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troubleshooting.md

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Troubleshooting

This guide helps resolve common issues with the Agent Starter Pack.

Authentication Issues

For detailed information on authentication with Vertex AI, visit the official documentation.

"Could not find credentials" or "Could not find project" Error

Problem: Missing credentials error with Vertex AI.

Solution:

  1. Log in to Google Cloud: gcloud auth login --update-adc
  2. Set the correct project: 
    gcloud config set project YOUR_PROJECT_ID
gcloud auth application-default set-quota-project YOUR_PROJECT_ID

Vertex AI API Not Enabled

Problem: Operations fail because the Vertex AI API is not enabled in your project.

Solution:

  1. Enable the Vertex AI API:

    gcloud services enable aiplatform.googleapis.com

  2. Verify the API is enabled:

    gcloud services list --filter=aiplatform.googleapis.com

Permission Denied Errors

Problem: "Permission denied" errors with Google Cloud APIs.

Solution: Ensure your user or service account has the necessary IAM roles. For example, for Vertex AI, you often need roles/aiplatform.user. Grant roles using the gcloud projects add-iam-policy-binding command or the Cloud Console.

Command Not Found: agent-starter-pack

Problem: "Command not found" error after installation.

Solution:

  1. Verify installation: 
    pip list | grep agent-starter-pack
  2. Check PATH: 
    echo $PATH
  3. Reinstall if needed: 
    pip install --user agent-starter-pack
  4. For pipx: 
    pipx ensurepath
source ~/.bashrc  # or ~/.zshrc

Project Creation Issues

Project Creation Fails

Problem: agent-starter-pack create fails.

Solution:

  1. Check Error Messages: Examine output for clues.
  2. Write Permissions: Ensure write access to the directory.
  3. Project Name: Use lowercase letters, numbers and hyphens only.
  4. Debug Mode: Consider using debug mode to get more detailed error information: 
    agent-starter-pack create my-project-name --debug

Issues with Agent Engine

Consider leveraging the public product documentation

Getting More Help

If issues persist:

  1. Check GitHub Issues: Search for existing Github issues in the agent-starter-pack Github repository.

  2. File a New Issue: Provide:

    • Problem description.
    • Steps to reproduce.
    • Error messages (preferably run with --debug flag for detailed logs).
    • Environment: OS, Python version, agent-starter-pack version, installation method, shell.