mAi: #10 - multi-model backend expansion (workflow templates + compare harness)
Path 1 architecture: one comfyui adapter, workflows as data.
- workflow_template.go: embed.FS + token substitution with type-preserving
whole-value placeholders. ${prompt} → string, ${seed} → int64,
${cfg} → float64 — no JSON round-tripping. Partial matches ignored.
- comfyui.go: refactored to load workflow from embedded FS or filesystem
path. Back-compat preserved: workflow: defaults to flux1-schnell.
- workflows/{flux1-schnell,flux2-klein,sd35-medium}.json — bundled
templates. flux1-schnell migrated from hardcoded with identical node IDs.
- compare.go: new `imagen compare` subcommand. Sequential N-backend run
(one GPU on mRock — parallel would OOM), per-backend PNG, sidecar JSON
with per-model metadata + errors, composite contact sheet via Go image
package (no ImageMagick dep).
- Sample config gains flux2-klein-local + sd35-medium-local instances.
- docs/backends.md: architecture rationale + per-model HF download paths
+ how to add a new bundled workflow + compare-harness reference.
Live smoke verified: compare mock + flux-schnell-local at 768×768 →
both PNGs written, sidecar JSON has workflow="flux1-schnell" + full
metadata, contact sheet renders. Worker contract (Request → Generate)
unchanged, so flexsiebels /imagine UI API surface preserved.
Tests: 11 existing comfyui + 6 new workflow_template + 5 new compare
tests, all green.
Adding a new model is now yaml + JSON, never Go.
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@@ -18,6 +18,8 @@ const helpText = `imagen — model-agnostic image generation
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Usage:
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imagen generate <prompt> [flags] generate one image
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imagen compare <prompt> --models a,b,c [flags]
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run one prompt across N backends + contact sheet
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imagen worker [flags] consume the imagen.jobs queue (daemon)
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imagen backends list registered backend types
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imagen config init print a sample imagen.yaml on stdout
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@@ -46,6 +48,8 @@ func main() {
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switch os.Args[1] {
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case "generate":
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err = runGenerate(ctx, args)
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case "compare":
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err = runCompare(ctx, args)
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case "worker":
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err = runWorker(ctx, args)
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case "backends":
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