Tutorials

Prerequisites

If you haven't yet, we recommend going through the Quickstart tutorial first to get the most out of this section.

Tutorials aim to empower you to use Weaviate based on your particular needs. Here, you can learn how to:

Quick tour of Weaviate

End-to-end guide that cover important topics like configuring collections, compression, etc.

Use Multi-Vector Embeddings (ColBERT, etc.)

Implement advanced multi-vector representations for improved search relevance using models like ColBERT.

Zero-downtime collection migration with aliases

Learn how to migrate Weaviate collections without service interruption using collections aliases.

Import data in bulk

Learn how to import data efficiently using client-side and server-side batching in Weaviate.

Manage relationships with cross-references

Define, create, and query links between objects to model complex data relationships effectively.

Load data into Weaviate with Spark

Use the Spark Connector to import large datasets from Apache Spark into Weaviate with batch processing.

Set up Role-Based Access Control (RBAC)

Configure roles, permissions, and user assignments for secure access control in Weaviate.

Secure Weaviate with TLS

Navigate three paths to securing your Weaviate deployment using TLS.

Switch vectorizers

Learn how to update the embedding model in order to improve performance.