README.md

metadata

title: Link To Video
emoji: 👁
colorFrom: yellow
colorTo: gray
sdk: gradio
sdk_version: 5.34.2
app_file: app.py
pinned: false
license: mit

🎬 URL to AV Summary Agent

This project is a LangChain-powered app that takes an article URL, generates a clean summary, and turns it into an auto-narrated video using gTTS and moviepy. Fully CPU-compatible and ready to deploy on Hugging Face Spaces.

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🚀 Features

• 🔗 Accepts any blog or article URL
• 🧹 Cleans non-article elements (menus, headers, footers)
• 🧠 Summarizes with flan-t5-base (CPU-friendly)
• 🔊 Generates speech with gTTS
• 🎥 Creates a 720p narrated video with summary overlay
• 🖥️ 100% CPU-only — no GPU or API keys required

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📦 Installation

requirements.txt

gradio
langchain
transformers
torch
sentencepiece
beautifulsoup4
requests
gtts
moviepy

Run with:

pip install -r requirements.txt
python app.py

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✨ Usage

1. Paste the article/blog URL.
2. App scrapes only relevant text.
3. Generates a plain text summary.
4. Converts it into speech + video.
5. Download or preview the .mp4 AV summary.

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🧠 Models Used

• google/flan-t5-base for summarization
• gTTS (Google Text-to-Speech)

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🔥 SEO Tags

AI video summarizer, article to video, URL to AV summary, LangChain video agent, text-to-video, gTTS + moviepy, Hugging Face CPU agent

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📍 Ideal Use Cases

• Content marketing automation
• News summarization
• Voice-based edtech briefs
• Text-to-video content for social media

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🪪 License

MIT — fork, remix, and deploy freely.

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🙌 Credits

Built with LangChain, Transformers, gTTS, and MoviePy.