**Description**: Design System Concierge - Your AI-powered design system assistant! Get Design System answers, fast! Get insights from our vast Design System database sourcing expert content only. Ask any question, get pointed to the right source. **Link**: https://www.kickstartds.com/concierge/ How my project is using Supabase: We use the great

pgvector

extension to persist our own embeddings (SBert, not Open AI) in

PostgreSQL

. We then use

Edge Functions

to get the users query, embed it through another embedding webservice written in Python / Flask and hosted on Fly.io, find the most relevant sections from all indexed expert content, give that to Open AI / GPT-3... to finally stream back the answer and the sources provided as context for transparency. Finally we use the image hosting to include screenshots of pages for the user... when looking through sources! Are you lookinng for contributors: No

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We're also live on Product Hunt today, so if you like this... we'd love your support on there, too: https://www.producthunt.com/posts/design-system-concierge