Skip to main content

LLM-powered web automation library with autonomous agents and natural language selectors

Project description

webtask

PyPI version Tests License: MIT

LLM-powered web automation with autonomous agents and natural language selectors.

📚 Documentation | 🐍 PyPI | 📊 Benchmarks


Quick Start

pip install pywebtask
playwright install chromium
export GEMINI_API_KEY="your-key"  # or OPENAI_API_KEY

Autonomous mode - Give it a task, let the agent figure out the steps:

from webtask import Webtask
from webtask.integrations.llm import GeminiLLM

wt = Webtask(headless=False)
llm = GeminiLLM.create(model="gemini-2.5-flash")
agent = await wt.create_agent(llm=llm)

result = await agent.execute("search for cats and click the first result")

Direct control - Natural language selectors, you control the flow:

await agent.navigate("https://example.com")
search = await agent.select("search box")
await search.fill("cats")
button = await agent.select("search button")
await button.click()

No CSS selectors. No XPath. Just describe what you want.


Features

  • Multimodal by default - Sees screenshots with bounding boxes + DOM text
  • Extensible - Pluggable LLM and browser interfaces
  • Batteries included - OpenAI, Gemini LLMs and Playwright browser provided
  • Isolated sessions - Separate cookies and storage per agent

Documentation

Full Documentation


Benchmarks

webtask-benchmarks - Evaluation on Mind2Web and other benchmarks


License

MIT

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

pywebtask-0.15.1.tar.gz (56.4 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

pywebtask-0.15.1-py3-none-any.whl (89.2 kB view details)

Uploaded Python 3

File details

Details for the file pywebtask-0.15.1.tar.gz.

File metadata

  • Download URL: pywebtask-0.15.1.tar.gz
  • Upload date:
  • Size: 56.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for pywebtask-0.15.1.tar.gz
Algorithm Hash digest
SHA256 49e1b5b7f7ffbc837e37991529f313f496caa929aafe6f189dff580fc30c1f9e
MD5 1573a4101d1476da718609ca691727b5
BLAKE2b-256 db4e053a3e5bed51c66ef822d426fbb36582e2662825720faae90fcf9956192b

See more details on using hashes here.

Provenance

The following attestation bundles were made for pywebtask-0.15.1.tar.gz:

Publisher: publish.yml on steve-z-wang/webtask

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pywebtask-0.15.1-py3-none-any.whl.

File metadata

  • Download URL: pywebtask-0.15.1-py3-none-any.whl
  • Upload date:
  • Size: 89.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for pywebtask-0.15.1-py3-none-any.whl
Algorithm Hash digest
SHA256 293cac753323732dafbfe9002733811a87bc2632e4ffac040c7c502de3456de6
MD5 bff4fea1bf6793d7f641205f55e9b94a
BLAKE2b-256 891c9c912bf89d23dcf1fa847dfc6f67f9492f4a1925f1733d0e951a772e1953

See more details on using hashes here.

Provenance

The following attestation bundles were made for pywebtask-0.15.1-py3-none-any.whl:

Publisher: publish.yml on steve-z-wang/webtask

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page