Abstracts Extractor

Extract and process abstracts from emails labeled as "Papers" in your Gmail account, and get them cleaned up using the power of gpt-3.5-turbo.

Table of Contents

1. Features
2. Setup and Installation
   • Requirements Installation
   • GCP Project & Authentication
3. Usage
4. Contribution
5. License

Features

• Automated Email Fetching: Fetches emails from Gmail labeled as "Papers".
• Abstract Extraction: Extracts abstracts from these emails for consolidated reading.
• Natural Language Processing: Uses gpt-3.5-turbo to process and clean up the abstracts.
• Consolidated Output: Saves cleaned abstracts to a file.

Setup and Installation

Requirements Installation

To set up and run the project locally:

1. Clone this repository:

git clone https://github.com/AlefAlfa/AbstractsExtractor.git
cd AbstractsExtractor

2. Install the required packages:

pip install -r requirements.txt

GCP Project & Authentication

Before you can fetch emails, you need to authenticate with your Gmail using OAuth2. Follow these steps:

1. Go to the Google Cloud Platform Console.
2. Create a new project.
3. Enable the Gmail API for your project.
4. Setup OAuth2 credentials.
5. Download the credentials.json and place it in the root directory of this project.
6. For a detailed step-by-step tutorial on these, you can refer to this guide.

Usage

Once set up, you can run the main script to fetch, extract, and process abstracts:

python main.py

The cleaned abstracts will be saved in an output file in the project directory.

Contribution

Feel free to fork this project and make any contributions you think will benefit the project. Pull requests are warmly welcome.

License

This project is licensed under the MIT License. See the LICENSE file for more details.

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Thank you for using or contributing to this project!