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ai_alerting [2025/04/30 01:13] – eagleeyenebulaai_alerting [2025/06/18 19:41] (current) – [AI Alerting Wiki] eagleeyenebula
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 ====== AI Alerting Wiki ====== ====== AI Alerting Wiki ======
-* **[[https://autobotsolutions.com/god/templates/index.1.html|More Developers Docs]]**:+[[https://autobotsolutions.com/aurora/wiki/doku.php?id=ai_infinite_consciousnessdoku.php?id=ai_alerting|Wiki]]: [[https://autobotsolutions.com/god/templates/ai_alerting.html|Framework]]: [[https://github.com/AutoBotSolutions/Aurora/blob/Aurora/ai_alerting.py|GitHub]]: [[https://autobotsolutions.com/g-o-d-framework/alerting-system-real-time-email-notifications-for-ai-pipelines/|Article]]:
 ===== Overview ===== ===== Overview =====
-The `ai_alerting.py` script is a critical component of the G.O.D. Framework, designed to provide robust monitoring and alerting capabilities. It ensures timely notifications about critical issues, such as pipeline failures, resource shortages, or other operational anomalies. The script primarily uses email-based alerts but can be extended to support other notification channels as needed.+The ai_alerting.py script is a critical component of the G.O.D. Framework, designed to provide robust monitoring and alerting capabilities. It ensures timely notifications about critical issues, such as pipeline failures, resource shortages, or other operational anomalies. The script primarily uses email-based alerts but can be extended to support other notification channels as needed.
  
-This script is complemented by its HTML guide (`ai_alerting.html`), which provides user-facing documentation to help developers implement, configure, and effectively utilize the alerting system. +This script is complemented by its HTML guide (ai_alerting.html), which provides user-facing documentation to help developers implement, configure, and effectively utilize the alerting system.
- +
----- +
- +
-===== Table of Contents ===== +
-  * [[#Introduction|Introduction]] +
-  * [[#Purpose|Purpose]] +
-  * [[#Key Features|Key Features]] +
-  * [[#Logic and Workflow|Logic and Workflow]] +
-  * [[#Dependencies|Dependencies]] +
-  * [[#Usage|Usage]] +
-  * [[#Best Practices|Best Practices]] +
-  * [[#Role in the G.O.D. Framework|Role in the G.O.D. Framework]] +
-  * [[#Future Enhancements|Future Enhancements]] +
- +
-----+
  
 ===== Introduction ===== ===== Introduction =====
-The `ai_alerting.py` script simplifies event-driven alerting within the G.O.D. Framework by providing easy-to-configure email notifications for critical incidents. It relies on SMTP settings to send alerts to specified recipients. The accompanying HTML file explains the script's configurations and its role as a proactive communication tool. +The ai_alerting.py script simplifies event-driven alerting within the G.O.D. Framework by providing easy-to-configure email notifications for critical incidents. It relies on SMTP settings to send alerts to specified recipients. The accompanying HTML file explains the script's configurations and its role as a proactive communication tool.
- +
-----+
  
 ===== Purpose ===== ===== Purpose =====
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   * **Support Pipeline Execution Monitoring:** Alerts users when an AI pipeline fails or experiences critical errors.   * **Support Pipeline Execution Monitoring:** Alerts users when an AI pipeline fails or experiences critical errors.
   * **Improve Operational Awareness:** Helps stakeholders stay informed of vital system events for timely action.   * **Improve Operational Awareness:** Helps stakeholders stay informed of vital system events for timely action.
- 
----- 
  
 ===== Key Features ===== ===== Key Features =====
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   * **Logging Support:** Logs successful alerts and alerting failures for debugging and auditing purposes.   * **Logging Support:** Logs successful alerts and alerting failures for debugging and auditing purposes.
   * **Extensibility:** Can be expanded to support other communication tools, such as SMS or Slack, in the future.   * **Extensibility:** Can be expanded to support other communication tools, such as SMS or Slack, in the future.
- 
----- 
  
 ===== Logic and Workflow ===== ===== Logic and Workflow =====
-The core logic of `ai_alerting.py` revolves around monitoring critical sections of the code and triggering email alerts upon detecting failures. +The core logic of ai_alerting.py revolves around monitoring critical sections of the code and triggering email alerts upon detecting failures. 
  
 ==== Workflow ==== ==== Workflow ====
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 2. **Error Detection:** 2. **Error Detection:**
-   - Wraps critical operations (e.g., AI pipelines) in a `try-except` block to detect exceptions and errors.+   - Wraps critical operations (e.g., AI pipelines) in a try-except block to detect exceptions and errors.
  
 3. **Alert Generation:** 3. **Alert Generation:**
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 ==== Example Workflow Implementation ==== ==== Example Workflow Implementation ====
 Below is an example of how errors are managed and alerts are triggered: Below is an example of how errors are managed and alerts are triggered:
-```python+   python
 try: try:
     execute_pipeline()  # Critical operation     execute_pipeline()  # Critical operation
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         body=f"The pipeline failed with error: {e}"         body=f"The pipeline failed with error: {e}"
     )     )
-```+  
  
 ---- ----
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 The script relies on lightweight and widely used libraries to manage networking, email, and logging functionality. They include: The script relies on lightweight and widely used libraries to manage networking, email, and logging functionality. They include:
  
-  * **`smtplib`:** Native Python library for connecting to and interacting with SMTP servers to send emails. +  * **smtplib:** Native Python library for connecting to and interacting with SMTP servers to send emails. 
-  * **`email.mime.text`:** Provides support for creating plain-text email bodies. +  * **email.mime.text:** Provides support for creating plain-text email bodies. 
-  * **`logging`:** Logs successful operations and error events to assist with debugging or audits.+  * **logging:** Logs successful operations and error events to assist with debugging or audits.
  
