We just wanted to share Embedbase. Embedbase is an open-source api to easily create, store, and rerieve embeddings.

It started out as an internal api for an Obsidian plugin we developed called [AVA](https://github.com/louis030195/obsidian-ava). We use it in AVA to find similar notes ([see small demo](https://user-images.githubusercontent.com/25003283/213157399...)), but you can potentially use it to do anything that openai embeddings can do.

Right now it's really quite barebones and basically just abstracts the openai embeddings api & pinecone, but we're planning on making it easy to work with whatever database or auth mechanism.

You can have a look at the github repo here: [https://github.com/another-ai/embedbase](https://github.com/...

Or can sign up for the upcoming hosted version: [https://yep.so/p/embedase](https://yep.so/p/embedase)