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PythonDiffusion ModelsVLM

Powerpoint Agent

1. Project Overview

Powerpoint Agent is an automation-first assistant for presentation production. It converts planning notes and long-form documents into structured slide drafts and helps speed up the end-to-end deck workflow.

2. Key Features

  • Document-to-Slides: Turns planning documents into slide outlines
  • Structure Optimization: Reorganizes sections for clear storytelling flow
  • Visual Recommendations: Suggests images, charts, and layout patterns
  • Review Support: Helps with consistency checks and final polish

3. Tech Stack

TechnologyPurpose
PythonCore orchestration and automation scripts
LLMContent summarization and slide narrative generation
FastAPIAPI service and integration endpoints
Presentation APIsSlide creation and formatting workflows

4. Workflow

Source Document → LLM Analysis → Slide Outline Draft
                                   ↓
                       Visual/Layout Recommendations
                                   ↓
                            Final Deck Output

5. Future Plans

  • Add template presets by presentation type
  • Improve chart/table auto-generation quality
  • Support collaborative review comments