https://github.com/abdoomohamedd/article-summarizer-with-gemini-api

A Flask-based app that scrapes content from a given article URL using BeautifulSoup, summarizes it with the Gemini API, and formats the summary for easy reading. Ideal for quick, customizable article summaries.
https://github.com/abdoomohamedd/article-summarizer-with-gemini-api

flask flask-application gemini gemini-api llm llms prompt-engineering python python3

Last synced: 5 months ago
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A Flask-based app that scrapes content from a given article URL using BeautifulSoup, summarizes it with the Gemini API, and formats the summary for easy reading. Ideal for quick, customizable article summaries.

• Host: GitHub
• URL: https://github.com/abdoomohamedd/article-summarizer-with-gemini-api
• Owner: AbdooMohamedd
• Created: 2024-09-09T00:53:21.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2024-09-09T11:00:57.000Z (almost 2 years ago)
• Last Synced: 2025-03-26T07:36:29.700Z (about 1 year ago)
• Topics: flask, flask-application, gemini, gemini-api, llm, llms, prompt-engineering, python, python3
• Language: Python
• Homepage:
• Size: 1.38 MB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Article Summarizer

## Home Page

This is the home page where users can start the process of summarizing an article.

![Home Page](img/home.png)

## Enter the Article URL

On this page, users can enter the URL of the article they want to summarize.

![Enter URL](img/url.png)

## Summarized Article

After submitting the URL, the summarized article is displayed on this page.

![Summay](img/summay.png)

## Instructions

1. **Clone the repository:**

   ```sh

   git clone https://github.com/AbdooMohamedd/Article-Summarizer-with-Gemini-API.git

   ```

2. **Install the required packages:**

   ```sh

   pip install -r requirements.txt

   ```

3. **Generate an API key:**

   Go to [Google AI Studio](https://aistudio.google.com/app/apikey) and generate your API key.

4. **Set up the `GEMINI_API_KEY` environment variable:**

   - **On Windows:**

     1. Open Command Prompt and run:

        ```sh

        set GEMINI_API_KEY=your_api_key_here

        ```

     2. For a permanent setup:

        1. Search for "Environment Variables" in the Start Menu.

        2. Click **Edit the system environment variables** > **Environment Variables**.

        3. Add a new variable `GEMINI_API_KEY` with your API key.

   - **On macOS/Linux:**

     1. Open Terminal and run:

        ```sh

        export GEMINI_API_KEY=your_api_key_here

        ```

     2. For a permanent setup, add the line to `~/.bashrc`, `~/.bash_profile`, or `~/.zshrc`:

        ```sh

        export GEMINI_API_KEY=your_api_key_here

        ```

     3. Apply the changes:

        ```sh

        source ~/.bashrc  # or ~/.bash_profile or ~/.zshrc

        ```

5. **Navigate to the project folder:**

   ```sh

   cd path/to/your/project

   ```

6. **Run the application:**

   ```sh

   python app.py

   ```