Architecture diagrams, without the busywork

Turn your codebase into a clear diagram.

Paste a GitHub URL or describe your system in plain English. OverViz analyzes the architecture and generates a clean, publication-ready diagram.

How it works
Input
The Transformer architecture (encoder-decoder):

1. Input Embedding + Positional Encoding
2. Encoder - N blocks of Multi-Head Self-Attention
   and a Feed-Forward Network, each with Add & Norm
3. Decoder - Masked Self-Attention, cross-attention
   over the encoder output, and an FFN (×N)
4. Output - Linear → Softmax → probabilities
Generated diagram
Transformer architecture diagram

Three steps to a finished diagram

No design tools, no manual layout. Describe the system and download the result.

01

Provide your input

Paste a public GitHub repository URL, or write a short plain-English description of your architecture and tech stack.

02

OverViz analyzes it

The model identifies the components, frontends, services, APIs, databases, caches, and how they connect.

03

Generate & download

Pick a style, generate, and download a high-resolution PNG, ready for papers, docs, and presentations.

Frequently asked questions

Architecture diagrams for research papers, technical documentation, presentations, and design reviews, anywhere you need a clear system diagram without opening a drawing tool.
No. Describe your architecture in plain English or paste a GitHub URL, and OverViz handles the layout and visual design.
Currently only public GitHub repositories. For private code, use the description option instead.
High-resolution PNG, generated at publication quality with no watermarks.

Ready to visualize your architecture?

Describe your system and get a diagram in seconds.

Back

New diagram

Start from a repository or a written description.

Scan a repository
Any public GitHub repo
Describe your architecture
Plain English

Architecture analysis

Architecture title

Architecture description will appear here…

Components detected

Generated diagram

Generate a diagram to see your visualization