Tutorials

Step-by-step tutorials for building applications with LanceDB

Explore tutorials organized by use case:

Tutorial	Description
Vector Search and Advanced Retrieval	Learn how to perform vector search and use advanced retrieval techniques.
Retrieval	Learn how to use advanced retrieval techniques
RAG and Agents	Build Retrieval-Augmented Generation (RAG) applications and agents with LanceDB.
Multimodal Lakehouse	Explore automated multimodal feature engineering with LanceDB.
Working with Tables	Manage LanceDB tables end-to-end: creation, ingestion, schema evolution, versioning, and consistency.

Explore all the code samples in our VectorDB Recipes repository.