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Just deployed a self-hosted sentiment analysis service on AKS using Ollama!

10 April 2026 · 52 views

Built a complete solution with:

  • Terraform and Powershell scripts to automate the deployment in the Whizlabs sandbox
  • Multi-container architecture (Ollama + LLM adapter + Flask API)
  • ConfigMap-driven prompt + proper health probes.

Everything running smoothly in the Whizlabs sandbox. This was part of my hands-on AZ-400 practice project, combining my daily Azure DevOps work with AI-102 knowledge.

Planning to record a short video walkthrough in the next session.

Next up is deploying it via Azure pipeline in cross-subscriptions (different subscriptions for AKS and the CI/CD pipeline).

Sentiment API test request and Ollama response

Co-authored with Claude.

If this was useful, you can buy me a coffee.

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