alaas-cli 0.1.4

Command-line client for the ALaaS API - upload images and get back the most useful ones to label.

alaas-cli

Command-line client for ALaaS - Active Learning as a Service. Send your images to the API, then ask which ones are the most useful to label next. Train better models with a fraction of the labelling budget.

Install

pip install alaas-cli

Quickstart

Create an account and an API key at alaas2.com (new accounts get 10,000 free credits), then:

export ALAAS_API_KEY=alaas_live_...

# 1. Create a pool
alaas pools create my-dataset

# 2. Upload your images (they are processed right away and never stored)
alaas upload ./images --pool <pool_id>

# 3. Get the most useful images to label next
alaas select --pool <pool_id> -k 50

# 4. Label them, then repeat - already selected images never come back
alaas select --pool <pool_id> -k 50

Check your credits balance any time:

alaas usage

Configuration

Either environment variables or ~/.alaas/config.toml:

api_key = "alaas_live_..."
# api_url = "https://api.alaas2.com"   # default

All commands support --json for machine-readable output.

Links

• Website: https://alaas2.com
• API reference: https://alaas2.com/docs
• Agent-readable docs: https://api.alaas2.com/llms.txt