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community[minor]: Add DocumentDBVectorSearch VectorStore (#17757)

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**Description:**
- Added Amazon DocumentDB Vector Search integration (HNSW index)
- Added integration tests
- Updated AWS documentation with DocumentDB Vector Search instructions
- Added notebook for DocumentDB integration with example usage

---------

Co-authored-by: EC2 Default User <ec2-user@ip-172-31-95-226.ec2.internal>
This commit is contained in:
Sam Khano
2024-03-06 15:11:34 -08:00
committed by GitHub
parent 51f3902bc4
commit 1b4dcf22f3
7 changed files with 1270 additions and 0 deletions
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1
libs/community/tests/unit_tests/vectorstores/test_indexing_docs.py
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@@ -57,6 +57,7 @@ def test_compatible_vectorstore_documentation() -> None:
"DatabricksVectorSearch",
"DeepLake",
"Dingo",
"DocumentDBVectorSearch",
"ElasticVectorSearch",
"ElasticsearchStore",
"FAISS",

1
libs/community/tests/unit_tests/vectorstores/test_public_api.py
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@@ -24,6 +24,7 @@ _EXPECTED = [
"DistanceStrategy",
"DocArrayHnswSearch",
"DocArrayInMemorySearch",
"DocumentDBVectorSearch",
"ElasticKnnSearch",
"ElasticVectorSearch",
"ElasticsearchStore",