https://github.com/adithya-s-k/diffusechain

🎨Streamlining the creation of consistent diffusion images with AI-powered prompt optimization, seamless model/API integration, functional chains, training pipelines, and integrated storage
https://github.com/adithya-s-k/diffusechain

automatic1111 stable-diffusion stable-diffusion-api stable-diffusion-webui stable-diffusion-webui-api

Last synced: 6 months ago
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🎨Streamlining the creation of consistent diffusion images with AI-powered prompt optimization, seamless model/API integration, functional chains, training pipelines, and integrated storage

• Host: GitHub
• URL: https://github.com/adithya-s-k/diffusechain
• Owner: adithya-s-k
• License: mit
• Created: 2023-07-06T18:26:12.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-07-24T19:23:13.000Z (about 2 years ago)
• Last Synced: 2025-02-14T13:48:21.500Z (8 months ago)
• Topics: automatic1111, stable-diffusion, stable-diffusion-api, stable-diffusion-webui, stable-diffusion-webui-api
• Language: Jupyter Notebook
• Homepage: https://diffusechain.gitbook.io/
• Size: 1.12 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# 🎨🔗Diffusechain

`diffusechain` is a code-first library that simplifies the generation of consistent and predictable stable diffusion based images. It acts as a wrapper around existing frameworks, abstracting the complexities and providing easy-to-use functionality. Whether you want to optimize prompts, generate consistent images, or manage storage, `diffusechain` has got you covered.

## ⬇️ Quick Install

```python

pip install diffusechain

```

## ⚙️ Core Features

- **Prompt Engine:** Optimize your prompts using large language models (LLMs).

- **Models/APIs:** Easily interact with various UI platforms like `automatic1111`.

- **Chains:** Define sequences of functions for consistent results. Example: Generate consistent QR code images, consistent face generation.

- **Pipelines:** Train and fine-tune models. Generate LLMs, LORAs, and checkpoints.

- **Storage:** Integrated with various storage providers like AWS S3, Cloudinary, and many more.

![Diffusechain.png](https://res.cloudinary.com/dbl53sidm/image/upload/v1689106774/Diffusechain_hijtei.png)

## 👨🏼‍💻Usage

`Diffusechain` is designed to be used in conjunction with `Automatic1111` and `Diffusers`. It makes it easier to interact with these libraries and allows you to easily automate image generation workflows.

## 🤝 Contributing

Contributions are welcome! Please check out the todos below, and feel free to open a pull request. For more information, please see the contributing guidelines.

## 📜 License

`Diffusechain` is licensed under the MIT License. See the LICENSE file for more details.

## Acknowledgements

- This project is built upon the `diffusers`, `Automatic1111` libraries by independent contributors, but it is in no way affiliated with these projects.

- In the initial development of `diffusechain`, we utilized code from the [sdwebuiapi](https://github.com/mix1009/sdwebuiapi) project for one of our library components. We greatly appreciate the work done by the creators of `sdwebuiapi` and would like to acknowledge their contribution to the open-source community.

- This project is meant to be used as a tool for prototyping and is still not ready for production use. Please use it responsibly.

## **Contact**

Adithya S K - [@adithya_s_k](https://twitter.com/adithya_s_k)

Project Link: [https://github.com/adithya-s-k/diffusechain](https://github.com/yourusername/diffusechain)