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langchain/tests/integration_tests/vectorstores
Kacper Łukawski 140ba682f1
Support named vectors in Qdrant (#6871)
# Description

This PR makes it possible to use named vectors from Qdrant in Langchain.
That was requested multiple times, as people want to reuse externally
created collections in Langchain. It doesn't change anything for the
existing applications. The changes were covered with some integration
tests and included in the docs.

## Example

```python
Qdrant.from_documents(
    docs,
    embeddings,
    location=":memory:",
    collection_name="my_documents",
    vector_name="custom_vector",
)
```

### Issue: #2594 

Tagging @rlancemartin & @eyurtsev. I'd appreciate your review.
1 year ago
..
cassettes Fix/issue 2695 (#3608) 1 year ago
docarray Add DocArray vector stores (#4483) 1 year ago
docker-compose Fix/issue 1213 (#2932) 1 year ago
fixtures fix: elasticsearch (#2402) 1 year ago
__init__.py add few shot example (#148) 2 years ago
conftest.py [minor] Deep Lake auth improvements in docs, kwargs pass, faster tests (#2927) 1 year ago
fake_embeddings.py Vector store support for Cassandra (#6426) 1 year ago
test_alibabacloud_opensearch.py Add Alibaba Cloud OpenSearch as a new vector store (#6154) 1 year ago
test_analyticdb.py Improve AnalyticDB Vector Store implementation without affecting user (#6086) 1 year ago
test_annoy.py Add Annoy as VectorStore (#2939) 1 year ago
test_atlas.py Harrison/atlas db (#1315) 2 years ago
test_awadb.py Add a new vector store - AwaDB (#5971) (#5992) 1 year ago
test_azuresearch.py Harrison/cognitive search (#6011) 1 year ago
test_cassandra.py Vector store support for Cassandra (#6426) 1 year ago
test_chroma.py fix chroma update_document to embed entire documents, fixes a characer-wise embedding bug (#5584) 1 year ago
test_clarifai.py Clarifai integration (#5954) 1 year ago
test_clickhouse.py Integrate Clickhouse as Vector Store (#5650) 1 year ago
test_deeplake.py Harrison/deeplake new features (#6263) 1 year ago
test_elasticsearch.py Add the usage of SSL certificates for Elasticsearch and user password authentication (#5058) 1 year ago
test_faiss.py add with score option for max marginal relevance (#6867) 1 year ago
test_hologres.py Harrison/hologres (#6012) 1 year ago
test_lancedb.py Harrison/lancedb (#3634) 1 year ago
test_milvus.py Refactor Milvus/Zilliz (#3047) 1 year ago
test_mongodb_atlas.py Harrison/myscale self query (#6376) 1 year ago
test_myscale.py Harrison/myscale (#3352) 1 year ago
test_opensearch.py OpenSearch: Add Similarity Search with Score (#4089) 1 year ago
test_pgvector.py Add texts with embeddings to PGVector wrapper (#5500) 1 year ago
test_pinecone.py feat: improve pinecone tests (#2806) 1 year ago
test_qdrant.py Support named vectors in Qdrant (#6871) 1 year ago
test_redis.py Update redis integration tests (#4937) 1 year ago
test_rocksetdb.py Integrate Rockset as Vectorstore (#6216) 1 year ago
test_singlestoredb.py Update SinglStoreDB vectorstore (#6423) 1 year ago
test_tair.py Harrison/tair (#3770) 1 year ago
test_vectara.py Update to Vectara integration (#5950) 1 year ago
test_weaviate.py Fixes issue #5072 - adds additional support to Weaviate (#5085) 1 year ago
test_zilliz.py Refactor Milvus/Zilliz (#3047) 1 year ago