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What is gpt-image-2-unlocked-api-toolkit?

ipinputra/gpt-image-2-unlocked-api-toolkit — explained in plain English

Analysis updated 2026-05-18

185Audience · developerComplexity · 2/5LicenseSetup · moderate

In one sentence

An orchestration layer over OpenAI's GPT-Image-2 and Claude APIs for generating and editing images from text prompts.

Mindmap

mindmap
  root((repo))
    What it does
      Expands prompts
      Falls back across APIs
      Keeps a consistent style
    Tech stack
      Python
      OpenAI API
      Claude API
    Use cases
      Batch image generation
      Natural language editing
      Multilingual prompting
    Audience
      Digital artists
      Marketers
      Developers

Code map

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filefunction / class

What do people build with it?

USE CASE 1

Generate a batch of images that share a locked artistic style.

USE CASE 2

Edit an already generated image using a plain language instruction.

USE CASE 3

Blend two visual styles together to explore a new look.

USE CASE 4

Prompt in one of 47 supported languages while output stays consistent.

What is it built with?

PythonOpenAI APIClaude APIYAML

How does it compare?

ipinputra/gpt-image-2-unlocked-api-toolkit23k65a1408/create-aeronautics-skywards8015238355/mm2-analytics-dashboard-2026
Stars185185185
Setup difficultymoderatemoderatemoderate
Complexity2/53/52/5
Audiencedevelopergeneralgeneral

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+, 8GB+ RAM, and OpenAI and Claude API keys.

MIT license: free to use commercially, modify, distribute, sublicense, and use privately, as long as you keep the copyright notice.

So what is it?

VisionCraft AI is a wrapper and orchestration layer built on top of OpenAI's GPT-Image-2 model and the Claude API, aimed at generating and editing images from text prompts. Instead of sending a prompt straight to one API, it expands short prompts into more detailed descriptions, can fall back from OpenAI to Claude or a local model if needed, and tries to keep a consistent visual style across multiple generations from the same session. Features described include locking an artistic style across a batch of generations, scaling image detail based on how many tokens are budgeted, editing an already generated image using a natural language instruction, generating multiple style variations within one theme, blending two or more styles together, keeping a version history of past generations, and creating up to 25 images at once with progressive refinement. The interface is described as working on mobile, tablet, desktop, and terminal, with prompts accepted in 47 languages while output stays consistent. It also lists a self hosted deployment option, audit logging of each generation, and no user tracking. To install it, you need Python 3.11 or newer, at least 8 GB of RAM, with 16 GB recommended for batch generation, and 500 MB of disk space, plus an internet connection for API calls. Setup involves installing dependencies with pip, adding your OpenAI and Claude API keys to an environment file, and starting the tool with a serve command. Configuration is also possible through a YAML profile file that sets the default and fallback engine, style anchor text, resolution tier, and export formats like PNG, JPG, or WebP. The project is licensed under the MIT License, which allows commercial use, modification, distribution, and private use. The README notes it is not affiliated with OpenAI or Anthropic and that users are responsible for following the terms of service of whichever API they connect to.

Copy-paste prompts

Prompt 1
Help me write a visioncraft_profile.yaml for GPT-Image-2-Unlocked-API-Toolkit with a cinematic style anchor.
Prompt 2
Walk me through installing GPT-Image-2-Unlocked-API-Toolkit and setting my OpenAI and Claude API keys.
Prompt 3
Show me a visioncraft generate command for GPT-Image-2-Unlocked-API-Toolkit that outputs 3 high resolution PNGs.
Prompt 4
Explain how the fallback between OpenAI and Claude works in GPT-Image-2-Unlocked-API-Toolkit.

Frequently asked questions

What is gpt-image-2-unlocked-api-toolkit?

An orchestration layer over OpenAI's GPT-Image-2 and Claude APIs for generating and editing images from text prompts.

What license does gpt-image-2-unlocked-api-toolkit use?

MIT license: free to use commercially, modify, distribute, sublicense, and use privately, as long as you keep the copyright notice.

How hard is gpt-image-2-unlocked-api-toolkit to set up?

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

Who is gpt-image-2-unlocked-api-toolkit for?

Mainly developer.

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