YouTube15 Nov 2025

Build a Complete End-to-End GenAI Project in 3 Hours

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Dave Ebbelaar

In this video, Dave Ebbelaar guides viewers through an end-to-end build of an AI news aggregator, starting from ideation to deployment. The project involves creating a system that scrapes news from YouTube channels, blog posts, and RSS feeds, using AI to tailor the news specifically to the user's interests, and sending a daily digest via email. Dave walks through the deployment process, AI-assisted coding tools, Docker Compose, database management, and debugging, aiming to provide viewers with a portfolio project and a behind-the-scenes look at project structuring. He also shares tips on leveraging AI coding tools, understanding architectural decisions, and real-world development workflows, emphasizing hands-on practice and learning through challenges. The video is structured into three parts, each with a corresponding branch in a private repository accessible to viewers, and is designed as a live coding build rather than a traditional tutorial, encouraging active participation and problem-solving.

Outlines

Part 1: Project Setup and Initial Scraping

Part 2: Data Storage and Processing Pipeline

Part 3: Digest and Curator Agents

Part 4: Email Agent and Deployment

Part 5: Finalization and Future

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