Build a RAG App with Descope, Supabase, and pgvector: Part 2
Blog post from Descope
In the second part of a series on building a retrieval-augmented generation (RAG) application, Kevin Kimani guides on integrating Descope for authentication using SAML, implementing role-based access control (RBAC), and ensuring secure data handling through row-level security (RLS) with Supabase. The tutorial details creating a Descope SAML application, mapping roles to users, and configuring Supabase to enforce access controls using JSON Web Tokens (JWT). Additionally, it covers setting up a frontend with React, testing the application's role-based access, and deploying the app with considerations for security and scalability. Emphasizing the use of Descope, Supabase, and pgvector, the series provides a comprehensive framework for developing secure, scalable AI-powered applications.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| RAG | 16 | 2,188 | 259 | 95 | +39% |
| Vector Search | 9 | 2,869 | 338 | 116 | -34% |
| Platform Engineering | 5 | 242 | 58 | 38 | +8% |
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