From cc25f334b3457b21f8d9d49c3b7d7a2997e6c5b3 Mon Sep 17 00:00:00 2001 From: "Jeffrey A. Clark" Date: Thu, 18 Sep 2025 11:41:34 -0400 Subject: [PATCH 1/9] INTPYTHON-752 Integrate pymongo-vectorsearch-utils --- .../langchain_mongodb/index.py | 7 ++- .../langchain_mongodb/utils.py | 8 +--- .../langchain_mongodb/vectorstores.py | 46 +++---------------- libs/langchain-mongodb/pyproject.toml | 1 + libs/langchain-mongodb/tests/utils.py | 3 +- 5 files changed, 17 insertions(+), 48 deletions(-) diff --git a/libs/langchain-mongodb/langchain_mongodb/index.py b/libs/langchain-mongodb/langchain_mongodb/index.py index fd53956c..f4c7fea6 100644 --- a/libs/langchain-mongodb/langchain_mongodb/index.py +++ b/libs/langchain-mongodb/langchain_mongodb/index.py @@ -2,14 +2,17 @@ import logging from time import monotonic, sleep -from typing import Any, Callable, Dict, List, Optional, Union +from typing import Any, Callable, Dict, List, Optional from pymongo.collection import Collection -from pymongo.operations import SearchIndexModel logger = logging.getLogger(__file__) +# Don't break imports for modules that expect these functions +# to be in this module. + + def _vector_search_index_definition( dimensions: int, path: str, diff --git a/libs/langchain-mongodb/langchain_mongodb/utils.py b/libs/langchain-mongodb/langchain_mongodb/utils.py index 826ce56e..9e3f4e22 100644 --- a/libs/langchain-mongodb/langchain_mongodb/utils.py +++ b/libs/langchain-mongodb/langchain_mongodb/utils.py @@ -24,7 +24,6 @@ from typing import Any, Dict, List, Union import numpy as np -from pymongo import MongoClient from pymongo.driver_info import DriverInfo logger = logging.getLogger(__name__) @@ -33,11 +32,8 @@ DRIVER_METADATA = DriverInfo(name="Langchain", version=version("langchain-mongodb")) - -def _append_client_metadata(client: MongoClient) -> None: - # append_metadata was added in PyMongo 4.14.0, but is a valid database name on earlier versions - if callable(client.append_metadata): - client.append_metadata(DRIVER_METADATA) +# Don't break imports for modules that expect this function +# to be in this module. def cosine_similarity(X: Matrix, Y: Matrix) -> np.ndarray: diff --git a/libs/langchain-mongodb/langchain_mongodb/vectorstores.py b/libs/langchain-mongodb/langchain_mongodb/vectorstores.py index f49b7dda..23f2a7f2 100644 --- a/libs/langchain-mongodb/langchain_mongodb/vectorstores.py +++ b/libs/langchain-mongodb/langchain_mongodb/vectorstores.py @@ -22,9 +22,10 @@ from langchain_core.embeddings import Embeddings from langchain_core.runnables.config import run_in_executor from langchain_core.vectorstores import VectorStore -from pymongo import MongoClient, ReplaceOne +from pymongo import MongoClient from pymongo.collection import Collection from pymongo.errors import CollectionInvalid +from pymongo_vectorsearch_utils import bulk_embed_and_insert_texts from langchain_mongodb.index import ( create_vector_search_index, @@ -362,11 +363,11 @@ def add_texts( metadatas_batch.append(metadata) if (j + 1) % batch_size == 0 or size >= 47_000_000: if ids: - batch_res = self.bulk_embed_and_insert_texts( + batch_res = bulk_embed_and_insert_texts( texts_batch, metadatas_batch, ids[i : j + 1] ) else: - batch_res = self.bulk_embed_and_insert_texts( + batch_res = bulk_embed_and_insert_texts( texts_batch, metadatas_batch ) result_ids.extend(batch_res) @@ -376,13 +377,11 @@ def add_texts( i = j + 1 if texts_batch: if ids: - batch_res = self.bulk_embed_and_insert_texts( + batch_res = bulk_embed_and_insert_texts( texts_batch, metadatas_batch, ids[i : j + 1] ) else: - batch_res = self.bulk_embed_and_insert_texts( - texts_batch, metadatas_batch - ) + batch_res = bulk_embed_and_insert_texts(texts_batch, metadatas_batch) result_ids.extend(batch_res) return result_ids @@ -419,37 +418,6 @@ def get_by_ids(self, ids: Sequence[str], /) -> list[Document]: docs.append(Document(page_content=text, id=oid_to_str(_id), metadata=doc)) return docs - def bulk_embed_and_insert_texts( - self, - texts: Union[List[str], Iterable[str]], - metadatas: Union[List[dict], Generator[dict, Any, Any]], - ids: Optional[List[str]] = None, - ) -> List[str]: - """Bulk insert single batch of texts, embeddings, and optionally ids. - - See add_texts for additional details. - """ - if not texts: - return [] - # Compute embedding vectors - embeddings = self._embedding.embed_documents(list(texts)) - if not ids: - ids = [str(ObjectId()) for _ in range(len(list(texts)))] - docs = [ - { - "_id": str_to_oid(i), - self._text_key: t, - self._embedding_key: embedding, - **m, - } - for i, t, m, embedding in zip(ids, texts, metadatas, embeddings) - ] - operations = [ReplaceOne({"_id": doc["_id"]}, doc, upsert=True) for doc in docs] - # insert the documents in MongoDB Atlas - result = self._collection.bulk_write(operations) - assert result.upserted_ids is not None - return [oid_to_str(_id) for _id in result.upserted_ids.values()] - def add_documents( self, documents: List[Document], @@ -481,7 +449,7 @@ def add_documents( *[(doc.page_content, doc.metadata) for doc in documents[start:end]] ) result_ids.extend( - self.bulk_embed_and_insert_texts( + bulk_embed_and_insert_texts( texts=texts, metadatas=metadatas, ids=ids[start:end] ) ) diff --git a/libs/langchain-mongodb/pyproject.toml b/libs/langchain-mongodb/pyproject.toml index 9b027a11..02302e6a 100644 --- a/libs/langchain-mongodb/pyproject.toml +++ b/libs/langchain-mongodb/pyproject.toml @@ -16,6 +16,7 @@ dependencies = [ "langchain-text-splitters>=0.3", "numpy>=1.26", "lark<2.0.0,>=1.1.9", + # "pymongo-vectorsearch-utils", ] [dependency-groups] diff --git a/libs/langchain-mongodb/tests/utils.py b/libs/langchain-mongodb/tests/utils.py index 97482342..8fc4c9d9 100644 --- a/libs/langchain-mongodb/tests/utils.py +++ b/libs/langchain-mongodb/tests/utils.py @@ -26,6 +26,7 @@ from pymongo.driver_info import DriverInfo from pymongo.operations import SearchIndexModel from pymongo.results import BulkWriteResult, DeleteResult, InsertManyResult +from pymongo_vectorsearch_utils import bulk_embed_and_insert_texts from langchain_mongodb import MongoDBAtlasVectorSearch from langchain_mongodb.agent_toolkit.database import MongoDBDatabase @@ -63,7 +64,7 @@ def bulk_embed_and_insert_texts( ids: Optional[List[str]] = None, ) -> List: """Patched insert_texts that waits for data to be indexed before returning""" - ids_inserted = super().bulk_embed_and_insert_texts(texts, metadatas, ids) + ids_inserted = bulk_embed_and_insert_texts(texts, metadatas, ids) n_docs = self.collection.count_documents({}) start = monotonic() while monotonic() - start <= TIMEOUT: From 209f13daf11b284a9b7ddb2b2f79fc873b02e00e Mon Sep 17 00:00:00 2001 From: "Jeffrey A. Clark" Date: Mon, 6 Oct 2025 08:18:23 -0400 Subject: [PATCH 2/9] Add pymongo-search-utils to dev deps --- libs/langchain-mongodb/pyproject.toml | 4 +- libs/langchain-mongodb/uv.lock | 434 +--------------------- pyproject.toml | 2 +- uv.lock | 503 +++----------------------- 4 files changed, 73 insertions(+), 870 deletions(-) diff --git a/libs/langchain-mongodb/pyproject.toml b/libs/langchain-mongodb/pyproject.toml index 02302e6a..f546bca9 100644 --- a/libs/langchain-mongodb/pyproject.toml +++ b/libs/langchain-mongodb/pyproject.toml @@ -8,7 +8,7 @@ name = "langchain-mongodb" version = "0.7.0" description = "An integration package connecting MongoDB and LangChain" readme = "README.md" -requires-python = ">=3.9" +requires-python = ">=3.10" dependencies = [ "langchain-core>=0.3", "langchain>=0.3", @@ -16,7 +16,6 @@ dependencies = [ "langchain-text-splitters>=0.3", "numpy>=1.26", "lark<2.0.0,>=1.1.9", - # "pymongo-vectorsearch-utils", ] [dependency-groups] @@ -43,6 +42,7 @@ dev = [ "langchain-tests==0.3.22", "pip>=25.0.1", "typing-extensions>=4.12.2", + "pymongo-search-utils@git+https://github.com/mongodb-labs/pymongo-search-utils.git", ] [tool.pytest.ini_options] diff --git a/libs/langchain-mongodb/uv.lock b/libs/langchain-mongodb/uv.lock index ba4927f9..0340df09 100644 --- a/libs/langchain-mongodb/uv.lock +++ b/libs/langchain-mongodb/uv.lock @@ -1,15 +1,13 @@ version = 1 revision = 3 -requires-python = ">=3.9" +requires-python = ">=3.10" resolution-markers = [ "python_full_version >= '3.13' and platform_python_implementation == 'PyPy'", "python_full_version >= '3.13' and platform_python_implementation != 'PyPy'", "python_full_version >= '3.11' and python_full_version < '3.13' and platform_python_implementation == 'PyPy'", "python_full_version >= '3.11' and python_full_version < '3.13' and platform_python_implementation != 'PyPy'", - 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{ url = "https://files.pythonhosted.org/packages/a2/e2/0b0c5a0f4f7699fecd92c1ba6278ef9b01f2b0b0dd46f62bfc6729c05659/zstandard-0.23.0-cp39-cp39-win_amd64.whl", hash = "sha256:f8346bfa098532bc1fb6c7ef06783e969d87a99dd1d2a5a18a892c1d7a643c58", size = 495528, upload-time = "2024-07-15T00:18:04.452Z" }, ] From 2ea5a143d98ae2aa3a8117313ff3148fb4772037 Mon Sep 17 00:00:00 2001 From: "Jeffrey A. Clark" Date: Mon, 6 Oct 2025 08:22:02 -0400 Subject: [PATCH 3/9] Fix imports --- libs/langchain-mongodb/langchain_mongodb/vectorstores.py | 7 ++++--- libs/langchain-mongodb/tests/utils.py | 2 +- 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/libs/langchain-mongodb/langchain_mongodb/vectorstores.py b/libs/langchain-mongodb/langchain_mongodb/vectorstores.py index 23f2a7f2..d0db22f1 100644 --- a/libs/langchain-mongodb/langchain_mongodb/vectorstores.py +++ b/libs/langchain-mongodb/langchain_mongodb/vectorstores.py @@ -25,7 +25,7 @@ from pymongo import MongoClient from pymongo.collection import Collection from pymongo.errors import CollectionInvalid -from pymongo_vectorsearch_utils import bulk_embed_and_insert_texts +from pymongo_search_utils import bulk_embed_and_insert_texts from langchain_mongodb.index import ( create_vector_search_index, @@ -357,7 +357,7 @@ def add_texts( metadatas_batch = [] size = 0 i = 0 - for j, (text, metadata) in enumerate(zip(texts, _metadatas)): + for j, (text, metadata) in enumerate(zip(texts, _metadatas, strict=False)): size += len(text) + len(metadata) texts_batch.append(text) metadatas_batch.append(metadata) @@ -446,7 +446,8 @@ def add_documents( start = 0 for end in range(batch_size, n_docs + batch_size, batch_size): texts, metadatas = zip( - *[(doc.page_content, doc.metadata) for doc in documents[start:end]] + *[(doc.page_content, doc.metadata) for doc in documents[start:end]], + strict=False, ) result_ids.extend( bulk_embed_and_insert_texts( diff --git a/libs/langchain-mongodb/tests/utils.py b/libs/langchain-mongodb/tests/utils.py index 8fc4c9d9..6297ea82 100644 --- a/libs/langchain-mongodb/tests/utils.py +++ b/libs/langchain-mongodb/tests/utils.py @@ -26,7 +26,7 @@ from pymongo.driver_info import DriverInfo from pymongo.operations