llama-stack/docs/source/providers/vector_io/sqlite-vec.md

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SQLite-Vec

SQLite-Vec is an inline vector database provider for Llama Stack. It allows you to store and query vectors directly within an SQLite database. That means you're not limited to storing vectors in memory or in a separate service.

Features

• Lightweight and easy to use
• Fully integrated with Llama Stack

Usage

To use SQLite-Vec in your Llama Stack project, follow these steps:

1. Install the necessary dependencies.
2. Configure your Llama Stack project to use SQLite-Vec.
3. Start storing and querying vectors.

Installation

You can install SQLite-Vec using pip:

pip install sqlite-vec

Documentation

See sqlite-vec's GitHub repo for more details about sqlite-vec in general.