Bulk Data Import And Processing

via “bulk-data-import-and-export”

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

Unique: Implements parallel bulk import with automatic schema inference and batch index updates, minimizing latency and memory overhead; supports multiple file formats (CSV, Parquet, JSON) with format-specific optimizations.

vs others: Faster than sequential inserts because bulk import uses parallel loading and batch index updates; more flexible than Pinecone because Infinity supports multiple file formats and custom schema definitions.