metadata

title: Solo Project
emoji: 💬
colorFrom: yellow
colorTo: purple
sdk: gradio
sdk_version: 4.36.1
app_file: app.py
pinned: false

An example chatbot using Gradio, huggingface_hub, and the Hugging Face Inference API.

AI-Driven Content Generation and Moderation Bot

Overview

This project provides an AI-driven content generation and moderation system for a social media platform. The system generates engaging content based on user inputs and moderates user-generated content to ensure compliance with community guidelines. It utilizes Generative AI models and moderation algorithms to deliver a seamless experience.

Features

Content Generation: Create posts based on user prompts.
Content Moderation: Detect and filter inappropriate or harmful content.
Image Generation: Create images based on user descriptions.
Image Moderation: Classify and moderate images.
Interactive Interface: User-friendly web interface using Gradio for generating and moderating content.

Prerequisites

Ensure you have the following installed:

Python 3.7+
Pip (Python package installer)
Virtual Environment (optional but recommended)

Installation

Clone the Repository

git clone https://github.com/karwanjiru/solo-project
cd solo-project

Set Up a Virtual Environment (Optional but recommended)

python -m venv venv
source venv/bin/activate  
On Windows use
`venv\Scripts\activate`

Install Dependencies
```
pip install -r requirements.txt
```

Running the Application

Start the Application

Run the application using the following command:
```
python app.py
```
This will launch a Gradio interface in your default web browser.
Access the Web Interface

Open your web browser and navigate to http://localhost:7860 (or the URL provided in the terminal) to access the Gradio interface.

Usage

Content Generation

Navigate to the "Generate Post" tab in the Gradio interface.
Enter a prompt in the "Post Prompt" textbox.
Adjust parameters such as "Max new tokens," "Temperature," and "Top-p" as needed.
Click "Generate Post" to create a new post based on your prompt.

Content Moderation

Navigate to the "Moderate Post" tab.
Enter the content of the post you want to moderate in the "Post Content" textbox.
Click "Moderate Post" to check if the content adheres to community guidelines.

Image Generation

Navigate to the "Generate Image" tab.
Enter a prompt for the image generation in the "Image Prompt" textbox.
Click "Generate Image" to create a new image based on your prompt. This may take a while to run

Image Moderation

Navigate to the "Moderate Image" tab.
Upload an image, use web cam or paste from clipboard for moderation.
Click "Moderate Image" to check if the image adheres to community guidelines.

Contributing

If you would like to contribute to this project, please fork the repository and create a pull request with your changes. Follow the guidelines outlined in the CONTRIBUTING.md file.

License

This project is licensed under the MIT License. LICENSE file for details coming soon.

Contact

For any questions or support, please contact Diana Wanjiru.