Integrated OpenAI GPT and Google Cloud Storage

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📅 2024-02-01 — Session: Integrated OpenAI GPT and Google Cloud Storage

🕒 14:30–15:10
🏷️ Labels: Openai, Api Security, Google Cloud, Evaluator, Integration
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal

The session aimed to integrate OpenAI’s GPT models into an Evaluator class for educational purposes and to manage API keys securely using best practices. Additionally, it focused on integrating Google Cloud Storage into applications.

Key Activities

  • Implemented integration of OpenAI GPT models within an Evaluator class to evaluate student responses, ensuring secure API key storage using environment variables.
  • Reviewed best practices for managing API keys, including the use of environment variables, secret management services, and CI/CD pipeline automation.
  • Managed OpenAI API key access in the Evaluator class using Google Cloud’s Secret Manager.
  • Integrated Google Cloud Storage into applications, covering bucket creation, configuration, authentication, and file operations.
  • Adapted the Evaluator for secure API calls, ensuring sensitive files like .env are excluded from Git repositories.
  • Set up Google Cloud Storage using the gcloud CLI, configuring permissions for application service accounts.

Achievements

  • Successfully integrated OpenAI’s GPT models into the Evaluator class with secure API key management.
  • Established a secure method for managing sensitive files in Git.
  • Configured Google Cloud Storage for application integration.

Pending Tasks

  • Further testing of the Evaluator class integration with OpenAI GPT models in a production environment.
  • Continuous monitoring and updating of security practices for API key management.

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