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docs: Update couchbase vector store docs (#30710)
- **Update LangChain-Couchbase documentation** - Rename `CouchbaseVectorStore` in favor of `CouchbaseSearchVectorStore` - [x] **Lint and test**
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@@ -6,7 +6,7 @@ from langchain_astradb import AstraDBVectorStore
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from langchain_chroma import Chroma
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from langchain_community import vectorstores
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from langchain_core.vectorstores import VectorStore
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from langchain_couchbase import CouchbaseVectorStore
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from langchain_couchbase import CouchbaseSearchVectorStore
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from langchain_milvus import Milvus
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from langchain_mongodb import MongoDBAtlasVectorSearch
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from langchain_pinecone import PineconeVectorStore
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@@ -28,7 +28,7 @@ from_partners = [
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("PineconeVectorStore", PineconeVectorStore),
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("Milvus", Milvus),
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("MongoDBAtlasVectorSearch", MongoDBAtlasVectorSearch),
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("CouchbaseVectorStore", CouchbaseVectorStore),
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("CouchbaseSearchVectorStore", CouchbaseSearchVectorStore),
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]
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VECTORSTORE_TEMPLATE = """\
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@@ -184,7 +184,7 @@ def get_vectorstore_table():
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"Local/Cloud": "Local",
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"IDs in add Documents": True,
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},
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"CouchbaseVectorStore": {
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"CouchbaseSearchVectorStore": {
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"Delete by ID": True,
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"Filtering": True,
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"similarity_search_by_vector": True,
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