https://github.com/ai-naymul/blog-generation-llama-2

https://github.com/ai-naymul/blog-generation-llama-2

Last synced: 29 days ago
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• Host: GitHub
• URL: https://github.com/ai-naymul/blog-generation-llama-2
• Owner: ai-naymul
• Created: 2024-05-08T18:15:47.000Z (8 months ago)
• Default Branch: main
• Last Pushed: 2024-06-01T08:16:18.000Z (7 months ago)
• Last Synced: 2024-06-01T09:31:55.891Z (7 months ago)
• Language: Python
• Size: 2.93 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Blog Generator App

## Overview

This application utilizes the LLaMA 2 model to generate blog posts based on user input. It is built using Streamlit and leverages the `langchain` library for prompt engineering and model interaction.

## Features

- **Interactive UI**: Built with Streamlit, providing a user-friendly interface.

- **Customizable Blog Generation**: Users can specify the blog topic, the number of words, and the style of the blog (e.g., for Researchers, Data Scientists, or Common People).

## Installation

To run this application, you need to install the required dependencies listed in `requirements.txt`.

```bash

pip install -r requirements.txt

```

## Usage

Start the application by running the following command:

```bash

streamlit run app.py

```

Navigate to the provided local URL in your web browser to interact with the application.

## How It Works

1. **Input Blog Details**: Enter the topic, number of words, and select the blog style.

2. **Generate Blog**: Click the "Generate" button to produce the blog content.

The backend logic utilizes the `CTransformers` model from the `langchain` library to generate responses based on the provided prompts.

## Code Structure

- `main.py`: Contains the Streamlit application setup and blog generation logic.

- `requirements.txt`: Lists all the necessary Python libraries.

Refer to the `main.py` for detailed implementation:

```python

python main.py

```

## License

This project is licensed under the MIT License - see the LICENSE file for details.