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Typesense Typesense

Stack

Search Vectors

Typesense - the typo-tolerant instant-search engine built for raw speed: a C++ binary with in-memory indexes, facets, filtering, vector + hybrid search, and an InstantSearch-compatible adapter.

Image details

Pulls: 32.6M
Architecture: amd64, arm64
Image size: 365 MB
Latest: 31.0.rc17
User: typesense
Created: Jul 14, 2017
Updated: 1 hour ago
Status: active

Source details

Stars: 26.6k
Forks: 976
Language: C++
License: GPL-3.0
Updated: 3 hours ago
Website: typesense.org/

Configuration

Type
Compose
Platform
linux
Image
typesense/typesense:30.2
Ports
5000:5000
Volumes
/data : typesensedata
Env vars
TYPESENSE_API_KEY=${TYPESENSE_API_KEY}TYPESENSE_DATA_DIR=/dataTYPESENSE_API_PORT=5000TYPESENSE_ENABLE_CORS=true
Restart
unless-stopped
Source

Standalone Install

Select an install method, to see config/commands for deploying Typesense

Installation method

Install on Portainer

Import all app templates into your Portainer instance, for easy 1-click deploys

  1. Ensure both Docker and Portainer are installed, and up-to-date
  2. Log into your Portainer web UI
  3. Under Settings → App Templates, paste the below URL
  4. Head to Home → App Templates, and the list of apps will show up
  5. Select Typesense, fill in any config options, and hit Deploy

Template Import URL

https://raw.githubusercontent.com/Lissy93/portainer-templates/main/templates.json
Show Me demo
Original stackfile

The compose file this template deploys, straight from its repo:

name: typesense

services:
  typesense:
    image: typesense/typesense:30.2
    restart: unless-stopped
    environment:
      TYPESENSE_API_KEY: ${TYPESENSE_API_KEY}
      TYPESENSE_DATA_DIR: /data
      TYPESENSE_API_PORT: "5000"
      TYPESENSE_ENABLE_CORS: "true"
    ports:
      - "5000:5000"
    volumes:
      - typesensedata:/data

volumes:
  typesensedata:

Or deploy it directly from the source:

git clone https://github.com/deployable-sh/stacks
cd stacks
docker compose -f typesense/compose.yaml up -d

More install options in our documentation, or see typesense/typesense for app-specific guidance.

Typesense offers a delightful, out-of-the-box search experience. From instant search, to autosuggest, to faceted search, to vector search and semantic search, Typesense has got you covered.
An open source Algolia alternative and an easier-to-use ElasticSearch alternative.

Usage

On Docker, you can run Typesense like this:
export TYPESENSE_API_KEY=xyz

mkdir $(pwd)/typesense-data

docker run -p 8108:8108 -v$(pwd)/typesense-data:/data typesense/typesense:30.1 \
  --data-dir /data --api-key=$TYPESENSE_API_KEY --enable-cors

Guide

For detailed instructions, please refer to our guide.

Serve Typesense on your own domain behind Caddy, Nginx or Traefik. Fill in your domain and copy the result. It's a starting point, some apps need their own base URL or extra headers set too.

Proxying typesense.example.com to http://typesense:5000

Add this to your Caddyfile

typesense.example.com {
	reverse_proxy http://typesense:5000
}

Check the logs first

Nine times out of ten the logs tell you exactly what went wrong.

  • In Portainer, go to Containers, click the container, then Logs. Or run docker logs <container>
  • Exit codes help too: 137 means killed, usually out of memory. 126 or 127 means the command inside the image is broken.

Port already in use

If deployment fails with "Bind for 0.0.0.0:5000 failed: port is already allocated", something else on your server is using that port.

  • Find what's using it: sudo ss -tlnp | grep :5000
  • Stop the other service, or pick a different host port. In 5000:5000 only the left number is yours to change, the right one belongs to the app.

Running but the page won't load

The container is up but nothing appears in your browser.

