. + This is a regression test for issue #31569 + """ + html_content = """ +
Section 1

Some context about the data:
+ + + +
Col1	Col2
Data1	Data2
Conclusion about data.
+ """ + with suppress_langchain_beta_warning(): + splitter = HTMLSemanticPreservingSplitter( + headers_to_split_on=[("h1", "Header 1")], + elements_to_preserve=["table"], + max_chunk_size=1000, + ) + documents = splitter.split_text(html_content) + + # The table should be preserved in the output + assert len(documents) == 1 + content = documents[0].page_content + # Check that the table structure is maintained (not flattened) + assert "Col1" in content + assert "Col2" in content + assert "Data1" in content + assert "Data2" in content + # Check metadata + assert documents[0].metadata == {"Header 1": "Section 1"} + + +@pytest.mark.requires("bs4") +def test_html_splitter_with_nested_div_preserved() -> None: + """Test HTML splitter preserving nested div elements. + + Nested div elements should be preserved when specified in elements_to_preserve + """ + html_content = """ +
Header

outer text
inner div content
more outer text
+ """ + with suppress_langchain_beta_warning(): + splitter = HTMLSemanticPreservingSplitter( + headers_to_split_on=[("h1", "Header 1")], + elements_to_preserve=["div"], + max_chunk_size=1000, + ) + documents = splitter.split_text(html_content) + + assert len(documents) == 1 + content = documents[0].page_content + # The inner div content should be preserved + assert "inner div content" in content + assert "outer text" in content + assert "more outer text" in content + + +@pytest.mark.requires("bs4") +def test_html_splitter_preserve_nested_in_paragraph() -> None: + """Test preserving deeply nested elements (code inside paragraph). + + tests the case where a preserved element (
) is nested
+    inside a non-container element ()
+    """
+    html_content = "
before KEEP_THIS after"
+    with suppress_langchain_beta_warning():
+        splitter = HTMLSemanticPreservingSplitter(
+            headers_to_split_on=[],
+            elements_to_preserve=["code"],
+        )
+    documents = splitter.split_text(html_content)
+
+    assert len(documents) == 1
+    content = documents[0].page_content
+    # All text should be preserved
+    assert "before" in content
+    assert "KEEP_THIS" in content
+    assert "after" in content
+
+
+@pytest.mark.requires("bs4")
+def test_html_splitter_with_no_further_splits() -> None:
+    """Test HTML splitting that requires no further splits beyond sections."""
+    html_content = """
+    Section 1
+    Some content here.
+    Section 2
+    More content here.
+    """
+    with suppress_langchain_beta_warning():
+        splitter = HTMLSemanticPreservingSplitter(
+            headers_to_split_on=[("h1", "Header 1")], max_chunk_size=1000
+        )
+    documents = splitter.split_text(html_content)
+
+    expected = [
+        Document(page_content="Some content here.", metadata={"Header 1": "Section 1"}),
+        Document(page_content="More content here.", metadata={"Header 1": "Section 2"}),
+    ]
+
+    assert documents == expected  # No further splits, just sections
+
+
+@pytest.mark.requires("bs4")
+def test_html_splitter_with_small_chunk_size() -> None:
+    """Test HTML splitting with a very small chunk size to validate chunking."""
+    html_content = """
+    Section 1
+    This is some long text that should be split into multiple chunks due to the
+    small chunk size.
+    """
+    with suppress_langchain_beta_warning():
+        splitter = HTMLSemanticPreservingSplitter(
+            headers_to_split_on=[("h1", "Header 1")], max_chunk_size=20, chunk_overlap=5
+        )
+    documents = splitter.split_text(html_content)
+
+    expected = [
+        Document(page_content="This is some long", metadata={"Header 1": "Section 1"}),
+        Document(page_content="long text that", metadata={"Header 1": "Section 1"}),
+        Document(page_content="that should be", metadata={"Header 1": "Section 1"}),
