Kite

Kite is a tool to analyze your session recordings.

Note: this is a crawling out of the slime version. Will add integrations with real session providers. The idea is to go from session recording to bug fix.

Features

• Extracts frames from your video session recordings
• Detects UI elements in each frame using YOLO
• Embeds frames with CLIP for semantic analysis
• Summarizes and analyzes user experience with GPT-4 or GPT-4V (multimodal)
• Helps you identify where users encounter problems in your product

Usage

1. Place your session video in the videos/ directory.

2. Update the VIDEO_PATH in session_analysis.py if needed.

3. Run the analysis:

   python session_analysis.py

4. Review the output for UX insights and problem areas.

Requirements

• Python 3.8+
• [See requirements.txt for dependencies]

About

Kite helps you understand user behavior and improve your product by analyzing session recordings with state-of-the-art AI models.