About the Project
An AI assistant that bridges the gap between passive viewing and active understanding
Voice + Visual
Fuses audio explanations with slide content
Real-time
Instant answers during live sessions
Smart Q&A
Natural language questions anytime
Citations
References to specific slides
The Problem
Online presentations lack tools for active engagement and understanding
Current Challenges
- Attendees join late and miss context
- Verbal explanations are easily forgotten
- Hard to connect earlier slides to later ones
- AI assistants only transcribe audio
- Visual content is ignored
PARSE Solution
- Fuses verbal + visual content in real-time
- Maintains a live semantic model
- Answers questions in natural language
- Provides citations to specific slides
- Understands formulas, charts, and diagrams
Intuitive Dashboard
Your Rooms
Manage your presentation sessions
CS 342 Lecture
LiveCS 464 Lecture
ScheduledCS 470 Lecture
EndedLive Meeting Assistant
How It Works
Our AI pipeline processes slides and speech to deliver intelligent answers
Visual Understanding
DocLayout-YOLO analyzes slides to detect text, formulas, diagrams, and tables in real-time.
Semantic Search
OpenCLIP creates embeddings for visual and text content, enabling intelligent retrieval.
AI-Powered Answers
Qwen-VL generates context-aware answers with citations to specific slides.
Tech Stack
Built with cutting-edge AI and modern web technologies
AI & Machine Learning
DocLayout-YOLO
Document layout analysis for detecting text, formulas, diagrams, and tables
OpenCLIP
Creates embeddings for visual and text content enabling semantic search
Qwen-VL
Vision-language model for generating context-aware answers
Development
Reports
Project documentation and technical reports
Team
Anıl Kılıç
Aybars Buğra Aksoy
Bora Yetkin
Eren Berk Eraslan
Barış Yaycı