Welcome

Why use Superlinked

Improve your vector search relevance by encoding your metadata together with your data into your vector embeddings. Read more at Why Superlinked

What is Superlinked

Superlinked is a framework AND a self-hostable REST API server that helps you make better vectors, that sits between your data, vector database and backend services.

How does it work

Superlinked makes it easy to construct custom data & query embedding models from pre-trained encoders, see the feature and use-case notebooks below for examples.

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Superlinked framework diagram

Discover Superlinked

Getting Started

Begin your journey with Superlinked by setting up and understanding the basics.

Concepts

Explore the core ideas and principles behind Superlinked's functionality.

Use Cases

Learn how Superlinked can be applied to solve real-world problems.

Reference

Access detailed documentation for Superlinked's components.

Changelog

View the changelog for Superlinked.

Resources

VectorHub

free and open-sourced learning hub for people interested in adding vector retrieval to their ML stack.

Vector DB Comparison

Open-source collaborative comparison of vector databases by Superlinked

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