+        Document(page_content="be split into", metadata={"Header 1": "Section 1"}),
+        Document(page_content="into multiple", metadata={"Header 1": "Section 1"}),
+        Document(page_content="chunks due to the", metadata={"Header 1": "Section 1"}),
+        Document(page_content="the small chunk", metadata={"Header 1": "Section 1"}),
+        Document(page_content="size.", metadata={"Header 1": "Section 1"}),
+    ]
+
+    assert documents == expected  # Should split into multiple chunks
+
+
+@pytest.mark.requires("bs4")
+def test_html_splitter_with_denylist_tags() -> None:
+    """Test HTML splitting with denylist tag filtering."""
+    html_content = """
+    Section 1
+    This paragraph should be kept.
+    This span should be removed.
+    """
+    with suppress_langchain_beta_warning():
+        splitter = HTMLSemanticPreservingSplitter(
+            headers_to_split_on=[("h1", "Header 1")],
+            denylist_tags=["span"],
+            max_chunk_size=1000,
+        )
+    documents = splitter.split_text(html_content)
+
+    expected = [
+        Document(
+            page_content="This paragraph should be kept.",
+            metadata={"Header 1": "Section 1"},
+        ),
+    ]
+
+    assert documents == expected
+
+
+@pytest.mark.requires("bs4")
+def test_html_splitter_with_external_metadata() -> None:
+    """Test HTML splitting with external metadata integration."""
+    html_content = """
+    Section 1
+    This is some content.
+    """
+    with suppress_langchain_beta_warning():
+        splitter = HTMLSemanticPreservingSplitter(
+            headers_to_split_on=[("h1", "Header 1")],
+            external_metadata={"source": "example.com"},
+            max_chunk_size=1000,
+        )
+    documents = splitter.split_text(html_content)
+
+    expected = [
+        Document(
+            page_content="This is some content.",
+            metadata={"Header 1": "Section 1", "source": "example.com"},
+        ),
+    ]
+
+    assert documents == expected
+
+
+@pytest.mark.requires("bs4")
+def test_html_splitter_with_text_normalization() -> None:
+    """Test HTML splitting with text normalization."""
+    html_content = """
+    Section 1
+    This is some TEXT that should be normalized!
+    """
+    with suppress_langchain_beta_warning():
+        splitter = HTMLSemanticPreservingSplitter(
+            headers_to_split_on=[("h1", "Header 1")],
+            normalize_text=True,
+            max_chunk_size=1000,
+        )
+    documents = splitter.split_text(html_content)
+
+    expected = [
+        Document(
+            page_content="this is some text that should be normalized",
+            metadata={"Header 1": "Section 1"},
+        ),
+    ]
+
+    assert documents == expected
+
+
+@pytest.mark.requires("bs4")
+def test_html_splitter_with_allowlist_tags() -> None:
+    """Test HTML splitting with allowlist tag filtering."""
+    html_content = """
+    Section 1
+    This paragraph should be kept.
+    This span should be kept.
+    This div should be removed.
+    """
+    with suppress_langchain_beta_warning():
+        splitter = HTMLSemanticPreservingSplitter(
+            headers_to_split_on=[("h1", "Header 1")],
+            allowlist_tags=["p", "span"],
+            max_chunk_size=1000,
+        )
+    documents = splitter.split_text(html_content)
+
+    expected = [
+        Document(
+            page_content="This paragraph should be kept. This span should be kept.",
+            metadata={"Header 1": "Section 1"},
+        ),
+    ]
+
+    assert documents == expected
+
+
+@pytest.mark.requires("bs4")
+def test_html_splitter_with_mixed_preserve_and_filter() -> None:
+    """Test HTML splitting with both preserved elements and denylist tags."""
+    html_content = """
+    Section 1
+    
+        
+            
+            
+        
+    Keep this table Cell contents kept, span removed
+                This span should be removed.
+            
