metadata

title: NewsIA
emoji: 📰
colorFrom: blue
colorTo: red
sdk: gradio
sdk_version: 5.0.0
app_file: app.py
pinned: false
license: apache-2.0
short_description: AI-Powered News Generator

📰 NewsIA - AI News Generator

NewsIA is an application that uses artificial intelligence to generate professional news articles from multiple sources such as documents, audio, video, URLs, and social media.

Features

Multiple input sources: Documents (PDF, DOCX, XLSX, CSV), audio, video, URLs, and social media.
Automatic transcription: Automatically transcribes audio and video files.
Information extraction: Extracts relevant content from web pages and documents.
Optimized generation: Uses optimized models to generate news quickly and efficiently.
Customization: Allows adjusting the tone and length of generated news articles.

Technologies used

TinyLlama: Base model optimized for performance in environments with limited resources
Whisper: For audio and video transcription
Gradio: For the user interface
Hugging Face Spaces: For hosting with ZeroGPU

How to use

Provide instructions and main facts for your news article
Adjust the desired length and tone
Add additional sources (optional):
- Documents: Upload PDF, DOCX, XLSX or CSV files
- Audio/Video: Upload audio or video files for transcription
- URLs: Add links to relevant web pages
- Social Media: Add links to social media posts
Click on Generate News

Installation

To run this application locally:

Clone this repository
Install the required dependencies with pip install -r requirements.txt
Run the application with python app.py

Environment Variables

The application uses the following environment variables:

HUGGINGFACE_TOKEN: Your Hugging Face API token (required to access the models)

Technical Details

NewsIA uses a two-stage approach:

Data Processing: Extracts and processes information from various sources
News Generation: Uses a language model to create a coherent news article based on the processed data

The application is designed to run efficiently on Hugging Face Spaces with ZeroGPU resources, using optimized memory management techniques to improve performance.