To keep the project cost-efficient and fully self-hosted, Octogram currently uses Ollama + Gemma for AI-powered operational insights instead of cloud-hosted LLM APIs.
The AI assistant is available primarily for demo purposes, while the core workflow remains fully functional:
✅ Fivetran → BigQuery synchronization ✅ Automated alert generation ✅ Telegram notifications ✅ Hospital operations dashboard
Note: Some integrations currently rely on trial services such as Fivetran, which are demonstrated in the submission video.
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