 These dependencies are included in Python's standard library and require no external installation. These dependencies are included in Python's standard library and require no external installation.
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 ===== Usage ===== ===== Usage =====
-Using the `ai_alerting.py` script involves configuring SMTP settings and integrating the alerting system within critical sections of your application.+Using the ai_alerting.py script involves configuring SMTP settings and integrating the alerting system within critical sections of your application.
  
 ==== Steps to Use ==== ==== Steps to Use ====
 1. **Configure SMTP Settings:**   1. **Configure SMTP Settings:**  
    Set the necessary credentials and server details as shown below:    Set the necessary credentials and server details as shown below:
-   ```python+      python
    smtp_settings = {    smtp_settings = {
        "smtp_server": "smtp.mailtrap.io",        "smtp_server": "smtp.mailtrap.io",
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        "password": "your_password",        "password": "your_password",
    }    }
-   ```+ 
  
 2. **Initialize the Alerting System:**   2. **Initialize the Alerting System:**  
-   Create an instance of the `AlertingSystem` class using the configured SMTP settings: +   Create an instance of the AlertingSystem class using the configured SMTP settings: 
-   ```python+      python
    alert = AlertingSystem(smtp_settings)    alert = AlertingSystem(smtp_settings)
-   ```+    
  
 3. **Add Alert Logic to Critical Sections:**   3. **Add Alert Logic to Critical Sections:**  
    Surround critical operations with `try-except` blocks to detect errors and trigger alerts:    Surround critical operations with `try-except` blocks to detect errors and trigger alerts:
-   ```python+      python
    try:    try:
        # Example critical operation        # Example critical operation
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            body=f"Error details: {e}"            body=f"Error details: {e}"
        )        )
-   ```+    
 4. **Run Your Script:**   4. **Run Your Script:**  
    Execute the Python script for your intended workflow. If any critical issues arise, alerts will automatically be sent to the configured recipient.    Execute the Python script for your intended workflow. If any critical issues arise, alerts will automatically be sent to the configured recipient.
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 ===== Best Practices ===== ===== Best Practices =====
-Follow these best practices to use the `ai_alerting.py` script effectively:+Follow these best practices to use the ai_alerting.py script effectively:
   * **Keep SMTP Credentials Secure:** Use environment variables or secure credential management systems to protect sensitive email credentials.   * **Keep SMTP Credentials Secure:** Use environment variables or secure credential management systems to protect sensitive email credentials.
   * **Set Meaningful Alert Subjects and Bodies:** Include enough information in the alert to help stakeholders quickly diagnose and resolve issues.   * **Set Meaningful Alert Subjects and Bodies:** Include enough information in the alert to help stakeholders quickly diagnose and resolve issues.
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 ===== Role in the G.O.D. Framework ===== ===== Role in the G.O.D. Framework =====
-The `ai_alerting.py` script plays a crucial role in maintaining the robustness and reliability of the G.O.D. Framework.+The ai_alerting.py script plays a crucial role in maintaining the robustness and reliability of the G.O.D. Framework.
  
 ==== Contribution to the Framework ==== ==== Contribution to the Framework ====
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 ===== Future Enhancements ===== ===== Future Enhancements =====
-To further enhance the functionality and flexibility of the `ai_alerting.py` script, the following upgrades are proposed:+To further enhance the functionality and flexibility of the ai_alerting.py script, the following upgrades are proposed:
  
   * **Multiple Alert Channels:** Add support for Slack, SMS notifications, or webhook integrations for diversified communication.   * **Multiple Alert Channels:** Add support for Slack, SMS notifications, or webhook integrations for diversified communication.
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 ===== HTML Guide ===== ===== HTML Guide =====
-The `ai_alerting.html` file serves as a user guide for the alerting system and includes the following sections:+The ai_alerting.html file serves as a user guide for the alerting system and includes the following sections:
   * **Introduction:** Overview of alerting system objectives and benefits.   * **Introduction:** Overview of alerting system objectives and benefits.
   * **Configuration Details:** Step-by-step instructions for configuring SMTP settings.   * **Configuration Details:** Step-by-step instructions for configuring SMTP settings.
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 ===== Conclusion ===== ===== Conclusion =====
-The `ai_alerting.py` script provides a robust and extensible solution for detecting and notifying critical issues within the G.O.D. Framework. By enabling instant feedback, the script ensures operational reliability, faster resolution of issues, and enhanced system awareness across stakeholders.+The ai_alerting.py script provides a robust and extensible solution for detecting and notifying critical issues within the G.O.D. Framework. By enabling instant feedback, the script ensures operational reliability, faster resolution of issues, and enhanced system awareness across stakeholders.
ai_alerting.1745975587.txt.gz · Last modified: 2025/04/30 01:13 by eagleeyenebula