schwai

SCHWAI's self-improving internal knowledge base

liveflagshipprivatelast active 2026-07

how it works

company contentingeststoreretrieveask in plain englishbooks workereverythingelse producedbackgroundworkersPostgres+ SupabaseRedisfast pathRAG over thecompany corpusFastAPI+ React
Project Brain: background workers pull the company's own content into Postgres and Supabase with Redis on the fast path, retrieval runs over that corpus with open-source models fine-tuned on top, and the answers surface through a FastAPI backend behind a React frontend.

built out of the same parts

React · FastAPIFastAPIReactReactschwaimedical-intake-aiml-harnesspokerlyweb-vid
4 of the other 11 projects use something this one uses

Project Brain is SCHWAI’s internal enterprise knowledge base, built to improve itself through feedback loops from live usage — open-source models fine-tuned on the organization’s own knowledge so the company operates at higher efficiency over time. It’s one app in a larger multi-app platform I build across schwai.com on FastAPI, React, Supabase, Redis, and Cloudflare Stream.

Livethe job behind it