+    This paragraph should be kept.
+    This span should be removed.
+    """
+    with suppress_langchain_beta_warning():
+        splitter = HTMLSemanticPreservingSplitter(
+            headers_to_split_on=[("h1", "Header 1")],
+            elements_to_preserve=["table"],
+            denylist_tags=["span"],
+            max_chunk_size=1000,
+        )
+    documents = splitter.split_text(html_content)
+
+    expected = [
+        Document(
+            page_content="Keep this table Cell contents kept, span removed"
+            " This paragraph should be kept.",
+            metadata={"Header 1": "Section 1"},
+        ),
+    ]
+
+    assert documents == expected
+
+
+@pytest.mark.requires("bs4")
+def test_html_splitter_with_no_headers() -> None:
+    """Test HTML splitting when there are no headers to split on."""
+    html_content = """
+    This is content without any headers.
+    It should still produce a valid document.
+    """
+    with suppress_langchain_beta_warning():
+        splitter = HTMLSemanticPreservingSplitter(
+            headers_to_split_on=[],
+            max_chunk_size=1000,
+        )
+    documents = splitter.split_text(html_content)
+
+    expected = [
+        Document(
+            page_content="This is content without any headers. It should still produce"
+            " a valid document.",
+            metadata={},
+        ),
+    ]
+
+    assert documents == expected
+
+
+@pytest.mark.requires("bs4")
+def test_html_splitter_with_media_preservation() -> None:
+    """Test HTML splitter with media preservation.
+
+    Test HTML splitting with media elements preserved and converted to Markdown-like
+    links.
+    """
+    html_content = """
+    Section 1
+    This is an image:
+    
+    This is a video:
+    
+    This is audio:
+    
+    """
+    with suppress_langchain_beta_warning():
+        splitter = HTMLSemanticPreservingSplitter(
+            headers_to_split_on=[("h1", "Header 1")],
+            preserve_images=True,
+            preserve_videos=True,
+            preserve_audio=True,
+            max_chunk_size=1000,
+        )
+    documents = splitter.split_text(html_content)
+
+    expected = [
+        Document(
+            page_content="This is an image: ![image:http://example.com/image.png]"
+            "(http://example.com/image.png) "
+            "This is a video: ![video:http://example.com/video.mp4]"
+            "(http://example.com/video.mp4) "
+            "This is audio: ![audio:http://example.com/audio.mp3]"
+            "(http://example.com/audio.mp3)",
+            metadata={"Header 1": "Section 1"},
+        ),
+    ]
+
+    assert documents == expected
+
+
+@pytest.mark.requires("bs4")
+def test_html_splitter_keep_separator_true() -> None:
+    """Test HTML splitting with keep_separator=True."""
+    html_content = """
+    Section 1
+    This is some text. This is some other text.
+    """
+    with suppress_langchain_beta_warning():
+        splitter = HTMLSemanticPreservingSplitter(
+            headers_to_split_on=[("h1", "Header 1")],
+            max_chunk_size=10,
+            separators=[". "],
+            keep_separator=True,
+        )
+    documents = splitter.split_text(html_content)
+
+    expected = [
+        Document(
+            page_content="This is some text",
+            metadata={"Header 1": "Section 1"},
+        ),
+        Document(
+            page_content=". This is some other text.",
+            metadata={"Header 1": "Section 1"},
+        ),
+    ]
+
+    assert documents == expected
+
+
+@pytest.mark.requires("bs4")
+def test_html_splitter_keep_separator_false() -> None:
+    """Test HTML splitting with keep_separator=False."""
+    html_content = """
+    Section 1
+    This is some text. This is some other text.
+    """
+    with suppress_langchain_beta_warning():
+        splitter = HTMLSemanticPreservingSplitter(
+            headers_to_split_on=[("h1", "Header 1")],
+            max_chunk_size=10,
