The entire RAG stack lives natively on InsForge with no glue code between services:
Storage holds the raw PDFs (S3-compatible, signed upload URLs out of the box) Edge Functions (Deno) run the chunking and query orchestration — no server to manage pgvector (built into InsForge Postgres) stores the embeddings — no separate Pinecone/Qdrant account Model Gateway routes to text-embedding-3-small for embeddings and claude-sonnet-4-6 for answers — one API key, swap models in a single config line Auth handles user sign-up, org memberships, and row-level security — the multi-tenancy is enforced at the database layer automatically Sites deploys your Next.js frontend with a live URL in one CLI command
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