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What is ilab-gpt-conjure?

kadevin/ilab-gpt-conjure — explained in plain English

Analysis updated 2026-05-18

339PythonAudience · vibe coderComplexity · 2/5LicenseSetup · moderate

In one sentence

A local web app for generating images with GPT-image-2, with a reference image library, prompt templates, task queue, and searchable history.

Mindmap

mindmap
  root((GPT Conjure))
    What it does
      Local image generation UI
      Reference image library
      Prompt templates
    Tech stack
      Python FastAPI backend
      SQLite history
      TypeScript frontend
    Use cases
      Product photo generation
      Reusable prompt templates
      Batch CLI generation
    Audience
      Vibe coders
      AI art hobbyists

Code map

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What do people build with it?

USE CASE 1

Generate product photos or reference images locally with GPT-image-2.

USE CASE 2

Build a reusable prompt template library for repeated image generation styles.

USE CASE 3

Run multiple image generation tasks in parallel and track them in one queue.

USE CASE 4

Search and revisit past generated images through a local history page.

What is it built with?

PythonFastAPITypeScriptSQLite

How does it compare?

kadevin/ilab-gpt-conjuretencent-hunyuan/hy3d-benchzarazhangrui/personalized-podcast
Stars339336358
LanguagePythonPythonPython
Setup difficultymoderatehardeasy
Complexity2/54/52/5
Audiencevibe coderresearchervibe coder

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · moderate Time to first run · 30min

Requires Python 3.11+ and an OpenAI-compatible API key, a portable no-install zip is also available.

You may use and modify the code freely, but if you run a modified version as a network service, you must publish that modified source code to your users.

So what is it?

iLab GPT Conjure is a web interface for generating images with OpenAI's GPT-image-2 model, running locally on your own machine. You open it in a browser, type a prompt, add reference images if you want, and submit. The app sends the request to an image generation API and shows you the results in a task list on the left with a preview panel on the right. It is built with Python and FastAPI and can be installed via a git clone or downloaded as a portable zip that requires no installation. The prompt editor supports three types of quick-insert shortcuts. Typing at-sign searches your local reference image library and inserts a selected image as a reference for the generation. Typing a hash sign inserts a hex color code, which is useful for pinning a brand color or background shade. Typing a tilde inserts a saved prompt snippet, which shows as a short tag in the editor but expands into the full text when the request is sent. Longer reusable prompt structures can be saved as full templates and recalled from a template library. The app runs multiple generation tasks in parallel and keeps a queue for pending ones. A history page backed by a local database lets you browse, search, and filter past results with thumbnail previews. Individual results can be retried, downloaded, archived, or added to your shared reference image library for use in future generations. Two connection modes are available. The recommended mode connects to any OpenAI-compatible image API by configuring a base URL, API key, and model name in the settings. An advanced mode can reuse a local Codex or ChatGPT login session to call internal endpoints, but this is flagged as unstable and only suitable for personal local use. The interface supports switching between Chinese and English. A command-line interface is also included for scripting and batch use. The license is AGPL-3.0.

Copy-paste prompts

Prompt 1
Help me set up iLab GPT Conjure with an OpenAI-compatible API for local image generation.
Prompt 2
Show me how to save and reuse a prompt template in iLab GPT Conjure.
Prompt 3
Explain the at-sign, hash, and tilde quick-insert shortcuts in the prompt editor.
Prompt 4
How do I use the iLab GPT Conjure CLI to batch generate images from a script?

Frequently asked questions

What is ilab-gpt-conjure?

A local web app for generating images with GPT-image-2, with a reference image library, prompt templates, task queue, and searchable history.

What language is ilab-gpt-conjure written in?

Mainly Python. The stack also includes Python, FastAPI, TypeScript.

What license does ilab-gpt-conjure use?

You may use and modify the code freely, but if you run a modified version as a network service, you must publish that modified source code to your users.

How hard is ilab-gpt-conjure to set up?

Setup difficulty is rated moderate, with roughly 30min to a first successful run.

Who is ilab-gpt-conjure for?

Mainly vibe coder.

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