How Did I Make My Local AI Assistant “Workflow-Aware”?

📰 Medium · AI

Learn how to make a local AI assistant workflow-aware using a deterministic continuation engine with Telegram, Ollama, and Open WebUI

advanced Published 14 May 2026

Action Steps

Set up a Telegram bot to interact with your AI assistant
Configure Ollama to enable workflow-awareness
Integrate Open WebUI for a user-friendly interface
Implement a deterministic continuation engine to manage workflows
Test and refine your workflow-aware AI assistant

Who Needs to Know This

AI engineers and researchers can benefit from this tutorial to improve their local AI assistants, while product managers can use this to enhance user experience

Key Insight

💡 A deterministic continuation engine can enhance the capabilities of a local AI assistant by making it workflow-aware