX Pass

Reviews

What customers say about ZAP-Hosting

Real feedback on support and setup.

4.4
19,543+ Reviews on Trustpilot

best of the hosting

best of the hosting

K
Kelkai
10 Nov 2026
ZAP-HostingReply
Best of the hosting? We'll happily put that on the wall, thank you! Whenever a question comes up, the ZAP-Hosting support team is available around the clock. 🏆
10 Nov 2026

perfect hosting plans

perfect hosting plans

T
Technologyfuture
8 Nov 2026
ZAP-HostingReply
Perfect plans is a big compliment, thank you! If a question about them ever comes up, the ZAP-Hosting support team can be reached around the clock (24/7). 🙌
8 Nov 2026

very nice trust worthy

very nice trust worthy

O
Odysseas Polomarkakis
7 Nov 2026
ZAP-HostingReply
Trust is something we work on every day, so reading this is great, thank you! ZAP-Hosting operates its own data centers, with servers built on dual AMD EPYC processors. 🚀
8 Nov 2026

thank you for zapk hosting it is best…

thank you for zapk hosting it is best in the world

A
ahma muhamad
7 Nov 2026
ZAP-HostingReply
That is an incredibly kind thing to say, thank you! And if a question ever pops up, our support at ZAP-Hosting is there for you 24/7. ⚡
8 Nov 2026

Super Support

Super Support

S
sdasdadsa
4 Nov 2026
ZAP-HostingReply
Support is what we are here for, so this one is music to our ears! The ZAP-Hosting support team is available around the clock, even for the small questions. Thank you! 🎧
5 Nov 2026

lifetime vps is pretty good

lifetime vps is pretty good

K
kikyo
27 Oct 2026

Easy to use and Very affordable.

Easy to use and Very affordable.

B
bondy
26 Oct 2026
ZAP-HostingReply
Easy to use and easy on the wallet? We'll happily take that review, thank you! Should a question come up along the way, the ZAP-Hosting support team is available 24/7. 🙌
26 Oct 2026

most stable server hosting platform at…

most stable server hosting platform at the time !

R
ryzex fn
25 Oct 2026
ZAP-HostingReply
Stability is what we care about most, so this made our day! In its own data centers ZAP-Hosting runs servers on dual AMD EPYC processors. Thank you! ⚡
25 Oct 2026

FAQ

Frequently asked questions about Chroma

Answers to the most important questions before you start.

Yes. Chroma is open-source software under the Apache 2.0 license, so self-hosting it costs no license fee. With a Chroma VPS you only pay for the VPS. The price depends on the package (RAM, CPU, storage), the term – a longer term lowers the monthly price – and the location. Current package prices are shown live in the package section above.

  • No license fee for Chroma
  • You only pay for the VPS package
  • Price depends on package, term and location

RAM matters most. Chroma keeps its vector index in memory, so the number of embeddings and their dimensions decide how much you need. Storage holds the persisted collections and your documents, and CPU handles indexing and queries. A smaller package works for prototypes. Large or high-dimensional collections need more RAM.

  • More embeddings need more RAM
  • Higher dimensions increase memory use
  • Storage holds persisted collections

Order your VPS, open One-Click Apps in the panel and pick Chroma from the Coolify marketplace. Setup runs automatically, including the container, persistent volume and proxy, and Chroma is online within minutes. You don't need to write Docker Compose files or configure a reverse proxy by hand. One-Click Apps guide in the Help Center

  • Pick Chroma in the One-Click Apps marketplace
  • Coolify sets up the container and volume
  • VPS online in 60 seconds

Yes. When your collections outgrow the available RAM or storage, you can move to a larger VPS package with more resources. Your panel shows the available upgrade options and their prices, so you only scale up when your data needs it.

