[Improvement] Add support for min chunk size (#1007)

This commit is contained in:
Deven Patel
2023-12-15 05:59:15 +05:30
committed by GitHub
parent 9303a1bf81
commit c0ee680546
11 changed files with 59 additions and 25 deletions

View File

@@ -4,6 +4,7 @@ from unittest.mock import MagicMock
import pytest
from embedchain.chunkers.base_chunker import BaseChunker
from embedchain.config.add_config import ChunkerConfig
from embedchain.models.data_type import DataType
@@ -35,6 +36,18 @@ def chunker(text_splitter_mock, data_type):
return chunker
def test_create_chunks_with_config(chunker, text_splitter_mock, loader_mock, app_id, data_type):
text_splitter_mock.split_text.return_value = ["Chunk 1", "long chunk"]
loader_mock.load_data.return_value = {
"data": [{"content": "Content 1", "meta_data": {"url": "URL 1"}}],
"doc_id": "DocID",
}
config = ChunkerConfig(chunk_size=50, chunk_overlap=0, length_function=len, min_chunk_size=10)
result = chunker.create_chunks(loader_mock, "test_src", app_id, config)
assert result["documents"] == ["long chunk"]
def test_create_chunks(chunker, text_splitter_mock, loader_mock, app_id, data_type):
text_splitter_mock.split_text.return_value = ["Chunk 1", "Chunk 2"]
loader_mock.load_data.return_value = {