You cannot select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.

Tymofii 0bec1f6877 commnity[patch]: refactor code for faiss vectorstore, update faiss vectorstore documentation (#18092) ... **Description:** Refactor code of FAISS vectorcstore and update the related documentation. Details: - replace `.format()` with f-strings for strings formatting; - refactor definition of a filtering function to make code more readable and more flexible; - slightly improve efficiency of `max_marginal_relevance_search_with_score_by_vector` method by removing unnecessary looping over the same elements; - slightly improve efficiency of `delete` method by using set data structure for checking if the element was already deleted; **Issue:** fix small inconsistency in the documentation (the old example was incorrect and unappliable to faiss vectorstore) **Dependencies:** basic langchain-community dependencies and `faiss` (for CPU or for GPU) **Twitter handle:** antonenkodev		5 months ago
..
adapters	docs: added `community` modules descriptions (#17827)	5 months ago
agent_toolkits	community: Add PolygonAggregates tool (#18882)	5 months ago
callbacks	community[patch]: speed up import times in the community package (#18928)	5 months ago
chat_loaders	community[patch]: speed up import times in the community package (#18928)	5 months ago
chat_message_histories	community[patch]: speed up import times in the community package (#18928)	5 months ago
chat_models	community[patch]: speed up import times in the community package (#18928)	5 months ago
docstore	community[patch]: speed up import times in the community package (#18928)	5 months ago
document_compressors	community[patch]: speed up import times in the community package (#18928)	5 months ago
document_loaders	community[patch]: speed up import times in the community package (#18928)	5 months ago
document_transformers	community[minor]: Adding asynchronous function implementation for Doctran (#15941)	7 months ago
embeddings	community[patch]: Add embedding instruction to HuggingFaceBgeEmbeddings (#18017)	5 months ago
example_selectors	docs: added `community` modules descriptions (#17827)	5 months ago
graphs	Switch to md5 for deduplication in neo4j integrations (#18846)	5 months ago
indexes	community: Add document manager and mongo document manager (#17320)	5 months ago
llms	community[patch]: Bedrock add support for mistral models (#18756)	5 months ago
output_parsers	langchain[patch], community[minor]: move `output_parsers.ernie_functions` (#16057)	7 months ago
retrievers	community[patch]: Added support for filter out AWS Kendra search by score confidence (#12920)	5 months ago
storage	multiple[patch]: fix deprecation versions (#18349)	5 months ago
tools	community: Add PolygonAggregates tool (#18882)	5 months ago
utilities	community: Add PolygonAggregates tool (#18882)	5 months ago
utils	Add the BQ job usage tracking from LangChain (#17123)	6 months ago
vectorstores	commnity[patch]: refactor code for faiss vectorstore, update faiss vectorstore documentation (#18092)	5 months ago
__init__.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	8 months ago
cache.py	community[minor]: Adding Azure Cosmos Mongo vCore Vector DB Cache (#16856)	5 months ago
py.typed	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	8 months ago