  • Scale RAM, CPU and storage
  • Upgrade options shown in the panel

Your collections live in a persistent volume on your own VPS disk, not in a shared cloud index. Panel Backups and restores for your VPS are available with the ZapX Pass. You can also export the Chroma data directory yourself, for example with rsync to another server. Learn more about Backups

  • Data stays on your VPS disk
  • Panel Backups and restores with ZapX Pass
  • Your own exports via rsync

Turn on token authentication in Chroma and serve the API over HTTPS on your own domain via the Coolify proxy. Then allow access only from your app servers in the VPS network firewall. With the ZapX Pass, the ZapX AI Agent can suggest matching firewall rules and applies them only after you confirm. Firewall guide in the Help Center

  • Token auth for the Chroma API
  • HTTPS via the Coolify proxy
  • Firewall rules for your app servers

You choose from our data center locations in Europe and America. Pick the one closest to your app servers and users to keep round trips short. Many North American teams start with Ashburn, Dallas or Los Angeles. You see the available locations when you configure your VPS.

  • Locations in Europe and America
  • Pick the one closest to your app

Yes, you can cancel anytime in the panel. You pick a term when you order, and a cancellation takes effect at the end of the current term. Your Chroma server keeps running until then. How cancellation works

  • Cancel anytime in the panel
  • Cancellation takes effect at the end of the term

Any more questions?

Contact Support

ZAPX Dashboard

Your VPS panel at a glance

Monitor resources, open the console and manage DDoS protection for the VPS that runs your Chroma server.

zapx.zap-hosting.com/vserver
VPS DDoS Manager tab

VPS DDoS Manager tab

VPS DDoS Manager tab

ZapX AI Agent

Ask about your Chroma server in plain English

Ask the ZapX AI Agent about memory pressure, container logs or firewall rules for your Chroma server and get clear next steps. Changes only happen after you confirm.

RAM and index checksFirewall suggestionsContainer log analysisUpgrade advice

The ZapX AI Agent is part of the ZapX Pass and only changes your server after you confirm.

Explore ZapX Pass

ZapX AI Agent

panel.zap-hosting.com

Why are my Chroma queries getting slower?
Let's check memory first. Chroma keeps its index in RAM, so if your collections have outgrown the available memory, the VPS starts swapping. I can show you current RAM usage and your largest collections, and then we can see whether a larger package makes sense.

Performance

Measured VPS performance for Chroma

Enough RAM keeps your Chroma index in memory for quick answers, and fast storage reloads persisted collections promptly after a restart or upgrade.

Top-tier Performance

High-performance VPS, CPU model depends on the location

ZAP-HostingPowerful server CPUs
Typical cloud VPSHardware varies

Typical VPS plans without a published host CPU

confirmed 2026-07-01

Standard CPUPowerful server CPUs, model depends on the location
StorageEnterprise NVMe U.3, Ceph
Support24/7 AI + escalation

Methodology: July 2026 · mtr · iperf3 · fio · Smokeping

“Typical market” values reflect common providers in the relevant segment under comparable test conditions where applicable.

Live network status

Use cases

What teams build with Chroma

From RAG chatbots to semantic docs search: three ways developers put a self-hosted vector database to work.

Ready to ship your RAG app?

Launch Chroma on your VPS in one click.

Host Chroma on a VPS

ZapX mobile appComing soon

Your Chroma VPS in your pocket

Keep an eye on the VPS behind your vector database and take quick action from your phone.

Check status and restart your VPS from anywhere
Watch RAM and disk usage as your collections grow
Manage your services and invoices on the go

Also available

We also offer the following apps.

WireGuard, Coolify, monitoring, and more — one-click setup on your VPS.

Benefit

All apps included

The app marketplace is included with your VPS — no extra charge per installation.

One-Click AppsNo app surcharge

Choose your apps in the configurator and get started in minutes.

Ready?

Give your AI app its own memory.

Deploy Chroma in one click on a VPS with root access, DDoS protection and locations in Europe and America. Cancel anytime.

4.4/5 Trustpilot32,000+ Active serversSince 2010

No setup. No risk. Online in 60 seconds.

Flexible TermCancel anytimeOnline in 60 seconds