Data Pipelines

python-readability

Fast Python port of arc90's readability tool for extracting content from web pages.

Status
Generally available
Last checked
Checked · Oct 10, 2026
License
Open source
Pricing
Free tier · from $0
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What it is

Python-readability is a fast and efficient Python library that extracts the main body text from HTML documents, making it easier to process and analyze web content. It is particularly useful for developers working on projects involving web scraping or content extraction.

Python-readability stands out as an efficient, open-source Python library specifically designed for extracting readable text from HTML documents, making it ideal for developers focused on web scraping or content analysis tasks.

When it fits — and when it doesn’t

A good fit for

  • Developers working on projects requiring efficient HTML content extraction for further processing

  • Data scientists needing to extract readable text from web pages for analysis or summarization tasks

Look elsewhere if

  • Projects that require real-time streaming of data (as it is a library and not a service)

  • Applications where the primary focus is on visual elements rather than textual content extraction

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited customization options for content extraction rules

    The library provides a limited set of configuration parameters, which may not be sufficient for complex HTML structures.

  2. 02

    Performance degradation with highly nested or large HTML documents

    Parsing and extracting content from deeply nested or large HTML files can lead to slower performance and increased memory usage.

  3. 03

    Documentation lacks detailed examples and use cases

    The documentation provides basic usage instructions but lacks comprehensive examples, making it difficult for new users to understand advanced features.

What it does well

  • Fast extraction of main content from HTML documents

  • Compatibility with Python for easy integration into projects

  • Apache-2.0 licensed, open-source

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up python-readability

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
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