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There's a sqlite extension to support vector search called sqlite-vss. This would be a welcome addition to modelfusion because sqlite is like a stepping stone between the in-memory JSON vector DB and a "proper" vector DB like pinecone. The advantage it has over the in-memory JSON approach is that it doesn't take up a bunch of RAM, so I can deploy prototypes quickly for free without upgrading to paid tiers 😄. Also it's less setup than pinecone.
I would be glad to implement this myself because I'm already familiar with sqlite-vss if that sounds good to you.
The text was updated successfully, but these errors were encountered:
@bjsi awesome idea! there are some existing example (in-memory vector db, pinecone). Ideally this would be a separate extension, similar to extensions/pinecone. Let me know if you have any questions :)
There's a sqlite extension to support vector search called sqlite-vss. This would be a welcome addition to modelfusion because sqlite is like a stepping stone between the in-memory JSON vector DB and a "proper" vector DB like pinecone. The advantage it has over the in-memory JSON approach is that it doesn't take up a bunch of RAM, so I can deploy prototypes quickly for free without upgrading to paid tiers 😄. Also it's less setup than pinecone.
I would be glad to implement this myself because I'm already familiar with sqlite-vss if that sounds good to you.
The text was updated successfully, but these errors were encountered: