From 7c98d27294b98ae563ba1d0b3b9f492c0deb48f7 Mon Sep 17 00:00:00 2001
From: Chester Curme <chester.curme@gmail.com>
Date: Tue, 17 Sep 2024 12:33:57 -0400
Subject: [PATCH 1/6] decrement version

---
 libs/partners/milvus/pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/libs/partners/milvus/pyproject.toml b/libs/partners/milvus/pyproject.toml
index 6c4030590cc9d..73dcbaece33b1 100644
--- a/libs/partners/milvus/pyproject.toml
+++ b/libs/partners/milvus/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
 name = "langchain-milvus"
-version = "0.1.6"
+version = "0.1.5"
 description = "An integration package connecting Milvus and LangChain"
 authors = []
 readme = "README.md"

From 7f273842a2cb924999afc4244125709e096cb90a Mon Sep 17 00:00:00 2001
From: Chester Curme <chester.curme@gmail.com>
Date: Tue, 17 Sep 2024 12:34:03 -0400
Subject: [PATCH 2/6] lock

---
 libs/partners/milvus/poetry.lock | 635 ++++++++++++++++---------------
 1 file changed, 328 insertions(+), 307 deletions(-)

diff --git a/libs/partners/milvus/poetry.lock b/libs/partners/milvus/poetry.lock
index d9c704b0324ca..54de94aa9b33a 100644
--- a/libs/partners/milvus/poetry.lock
+++ b/libs/partners/milvus/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "annotated-types"
@@ -420,13 +420,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.24.6"
+version = "0.24.7"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "huggingface_hub-0.24.6-py3-none-any.whl", hash = "sha256:a990f3232aa985fe749bc9474060cbad75e8b2f115f6665a9fda5b9c97818970"},
-    {file = "huggingface_hub-0.24.6.tar.gz", hash = "sha256:cc2579e761d070713eaa9c323e3debe39d5b464ae3a7261c39a9195b27bb8000"},
+    {file = "huggingface_hub-0.24.7-py3-none-any.whl", hash = "sha256:a212c555324c8a7b1ffdd07266bb7e7d69ca71aa238d27b7842d65e9a26ac3e5"},
+    {file = "huggingface_hub-0.24.7.tar.gz", hash = "sha256:0ad8fb756e2831da0ac0491175b960f341fe06ebcf80ed6f8728313f95fc0207"},
 ]
 
 [package.dependencies]
@@ -468,15 +468,18 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_ve
 
 [[package]]
 name = "idna"
-version = "3.8"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "idna-3.8-py3-none-any.whl", hash = "sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac"},
-    {file = "idna-3.8.tar.gz", hash = "sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603"},
+    {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
+    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
 ]
 
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -540,13 +543,13 @@ url = "../../core"
 
 [[package]]
 name = "langsmith"
-version = "0.1.117"
+version = "0.1.121"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langsmith-0.1.117-py3-none-any.whl", hash = "sha256:e936ee9bcf8293b0496df7ba462a3702179fbe51f9dc28744b0fbec0dbf206ae"},
-    {file = "langsmith-0.1.117.tar.gz", hash = "sha256:a1b532f49968b9339bcaff9118d141846d52ed3d803f342902e7448edf1d662b"},
+    {file = "langsmith-0.1.121-py3-none-any.whl", hash = "sha256:fdb1ac8a671d3904201bfeea197d87bded46a10d08f1034af464211872e29893"},
+    {file = "langsmith-0.1.121.tar.gz", hash = "sha256:e9381b82a5bd484af9a51c3e96faea572746b8d617b070c1cda40cbbe48e33df"},
 ]
 
