limn 0.2.0

A small, privacy-first text-to-image tool: type a prompt, get an image. Bring your own provider.

🖼️ Limn

to limn: to depict or describe; to paint.

A small, privacy-first tool that turns a text description into an image. Type a prompt, get a picture — no account, minimal options, bring your own provider.

pip install limn

limn "a red bicycle against a brick wall" -o bike.png

• Type a description → get an image. That's the whole thing.
• No account, private by default. Your prompts and images are yours. The only network egress is the generation request to the provider you chose.
• Bring your own provider — self-hosted (SwarmUI / any OpenAI-compatible endpoint) or a cloud key (Google Imagen, OpenAI / DALL·E). Swap with one setting.
• Minimal by design. Prompt, size, count, seed. Want power? Install something bigger — Limn stays lean.

Quick start

Pick whichever provider you already have:

# Google Imagen (cheap, ~$0.02/image on the Fast tier)
export GEMINI_API_KEY=...
limn "watercolour fox" --provider gemini

# OpenAI Images
export OPENAI_API_KEY=...
limn "watercolour fox" --provider openai

# Self-hosted SwarmUI
export SWARMUI_BASE_URL=https://image.example.org
limn "watercolour fox" --provider swarmui

# Any OpenAI-compatible /v1/images endpoint (LocalAI, ...)
export OPENAI_BASE_URL=http://localhost:8080/v1
limn "watercolour fox" --provider openai-compatible

Then set your provider once so you never pass --provider again:

limn --init-config        # writes a commented ./limn.yaml template
mv limn.yaml ~/.limn.yaml # personal defaults, used everywhere

Usage

limn "a red bicycle against a brick wall" -o bike.png
limn "watercolour fox" --provider swarmui --size 1024x1024 --count 4 --seed 42

Option	What
-p, --provider	swarmui, openai-compatible, openai, gemini
-m, --model	Model name (provider-specific)
-s, --size	e.g. 1024x1024 (Imagen maps to the nearest aspect ratio)
-n, --count	Number of images (1–10)
--seed	Reproducibility, where the backend supports it (SwarmUI)
--negative	Negative prompt, where supported (SwarmUI)
-o, --out	Output file; default is a slug of the prompt, never overwritten
-c, --config	Explicit config file

Config

Layered, later wins: built-in defaults → ~/.limn.yaml (your provider + keys, set once) → ./limn.yaml → CLI flags. Secrets are referenced as ${VAR} so no plaintext keys live in files:

provider: swarmui
size: [1024, 1024]

providers:            # keep several configured; swap with `provider:`
  swarmui:
    base_url: https://image.example.org
    model: juggernautXL_v9
    api_key: "${SWARMUI_TOKEN}"
  gemini:
    model: imagen-4.0-fast-generate-001

Web UI

pip install "limn[serve]"
limn serve                # opens http://127.0.0.1:5466/ in your browser

One page: type a prompt → Generate → the image appears → Save (to disk), Again (regenerate), or Delete. The session gallery lives in the server process's memory only — nothing touches disk until you click Save.

Binds 127.0.0.1 by default. Binding any other host requires a token (--token, or one is generated and printed); useful flags: --port, --out-dir, --no-browser.

Roadmap

A CLI and a local web UI (this release), then a Tauri desktop app with bring-your-own-provider, plus a rate-limited, non-storing demo.

📄 See SPEC.md for the full specification.

Companion to slide-stream, which shares the same image-provider approach.