Introducing: infinite scannable QR codes with @LangChainAI, @StabilityAI StableDiffusion, ControlNet, and Deep Lake.
We've tried multiple approaches and rounded up the best ones. See how it's built:
There has been a bunch of QR GenAI projects. They all these problems:
- Low configurability: everything is manual.
- Lack of testing: non-scannable QR codes aren't automatically discarded.
- Lack of relevance due to lack of context: brands can't reuse the QR styles.
We fixed it
1. Deep Lake Vector Store to ground in context of the website
2. Use LangChain to connect data to Stable Diffusion
3. Use Stable Diffusion for generation and ControlNet to ground the images in styles & create scannable codes.
4. ComfyUI & Automatic1111 for GUIs for the process.
Here's an open-source notebook you can try:
activeloop.ai/resources/build-an-ai-qr-code-generator-with-control-net-stable-diffusion-and-lang-chain/