Dave Ebbelaar · 3h 10m · 14 lessons
Full-Stack AI Engineering Course (FastAPI, LLMs, Docker, Supabase)
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2 days at 90 min a dayDay 18 lessons · 1h 43mToday
- 1Course Introduction & Project OverviewUnderstand the full-stack AI customer support system architecture and the end-to-end project scope covering Gmail, FastAPI, Supabase, LLMs, Docker, and a React admin dashboard.7m Notes and quiz
- 2Project Setup: Python, UV, FastAPI, and ConfigurationInitialize a Python project with UV, install dependencies, configure Pydantic settings, create a minimal FastAPI app with a health endpoint, and verify the server runs locally.14m Notes and quiz
- 3Gmail API Access: Google Cloud Console & OAuth ConfigurationCreate a Google Cloud project, enable the Gmail API, configure OAuth consent screen, add test users, and set Gmail modify scopes for API access.16m Notes and quiz
- 4Building the Gmail Client & PollerImplement a Gmail service class to list messages, get threads, add labels, and send replies; build a poller script with a configurable loop to process new emails every 30–60 seconds.17m Notes and quiz
- 5Supabase Database Setup & MigrationsCreate a Supabase project, initialize the CLI, write SQL migrations for events, tickets, messages, and knowledge base tables, and push migrations to the cloud database.17m Notes and quiz
- 6Database Client & Connection PoolingBuild a Psycopg-based database client with methods for event/ticket/message operations, configure the Supabase session pooler connection string, and verify connectivity.10m Notes and quiz
- 7First Automated Reply & Pipeline IntegrationConnect the poller to the handle_message pipeline, add the 'AI processed' Gmail label, run the FastAPI server and poller in parallel, and observe the first automated replies in Gmail.12m Notes and quiz
- 8Knowledge Base: Markdown Files & Database SeedingCreate structured markdown files for product knowledge (paddleboards, shelving, returns, shipping), write a seeding script to upsert sections into Supabase, and verify the knowledge base table.11m Notes and quiz