stability-rest

Stability Rest Client

This is a rest client to interface with Stability.ai's API. As this requires an API key, server-side usage is recommended.

⚠️ This is a work in progress. Stability.ai Rest API is still in beta and is subject to change.

Installation

$ npm install stability-rest

Usage

Typescript

import {
  ClipGuidancePreset,
  GenerationSampler,
  StabilityClient,
  WellKnownEngine,
} from "stability-rest";
import * as fs from "fs";

const client = new StabilityClient(process.env.STABILITY_API_KEY);

client.generation
  .textToImagePng(
    WellKnownEngine["stable-diffusion-512-v2-1"],
    "a pale blue planet in the depth of the space",
    {
      width: 512,
      height: 512,
      cfg_scale: 7.0,
      sampler: GenerationSampler.K_EULER_ANCESTRAL,
      clip_guidance_preset: ClipGuidancePreset.FAST_BLUE,
      steps: 20,
      samples: 1,
      seed: 10,
    }
  )
  .then((response) => {
    fs.writeFileSync("out.png", response.data);
  });

Javascript

const {
  StabilityClient,
  WellKnownEngine,
  GenerationSampler,
  ClipGuidancePreset,
} = require("stability-rest");
const fs = require("fs");

const client = new StabilityClient(process.env.STABILITY_API_KEY);

client.generation
  .textToImagePng(
    WellKnownEngine["stable-diffusion-512-v2-1"],
    "a pale blue planet in the depth of the space",
    {
      width: 512,
      height: 512,
      seed: 123,
      cfg_scale: 7.0,
      sampler: GenerationSampler.K_EULER_ANCESTRAL,
      clip_guidance_preset: ClipGuidancePreset.FAST_BLUE,
      steps: 20,
      samples: 1,
    }
  )
  .then((response) => {
    fs.writeFileSync("out.png", response.data);
  });

API

This client maps 1-1 with the Stability API. For more information, please refer to the API documentation.

const client = new StabilityClient(process.env.STABILITY_API_KEY);

// UserResource
client.user.account(); // GET /user/account
client.user.balance(); // GET /user/balance

// EngineResource
client.engine.list(); // GET /engines/list

// GenerationResource
client.generation.textToImage(engineId, prompt, options); // POST /generation/:engineId/text-to-image

client.generation.textToImagePng(engineId, prompt, options); // POST /generation/:engineId/text-to-image - this one returns an arraybuffer.

Helpers

getArtifactBuffer(artifact)

Convert an artifact base64 string to a buffer.

WellKnownEngine

A list of well-known engines. This might be outdated as it is statically defined. You can also call StablityClient.engine.list() to get a list of all engines.

Contributing

Contributions are welcome! Please open an issue or PR. There are no guidelines yet, but please follow the existing code style.

TODO

List of things that need to be done:

• Match v1.0.0 of the API once it is released.
• Improve tests, checks for schema equality, etc.
• Refactor, removing duplicates code.
• Multiple prompts with different weights.
• Prompt builder.

Environment Setup

1. Clone the repo
2. Install dependencies 3. Create a .env file with your API key. Set the key as STABILITY_API_KEY.
3. Make contributions
4. Run tests ^[1]

$ npm run test

Then create a PR once all the tests pass.

Important Notes on Tests ¹

We do not mock the API calls in the tests. This is to ensure that the client is working as expected. However, this means that you need to have a valid API key to run the tests.

⚠️ Please do not use your production API key to run the tests. You can create a new API key in DreamStudio. Running the tests might consume your API quota.

License

MIT © Aditya Purwa