Learning resources

Web Browser Automation with Agents (smolagents tutorial)

Versioned tutorial building a vision-guided CodeAgent with Selenium/Helium browser tools, screenshot callbacks and example web-navigation tasks.

AI-assisted editorial review against a primary source. This is a catalog annotation, not an independent reproduction or endorsement.

Original source ↗Read as MarkdownRecord JSON

What is this resource?

Resource type
Learning resources
Environment
web
Topics
web-navigation, screen-understanding
Record publication date
Not recorded
Evidence retrieved
2026-10-20T13:42:59.429802+00:00
Resource ID
url:5857c840372512cfe3fc

What licenses are recorded?

Code, training data, weights, and documents can have different terms. A blank declaration means unknown, not unrestricted use.

Code
Not recorded
Data
Not recorded
Document
Not recorded
Weights
Not recorded

License review notes

Explore related topics

Web navigationScreen understanding

Scope and limitations

The reviewed v1.26.0 page matches all eight code blocks in its commit-pinned Markdown source. It uses InferenceClientModel and a vision model, unlike the retained v1.8.0 example. The shown setup starts a local visible Chrome session, and its installation command does not pin dependency versions. Runtime API compatibility, model-provider access and example outcomes were not tested. The inspected repository root contains Apache-2.0 terms, but explicit applicability to this Markdown tutorial was not established from retained sources; document reuse terms remain unknown. Model weights, visited websites and hosted-service terms are separate. No installation or notebook execution occurred.

Primary evidence and verification

Source retrieval is separate from experiment reproduction. Use the original publication or publisher page when citing claims about the resource.

  1. editorial primary review

    Retrieved 2026-10-20T13:42:59.429802+00:00. Supports: name, kind, summary, environments, topics, scope, notes, licenses.document.

    Content fingerprint0bd3804794c37f263db5cba3429523721854e95fe1477127f9fb83d4d0510f50
  2. editorial primary review

    Retrieved 2026-10-20T13:41:14.002361+00:00. Supports: identity, name, summary, environments, topics, scope, notes.

    Content fingerprint736281d4d96fc310050a09e830801f739729cc01217fef0be1fd45874e4c68f6
  3. editorial primary review

    Retrieved 2026-10-20T13:41:17.450466+00:00. Supports: notes.

    Content fingerprintcf08eff3ce4ca2fd85f85ba1eebca477277bca0cb2a54613e172741392061365
  4. editorial primary review

    Retrieved 2026-10-20T12:51:48.091044+00:00. Supports: notes.

    Content fingerprint9def26af20ef4a6c4091e5873b53737940b360e6ff7db2d606add92d6586c8fb
  5. editorial primary review

    Retrieved 2026-10-20T13:43:02.729855+00:00. Supports: licenses.document.

    Content fingerprintc71d239df91726fc519c6eb72d318ec65820627232b2f796219e87dcf35d0ab4

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