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metadata

title: YouTube to LinkedIn Post Converter
emoji: 🎥
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 5.29.0
app_file: app.py
pinned: false
license: mit

YouTube to LinkedIn Post Converter

This application converts YouTube video content into professional LinkedIn posts using AI-powered content enhancement and RAGAS evaluation metrics.

Features

🎥 YouTube transcript extraction
✨ AI-powered content enhancement
📊 RAGAS evaluation metrics
🔄 Automatic content verification
📱 Professional LinkedIn post formatting

Models

The application uses three embedding models for comparison:

OpenAI's text-embedding-3-small
Base MPNet (sentence-transformers/all-mpnet-base-v2)
Fine-tuned MPNet (Shipmaster1/finetuned_mpnet_matryoshka_mnr)

Evaluation Metrics

Faithfulness: How well answers align with context
Answer Relevancy: How relevant answers are to questions
Context Recall: How well context covers required information
Context Precision: How focused and precise the context is

Usage

Enter a YouTube URL
Wait for transcript extraction
Review enhanced content
Get your professional LinkedIn post

Installation

pip install -r requirements.txt
python app.py

License

MIT License