8 Commits (166cda2cc6719ab8c8d202b477c4496447a14c31)

Author	SHA1	Message	Date
Harrison Chase	166cda2cc6	Harrison/deeplake (#1316) ... Co-authored-by: Davit Buniatyan <d@activeloop.ai>	1 year ago
Harrison Chase	aaad6cc954	Harrison/atlas db (#1315) ... Co-authored-by: Brandon Duderstadt <brandonduderstadt@gmail.com>	1 year ago
Naveen Tatikonda	0118706fd6	Add Support for OpenSearch Vector database (#1191) ... ### Description This PR adds a wrapper which adds support for the OpenSearch vector database. Using opensearch-py client we are ingesting the embeddings of given text into opensearch cluster using Bulk API. We can perform the `similarity_search` on the index using the 3 popular searching methods of OpenSearch k-NN plugin: - `Approximate k-NN Search` use approximate nearest neighbor (ANN) algorithms from the [nmslib](https://github.com/nmslib/nmslib), [faiss](https://github.com/facebookresearch/faiss), and [Lucene](https://lucene.apache.org/) libraries to power k-NN search. - `Script Scoring` extends OpenSearch’s script scoring functionality to execute a brute force, exact k-NN search. - `Painless Scripting` adds the distance functions as painless extensions that can be used in more complex combinations. Also, supports brute force, exact k-NN search like Script Scoring. ### Issues Resolved https://github.com/hwchase17/langchain/issues/1054 --------- Signed-off-by: Naveen Tatikonda <navtat@amazon.com>	1 year ago
Anton Troynikov	78abd277ff	Chroma in LangChain (#1010) ... Chroma is a simple to use, open-source, zero-config, zero setup vectorstore. Simply `pip install chromadb`, and you're good to go. Out-of-the-box Chroma is suitable for most LangChain workloads, but is highly flexible. I tested to 1M embs on my M1 mac, with out issues and reasonably fast query times. Look out for future releases as we integrate more Chroma features with LangChain!	1 year ago
Harrison Chase	3f48eed5bd	Harrison/milvus (#856) ... Signed-off-by: Filip Haltmayer <filip.haltmayer@zilliz.com> Signed-off-by: Frank Liu <frank.liu@zilliz.com> Co-authored-by: Filip Haltmayer <81822489+filip-halt@users.noreply.github.com> Co-authored-by: Frank Liu <frank@frankzliu.com>	1 year ago
Harrison Chase	0b204d8c21	Harrison/quadrant (#665) ... Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com>	1 year ago
Harrison Chase	c104d507bf	Harrison/improve data augmented generation docs (#390) ... Co-authored-by: cameronccohen <cameron.c.cohen@gmail.com> Co-authored-by: Cameron Cohen <cameron.cohen@quantco.com>	1 year ago
Samantha Whitmore	61f12229df	Create VectorStore interface (#92)	2 years ago