1 Repo
Awesome GitHub RepositoriesVector Sanitization
Cleaning malformed vector data by dropping errors or filling missing values.
Distinct from Vector Manipulations: Focuses on data quality and sanitization of embeddings, whereas the parent covers general query-time manipulation.
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Awesome Vector Sanitization GitHub Repositories
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- lancedb/lancedb
lancedb/lancedb
9,031Auf GitHub ansehenLanceDB is a vector database and columnar data store designed to function as a versioned dataset manager and vector search engine. It serves as a high-performance backend for indexing and retrieving high-dimensional embeddings, providing the foundation for machine learning data pipelines. The system distinguishes itself through a combination of cloud-native object storage and immutable version tracking, allowing for data time-travel and reproducible AI experiments. It integrates hybrid search capabilities, merging dense vector similarity with BM25 full-text search and SQL-like scalar filters
Handles malformed vectors by dropping them or filling missing values with constants.
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