+            separators=[". "],
+            keep_separator=False,
+        )
+    documents = splitter.split_text(html_content)
+
+    expected = [
+        Document(
+            page_content="This is some text",
+            metadata={"Header 1": "Section 1"},
+        ),
+        Document(
+            page_content="This is some other text.",
+            metadata={"Header 1": "Section 1"},
+        ),
+    ]
+
+    assert documents == expected
+
+
+@pytest.mark.requires("bs4")
+def test_html_splitter_keep_separator_start() -> None:
+    """Test HTML splitting with keep_separator="start"."""
+    html_content = """
+    Section 1
+    This is some text. This is some other text.
+    """
+    with suppress_langchain_beta_warning():
+        splitter = HTMLSemanticPreservingSplitter(
+            headers_to_split_on=[("h1", "Header 1")],
+            max_chunk_size=10,
+            separators=[". "],
+            keep_separator="start",
+        )
+    documents = splitter.split_text(html_content)
+
+    expected = [
+        Document(
+            page_content="This is some text",
+            metadata={"Header 1": "Section 1"},
+        ),
+        Document(
+            page_content=". This is some other text.",
+            metadata={"Header 1": "Section 1"},
+        ),
+    ]
+
+    assert documents == expected
+
+
+@pytest.mark.requires("bs4")
+def test_html_splitter_keep_separator_end() -> None:
+    """Test HTML splitting with keep_separator="end"."""
+    html_content = """
+    Section 1
+    This is some text. This is some other text.
+    """
+    with suppress_langchain_beta_warning():
+        splitter = HTMLSemanticPreservingSplitter(
+            headers_to_split_on=[("h1", "Header 1")],
+            max_chunk_size=10,
+            separators=[". "],
+            keep_separator="end",
+        )
+    documents = splitter.split_text(html_content)
+
+    expected = [
+        Document(
+            page_content="This is some text.",
+            metadata={"Header 1": "Section 1"},
+        ),
+        Document(
+            page_content="This is some other text.",
+            metadata={"Header 1": "Section 1"},
+        ),
+    ]
+
+    assert documents == expected
+
+
+@pytest.mark.requires("bs4")
+def test_html_splitter_keep_separator_default() -> None:
+    """Test HTML splitting with keep_separator not set."""
+    html_content = """
+    Section 1
+    This is some text. This is some other text.
+    """
+    with suppress_langchain_beta_warning():
+        splitter = HTMLSemanticPreservingSplitter(
+            headers_to_split_on=[("h1", "Header 1")],
+            max_chunk_size=10,
+            separators=[". "],
+        )
+    documents = splitter.split_text(html_content)
+
+    expected = [
+        Document(
+            page_content="This is some text",
+            metadata={"Header 1": "Section 1"},
+        ),
+        Document(
+            page_content=". This is some other text.",
+            metadata={"Header 1": "Section 1"},
+        ),
+    ]
+
+    assert documents == expected
+
+
+@pytest.mark.requires("bs4")
+def test_html_splitter_preserved_elements_reverse_order() -> None:
+    """Test HTML splitter with preserved elements and conflicting placeholders.
+
+    This test validates that preserved elements are reinserted in reverse order
+    to prevent conflicts when one placeholder might be a substring of another.
+    """
+    html_content = """
+    Section 1
+    
+        
+    Table 1 content
+    Some text between tables
+    
+        
+    Table 10 content
+    
+        List item 1
+        List item 10
+    
+    """
+    with suppress_langchain_beta_warning():
+        splitter = HTMLSemanticPreservingSplitter(
+            headers_to_split_on=[("h1", "Header 1")],
+            elements_to_preserve=["table", "ul"],
+            max_chunk_size=100,
+        )
+    documents = splitter.split_text(html_content)
+
+    # Verify that all preserved elements are correctly reinserted
