11 Commits (3ec6400d70e70339cd0cee79078fa3e674933837)

Author	SHA1	Message	Date
bnassivet	9355e3f5f5	qdrant vector store - search with relevancy scores (#5781) ... Implementation of similarity_search_with_relevance_scores for quadrant vector store. As implemented the method is also compatible with other capacities such as filtering. Integration tests updated. #### Who can review? Tag maintainers/contributors who might be interested: VectorStores / Retrievers / Memory - @dev2049	1 year ago
Kacper Łukawski	71a7c16ee0	Fix: Qdrant ids (#5515) ... # Fix Qdrant ids creation There has been a bug in how the ids were created in the Qdrant vector store. They were previously calculated based on the texts. However, there are some scenarios in which two documents may have the same piece of text but different metadata, and that's a valid case. Deduplication should be done outside of insertion. It has been fixed and covered with the integration tests. --------- Co-authored-by: Dev 2049 <dev.dev2049@gmail.com>	1 year ago
Kacper Łukawski	8bcaca435a	Feature: Qdrant filters supports (#5446) ... # Support Qdrant filters Qdrant has an [extensive filtering system](https://qdrant.tech/documentation/concepts/filtering/) with rich type support. This PR makes it possible to use the filters in Langchain by passing an additional param to both the `similarity_search_with_score` and `similarity_search` methods. ## Who can review? @dev2049 @hwchase17 --------- Co-authored-by: Dev 2049 <dev.dev2049@gmail.com>	1 year ago
Kacper Łukawski	f93d256190	Feat: Add batching to Qdrant (#5443) ... # Add batching to Qdrant Several people requested a batching mechanism while uploading data to Qdrant. It is important, as there are some limits for the maximum size of the request payload, and without batching implemented in Langchain, users need to implement it on their own. This PR exposes a new optional `batch_size` parameter, so all the documents/texts are loaded in batches of the expected size (64, by default). The integration tests of Qdrant are extended to cover two cases: 1. Documents are sent in separate batches. 2. All the documents are sent in a single request.	1 year ago
Aivin V. Solatorio	6335cb5b3a	Add support for Qdrant nested filter (#4354) ... # Add support for Qdrant nested filter This extends the filter functionality for the Qdrant vectorstore. The current filter implementation is limited to a single-level metadata structure; however, Qdrant supports nested metadata filtering. This extends the functionality for users to maximize the filter functionality when using Qdrant as the vectorstore. Reference: https://qdrant.tech/documentation/filtering/#nested-key --------- Signed-off-by: Aivin V. Solatorio <avsolatorio@gmail.com>	1 year ago
George	2324f19c85	Update qdrant interface (#3971) ... Hello 1) Passing `embedding_function` as a callable seems to be outdated and the common interface is to pass `Embeddings` instance 2) At the moment `Qdrant.add_texts` is designed to be used with `embeddings.embed_query`, which is 1) slow 2) causes ambiguity due to 1. It should be used with `embeddings.embed_documents` This PR solves both problems and also provides some new tests	1 year ago
Kacper Łukawski	585f60a5aa	Qdrant update to 1.1.1 & docs polishing (#2388) ... This PR updates Qdrant to 1.1.1 and introduces local mode, so there is no need to spin up the Qdrant server. By that occasion, the Qdrant example notebooks also got updated, covering more cases and answering some commonly asked questions. All the Qdrant's integration tests were switched to local mode, so no Docker container is required to launch them.	2 years ago
Kacper Łukawski	4a327dd1d6	Implement basic metadata filtering in Qdrant (#1689) ... This PR implements a basic metadata filtering mechanism similar to the ones in Chroma and Pinecone. It still cannot express complex conditions, as there are no operators, but some users requested to have that feature available.	2 years ago
Kacper Łukawski	9ac442624c	Add Qdrant named arguments (#1386) ... This PR: - Increases `qdrant-client` version to 1.0.4 - Introduces custom content and metadata keys (as requested in #1087) - Moves all the `QdrantClient` parameters into the method parameters to simplify code completion	2 years 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>	2 years ago
Harrison Chase	0b204d8c21	Harrison/quadrant (#665) ... Co-authored-by: Kacper Łukawski <kacperlukawski@users.noreply.github.com>	2 years ago