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2326f2f9fe
* Optimize methods for deleting documents and getting vector count. Enable warning messages when Pinecone limits are exceeded on Starter index type. * Fix typo * Add release note * Fix mypy errors * Remove unused import. Fix warning logging message. * Update release note with description about limits for Starter index type in Pinecone * Improve code base by: - Adding new test cases for get_embedding_count method - Fixing get_embedding_count method - Improving delete documents - Fix label retrieval - Increase default batch size - Improve get_document_count method * Remove unused variable * Fix mypy issues
12 lines
638 B
YAML
12 lines
638 B
YAML
---
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enhancements:
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Optimize particular methods from PineconeDocumentStore (delete_documents and _get_vector_count)
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upgrade:
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This update enables all Pinecone index types to be used, including Starter.
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Previously, Pinecone Starter index type couldn't be used as document store. Due to limitations of this index type
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(https://docs.pinecone.io/docs/starter-environment), in current implementation fetching documents is limited to
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Pinecone query vector limit (10000 vectors). Accordingly, if the number of documents in the index is above this limit,
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some of PineconeDocumentStore functions will be limited.
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