 [package.dependencies]
@@ -952,38 +955,38 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "protobuf"
-version = "5.28.0"
+version = "5.28.1"
 description = ""
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "protobuf-5.28.0-cp310-abi3-win_amd64.whl", hash = "sha256:6d7cc9e60f976cf3e873acb9a40fed04afb5d224608ed5c1a105db4a3f09c5b6"},
-    {file = "protobuf-5.28.0-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:532627e8fdd825cf8767a2d2b94d77e874d5ddb0adefb04b237f7cc296748681"},
-    {file = "protobuf-5.28.0-cp38-abi3-manylinux2014_aarch64.whl", hash = "sha256:018db9056b9d75eb93d12a9d35120f97a84d9a919bcab11ed56ad2d399d6e8dd"},
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+    {file = "protobuf-5.28.1-cp38-cp38-win_amd64.whl", hash = "sha256:cabfe43044ee319ad6832b2fda332646f9ef1636b0130186a3ae0a52fc264bb4"},
+    {file = "protobuf-5.28.1-cp39-cp39-win32.whl", hash = "sha256:4b4b9a0562a35773ff47a3df823177ab71a1f5eb1ff56d8f842b7432ecfd7fd2"},
+    {file = "protobuf-5.28.1-cp39-cp39-win_amd64.whl", hash = "sha256:f24e5d70e6af8ee9672ff605d5503491635f63d5db2fffb6472be78ba62efd8f"},
+    {file = "protobuf-5.28.1-py3-none-any.whl", hash = "sha256:c529535e5c0effcf417682563719e5d8ac8d2b93de07a56108b4c2d436d7a29a"},
+    {file = "protobuf-5.28.1.tar.gz", hash = "sha256:42597e938f83bb7f3e4b35f03aa45208d49ae8d5bcb4bc10b9fc825e0ab5e423"},
 ]
 
 [[package]]
 name = "pydantic"
-version = "2.9.1"
+version = "2.9.2"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pydantic-2.9.1-py3-none-any.whl", hash = "sha256:7aff4db5fdf3cf573d4b3c30926a510a10e19a0774d38fc4967f78beb6deb612"},
-    {file = "pydantic-2.9.1.tar.gz", hash = "sha256:1363c7d975c7036df0db2b4a61f2e062fbc0aa5ab5f2772e0ffc7191a4f4bce2"},
+    {file = "pydantic-2.9.2-py3-none-any.whl", hash = "sha256:f048cec7b26778210e28a0459867920654d48e5e62db0958433636cde4254f12"},
+    {file = "pydantic-2.9.2.tar.gz", hash = "sha256:d155cef71265d1e9807ed1c32b4c8deec042a44a50a4188b25ac67ecd81a9c0f"},
 ]
 
 [package.dependencies]
 annotated-types = ">=0.6.0"
-pydantic-core = "2.23.3"
+pydantic-core = "2.23.4"
 typing-extensions = [
     {version = ">=4.6.1", markers = "python_version < \"3.13\""},
     {version = ">=4.12.2", markers = "python_version >= \"3.13\""},
@@ -995,100 +998,100 @@ timezone = ["tzdata"]
 
 [[package]]
 name = "pydantic-core"
-version = "2.23.3"
+version = "2.23.4"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.8"
 files = [
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+
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 version = "7.4.4"
@@ -1232,13 +1238,13 @@ cli = ["click (>=5.0)"]
 
 [[package]]
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+    {file = "simsimd-5.3.0-cp39-cp39-win_amd64.whl", hash = "sha256:8055e31a59f9eddfaeb0c94dad622b8b73ce4c402e9f0808ba221677223bb45f"},
+    {file = "simsimd-5.3.0-cp39-cp39-win_arm64.whl", hash = "sha256:a70d8f55738370d507d9e4cc2f7e463842e7904c245673d1e326f8190034178b"},
+    {file = "simsimd-5.3.0.tar.gz", hash = "sha256:617014342a42ee6cce014db9ecb9b19425bb649dfc566734725637889bbb8893"},
 ]
 
 [[package]]
@@ -2070,13 +2091,13 @@ vision = ["Pillow (>=10.0.1,<=15.0)"]
 
 [[package]]
 name = "types-requests"
-version = "2.32.0.20240907"
+version = "2.32.0.20240914"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-requests-2.32.0.20240907.tar.gz", hash = "sha256:ff33935f061b5e81ec87997e91050f7b4af4f82027a7a7a9d9aaea04a963fdf8"},
-    {file = "types_requests-2.32.0.20240907-py3-none-any.whl", hash = "sha256:1d1e79faeaf9d42def77f3c304893dea17a97cae98168ac69f3cb465516ee8da"},
+    {file = "types-requests-2.32.0.20240914.tar.gz", hash = "sha256:2850e178db3919d9bf809e434eef65ba49d0e7e33ac92d588f4a5e295fffd405"},
+    {file = "types_requests-2.32.0.20240914-py3-none-any.whl", hash = "sha256:59c2f673eb55f32a99b2894faf6020e1a9f4a402ad0f192bfee0b64469054310"},
 ]
 
