Weave Examples

Examples structure

The examples/ folder contains:

• get_started.ipynb: a quick interactive notebook overview of Weave
• getting_started: Learn how to build interactive data applications
• reference: Syntax and usage for Weave types, ops, and panels
• monitoring: Examples and documentation for LLM monitoring
• experimental: Everything else, ranging from focused proofs-of-concept to very experimental works-in-progress—we hope these inspire your exploration and welcome PRs for improvement!
• apps: Example applications
• guides (future): Guides to use specific features for advanced users

Running examples

Locally with Jupyter notebook

Run jupyter notebook or jupyter lab in the root directory examples, and then use the Jupyter browser to find and open.

Google Colab

Run the same code in a Google Colab, making sure to install Weave from PyPi first with !pip install weave.

Colabs to get started:

• Weave Quickstart
• Weave Board Quickstart: Generative AI Playground

Recommended examples

Get started

• Weave quickstart
• View and transform images
• Train MNIST and visualize predictions

LLM Monitoring

• OpenAI API Usage Board

Weave fundamentals

• End-to-end walkthrough
• Create Weave Ops
• Organize Weave Panels

Build interactive Weave Boards

• in Google Colab: Weave Board Quickstart: Generative AI Playground
• Monitor time-series data
• Visual storytelling
• Remix art

Explore the Ecosystem

• Browse HuggingFace datasets
• Generate images with Craiyon
• Generate images with Replicate