import SearchIndexModel from pymongo.results import BulkWriteResult, DeleteResult, InsertManyResult -from pymongo_vectorsearch_utils import bulk_embed_and_insert_texts +from pymongo_search_utils import bulk_embed_and_insert_texts from langchain_mongodb import MongoDBAtlasVectorSearch from langchain_mongodb.agent_toolkit.database import MongoDBDatabase From 76b2d901332ce2b810a2389e956d6a493d43bdd8 Mon Sep 17 00:00:00 2001 From: "Jeffrey A. Clark" Date: Mon, 6 Oct 2025 09:24:00 -0400 Subject: [PATCH 4/9] Fix imports removed by ruff --- libs/langchain-mongodb/langchain_mongodb/index.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/libs/langchain-mongodb/langchain_mongodb/index.py b/libs/langchain-mongodb/langchain_mongodb/index.py index f4c7fea6..39e00e92 100644 --- a/libs/langchain-mongodb/langchain_mongodb/index.py +++ b/libs/langchain-mongodb/langchain_mongodb/index.py @@ -6,11 +6,14 @@ from pymongo.collection import Collection -logger = logging.getLogger(__file__) - - # Don't break imports for modules that expect these functions # to be in this module. +from pymongo_search_utils import ( # noqa: F401 + create_vector_search_index, + update_vector_search_index, +) + +logger = logging.getLogger(__file__) def _vector_search_index_definition( From 91985dd9bb384db551f93a2908d51a909648e316 Mon Sep 17 00:00:00 2001 From: "Jeffrey A. Clark" Date: Mon, 6 Oct 2025 09:54:24 -0400 Subject: [PATCH 5/9] Fix imports removed by ruff Also ignore UP038 based on https://github.com/mongodb/django-mongodb-backend/pull/389 --- libs/langchain-mongodb/langchain_mongodb/utils.py | 7 ++++--- libs/langchain-mongodb/pyproject.toml | 2 +- 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/libs/langchain-mongodb/langchain_mongodb/utils.py b/libs/langchain-mongodb/langchain_mongodb/utils.py index 9e3f4e22..265afce2 100644 --- a/libs/langchain-mongodb/langchain_mongodb/utils.py +++ b/libs/langchain-mongodb/langchain_mongodb/utils.py @@ -26,15 +26,16 @@ import numpy as np from pymongo.driver_info import DriverInfo +# Don't break imports for modules that expect this function +# to be in this module. +from pymongo_search_utils import _append_client_metadata # noqa: F401 + logger = logging.getLogger(__name__) Matrix = Union[List[List[float]], List[np.ndarray], np.ndarray] DRIVER_METADATA = DriverInfo(name="Langchain", version=version("langchain-mongodb")) -# Don't break imports for modules that expect this function -# to be in this module. - def cosine_similarity(X: Matrix, Y: Matrix) -> np.ndarray: """Row-wise cosine similarity between two equal-width matrices.""" diff --git a/libs/langchain-mongodb/pyproject.toml b/libs/langchain-mongodb/pyproject.toml index f546bca9..741919dc 100644 --- a/libs/langchain-mongodb/pyproject.toml +++ b/libs/langchain-mongodb/pyproject.toml @@ -78,7 +78,7 @@ lint.select = [ "B", # flake8-bugbear "I", # isort ] -lint.ignore = ["E501", "B008", "UP007", "UP006", "UP035"] +lint.ignore = ["E501", "B008", "UP007", "UP006", "UP035", "UP038"] [tool.coverage.run] omit = ["tests/*"] From 78ded9f29fdca8aa3db8176e45ad7f05ffa5a4e6 Mon Sep 17 00:00:00 2001 From: "Jeffrey A. Clark" Date: Mon, 6 Oct 2025 09:57:17 -0400 Subject: [PATCH 6/9] Import append_client_metadata as _append_client_metadata --- libs/langchain-mongodb/langchain_mongodb/utils.