---
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.

---

## 🚀 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

---

## 📦 Installation

### `requirements.txt`
```txt
gradio
langchain
transformers
torch
sentencepiece
beautifulsoup4
requests
gtts
moviepy
```

Run with:
```bash
pip install -r requirements.txt
python app.py
```

---

## ✨ 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.

---

## 🧠 Models Used
- `google/flan-t5-base` for summarization
- `gTTS` (Google Text-to-Speech)

---

## 🔥 SEO Tags
`AI video summarizer`, `article to video`, `URL to AV summary`, `LangChain video agent`, `text-to-video`, `gTTS + moviepy`, `Hugging Face CPU agent`

---

## 📍 Ideal Use Cases
- Content marketing automation
- News summarization
- Voice-based edtech briefs
- Text-to-video content for social media

---

## 🪪 License
MIT — fork, remix, and deploy freely.

---

## 🙌 Credits
Built with [LangChain](https://www.langchain.com/), [Transformers](https://huggingface.co/transformers/), [gTTS](https://pypi.org/project/gTTS/), and [MoviePy](https://zulko.github.io/moviepy/).