How to use sqlite-vec to store and query vector embeddings

1. sqlite-vec

   1 18 5,454 9.5 C

   A vector search SQLite extension that runs anywhere!

   

   With sqlite-vec (the successor to sqlite-vss), you can bring powerful vector search directly into SQLite, eliminating the need for additional infrastructure like Pinecone, Weaviate, or FAISS. This means simpler deployments, fewer dependencies, and all the power of AI-driven search inside a lightweight, file-based database.

2. InfluxDB

   influxdata.com featured

   InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.

   

3. sqlite-vss

   2 20 1,836 6.8 C++

   A SQLite extension for efficient vector search, based on Faiss!

   

   With sqlite-vec (the successor to sqlite-vss), you can bring powerful vector search directly into SQLite, eliminating the need for additional infrastructure like Pinecone, Weaviate, or FAISS. This means simpler deployments, fewer dependencies, and all the power of AI-driven search inside a lightweight, file-based database.

4. example-sqlite-vec-tutorial

   3 1 0 2.4 TypeScript

   A tutorial explaining how to use sqlite-vec for a TypeScript application.

   

   👉 If you just want the code, check out my GitHub repository here. Otherwise, let's get started.

5. nvm

   4 351 83,933 8.3 Shell

   Node Version Manager - POSIX-compliant bash script to manage multiple active node.js versions

   

   If you don't already have Node.js 22.x, install it using nvm:

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