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Harrison/similarity search chroma (#1434)

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Co-authored-by: shibuiwilliam <shibuiyusuke@gmail.com>
This commit is contained in:
Harrison Chase
2023-03-04 08:10:15 -08:00
committed by GitHub
parent 68ce68f290
commit a1b9dfc099
3 changed files with 82 additions and 3 deletions
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14
tests/integration_tests/vectorstores/test_chroma.py
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@@ -28,6 +28,20 @@ def test_chroma_with_metadatas() -> None:
assert output == [Document(page_content="foo", metadata={"page": "0"})]
def test_chroma_with_metadatas_with_scores() -> None:
"""Test end to end construction and search."""
texts = ["foo", "bar", "baz"]
metadatas = [{"page": str(i)} for i in range(len(texts))]
docsearch = Chroma.from_texts(
collection_name="test_collection",
texts=texts,
embedding=FakeEmbeddings(),
metadatas=metadatas,
)
output = docsearch.similarity_search_with_score("foo", k=1)
assert output == [(Document(page_content="foo", metadata={"page": "0"}), 1.0)]
def test_chroma_with_persistence() -> None:
"""Test end to end construction and search, with persistence."""
chroma_persist_dir = "./tests/persist_dir"