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OpenAI Anomaly Detector & Email Trigger

This repo analyzes the latest data, and detects any anomalies (if found). If an anomaly is detected, it sends an email to a registered email address. Also, provided with a very handy file deploy_to_aws_lambda.py to run this on your own at absolutely fraction of a cost.

Pipeline

  • Provide maintainance and hosting of this.
  • Select custom Anomaly detection algorithms
  • Plug & Play their own Anomaly detection algorithms

Support Me

"Buy Me A Coffee"

Getting Started

To use this script, you will need the following:

  1. A database to store the timeseries data. You can use any database of your choice like MySQL, PostgreSQL, SQLite, etc.
  2. A registered email address to receive alerts.

Setup

  1. Dev Setup
git clone https://github.com/your-username/api-request-anomaly-detector.git
python -m venv venv
source venv/bin/activate
pip install requests pandas sqlite3 smtplib
  1. Edit the config.py file to set the following variables:
  2. Deploy to AWS Lambda
python deploy_to_aws_lambda.py

THAT'S IT!

The script will start pinging the API endpoint every 6 minutes and storing the data in the database. If an anomaly is detected, it will send an email to the registered email address.

Contributing

If you find a bug or want to contribute to this project, please create a pull request or submit an issue.

License

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

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