VibeDeck

(01) Problem

Creating professional slide decks typically requires significant manual effort in structuring content and designing visuals. Users needed a way to generate consistent, high-quality presentations quickly from a simple prompt.

(02) Approach

1. 01Implemented a multi-agent system on fine-tuned GPT-4.1 to separate content planning from visual styling.
2. 02Designed a Content Planner agent to construct the narrative storyline from the initial prompt.
3. 03Built a Style Agent to enforce visual consistency across all generated slides.
4. 04Developed a React front end with an editor for storyline review and PPTX export functionality.

(03) Architecture

(04) The hard part

Maintaining narrative flow and visual consistency across independent agents proved difficult. This was addressed by structuring the pipeline so the Style Agent received the finalized storyline from the Content Planner.

(05) Result

The system generates a professional slide deck from a single prompt in about two minutes.