 [package.dependencies]
@@ -2193,13 +2214,13 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.2.2"
+version = "2.2.3"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"},
-    {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
+    {file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"},
+    {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"},
 ]
 
 [package.extras]

From 35032aea61fd1d01d9cd4d21ce6830fbe1f98f1e Mon Sep 17 00:00:00 2001
From: Chester Curme <chester.curme@gmail.com>
Date: Tue, 17 Sep 2024 13:07:08 -0400
Subject: [PATCH 3/6] download tokenizer in integration test

---
 .../tests/integration_tests/vectorstores/test_milvus.py   | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/libs/partners/milvus/tests/integration_tests/vectorstores/test_milvus.py b/libs/partners/milvus/tests/integration_tests/vectorstores/test_milvus.py
index 0de248b3ad54d..26f6e5e3c0882 100644
--- a/libs/partners/milvus/tests/integration_tests/vectorstores/test_milvus.py
+++ b/libs/partners/milvus/tests/integration_tests/vectorstores/test_milvus.py
@@ -318,7 +318,13 @@ def test_milvus_sparse_embeddings() -> None:
         "in a surreal world of nightmares and illusions, where the boundaries between "
         "reality and fantasy blur.",
     ]
-    sparse_embedding_func = BM25SparseEmbedding(corpus=texts)
+    try:
+        sparse_embedding_func = BM25SparseEmbedding(corpus=texts)
+    except LookupError:
+        import nltk  # type: ignore[import]
+
+        nltk.download("punkt_tab")
+        sparse_embedding_func = BM25SparseEmbedding(corpus=texts)
     docsearch = Milvus.from_texts(
         embedding=sparse_embedding_func,
         texts=texts,

From 987864c39fae4f8b01973893be0c5b5b36ab0834 Mon Sep 17 00:00:00 2001
From: Chester Curme <chester.curme@gmail.com>
Date: Tue, 17 Sep 2024 13:53:01 -0400
Subject: [PATCH 4/6] run tests on tempfile instead of disk

---
 .../vectorstores/test_milvus.py               | 114 +++++++++++-------
 1 file changed, 71 insertions(+), 43 deletions(-)

diff --git a/libs/partners/milvus/tests/integration_tests/vectorstores/test_milvus.py b/libs/partners/milvus/tests/integration_tests/vectorstores/test_milvus.py
index 26f6e5e3c0882..7f643cbb818d5 100644
--- a/libs/partners/milvus/tests/integration_tests/vectorstores/test_milvus.py
+++ b/libs/partners/milvus/tests/integration_tests/vectorstores/test_milvus.py
@@ -1,5 +1,6 @@
 """Test Milvus functionality."""
 
+import tempfile
 from typing import Any, List, Optional
 
 import pytest
@@ -13,6 +14,7 @@
     fake_texts,
 )
 
+
 #
 # To run this test properly, please start a Milvus server with the following command:
 #
@@ -24,12 +26,17 @@
 # Here is the reference:
 # https://milvus.io/docs/install_standalone-docker.md
 #
+@pytest.fixture
+def temp_milvus_db():
+    with tempfile.NamedTemporaryFile(suffix=".db") as temp_file:
+        yield temp_file.name
 
 
 def _milvus_from_texts(
     metadatas: Optional[List[dict]] = None,
     ids: Optional[List[str]] = None,
     drop: bool = True,
+    db_path: str = "./milvus_demo.db",
     **kwargs: Any,
 ) -> Milvus:
     return Milvus.from_texts(
@@ -38,7 +45,7 @@ def _milvus_from_texts(
         metadatas=metadatas,
         ids=ids,
         # connection_args={"uri": "http://127.0.0.1:19530"},
-        connection_args={"uri": "./milvus_demo.db"},
+        connection_args={"uri": db_path},
         drop_old=drop,
         consistency_level="Strong",
         **kwargs,
@@ -49,35 +56,37 @@ def _get_pks(expr: str, docsearch: Milvus) -> List[Any]:
     return docsearch.get_pks(expr)  # type: ignore[return-value]
 
