AWS Cloud Tweet Generator

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🥇 The Project

AWS cloud native Tweet generator leveraging NLP text generation models to generate Tweets based off trending hashtags in the past 24 hours.

• Ingests currently trending hashtags
• Scrapes tweets associated to the hashtags
• Uses generative text model to fabricate artificial tweets about trending topics
• Provides frontend to use generator
• Posts a generated Tweet to Twitter once a day

⚙️ See it in Action

• Check out the interactive frontend to use the generator: https://tweetbot-frontend-q27ovwhhdq-uc.a.run.app
• Follow our Bot on Twitter here 🐦

📊 Project Architecture

💻 Frontend

Environment Setup

Install Dependencies

python -m venv env
source env/bin/activate

make install

Environment Variables

The project requires four environment variables to be set:

Name	Value
API_TOKEN	Your Twitter API Bearer Token
BUCKET_NAME	Name of the S3 Bucket to use for data storage
ACCESS_KEY_ID	Your AWS Access Key ID
SECRET_ACCESS_KEY	Your AWS Secret Access Key