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/libs/langchain-mongodb/langchain_mongodb/utils.py b/libs/langchain-mongodb/langchain_mongodb/utils.py index 265afce2..847d411e 100644 --- a/libs/langchain-mongodb/langchain_mongodb/utils.py +++ b/libs/langchain-mongodb/langchain_mongodb/utils.py @@ -28,7 +28,9 @@ # Don't break imports for modules that expect this function # to be in this module. -from pymongo_search_utils import _append_client_metadata # noqa: F401 +from pymongo_search_utils import ( + append_client_metadata as _append_client_metadata, # noqa: F401 +) logger = logging.getLogger(__name__) From b75d316e09788b1752dda35b4f3c6b29b89161be Mon Sep 17 00:00:00 2001 From: "Jeffrey A. Clark" Date: Fri, 10 Oct 2025 08:16:34 -0400 Subject: [PATCH 7/9] Add missing required arg to _append_client_metadata --- .../langchain_mongodb/agent_toolkit/database.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/libs/langchain-mongodb/langchain_mongodb/agent_toolkit/database.py b/libs/langchain-mongodb/langchain_mongodb/agent_toolkit/database.py index 31e8c5ef..9c6b722c 100644 --- a/libs/langchain-mongodb/langchain_mongodb/agent_toolkit/database.py +++ b/libs/langchain-mongodb/langchain_mongodb/agent_toolkit/database.py @@ -64,7 +64,7 @@ def __init__( self._sample_docs_in_coll_info = sample_docs_in_collection_info self._indexes_in_coll_info = indexes_in_collection_info - _append_client_metadata(self._client) + _append_client_metadata(self._client, DRIVER_METADATA) @classmethod def from_connection_string( From aa528f3da1561ab46ec97ffda45b10c7c1fcbb03 Mon Sep 17 00:00:00 2001 From: "Jeffrey A. Clark" Date: Fri, 10 Oct 2025 08:29:24 -0400 Subject: [PATCH 8/9] Lint --- .../langchain_mongodb/docstores.py | 8 +- .../langchain_mongodb/index.py | 105 +----------------- .../langchain_mongodb/indexes.py | 2 +- .../tests/integration_tests/test_cache.py | 2 +- .../tests/unit_tests/test_cache.py | 2 +- 5 files changed, 10 insertions(+), 109 deletions(-) diff --git a/libs/langchain-mongodb/langchain_mongodb/docstores.py b/libs/langchain-mongodb/langchain_mongodb/docstores.py index f7109aa0..aef6f219 100644 --- a/libs/langchain-mongodb/langchain_mongodb/docstores.py +++ b/libs/langchain-mongodb/langchain_mongodb/docstores.py @@ -99,12 +99,13 @@ def mset( batch_size: Number of documents to insert at a time. Tuning this may help with performance and sidestep MongoDB limits. """ - keys, docs = zip(*key_value_pairs) + keys, docs = zip(*key_value_pairs, strict=False) n_docs = len(docs) start = 0 for end in range(batch_size, n_docs + batch_size, batch_size): texts, metadatas = zip( - *[(doc.page_content, doc.metadata) for doc in docs[start:end]] + *[(doc.page_content, doc.metadata) for doc in docs[start:end]], + strict=False, ) self.insert_many(texts=texts, metadatas=metadatas, ids=keys[start:end]) # type: ignore start = end @@ -149,6 +150,7 @@ def insert_many( in the batch that do not have conflicting _ids will still be inserted. """ to_insert = [ - {"_id": i, self._text_key: t, **m} for i, t, m in zip(ids, texts, metadatas) + {"_id": i, self._text_key: t, **m} + for i, t, m in zip(ids, texts, metadatas, strict=False) ] self.collection.insert_many(to_insert) # type: ignore diff --git a/libs/langchain-mongodb/langchain_mongodb/index.py b/libs/langchain-mongodb/langchain_mongodb/index.py index 39e00e92..a5a4d705 100644 --- a/libs/langchain-mongodb/langchain_mongodb/index.py +++ b/libs/langchain-mongodb/langchain_mongodb/index.py @@ -2,9 +2,10 @@ import logging from time import monotonic, sleep -from typing import Any, Callable, Dict, List, Optional +from typing import Any, Callable, Dict, List, Optional, Union from pymongo.collection import Collection +from pymongo.operations import SearchIndexModel # Don't break imports for modules that expect these functions # to be in this module. @@ -40,60 +41,6 @@ def _vector_search_index_definition( return definition -def create_vector_search_index( - collection: Collection, - index_name: str, - dimensions: int, - path: str, - similarity: str, - filters: Optional[List[str]] = None, - *, - wait_until_complete: Optional[float] = None, - **kwargs: Any, -) -> None: - """Experimental Utility function to create a vector search index - - Args: - collection (Collection): MongoDB Collection - index_name (str): Name of Index - dimensions (int): Number of dimensions in embedding - path (str): field with vector embedding - similarity (str): The similarity score used for the index - filters (List[str]): Fields/paths to index to allow filtering in $vectorSearch - wait_until_complete (Optional[float]): If provided, number of seconds to wait - until search index is ready. - kwargs: Keyword arguments supplying any additional options to SearchIndexModel. - """ - logger.info("Creating Search Index %s on %s", index_name, collection.name) - - if collection.name not in collection.database.list_collection_names( - authorizedCollections=True - ): - collection.database.create_collection(collection.name) - - result = collection.create_search_index( - SearchIndexModel( - definition=_vector_search_index_definition( - dimensions=dimensions, - path=path, - similarity=similarity, - filters=filters, - **kwargs, - ), - name=index_name, - type="vectorSearch", - ) - ) - - if wait_until_complete: - _wait_for_predicate( - predicate=lambda: _is_index_ready(collection, index_name), - err=f"{index_name=} did not complete in {wait_until_complete}!", - timeout=wait_until_complete, - ) - logger.info(result) - - def drop_vector_search_index( collection: Collection, index_name: str, @@ -121,54 +68,6 @@ def drop_vector_search_index( logger.info("Vector Search index %s.%s dropped", collection.name, index_name) -def update_vector_search_index( - collection: Collection, - index_name: str, - dimensions: int, - path: str, - similarity: str, - filters: Optional[List[str]] = None, - *, - wait_until_complete: Optional[float] = None, - **kwargs: Any, -) -> None: - """Update a search index. - - Replace the existing index definition with the provided definition. - - Args: - collection (Collection): MongoDB Collection - index_name (str): Name of Index - dimensions (int): Number of dimensions in embedding - path (str): field with vector embedding - similarity (str): The similarity score used for the index. - filters (List[str]): Fields/paths to index to allow filtering in $vectorSearch - wait_until_complete (Optional[float]): If provided, number of seconds to wait - until search index is ready. - kwargs: Keyword arguments supplying any additional options to SearchIndexModel. - """ - logger.info( - "Updating Search Index %s from Collection: %s", index_name, collection.name - ) - collection.update_search_index( - name=index_name, - definition=_vector_search_index_definition( - dimensions=dimensions, - path=path, - similarity=similarity, - filters=filters, - **kwargs, - ), - ) - if wait_until_complete: - _wait_for_predicate( - predicate=lambda: _is_index_ready(collection, index_name), - err=f"Index {index_name} update did not complete in {wait_until_complete}!", - timeout=wait_until_complete, - ) - logger.info("Update succeeded") - - def _is_index_ready(collection: Collection, index_name: str) -> bool: """Check for the index name in the list of available search indexes to see if the specified index is of status READY diff --git a/libs/langchain-mongodb/langchain_mongodb/indexes.py b/libs/langchain-mongodb/langchain_mongodb/indexes.py index 76538051..68e2cf02 100644 --- a/libs/langchain-mongodb/langchain_mongodb/indexes.py +++ b/libs/langchain-mongodb/langchain_mongodb/indexes.py @@ -85,7 +85,7 @@ def update( if len(keys) != len(group_ids): raise ValueError("Number of keys does not match number of group_ids") - for key, group_id in zip(keys, group_ids): + for key, group_id in zip(keys, group_ids, strict=False): self._collection.find_one_and_update( {"namespace": self.namespace, "key": key}, {"$set": {"group_id": group_id, "updated_at": self.get_time()}}, diff --git a/libs/langchain-mongodb/tests/integration_tests/test_cache.py b/libs/langchain-mongodb/tests/integration_tests/test_cache.py index 7ad7f168..d4e37b99 100644 --- a/libs/langchain-mongodb/tests/integration_tests/test_cache.py +++ b/libs/langchain-mongodb/tests/integration_tests/test_cache.py @@ -203,7 +203,7 @@ def test_mongodb_atlas_cache_matrix( for prompt_i_generations in generations ] - for prompt_i, llm_generations_i in zip(prompts, llm_generations): + for prompt_i, llm_generations_i in zip(prompts, llm_generations, strict=False): _execute_test(prompt_i, llm_string, llm_generations_i) assert llm.generate(prompts) == LLMResult( generations=llm_generations, llm_output={} diff --git a/libs/langchain-mongodb/tests/unit_tests/test_cache.py b/libs/langchain-mongodb/tests/unit_tests/test_cache.py index edfadf3c..577787f6 100644 --- a/libs/langchain-mongodb/tests/unit_tests/test_cache.py +++ b/libs/langchain-mongodb/tests/unit_tests/test_cache.py @@ -221,7 +221,7 @@ def test_mongodb_atlas_cache_matrix( for prompt_i_generations in generations ] - for prompt_i, llm_generations_i in zip(prompts, llm_generations): + for prompt_i, llm_generations_i in zip(prompts, llm_generations, strict=False): _execute_test(prompt_i, llm_string, llm_generations_i) get_llm_cache()._collection._simulate_cache_aggregation_query = True # type: ignore From f1f8908d4ee7bd815d30f7a55423f1e87325538a Mon Sep 17 00:00:00 2001 From: "Jeffrey A. Clark" Date: Fri, 10 Oct 2025 08:36:46 -0400 Subject: [PATCH 9/9] Add missing required arg to _append_client_metadata --- .../langchain_mongodb/chat_message_histories.py | 2 +- libs/langchain-mongodb/langchain_mongodb/docstores.py | 2 +- .../langchain-mongodb/langchain_mongodb/graphrag/graph.py | 2 +- libs/langchain-mongodb/langchain_mongodb/indexes.py | 2 +- libs/langchain-mongodb/langchain_mongodb/loaders.py | 2 +- .../langchain_mongodb/retrievers/full_text_search.py | 8 ++++++-- libs/langchain-mongodb/langchain_mongodb/vectorstores.py | 2 +- 7 files changed, 12 insertions(+), 8 deletions(-) diff --git a/libs/langchain-mongodb/langchain_mongodb/chat_message_histories.py b/libs/langchain-mongodb/langchain_mongodb/chat_message_histories.py index 6ebd96bd..2f9a71c1 100644 --- a/libs/langchain-mongodb/langchain_mongodb/chat_message_histories.py +++ b/libs/langchain-mongodb/langchain_mongodb/chat_message_histories.py @@ -112,7 +112,7 @@ def __init__( if connection_string: raise ValueError("Must provide connection_string or client, not both") self.client = client - _append_client_metadata(self.client) + _append_client_metadata(self.client, DRIVER_METADATA) elif connection_string: try: self.client = MongoClient( diff --git a/libs/langchain-mongodb/langchain_mongodb/docstores.py b/libs/langchain-mongodb/langchain_mongodb/docstores.py index aef6f219..8aca17c3 100644 --- a/libs/langchain-mongodb/langchain_mongodb/docstores.py +++ b/libs/langchain-mongodb/langchain_mongodb/docstores.py @@ -37,7 +37,7 @@ def __init__(self, collection: Collection, text_key: str = "page_content") -> No self.collection = collection self._text_key = text_key - _append_client_metadata(self.collection.database.client) + _append_client_metadata(self.collection.database.client, DRIVER_METADATA) @classmethod def from_connection_string( diff --git a/libs/langchain-mongodb/langchain_mongodb/graphrag/graph.py b/libs/langchain-mongodb/langchain_mongodb/graphrag/graph.py index 52417444..ac283f9a 100644 --- a/libs/langchain-mongodb/langchain_mongodb/graphrag/graph.py +++ b/libs/langchain-mongodb/langchain_mongodb/graphrag/graph.py @@ -186,7 +186,7 @@ def __init__( self.collection = collection # append_metadata was added in PyMongo 4.14.0, but is a valid database name on earlier versions - _append_client_metadata(collection.database.client) + _append_client_metadata(collection.database.client, DRIVER_METADATA) self.entity_extraction_model = entity_extraction_model self.entity_prompt = ( diff --git a/libs/langchain-mongodb/langchain_mongodb/indexes.py b/libs/langchain-mongodb/langchain_mongodb/indexes.py index 68e2cf02..e1f7464e 100644 --- a/libs/langchain-mongodb/langchain_mongodb/indexes.py +++ b/libs/langchain-mongodb/langchain_mongodb/indexes.py @@ -36,7 +36,7 @@ def __init__(self, collection: Collection) -> None: super().__init__(namespace=namespace) self._collection = collection - _append_client_metadata(self._collection.database.client) + _append_client_metadata(self._collection.database.client, DRIVER_METADATA) @classmethod def from_connection_string( diff --git a/libs/langchain-mongodb/langchain_mongodb/loaders.py b/libs/langchain-mongodb/langchain_mongodb/loaders.py index 2fc42900..934ba8a6 100644 --- a/libs/langchain-mongodb/langchain_mongodb/loaders.py +++ b/libs/langchain-mongodb/langchain_mongodb/loaders.py @@ -54,7 +54,7 @@ def __init__( self.include_db_collection_in_metadata = include_db_collection_in_metadata # append_metadata was added in PyMongo 4.14.0, but is a valid database name on earlier versions - _append_client_metadata(self.db.client) + _append_client_metadata(self.db.client, DRIVER_METADATA) @classmethod def from_connection_string( diff --git a/libs/langchain-mongodb/langchain_mongodb/retrievers/full_text_search.py b/libs/langchain-mongodb/langchain_mongodb/retrievers/full_text_search.py index 087a4cd0..e30b0ddd 100644 --- a/libs/langchain-mongodb/langchain_mongodb/retrievers/full_text_search.py +++ b/libs/langchain-mongodb/langchain_mongodb/retrievers/full_text_search.py @@ -8,7 +8,11 @@ from pymongo.collection import Collection from langchain_mongodb.pipelines import text_search_stage -from langchain_mongodb.utils import _append_client_metadata, make_serializable +from langchain_mongodb.utils import ( + DRIVER_METADATA, + _append_client_metadata, + make_serializable, +) class MongoDBAtlasFullTextSearchRetriever(BaseRetriever): @@ -64,7 +68,7 @@ def _get_relevant_documents( ) if not self._added_metadata: - _append_client_metadata(self.collection.database.client) + _append_client_metadata(self.collection.database.client, DRIVER_METADATA) self._added_metadata = True # Execution diff --git a/libs/langchain-mongodb/langchain_mongodb/vectorstores.py b/libs/langchain-mongodb/langchain_mongodb/vectorstores.py index d0db22f1..ae914388 100644 --- a/libs/langchain-mongodb/langchain_mongodb/vectorstores.py +++ b/libs/langchain-mongodb/langchain_mongodb/vectorstores.py @@ -239,7 +239,7 @@ def __init__( self._relevance_score_fn = relevance_score_fn # append_metadata was added in PyMongo 4.14.0, but is a valid database name on earlier versions - _append_client_metadata(self._collection.database.client) + _append_client_metadata(self._collection.database.client, DRIVER_METADATA) if auto_create_index is False: return