 
-def test_milvus() -> None:
+def test_milvus(temp_milvus_db: Any) -> None:
     """Test end to end construction and search."""
-    docsearch = _milvus_from_texts()
+    docsearch = _milvus_from_texts(db_path=temp_milvus_db)
     output = docsearch.similarity_search("foo", k=1)
     assert_docs_equal_without_pk(output, [Document(page_content="foo")])
 
 
-def test_milvus_vector_search() -> None:
+def test_milvus_vector_search(temp_milvus_db: Any) -> None:
     """Test end to end construction and search by vector."""
-    docsearch = _milvus_from_texts()
+    docsearch = _milvus_from_texts(db_path=temp_milvus_db)
     output = docsearch.similarity_search_by_vector(
         FakeEmbeddings().embed_query("foo"), k=1
     )
     assert_docs_equal_without_pk(output, [Document(page_content="foo")])
 
 
-def test_milvus_with_metadata() -> None:
+def test_milvus_with_metadata(temp_milvus_db: Any) -> None:
     """Test with metadata"""
-    docsearch = _milvus_from_texts(metadatas=[{"label": "test"}] * len(fake_texts))
+    docsearch = _milvus_from_texts(
+        metadatas=[{"label": "test"}] * len(fake_texts), db_path=temp_milvus_db
+    )
     output = docsearch.similarity_search("foo", k=1)
     assert_docs_equal_without_pk(
         output, [Document(page_content="foo", metadata={"label": "test"})]
     )
 
 
-def test_milvus_with_id() -> None:
+def test_milvus_with_id(temp_milvus_db: Any) -> None:
     """Test with ids"""
     ids = ["id_" + str(i) for i in range(len(fake_texts))]
-    docsearch = _milvus_from_texts(ids=ids)
+    docsearch = _milvus_from_texts(ids=ids, db_path=temp_milvus_db)
     output = docsearch.similarity_search("foo", k=1)
     assert_docs_equal_without_pk(output, [Document(page_content="foo")])
 
@@ -86,16 +95,16 @@ def test_milvus_with_id() -> None:
 
     try:
         ids = ["dup_id" for _ in fake_texts]
-        _milvus_from_texts(ids=ids)
+        _milvus_from_texts(ids=ids, db_path=temp_milvus_db)
     except Exception as e:
         assert isinstance(e, AssertionError)
 
 
-def test_milvus_with_score() -> None:
+def test_milvus_with_score(temp_milvus_db: Any) -> None:
     """Test end to end construction and search with scores and IDs."""
     texts = ["foo", "bar", "baz"]
     metadatas = [{"page": i} for i in range(len(texts))]
-    docsearch = _milvus_from_texts(metadatas=metadatas)
+    docsearch = _milvus_from_texts(metadatas=metadatas, db_path=temp_milvus_db)
     output = docsearch.similarity_search_with_score("foo", k=3)
     docs = [o[0] for o in output]
     scores = [o[1] for o in output]
@@ -110,11 +119,11 @@ def test_milvus_with_score() -> None:
     assert scores[0] < scores[1] < scores[2]
 
 
-def test_milvus_max_marginal_relevance_search() -> None:
+def test_milvus_max_marginal_relevance_search(temp_milvus_db: Any) -> None:
     """Test end to end construction and MRR search."""
     texts = ["foo", "bar", "baz"]
     metadatas = [{"page": i} for i in range(len(texts))]
-    docsearch = _milvus_from_texts(metadatas=metadatas)
+    docsearch = _milvus_from_texts(metadatas=metadatas, db_path=temp_milvus_db)
     output = docsearch.max_marginal_relevance_search("foo", k=2, fetch_k=3)
     assert_docs_equal_without_pk(
         output,
@@ -125,11 +134,15 @@ def test_milvus_max_marginal_relevance_search() -> None:
     )
 
 
-def test_milvus_max_marginal_relevance_search_with_dynamic_field() -> None:
+def test_milvus_max_marginal_relevance_search_with_dynamic_field(
+    temp_milvus_db: Any,
+) -> None:
     """Test end to end construction and MRR search with enabling dynamic field."""
     texts = ["foo", "bar", "baz"]
     metadatas = [{"page": i} for i in range(len(texts))]
-    docsearch = _milvus_from_texts(metadatas=metadatas, enable_dynamic_field=True)
+    docsearch = _milvus_from_texts(
+        metadatas=metadatas, enable_dynamic_field=True, db_path=temp_milvus_db
+    )
     output = docsearch.max_marginal_relevance_search("foo", k=2, fetch_k=3)
     assert_docs_equal_without_pk(
         output,
@@ -140,11 +153,11 @@ def test_milvus_max_marginal_relevance_search_with_dynamic_field() -> None:
     )
 
