Python SDK for Analog — instantly distill webpages into structured data.
Reason this release was yanked:
Superseded by 0.10.0. This version predates the current sign-in flow (retired server-side) and is below the backend's minimum supported version — it can no longer authenticate or extract. Install the current release: pip install -U analog-sdk.
Project description
analog-sdk
Python SDK for Analog — instantly distill webpages into structured data.
Installation
pip install analog-sdk
For JS-heavy pages (single-page apps, infinite scroll, content that hydrates client-side), also install the companion fetcher:
pip install "analog-sdk[fetcher]"
This gives you the AnalogFetcher, which is used as the default
automatically — cheap HTTP fetch on first contact, escalates to a
Playwright-rendered fetch only when the page actually needs it, and
caches the decision per-domain so subsequent visits skip the probe.
Authenticate
New to Analog? analog signup opens the account-creation page
(invite code required during the private alpha). Then:
analog login
Opens browser-based sign-in. Your browser authenticates; your
terminal shows which account is about to be connected and asks you
to confirm — only then is a credential created, and it is never
shown on screen. Subsequent SDK usage picks up the stored key
automatically; the LLM driving your session never sees it. (In
non-interactive shells, pass --yes to accept the confirmation.)
Other auth paths if analog login doesn't suit you:
analog login --api-key <KEY>— paste a key you already have.export ANALOG_API_KEY=<KEY>— env-var override; wins over the stored credential. Useful for one-off scripts or CI runs that need a different identity than your interactive session.Client(api_key=<KEY>)— constructor argument, wins over everything. Useful for tests and embedded scenarios where you pass the key explicitly.
Try it straight from the shell:
analog get https://news.ycombinator.com
Run analog --help to see all commands (signup, login,
logout, whoami, status, get).
If you don't want a globally-installed analog binary, use
pipx install analog-sdk or uv tool install analog-sdk instead
of plain pip install.
Usage
from analog import analog
result = analog("https://example.com")
Same one-liner whether or not the JS-aware fetcher is installed. When it is, JS-heavy pages just work.
See https://getanalog.io for full documentation.
License
MIT — see LICENSE.
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