langchain/docs/cassettes/split_html_581eeddf-7e88-48a7-999d-da56304e3522.msgpack.zlib
Luke f69695069d
text_splitters: Add HTMLSemanticPreservingSplitter (#25911)
**Description:** 

With current HTML splitters, they rely on secondary use of the
`RecursiveCharacterSplitter` to further chunk the document into
manageable chunks. The issue with this is it fails to maintain important
structures such as tables, lists, etc within HTML.

This Implementation of a HTML splitter, allows the user to define a
maximum chunk size, HTML elements to preserve in full, options to
preserve `<a>` href links in the output and custom handlers.

The core splitting begins with headers, similar to `HTMLHeaderSplitter`.
If these sections exceed the length of the `max_chunk_size` further
recursive splitting is triggered. During this splitting, elements listed
to preserve, will be excluded from the splitting process. This can cause
chunks to be slightly larger then the max size, depending on preserved
length. However, all contextual relevance of the preserved item remains
intact.

**Custom Handlers**: Sometimes, companies such as Atlassian have custom
HTML elements, that are not parsed by default with `BeautifulSoup`.
Custom handlers allows a user to provide a function to be ran whenever a
specific html tag is encountered. This allows the user to preserve and
gather information within custom html tags that `bs4` will potentially
miss during extraction.

**Dependencies:** User will need to install `bs4` in their project to
utilise this class

I have also added in `how_to` and unit tests, which require `bs4` to
run, otherwise they will be skipped.

Flowchart of process:


![HTMLSemanticPreservingSplitter](https://github.com/user-attachments/assets/20873c36-22ed-4c80-884b-d3c6f433f5a7)

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>
Co-authored-by: Chester Curme <chester.curme@gmail.com>
2024-12-19 12:09:22 -05:00

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