 
-def test_milvus_add_extra() -> None:
+def test_milvus_add_extra(temp_milvus_db: Any) -> None:
     """Test end to end construction and MRR search."""
     texts = ["foo", "bar", "baz"]
     metadatas = [{"page": i} for i in range(len(texts))]
-    docsearch = _milvus_from_texts(metadatas=metadatas)
+    docsearch = _milvus_from_texts(metadatas=metadatas, db_path=temp_milvus_db)
 
     docsearch.add_texts(texts, metadatas)
 
@@ -152,45 +165,47 @@ def test_milvus_add_extra() -> None:
     assert len(output) == 6
 
 
-def test_milvus_no_drop() -> None:
+def test_milvus_no_drop(temp_milvus_db: Any) -> None:
     """Test construction without dropping old data."""
     texts = ["foo", "bar", "baz"]
     metadatas = [{"page": i} for i in range(len(texts))]
-    docsearch = _milvus_from_texts(metadatas=metadatas)
+    docsearch = _milvus_from_texts(metadatas=metadatas, db_path=temp_milvus_db)
     del docsearch
 
-    docsearch = _milvus_from_texts(metadatas=metadatas, drop=False)
+    docsearch = _milvus_from_texts(
+        metadatas=metadatas, drop=False, db_path=temp_milvus_db
+    )
 
     output = docsearch.similarity_search("foo", k=10)
     assert len(output) == 6
 
 
-def test_milvus_get_pks() -> None:
+def test_milvus_get_pks(temp_milvus_db: Any) -> None:
     """Test end to end construction and get pks with expr"""
     texts = ["foo", "bar", "baz"]
     metadatas = [{"id": i} for i in range(len(texts))]
-    docsearch = _milvus_from_texts(metadatas=metadatas)
+    docsearch = _milvus_from_texts(metadatas=metadatas, db_path=temp_milvus_db)
     expr = "id in [1,2]"
     output = _get_pks(expr, docsearch)
     assert len(output) == 2
 
 
-def test_milvus_delete_entities() -> None:
+def test_milvus_delete_entities(temp_milvus_db: Any) -> None:
     """Test end to end construction and delete entities"""
     texts = ["foo", "bar", "baz"]
     metadatas = [{"id": i} for i in range(len(texts))]
-    docsearch = _milvus_from_texts(metadatas=metadatas)
+    docsearch = _milvus_from_texts(metadatas=metadatas, db_path=temp_milvus_db)
     expr = "id in [1,2]"
     pks = _get_pks(expr, docsearch)
     result = docsearch.delete(pks)
     assert result.delete_count == 2  # type: ignore[attr-defined]
 
 
-def test_milvus_upsert_entities() -> None:
+def test_milvus_upsert_entities(temp_milvus_db: Any) -> None:
     """Test end to end construction and upsert entities"""
     texts = ["foo", "bar", "baz"]
     metadatas = [{"id": i} for i in range(len(texts))]
-    docsearch = _milvus_from_texts(metadatas=metadatas)
+    docsearch = _milvus_from_texts(metadatas=metadatas, db_path=temp_milvus_db)
     expr = "id in [1,2]"
     pks = _get_pks(expr, docsearch)
     documents = [
@@ -201,11 +216,13 @@ def test_milvus_upsert_entities() -> None:
     assert len(ids) == 2  # type: ignore[arg-type]
 
 
-def test_milvus_enable_dynamic_field() -> None:
+def test_milvus_enable_dynamic_field(temp_milvus_db: Any) -> None:
     """Test end to end construction and enable dynamic field"""
     texts = ["foo", "bar", "baz"]
     metadatas = [{"id": i} for i in range(len(texts))]
-    docsearch = _milvus_from_texts(metadatas=metadatas, enable_dynamic_field=True)
+    docsearch = _milvus_from_texts(
+        metadatas=metadatas, enable_dynamic_field=True, db_path=temp_milvus_db
+    )
     output = docsearch.similarity_search("foo", k=10)
     assert len(output) == 3
 
