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docs: fix community pgvector deprecation warning formatting (#27094)
**Description**: PR fixes some formatting errors in deprecation message in the `langchain_community.vectorstores.pgvector` module, where it was missing spaces between a few words, and one word was misspelled. **Issue**: n/a **Dependencies**: n/a Signed-off-by: mpeveler@timescale.com Co-authored-by: Erick Friis <erick@langchain.dev>
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@ -219,12 +219,12 @@ def _results_to_docs(docs_and_scores: Any) -> List[Document]:
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since="0.0.31",
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message=(
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"This class is pending deprecation and may be removed in a future version. "
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"You can swap to using the `PGVector`"
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" implementation in `langchain_postgres`. "
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"You can swap to using the `PGVector` "
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"implementation in `langchain_postgres`. "
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"Please read the guidelines in the doc-string of this class "
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"to follow prior to migrating as there are some differences "
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"between the implementations. "
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"See <https://github.com/langchain-ai/langchain-postgres> for details about"
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"See <https://github.com/langchain-ai/langchain-postgres> for details about "
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"the new implementation."
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),
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alternative="from langchain_postgres import PGVector;",
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@ -331,11 +331,11 @@ class PGVector(VectorStore):
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message=(
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"Please use JSONB instead of JSON for metadata. "
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"This change will allow for more efficient querying that "
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"involves filtering based on metadata."
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"involves filtering based on metadata. "
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"Please note that filtering operators have been changed "
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"when using JSOB metadata to be prefixed with a $ sign "
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"when using JSONB metadata to be prefixed with a $ sign "
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"to avoid name collisions with columns. "
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"If you're using an existing database, you will need to create a"
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"If you're using an existing database, you will need to create a "
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"db migration for your metadata column to be JSONB and update your "
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"queries to use the new operators. "
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),
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