Open WebUI was blocking image attachments to the Image Studio model
because mistral-nemo:12b isn't vision-capable. Two changes:
- capabilities.vision flipped to true in the preset JSON. The Tool
only needs the image to make it through __messages__ / __files__
to call edit_image; the actual visual processing happens in
ComfyUI's img2img, not in the LLM. Setting the flag unlocks the
attach-image UI without lying about what mistral-nemo can do.
- System prompt now tells the LLM explicitly: "you may not be able
to visually inspect the attached image — that is fine. Trust the
user's description and call edit_image." Prevents the LLM from
refusing or hedging when it gets an image it can't see.
Documented the upgrade path in image_studio.md for users who want
real vision (qwen2.5vl:7b, llama3.2-vision:11b, minicpm-v:8b — pick
one, add to init-models.sh, swap base_model_id in the preset). The
vision LLM can then write smarter edit_image calls from the image
content rather than the user's description alone.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
comfyui-nvidia
ComfyUI image-generation backend, NVIDIA-accelerated, fronted by Open WebUI for multi-user chat and image generation/editing.
Built from the official ComfyUI manual install for
NVIDIA — no
third-party base image. CI publishes the image to
git.anomalous.dev/alphacentri/comfyui-nvidia on every v* tag (see
.gitea/workflows/release.yml).
Repository layout
| Path | What |
|---|---|
Dockerfile |
ComfyUI on NVIDIA, manual-install pattern |
workflows/ |
txt2img + img2img workflow JSONs and node mappings |
deployments/ai-stack/ |
The deployment — compose, Caddyfile, env, model preseed |
.gitea/workflows/ |
Release pipeline (build & push image on tag) |
Deploy
The full stack — Caddy + Ollama + ComfyUI + Open WebUI (+ optional
Anubis) — lives under deployments/ai-stack/.
Bring-up steps, host prerequisites, Open WebUI workflow wiring, and
gotchas are in deployments/ai-stack/README.md.
Replaces
This repo supersedes the previous figment + segment + Forge stack. ComfyUI's node graph covers everything those services provided (txt2img, img2img, inpaint, mask generation via SAM/GroundingDINO custom nodes), and Open WebUI talks to it natively.