@@ -223,11 +240,13 @@ def test_milvus_enable_dynamic_field() -> None:
     }
 
 
-def test_milvus_disable_dynamic_field() -> None:
+def test_milvus_disable_dynamic_field(temp_milvus_db: Any) -> None:
     """Test end to end construction and disable dynamic field"""
     texts = ["foo", "bar", "baz"]
     metadatas = [{"id": i} for i in range(len(texts))]
-    docsearch = _milvus_from_texts(metadatas=metadatas, enable_dynamic_field=False)
+    docsearch = _milvus_from_texts(
+        metadatas=metadatas, enable_dynamic_field=False, db_path=temp_milvus_db
+    )
     output = docsearch.similarity_search("foo", k=10)
     assert len(output) == 3
     # ["pk", "text", "vector", "id"]
@@ -255,11 +274,13 @@ def test_milvus_disable_dynamic_field() -> None:
         docsearch.add_texts(texts, new_metadatas)
 
 
-def test_milvus_metadata_field() -> None:
+def test_milvus_metadata_field(temp_milvus_db: Any) -> None:
     """Test end to end construction and use metadata field"""
     texts = ["foo", "bar", "baz"]
     metadatas = [{"id": i} for i in range(len(texts))]
-    docsearch = _milvus_from_texts(metadatas=metadatas, metadata_field="metadata")
+    docsearch = _milvus_from_texts(
+        metadatas=metadatas, metadata_field="metadata", db_path=temp_milvus_db
+    )
     output = docsearch.similarity_search("foo", k=10)
     assert len(output) == 3
 
@@ -277,7 +298,7 @@ def test_milvus_metadata_field() -> None:
     }
 
 
-def test_milvus_enable_dynamic_field_with_partition_key() -> None:
+def test_milvus_enable_dynamic_field_with_partition_key(temp_milvus_db: Any) -> None:
     """
     Test end to end construction and enable dynamic field
     with partition_key_field
@@ -286,7 +307,10 @@ def test_milvus_enable_dynamic_field_with_partition_key() -> None:
     metadatas = [{"id": i, "namespace": f"name_{i}"} for i in range(len(texts))]
 
     docsearch = _milvus_from_texts(
-        metadatas=metadatas, enable_dynamic_field=True, partition_key_field="namespace"
+        metadatas=metadatas,
+        enable_dynamic_field=True,
+        partition_key_field="namespace",
+        db_path=temp_milvus_db,
     )
 
     # filter on a single namespace
@@ -325,18 +349,20 @@ def test_milvus_sparse_embeddings() -> None:
 
         nltk.download("punkt_tab")
         sparse_embedding_func = BM25SparseEmbedding(corpus=texts)
-    docsearch = Milvus.from_texts(
-        embedding=sparse_embedding_func,
-        texts=texts,
-        connection_args={"uri": "./milvus_demo.db"},
-        drop_old=True,
-    )
 
-    output = docsearch.similarity_search("Pilgrim", k=1)
+    with tempfile.NamedTemporaryFile(suffix=".db") as temp_db:
+        docsearch = Milvus.from_texts(
+            embedding=sparse_embedding_func,
+            texts=texts,
+            connection_args={"uri": temp_db.name},
+            drop_old=True,
+        )
+
+        output = docsearch.similarity_search("Pilgrim", k=1)
     assert "Pilgrim" in output[0].page_content
 
 
-def test_milvus_array_field() -> None:
+def test_milvus_array_field(temp_milvus_db: Any) -> None:
     """Manually specify metadata schema, including an array_field.
     For more information about array data type and filtering, please refer to
     https://milvus.io/docs/array_data_type.md
@@ -359,6 +385,7 @@ def test_milvus_array_field() -> None:
             #     "dtype": DataType.INT64,
             # }
         },
+        db_path=temp_milvus_db,
     )
     output = docsearch.similarity_search("foo", k=10, expr="array_field[0] < 2")
     assert len(output) == 2
@@ -372,6 +399,7 @@ def test_milvus_array_field() -> None:
     docsearch = _milvus_from_texts(
         enable_dynamic_field=True,
         metadatas=metadatas,
+        db_path=temp_milvus_db,
     )
     output = docsearch.similarity_search("foo", k=10, expr="array_field[0] < 2")
     assert len(output) == 2

