Flux Kontext + Ollama in ComfyUI

I designed a lightweight LLM-powered workflow to improve consistency and quality in image prompting. The process begins with Microsoft’s Florence 2 vision model, which analyzes and describes the content of the input image. This description is then combined with user input using Ollama to create a richer, more context-aware prompt. Finally, the refined prompt is passed to the Flux Kontext model to generate the resulting image.

Download the workflow: Flux Kontext + Ollama