From e4fb400f3942943ea49d6efc7de6c558b254a5ea Mon Sep 17 00:00:00 2001 From: Oliver Rice Date: Thu, 1 Jun 2023 14:33:39 -0500 Subject: [PATCH] deployment section --- apps/www/_blog/2023-05-31-vecs.mdx | 34 ++++++++++++++++-- .../blog/2023-06-01-vecs/single-database.png | Bin 0 -> 67121 bytes 2 files changed, 31 insertions(+), 3 deletions(-) create mode 100644 apps/www/public/images/blog/2023-06-01-vecs/single-database.png diff --git a/apps/www/_blog/2023-05-31-vecs.mdx b/apps/www/_blog/2023-05-31-vecs.mdx index 9535b1dc250..57d839c1e25 100644 --- a/apps/www/_blog/2023-05-31-vecs.mdx +++ b/apps/www/_blog/2023-05-31-vecs.mdx @@ -54,7 +54,7 @@ Or, more specifically: create table vecs.docs ( id text primary key, vec vector(3) not null, - metadata jsonb not null default '{}'::jsonb, + metadata jsonb not null default '{}'::jsonb ); ``` @@ -124,11 +124,39 @@ or [OpenAI integration example](https://supabase.github.io/vecs/integrations_ope ## Deploying with Supabase As usual, if you combine [supabase/vecs](https://github.com/supabase/vecs) with the rest of Supabase, you get more than the sum of the parts. -Once you're happy with your vecs collection, you can make it acessible to your front-end and supabase-js by exposing the collection as a view +Once you're happy with your vecs collection, you can make it acessible to your front-end through a supabase client library by exposing the collection as a view +in your public schema. + +![Expose with view](/images/blog/2023-06-01-vecs/single-database.png) + +For example, you could create a view + +```sql +create view public.docs as + select + id, + embedding, + metadata, # Expose the metadata as JSON + (metadata->>'url')::text as url # Extract the URL as a string + from + vecs.docs +``` + +And then access it with the supabase-js client library within your applications: + +```js +const { data, error } = await supabase + .from('docs') + .select('id, embedding, metadata') + .eq('url', '/hello-world') +``` + +For more deployment options, including enterprise scalable architecture, check out the [engineering for scale guide](https://supabase.com/docs/guides/ai/engineering-for-scale#simple-workloads). + ## Future ideas -Currently, `vecs` is unopinionated about where vectors come from or how their produced. While there will always be a need for generic vector +Currently, `vecs` is unopinionated about where vectors come from or how they're produced. While there will always be a need for generic vector storage and querying, its becoming clear that text and image vectorization make up +95% of usage. 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