From aa69101ba08408708c4cc6dcd6e4500883908ba5 Mon Sep 17 00:00:00 2001
From: Chester Curme <chester.curme@gmail.com>
Date: Tue, 17 Sep 2024 13:58:28 -0400
Subject: [PATCH 5/6] add return type

---
 .../milvus/tests/integration_tests/vectorstores/test_milvus.py  | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/libs/partners/milvus/tests/integration_tests/vectorstores/test_milvus.py b/libs/partners/milvus/tests/integration_tests/vectorstores/test_milvus.py
index 7f643cbb818d5..fffb0bb85def1 100644
--- a/libs/partners/milvus/tests/integration_tests/vectorstores/test_milvus.py
+++ b/libs/partners/milvus/tests/integration_tests/vectorstores/test_milvus.py
@@ -27,7 +27,7 @@
 # https://milvus.io/docs/install_standalone-docker.md
 #
 @pytest.fixture
-def temp_milvus_db():
+def temp_milvus_db() -> Any:
     with tempfile.NamedTemporaryFile(suffix=".db") as temp_file:
         yield temp_file.name
 

From d85a96316ebdc365733407602316a52f44e2fc5a Mon Sep 17 00:00:00 2001
From: Chester Curme <chester.curme@gmail.com>
Date: Tue, 17 Sep 2024 14:06:11 -0400
Subject: [PATCH 6/6] retain support for langchain-core 0.2 and python 3.8

---
 libs/partners/milvus/poetry.lock    | 370 +++++++++++++++-------------
 libs/partners/milvus/pyproject.toml |  37 ++-
 2 files changed, 225 insertions(+), 182 deletions(-)

diff --git a/libs/partners/milvus/poetry.lock b/libs/partners/milvus/poetry.lock
index 54de94aa9b33a..89f55330efdc8 100644
--- a/libs/partners/milvus/poetry.lock
+++ b/libs/partners/milvus/poetry.lock
@@ -11,6 +11,9 @@ files = [
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
 ]
 
+[package.dependencies]
+typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.9\""}
+
 [[package]]
 name = "anyio"
 version = "4.4.0"
@@ -516,6 +519,26 @@ files = [
     {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
 ]
 
+[[package]]
+name = "langchain-core"
+version = "0.2.40"
+description = "Building applications with LLMs through composability"
+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
+    {file = "langchain_core-0.2.40-py3-none-any.whl", hash = "sha256:71fff5cafa4b9c82a3a716e985f071383be452c35d8cc3169b3a393e6857fc99"},
+    {file = "langchain_core-0.2.40.tar.gz", hash = "sha256:c838ea0c0b73475a8e58ced3e306b6d926ef063721abd164f237c8664916f502"},
+]
+
+[package.dependencies]
+jsonpatch = ">=1.33,<2.0"
+langsmith = ">=0.1.112,<0.2.0"
+packaging = ">=23.2,<25"
+pydantic = {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""}
+PyYAML = ">=5.3"
+tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
+typing-extensions = ">=4.7"
+
 [[package]]
 name = "langchain-core"
 version = "0.3.0"
@@ -694,56 +717,39 @@ files = [
 
