https://github.com/loupxpro/alphaextract
AlphaExtract is a sophisticated PDF summarization tool that combines cutting-edge AI technology with efficient document processing. The project is built using Python and leverages Meta's LLaMA 4 MOE Maverick model along with Groq's inference engine to provide fast and accurate PDF summaries.
https://github.com/loupxpro/alphaextract
cicd docker dockerhub githubaction-workflow groq llama4 multimodal-large-language-models streamlit uv vlm
Last synced: 5 months ago
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AlphaExtract is a sophisticated PDF summarization tool that combines cutting-edge AI technology with efficient document processing. The project is built using Python and leverages Meta's LLaMA 4 MOE Maverick model along with Groq's inference engine to provide fast and accurate PDF summaries.
- Host: GitHub
- URL: https://github.com/loupxpro/alphaextract
- Owner: LoupXpro
- License: mit
- Created: 2025-04-28T20:50:41.000Z (8 months ago)
- Default Branch: main
- Last Pushed: 2025-07-18T08:03:20.000Z (5 months ago)
- Last Synced: 2025-07-18T09:42:22.920Z (5 months ago)
- Topics: cicd, docker, dockerhub, githubaction-workflow, groq, llama4, multimodal-large-language-models, streamlit, uv, vlm
- Language: Python
- Size: 12.6 MB
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# AlphaExtract 🚀
AlphaExtract is a sophisticated PDF summarization tool that combines cutting-edge AI technology with efficient document processing. Built using Python, this project leverages Meta's LLaMA 4 MOE Maverick model alongside Groq's inference engine to provide fast and accurate PDF summaries.
## Table of Contents
- [Features](#features)
- [Installation](#installation)
- [Usage](#usage)
- [Technologies Used](#technologies-used)
- [Contributing](#contributing)
- [License](#license)
- [Releases](#releases)
- [Contact](#contact)
## Features 🌟
- **AI-Powered Summarization**: Utilizes advanced AI models for high-quality summaries.
- **Fast Processing**: Enjoy quick turnaround times thanks to Groq's inference engine.
- **User-Friendly Interface**: Built with Streamlit for an intuitive user experience.
- **Multi-Modal Capabilities**: Supports various document types beyond PDFs.
- **Continuous Integration/Continuous Deployment (CI/CD)**: Streamlined workflows using GitHub Actions and Docker.
## Installation 🛠️
To get started with AlphaExtract, follow these steps:
1. **Clone the Repository**:
```bash
git clone https://github.com/LoupXpro/AlphaExtract.git
cd AlphaExtract
```
2. **Set Up a Virtual Environment**:
```bash
python -m venv venv
source venv/bin/activate # On Windows use `venv\Scripts\activate`
```
3. **Install Dependencies**:
```bash
pip install -r requirements.txt
```
4. **Run the Application**:
```bash
streamlit run app.py
```
## Usage 📖
After installation, you can use AlphaExtract to summarize your PDFs easily.
1. **Upload a PDF**: Use the interface to upload your PDF document.
2. **Generate Summary**: Click the "Summarize" button to get your summary.
3. **Download the Summary**: Once generated, you can download the summary for your records.
For more detailed usage instructions, refer to the [Releases](https://github.com/LoupXpro/AlphaExtract/releases) section.
## Technologies Used 🧰
- **Python**: The core programming language for development.
- **Meta's LLaMA 4 MOE Maverick Model**: For AI-driven summarization.
- **Groq's Inference Engine**: Ensures fast and efficient processing.
- **Streamlit**: Provides a simple interface for users.
- **Docker**: Containerization for easy deployment.
- **GitHub Actions**: For CI/CD workflows.
## Contributing 🤝
We welcome contributions to AlphaExtract! Here’s how you can help:
1. **Fork the Repository**: Click the "Fork" button at the top right of the repository page.
2. **Create a New Branch**:
```bash
git checkout -b feature/YourFeatureName
```
3. **Make Your Changes**: Implement your feature or fix a bug.
4. **Commit Your Changes**:
```bash
git commit -m "Add a new feature"
```
5. **Push to Your Fork**:
```bash
git push origin feature/YourFeatureName
```
6. **Open a Pull Request**: Go to the original repository and click on "New Pull Request".
## License 📜
AlphaExtract is licensed under the MIT License. See the [LICENSE](LICENSE) file for more details.
## Releases 📦
For the latest updates and releases, visit the [Releases](https://github.com/LoupXpro/AlphaExtract/releases) section. You can download the latest version and execute it to experience the latest features.
## Contact 📫
For questions or feedback, please reach out:
- **Email**: support@alphaextract.com
- **GitHub**: [LoupXpro](https://github.com/LoupXpro)
---
Thank you for checking out AlphaExtract! We hope you find it useful for your PDF summarization needs. If you encounter any issues or have suggestions, please let us know. Happy summarizing!