How to install Weaviate
Overviewโ
This section shows you available options for running Weaviate, and how to install and configure Weaviate with each option.
How to run Weaviateโ
You have multiple options for running Weaviate.
- Weaviate Cloud Services โ a managed Weaviate service; suitable for development and production.
- Docker Compose โ typically for development.
- Kubernetes โ typically for production setups.
- Embedded Weaviate - in-line instantiation from a client (experimental).
Check it out here. Or go straight to the WCS quickstart guide which covers installation.
The Weaviate library is identical regardless of whether it is used via Weaviate Cloud Services (WCS) or by downloading an open source version. The only difference that WCS manages your Weaviate instance for you and comes with a specific SLA, whereas Weaviate open source comes with a BSD-3 license.
Both Docker Compose and Kubernetes setups use a yaml file for customizing Weaviate instances, typically called docker-compose.yml
or values.yaml
respectively. These files will be referred to throughout the documentation as configuration yaml files
.
If self-hosting, we recommend starting with Docker and gaining familiarity with Weaviate and its configurations. You can later apply this knowledge when you are creating your Helm charts.
Run an unreleased versionโ
You can run Weaviate with docker-compose
, building your own container off the master
branch. Note that this may not be an officially release, and may contain bugs.
git clone https://github.com/weaviate/weaviate.git
cd weaviate
docker build --target weaviate -t name-of-your-weaviate-image .
Then, make a docker-compose.yml
file with this new image. For example:
version: '3.4'
services:
weaviate:
image: name-of-your-weaviate-image
ports:
- 8080:8080
environment:
CONTEXTIONARY_URL: contextionary:9999
QUERY_DEFAULTS_LIMIT: 25
AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED: 'true'
PERSISTENCE_DATA_PATH: './data'
ENABLE_MODULES: 'text2vec-contextionary'
DEFAULT_VECTORIZER_MODULE: 'text2vec-contextionary'
AUTOSCHEMA_ENABLED: 'false'
contextionary:
environment:
OCCURRENCE_WEIGHT_LINEAR_FACTOR: 0.75
EXTENSIONS_STORAGE_MODE: weaviate
EXTENSIONS_STORAGE_ORIGIN: http://weaviate:8080
NEIGHBOR_OCCURRENCE_IGNORE_PERCENTILE: 5
ENABLE_COMPOUND_SPLITTING: 'false'
image: semitechnologies/contextionary:en0.16.0-v1.2.1
After the build is complete, you can run this Weaviate build with docker-compose: docker-compose up
.
More Resourcesโ
If you can't find the answer to your question here, please look at the:
- Frequently Asked Questions. Or,
- Knowledge base of old issues. Or,
- For questions: Stackoverflow. Or,
- For more involved discussion: Weaviate Community Forum. Or,
- We also have a Slack channel.