README-HF.md

Flowify - Audio Transcription & Topic Analysis

Flowify is an AI-powered tool that transcribes audio/video content and automatically identifies topic segments. It creates interactive mindmaps to help users visualize the structure and flow of conversations, presentations, or lectures.

Demo

Upload a video file, select a transcription model, and click "Transcribe" to start the process. After transcription, click "Analyze Topics" to generate a topic map.

Features

• Automatic transcription with OpenAI's Whisper models
• Topic segmentation with hierarchical structure
• Interactive mindmap visualization
• Direct links between transcript timestamps and video playback

API

This Spaces app also provides API endpoints:

• POST /transcribe: Transcribe audio from base64-encoded data
• POST /analyze: Analyze transcript to extract topics
• POST /check_model: Check if a model is available

Technical Details

Built with FastAPI and Hugging Face's Transformers library.

License

MIT