flyte-basics

Flyte Basics

Get started with Flyte 2 — tasks, ML pipelines, error handling, and AI agents.

What it covers

• flyte.TaskEnvironment — defining task environments and images
• flyte.ReusePolicy — reusable containers for faster iteration
• flyte.map() — parallel task execution
• Building an ML pipeline end-to-end
• Error handling patterns

Setup

cd tutorials/starter-examples/flyte-basics

uv venv .venv --python 3.11
source .venv/bin/activate

uv pip install -r requirements.txt

Flyte Cluster (for remote runs)

To run remotely, configure your Flyte cluster endpoint:

flyte create config \
    --endpoint <your-endpoint> \
    --auth-type headless \
    --builder remote \
    --domain development \
    --project flytesnacks

Don't have a cluster? Request access at flyte.org.

Run

Open 00_flyte2-starter.ipynb in Jupyter or VS Code and follow along.