+    # This would fail if placeholders were processed in forward order
+    # when one placeholder is a substring of another
+    assert len(documents) >= 1
+    # Check that table content is preserved
+    content = " ".join(doc.page_content for doc in documents)
+    assert "Table 1 content" in content
+    assert "Table 10 content" in content
+    assert "List item 1" in content
+    assert "List item 10" in content
+
+
+@pytest.mark.requires("bs4")
+def test_html_splitter_replacement_order() -> None:
+    body = textwrap.dedent(
+        """
+        Hello1
+        Hello2
+        Hello3
+        Hello4
+        Hello5
+        Hello6
+        Hello7
+        Hello8
+        Hello9
+        Hello10
+        Hello11
+        Hello12
+        Hello13
+        Hello14
+        """
+    )
+
+    with suppress_langchain_beta_warning():
+        splitter = HTMLSemanticPreservingSplitter(
+            headers_to_split_on=[],
+            elements_to_preserve=["p"],
+        )
+    documents = splitter.split_text(body)
+    assert len(documents) == 1
+    content = documents[0].page_content
+    assert content == " ".join([f"Hello{i}" for i in range(1, 15)])
+
+
+def test_character_text_splitter_discard_regex_separator_on_merge() -> None:
+    """Test that regex lookahead separator is not re-inserted when merging."""
+    text = "SCE191 First chunk. SCE103 Second chunk."
+    splitter = CharacterTextSplitter(
+        separator=r"(?=SCE\d{3})",
+        is_separator_regex=True,
+        chunk_size=200,
+        chunk_overlap=0,
+        keep_separator=False,
+    )
+    output = splitter.split_text(text)
+    assert output == ["SCE191 First chunk. SCE103 Second chunk."]
+
+
+@pytest.mark.parametrize(
+    ("separator", "is_regex", "text", "chunk_size", "expected"),
+    [
+        # 1) regex lookaround & split happens
+        #   "abcmiddef" split by "(?<=mid)" → ["abcmid","def"], chunk_size=5 keeps both
+        (r"(?<=mid)", True, "abcmiddef", 5, ["abcmid", "def"]),
+        # 2) regex lookaround & no split
+        #   chunk_size=100 merges back into ["abcmiddef"]
+        (r"(?<=mid)", True, "abcmiddef", 100, ["abcmiddef"]),
+        # 3) literal separator & split happens
+        #   split on "mid" → ["abc","def"], chunk_size=3 keeps both
+        ("mid", False, "abcmiddef", 3, ["abc", "def"]),
+        # 4) literal separator & no split
+        #   chunk_size=100 merges back into ["abcmiddef"]
+        ("mid", False, "abcmiddef", 100, ["abcmiddef"]),
+    ],
+)
+def test_character_text_splitter_chunk_size_effect(
+    separator: str,
+    *,
+    is_regex: bool,
+    text: str,
+    chunk_size: int,
+    expected: list[str],
+) -> None:
+    splitter = CharacterTextSplitter(
+        separator=separator,
+        is_separator_regex=is_regex,
+        chunk_size=chunk_size,
+        chunk_overlap=0,
+        keep_separator=False,
+    )
+    assert splitter.split_text(text) == expected
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new file mode 100644
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+]
+
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+]
+ + Integration= +s=20 +	+ + Features=20 +
+ + Blog=20 +	+ + Conceptual Guide=20 +
+ + Python Repo<= +/a>	+ + JavaScript= + Repo
+ + Python Docu= +mentation	+ + JavaScript Document= +ation +
+ + Python = +ChatLangChain	+ + = +JavaScript ChatLangChain +
+ + Discord	+ + Twitter +
The agent engineering platform.

Experiment Results:

+ Instead of drinking water from the cat bowl, make sure to steal water from + the toilet +

Chase the red dot

+ Instead of drinking water from the cat bowl, make sure to steal water from + the toilet +

Chase the red dot

{escaped_heading}

Introduction

Background

Conclusion

Section 1

Main Section

Section 1

Section 1

Header

Section 1

Section 2

Section 1

Section 1

Section 1

Section 1

Section 1

Section 1

Section 1

Section 1

Section 1

Section 1

Section 1

Section 1

Section 1
