[Bug]: Wrong function params shown in docs for BM25 Content Filter

[RogerSinghChugh]

crawl4ai version

0.6.2

Expected Behavior

The docs have an example where it is showcased how to use BM25 Content Filter. This is a snippet from there:

bm25_filter = BM25ContentFilter(
    user_query="machine learning",
    bm25_threshold=1.2,
    use_stemming=True
)

Any program with this snippet should run normally.

Current Behavior

The current function definition doesn't have any param called use_stemming, instead it has the 'language' param. This is the init function of the BM25 content filter:

    def __init__(
        self,
        user_query: str = None,
        bm25_threshold: float = 1.0,
        language: str = "english",
    )

Is this reproducible?

Yes

Inputs Causing the Bug

Steps to Reproduce

1. Go to https://docs.crawl4ai.com/core/markdown-generation/
2. Scroll down to the 5.1 BM25ContentFilter section
3. There you can see the incorrect param usage snippet.

Code snippets

OS

Windows using WSL(Ubuntu 22.04.5)

Python version

3.10.12

Browser

No response

Browser version

No response

Error logs & Screenshots (if applicable)

Traceback (most recent call last): File "/home/****///testing_scraping.py", line 32, in bm25_filter = BM25ContentFilter( TypeError: BM25ContentFilter.init() got an unexpected keyword argument 'use_stemming'