  • Use your server's real IP: http://your-server-ip:5000. The 0.0.0.0 link Portainer shows isn't a real address.
  • Give it a minute after first deploy, typesense can take a while to initialise.
  • Make sure your firewall allows the port, e.g. sudo ufw allow 5000

Image won't pull

Test the pull directly on the host: docker pull typesense/typesense:30.2

  • "manifest unknown" means the tag no longer exists.
  • "toomanyrequests" is the Docker Hub rate limit. Log in with docker login to raise it.
  • "no space left on device" means a full disk. Reclaim space with docker system prune

"exec format error"

This means the image was built for a different CPU architecture than your server.

  • This image supports: amd64, arm64
  • Check yours with uname -m: x86_64 is amd64, aarch64 is arm64. Raspberry Pi and other ARM boards are the usual culprits.

Container keeps restarting

The unless-stopped restart policy relaunches the app after every crash, so the real error can scroll past.

  • Check the logs right after a restart, the last few lines before it died are the useful ones.
  • Get the exit code with docker inspect <container> --format '{{.State.ExitCode}}'
  • Still stuck? Redeploy once with the restart policy set to no so the failure stays visible.

Stack won't deploy

Compose stacks fail fast on small mistakes, and Portainer shows the reason just above the editor.

  • YAML only accepts spaces for indentation, a single tab breaks the whole file.

Raise an issue

Found something which isn't working as it should? Here's how to report it.

A Compose stack

Typesense is a Compose stack, a set of containers defined in one file and brought up together by Portainer, then started and stopped as a single app.

The app image

An image is the app packed up ready to go, everything Typesense needs bundled into one download. This template pulls typesense/typesense:30.2, which Docker fetches once (about 365 MB) and then starts your own copy from.

Where the image comes from

Docker pulls its images from registries, public libraries of ready-built apps. Typesense's comes from Docker Hub, published by typesense.

Version tags

The bit after the colon in the image name is the version tag. This one pins 30.2, so every redeploy gives you that exact build until you bump it yourself.

Which machines it runs on

Every image is built for particular CPU types. This one ships for amd64, arm64, so it runs on both regular x86 servers and ARM boards like a Raspberry Pi.

Ports

A port is the door the app answers on. A mapping like 5000:5000 means it's reachable on port 5000 of your server, where the left number is yours to change and the right one belongs to the app. It opens:

  • 5000:5000

Volumes

A volume is where Typesense keeps its files so they survive an update or a restart. Without one, anything it saves would sit inside the container and vanish the moment it's recreated. This template mounts:

  • /data kept in the typesensedata volume Docker manages

Environment variables

Environment variables are the settings you hand over when you deploy, things like a password or a timezone. Typesense takes 4 of them, all with defaults you can leave alone or tweak:

  • TYPESENSE_API_KEY, pulled from your own environment. Admin API key - derive scoped search-only keys for clients.
  • TYPESENSE_DATA_DIR, defaults to /data
  • TYPESENSE_API_PORT, defaults to 5000
  • TYPESENSE_ENABLE_CORS, defaults to true

Restart policy

The restart policy here is unless-stopped, so Docker restarts Typesense after a crash or reboot, but leaves it off when you stop it on purpose. You can change this on the deploy screen. The choices are no (never restart), on-failure (only after a crash), unless-stopped (restart unless you stop it), and always (bring it back no matter what).

Networking

Nothing custom is set, so Typesense sits on Docker's default bridge network: its own private space that reaches the outside world only through the ports it publishes.

Container name

Once it's deployed, Portainer names the container typesense. That's what you'll spot in the containers list and use in commands like docker logs typesense.

Platform

The platform is linux, the kind of system the container is built to run on. Docker and Portainer handle this on a normal Linux server.

Open source license

Typesense is open source, released under the GPL-3.0 license. In plain terms the code is out in the open, so you're free to run it and change it to fit what you need.

Portainer app templates

Zooming out, this whole page comes from a Portainer app template: a short recipe telling Portainer how to set Typesense up. Add the template list to Portainer once, then deploying Typesense is a click rather than a wall of config.