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langchain[patch]: Support langchain-astradb AstraDBVectorStore in self-query retriever (#17728)

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Co-authored-by: Bagatur <baskaryan@gmail.com>
This commit is contained in:
Christophe Bornet 2024-02-22 22:19:27 +01:00 committed by GitHub
parent 9775de46cc
commit 4f88a5130e
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1 changed files with 9 additions and 0 deletions
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9
libs/langchain/langchain/retrievers/self_query/base.py
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@ -76,6 +76,7 @@ def _get_builtin_translator(vectorstore: VectorStore) -> Visitor:
OpenSearchVectorSearch: OpenSearchTranslator,
MongoDBAtlasVectorSearch: MongoDBAtlasTranslator,
}
if isinstance(vectorstore, Qdrant):
return QdrantTranslator(metadata_key=vectorstore.metadata_payload_key)
elif isinstance(vectorstore, MyScale):
@ -85,6 +86,14 @@ def _get_builtin_translator(vectorstore: VectorStore) -> Visitor:
elif vectorstore.__class__ in BUILTIN_TRANSLATORS:
return BUILTIN_TRANSLATORS[vectorstore.__class__]()
else:
try:
from langchain_astradb.vectorstores import AstraDBVectorStore
if isinstance(vectorstore, AstraDBVectorStore):
return AstraDBTranslator()
except ImportError:
pass
raise ValueError(
f"Self query retriever with Vector Store type {vectorstore.__class__}"
f" not supported."