 [[package]]
 name = "numpy"
-version = "2.0.2"
+version = "1.24.4"
 description = "Fundamental package for array computing in Python"
 optional = false
-python-versions = ">=3.9"
-files = [
-    {file = "numpy-2.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:51129a29dbe56f9ca83438b706e2e69a39892b5eda6cedcb6b0c9fdc9b0d3ece"},
-    {file = "numpy-2.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f15975dfec0cf2239224d80e32c3170b1d168335eaedee69da84fbe9f1f9cd04"},
-    {file = "numpy-2.0.2-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:8c5713284ce4e282544c68d1c3b2c7161d38c256d2eefc93c1d683cf47683e66"},
-    {file = "numpy-2.0.2-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:becfae3ddd30736fe1889a37f1f580e245ba79a5855bff5f2a29cb3ccc22dd7b"},
-    {file = "numpy-2.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2da5960c3cf0df7eafefd806d4e612c5e19358de82cb3c343631188991566ccd"},
-    {file = "numpy-2.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:496f71341824ed9f3d2fd36cf3ac57ae2e0165c143b55c3a035ee219413f3318"},
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 [[package]]
 name = "scipy"
@@ -1683,6 +1683,21 @@ dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy (==1.10.0)", "pycodest
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+
 [[package]]
 name = "setuptools"
 version = "75.1.0"
@@ -2231,41 +2246,46 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "watchdog"
-version = "5.0.2"
+version = "4.0.2"
 description = "Filesystem events monitoring"
 optional = false
-python-versions = ">=3.9"
-files = [
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+python-versions = ">=3.8"
+files = [
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+    {file = "watchdog-4.0.2-py3-none-win_amd64.whl", hash = "sha256:c344453ef3bf875a535b0488e3ad28e341adbd5a9ffb0f7d62cefacc8824ef2b"},
+    {file = "watchdog-4.0.2-py3-none-win_ia64.whl", hash = "sha256:baececaa8edff42cd16558a639a9b0ddf425f93d892e8392a56bf904f5eff22c"},
+    {file = "watchdog-4.0.2.tar.gz", hash = "sha256:b4dfbb6c49221be4535623ea4474a4d6ee0a9cef4a80b20c28db4d858b64e270"},
 ]
 
 [package.extras]
@@ -2273,5 +2293,5 @@ watchmedo = ["PyYAML (>=3.10)"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.9,<4.0"
-content-hash = "0cfacd60fff25de0b07733f2f3fb7676e4937ba6fb78c03411a30a2462ece628"
+python-versions = ">=3.8.1,<4.0"
+content-hash = "21f5bd85bbf28a2ff76b016dd527d8358ecf0a57905d5c8e54c7c66ac68a018e"
diff --git a/libs/partners/milvus/pyproject.toml b/libs/partners/milvus/pyproject.toml
index 73dcbaece33b1..bfa8fcbea51e4 100644
--- a/libs/partners/milvus/pyproject.toml
+++ b/libs/partners/milvus/pyproject.toml
@@ -25,10 +25,17 @@ ignore_missing_imports = "True"
 "Release Notes" = "https://github.com/langchain-ai/langchain/releases?q=tag%3A%22langchain-milvus%3D%3D0%22&expanded=true"
 
 [tool.poetry.dependencies]
-python = ">=3.9,<4.0"
-langchain-core = "^0.3"
+python = ">=3.8.1,<4.0"
 pymilvus = "^2.4.3"
 
+[[tool.poetry.dependencies.langchain-core]]
+version = ">=0.2.38,<0.4"
+python = ">=3.9"
+
+[[tool.poetry.dependencies.langchain-core]]
+version = ">=0.2.38,<0.3"
+python = "<3.9"
+
 [[tool.poetry.dependencies.scipy]]
 version = "^1.7"
 python = "<3.12"
@@ -73,6 +80,15 @@ pytest-watcher = "^0.3.4"
 pytest-asyncio = "^0.21.1"
 milvus_model = "^0.2.0"
 
+[[tool.poetry.group.test.dependencies.langchain-core]]
+path = "../../core"
+develop = true
+python = ">=3.9"
+
+[[tool.poetry.group.test.dependencies.langchain-core]]
+version = ">=0.2.38,<0.3"
+python = "<3.9"
+
 [tool.poetry.group.codespell.dependencies]
 codespell = "^2.2.0"
 
@@ -87,14 +103,21 @@ mypy = "^0.991"
 types-requests = "^2"
 simsimd = "^5.0.0"
 
-[tool.poetry.group.test.dependencies.langchain-core]
+[[tool.poetry.group.typing.dependencies.langchain-core]]
 path = "../../core"
 develop = true
+python = ">=3.9"
 
-[tool.poetry.group.typing.dependencies.langchain-core]
-path = "../../core"
-develop = true
+[[tool.poetry.group.typing.dependencies.langchain-core]]
+version = ">=0.2.38,<0.3"
+python = "<3.9"
 
-[tool.poetry.group.dev.dependencies.langchain-core]
+[tool.poetry.group.dev.dependencies]
+[[tool.poetry.group.dev.dependencies.langchain-core]]
 path = "../../core"
 develop = true
+python = ">=3.9"
+
+[[tool.poetry.group.dev.dependencies.langchain-core]]
+version = ">=0.2.38,<0.3"
+python = "<3.9"