Add an option to extract more metadata from crawled websites (#4347)

This pr makes it possible to extract more metadata from websites for
later use.

my usecase:
parsing ld+json or microdata from sites and store it as structured data
in the metadata field
This commit is contained in:
Martin Holzhauer
2023-05-09 19:18:33 +02:00
committed by GitHub
parent ce15ffae6a
commit 872605a5c5
2 changed files with 54 additions and 1 deletions

View File

@@ -1,3 +1,5 @@
from typing import Any
import pytest
from langchain.document_loaders import SitemapLoader
@@ -78,3 +80,45 @@ def test_filter_sitemap() -> None:
documents = loader.load()
assert len(documents) == 1
assert "🦜🔗" in documents[0].page_content
def test_sitemap_metadata() -> None:
def sitemap_metadata_one(meta: dict, _content: None) -> dict:
return {**meta, "mykey": "Super Important Metadata"}
"""Test sitemap loader."""
loader = SitemapLoader(
"https://langchain.readthedocs.io/sitemap.xml",
meta_function=sitemap_metadata_one,
)
documents = loader.load()
assert len(documents) > 1
assert "mykey" in documents[0].metadata
assert "Super Important Metadata" in documents[0].metadata["mykey"]
def test_sitemap_metadata_extraction() -> None:
def sitemap_metadata_two(meta: dict, content: Any) -> dict:
title = content.find("title")
if title:
return {**meta, "title": title.get_text()}
return meta
"""Test sitemap loader."""
loader = SitemapLoader(
"https://langchain.readthedocs.io/sitemap.xml",
meta_function=sitemap_metadata_two,
)
documents = loader.load()
assert len(documents) > 1
assert "title" in documents[0].metadata
assert "LangChain" in documents[0].metadata["title"]
def test_sitemap_metadata_default() -> None:
"""Test sitemap loader."""
loader = SitemapLoader("https://langchain.readthedocs.io/sitemap.xml")
documents = loader.load()
assert len(documents) > 1
assert "source" in documents[0].metadata
assert "loc" in documents[0].metadata